diff --git a/data/ner/semeval2017/dev.txt b/data/ner/semeval2017/dev.txt new file mode 100644 index 0000000..e47e4b9 --- /dev/null +++ b/data/ner/semeval2017/dev.txt @@ -0,0 +1,11939 @@ +-DOCSTART- (S0003491613001516) + +Complex 0,7 O B-Process +Langevin 8,16 O I-Process +( 17,18 O O +CL 18,20 O B-Process +) 20,21 O O +dynamics 22,30 O O +[ 32,33 O O +1,2 33,36 O O +] 36,37 O O +provides 38,46 O O +an 47,49 O O +approach 50,58 O O +to 59,61 O O +circumvent 62,72 O O +the 73,76 O O +sign 77,81 O B-Task +problem 82,89 O I-Task +in 90,92 O O +numerical 93,102 O B-Process +simulations 103,114 O I-Process +of 115,117 O I-Process +lattice 118,125 O I-Process +field 126,131 O I-Process +theories 132,140 O I-Process +with 141,145 O O +a 146,147 O O +complex 148,155 O O +Boltzmann 156,165 O O +weight 166,172 O O +, 172,173 O O +since 174,179 O O +it 180,182 O O +does 183,187 O O +not 188,191 O O +rely 192,196 O O +on 197,199 O O +importance 200,210 O O +sampling 211,219 O O +. 219,220 O O + +In 221,223 O O +recent 224,230 O O +years 231,236 O O +a 237,238 O O +number 239,245 O O +of 246,248 O O +stimulating 249,260 O O +results 261,268 O O +has 269,272 O O +been 273,277 O O +obtained 278,286 O O +in 287,289 O O +the 290,293 O O +context 294,301 O O +of 302,304 O O +nonzero 305,312 O B-Process +chemical 313,321 O I-Process +potential 322,331 O I-Process +, 331,332 O O +in 333,335 O O +both 336,340 O O +lower 341,346 O B-Process +and 347,350 O I-Process +four 351,355 O I-Process +- 355,356 O I-Process +dimensional 356,367 O I-Process +field 368,373 O I-Process +theories 374,382 O I-Process +with 383,387 O O +a 388,389 O O +severe 390,396 O O +sign 397,401 O B-Task +problem 402,409 O I-Task +in 410,412 O I-Task +the 413,416 O I-Task +thermodynamic 417,430 O I-Task +limit 431,436 O I-Task +[ 438,439 O O +3–8 439,442 O O +] 442,443 O O +( 444,445 O O +for 445,448 O O +two 449,452 O O +recent 453,459 O O +reviews 460,467 O O +, 467,468 O O +see 469,472 O O +e.g. 473,477 O O +Refs 478,482 O O +. 482,483 O O + +[ 485,486 O O +9,10 486,490 O O +] 490,491 O O +) 491,492 O O +. 492,493 O O + +However 494,501 O O +, 501,502 O O +as 503,505 O O +has 506,509 O O +been 510,514 O O +known 515,520 O O +since 521,526 O O +shortly 527,534 O O +after 535,540 O O +its 541,544 O O +inception 545,554 O O +, 554,555 O O +correct 556,563 O O +results 564,571 O O +are 572,575 O O +not 576,579 O O +guaranteed 580,590 O O + +[ 592,593 O O +11–16 593,598 O O +] 598,599 O O +. 599,600 O O + +This 601,605 O O +calls 606,611 O O +for 612,615 O O +an 616,618 O O +improved 619,627 O B-Task +understanding 628,641 O I-Task +, 641,642 O I-Task +relying 643,650 O I-Task +on 651,653 O I-Task +the 654,657 O I-Task +combination 658,669 O I-Task +of 670,672 O I-Task +analytical 673,683 O I-Task +and 684,687 O I-Task +numerical 688,697 O I-Task +insight 698,705 O I-Task +. 705,706 O O + +In 707,709 O O +the 710,713 O O +recent 714,720 O O +past 721,725 O O +, 725,726 O O +the 727,730 O O +important 731,740 O O +role 741,745 O O +played 746,752 O O +by 753,755 O O +the 756,759 O O +properties 760,770 O O +of 771,773 O O +the 774,777 O O +real 778,782 O O +and 783,786 O O +positive 787,795 O O +probability 796,807 O B-Process +distribution 808,820 O I-Process +in 821,823 O O +the 824,827 O O +complexified 828,840 O B-Process +configuration 841,854 O I-Process +space 855,860 O I-Process +, 860,861 O O +which 862,867 O O +is 868,870 O O +effectively 871,882 O O +sampled 883,890 O O +during 891,897 O O +the 898,901 O O +Langevin 902,910 O B-Process +process 911,918 O I-Process +, 918,919 O O +has 920,923 O O +been 924,928 O O +clarified 929,938 O O +[ 940,941 O O +17,18 941,946 O O +] 946,947 O O +. 947,948 O O + +An 949,951 O O +important 952,961 O O +conclusion 962,972 O O +was 973,976 O O +that 977,981 O O +this 982,986 O O +distribution 987,999 O B-Process +should 1000,1006 O O +be 1007,1009 O O +sufficiently 1010,1022 O O +localised 1023,1032 O O +in 1033,1035 O O +order 1036,1041 O O +for 1042,1045 O O +CL 1046,1048 O B-Process +to 1049,1051 O O +yield 1052,1057 O O +valid 1058,1063 O O +results 1064,1071 O O +. 1071,1072 O O + +Importantly 1073,1084 O O +, 1084,1085 O O +this 1086,1090 O O +insight 1091,1098 O O +has 1099,1102 O O +recently 1103,1111 O O +also 1112,1116 O O +led 1117,1120 O O +to 1121,1123 O O +promising 1124,1133 O O +results 1134,1141 O O +in 1142,1144 O O +nonabelian 1145,1155 O B-Task +gauge 1156,1161 O I-Task +theories 1162,1170 O I-Task +, 1170,1171 O O +with 1172,1176 O O +the 1177,1180 O O +implementation 1181,1195 O O +of 1196,1198 O O +SL(N 1199,1203 O B-Material +, 1203,1204 O I-Material +C 1204,1205 O I-Material +) 1205,1206 O I-Material +gauge 1207,1212 O I-Material +cooling 1213,1220 O I-Material +[ 1222,1223 O O +8,10 1223,1227 O O +] 1227,1228 O O +. 1228,1229 O O + + +-DOCSTART- (S0003491615001839) + +This 0,4 O O +work 5,9 O O +shows 10,15 O O +how 16,19 O O +our 20,23 O O +approach 24,32 O O +based 33,38 O O +on 39,41 O O +the 42,45 O O +combination 46,57 O O +of 58,60 O O +Statistical 61,72 O B-Process +Mechanics 73,82 O I-Process +and 83,86 O O +nonlinear 87,96 O B-Process +PDEs 97,101 O I-Process +theory 102,108 O I-Process +provides 109,117 O O +us 118,120 O O +with 121,125 O O +a 126,127 O O +novel 128,133 O O +and 134,137 O O +powerful 138,146 O O +tool 147,151 O O +to 152,154 O O +tackle 155,161 O O +phase 162,167 O B-Task +transitions 168,179 O I-Task +. 179,180 O O + +This 181,185 O O +method 186,192 O O +leads 193,198 O O +to 199,201 O O +solution 202,210 O O +of 211,213 O O +perhaps 214,221 O O +the 222,225 O O +most 226,230 O O +known 231,236 O O +test 237,241 O O +- 241,242 O O +case 242,246 O O +that 247,251 O O +exhibits 252,260 O O +a 261,262 O O +first 263,268 O B-Process +order 269,274 O I-Process +phase 275,280 O I-Process +transition 281,291 O I-Process +( 292,293 O O +semi 293,297 O O +- 297,298 O O +heuristically 298,311 O O +described 312,321 O O +) 321,322 O O +such 323,327 O O +as 328,330 O O +the 331,334 O O +van 335,338 O B-Process +der 339,342 O I-Process +Waals 343,348 O I-Process +model 349,354 O I-Process +. 354,355 O O + +In 356,358 O O +particular 359,369 O O +we 370,372 O O +have 373,377 O O +obtained 378,386 O O +the 387,390 O O +first 391,396 O O +global 397,403 O O +mean 404,408 O O +field 409,414 O B-Process +partition 415,424 O I-Process +function 425,433 O I-Process +( 434,435 O O +Eq 435,437 O O +. 437,438 O O + +( 439,440 O O +9 440,441 O O +) 441,442 O O +) 442,443 O O +, 443,444 O O +for 445,448 O O +a 449,450 O O +system 451,457 O O +of 458,460 O O +finite 461,467 O O +number 468,474 O O +of 475,477 O O +particles 478,487 O O +. 487,488 O O + +The 489,492 O O +partition 493,502 O B-Process +function 503,511 O I-Process +is 512,514 O O +a 515,516 O O +solution 517,525 O O +to 526,528 O O +the 529,532 O O +Klein 533,538 O B-Task +– 538,539 O I-Task +Gordon 539,545 O I-Task +equation 546,554 O I-Task +, 554,555 O O +reproduces 556,566 O O +the 567,570 O O +van 571,574 O B-Process +der 575,578 O I-Process +Waals 579,584 O I-Process +isotherms 585,594 O I-Process +away 595,599 O O +from 600,604 O O +the 605,608 O O +critical 609,617 O O +region 618,624 O O +and 625,628 O O +, 628,629 O O +in 630,632 O O +the 633,636 O O +thermodynamic 637,650 O B-Process +limit 651,656 O I-Process +N→∞ 657,660 O I-Process +automatically 661,674 O O +encodes 675,682 O O +the 683,686 O O +Maxwell 687,694 O B-Process +equal 695,700 O I-Process +areas 701,706 O I-Process +rule 707,711 O I-Process +. 711,712 O O + +The 713,716 O O +approach 717,725 O O +hereby 726,732 O O +presented 733,742 O O +is 743,745 O O +of 746,748 O O +remarkable 749,759 O O +simplicity 760,770 O O +, 770,771 O O +has 772,775 O O +been 776,780 O O +successfully 781,793 O O +applied 794,801 O O +to 802,804 O O +spin 805,809 O B-Process +[ 811,812 O O +17–19,14,16 812,823 O O +] 823,824 O O +and 825,828 O O +macroscopic 829,840 O B-Process +thermodynamic 841,854 O I-Process +systems 855,862 O I-Process +[ 864,865 O O +20,15 865,870 O O +] 870,871 O O +and 872,875 O O +can 876,879 O O +be 880,882 O O +further 883,890 O O +extended 891,899 O O +to 900,902 O O +include 903,910 O O +the 911,914 O O +larger 915,921 O O +class 922,927 O O +of 928,930 O O +models 931,937 O O +admitting 938,947 O O +partition 948,957 O B-Process +functions 958,967 O I-Process +of 968,970 O I-Process +the 971,974 O I-Process +form 975,979 O I-Process +( 980,981 O O +4 981,982 O O +) 982,983 O O +to 984,986 O O +be 987,989 O O +used 990,994 O O +to 995,997 O O +extend 998,1004 O O +to 1005,1007 O O +the 1008,1011 O O +critical 1012,1020 O O +region 1021,1027 O O +general 1028,1035 O B-Process +equations 1036,1045 O I-Process +of 1046,1048 O I-Process +state 1049,1054 O I-Process +of 1055,1057 O I-Process +the 1058,1061 O I-Process +form 1062,1066 O I-Process +( 1067,1068 O O +7 1068,1069 O O +) 1069,1070 O O +including 1071,1080 O O +a 1081,1082 O O +class 1083,1088 O B-Process +virial 1089,1095 O I-Process +expansions 1096,1106 O I-Process +. 1106,1107 O O + + +-DOCSTART- (S0009261408017028) + +We 0,2 O O +use 3,6 O O +open 7,11 O O +and 12,15 O O +close 16,21 O O +aperture 22,30 O B-Process +Z 31,32 O I-Process +- 32,33 O I-Process +scan 33,37 O I-Process +experiments 38,49 O I-Process +, 49,50 O O +in 51,53 O O +analogy 54,61 O O +to 62,64 O O +the 65,68 O O +saturation 69,79 O B-Task +absorption 80,90 O I-Task +work 91,95 O O +discussed 96,105 O O +earlier 106,113 O O +in 114,116 O O +water 117,122 O B-Material +[ 123,124 O O +8 124,125 O O +] 125,126 O O +, 126,127 O O +to 128,130 O O +respectively 131,143 O O +measure 144,151 O O +the 152,155 O O +β 156,157 O O +and 158,161 O O +n2 162,164 O O +for 165,168 O O +a 169,170 O O +series 171,177 O O +of 178,180 O O +primary 181,188 O B-Material +alcohols 189,197 O I-Material +with 198,202 O O +the 203,206 O O +help 207,211 O O +of 212,214 O O +1560 215,219 O B-Material +nm 219,221 O I-Material +femtosecond 222,233 O I-Material +laser 234,239 O I-Material +pulses 240,246 O I-Material +, 246,247 O O +however 248,255 O O +, 255,256 O O +with 257,261 O O +the 262,265 O O +important 266,275 O O +inclusion 276,285 O O +of 286,288 O O +an 289,291 O O +optical 292,299 O B-Material +- 299,300 O I-Material +chopper 300,307 O I-Material +. 307,308 O O + +The 309,312 O O +vibrational 313,324 O B-Process +combination 325,336 O I-Process +states 337,343 O I-Process +of 344,346 O O +the 347,350 O O +alcohols 351,359 O B-Material +are 360,363 O O +coupled 364,371 O O +by 372,374 O O +the 375,378 O O +femtosecond 379,390 O B-Material +laser 391,396 O I-Material +pulses 397,403 O I-Material +at 404,406 O I-Material +1560 407,411 O I-Material +nm 411,413 O I-Material +. 413,414 O O + +These 415,420 O O +couplings 421,430 O O +result 431,437 O O +in 438,440 O O +the 441,444 O O +absorption 445,455 O B-Process +of 456,458 O O +1560 459,463 O O +nm 463,465 O O +and 466,469 O O +the 470,473 O O +excited 474,481 O O +molecules 482,491 O B-Material +undergo 492,499 O O +relaxation 500,510 O O +through 511,518 O O +non 519,522 O B-Process +- 522,523 O I-Process +radiative 523,532 O I-Process +processes 533,542 O I-Process +, 542,543 O O +which 544,549 O O +gives 550,555 O O +rise 556,560 O O +to 561,563 O O +transient 564,573 O B-Process +thermal 574,581 O I-Process +effects 582,589 O I-Process +. 589,590 O O + +These 591,596 O O +transient 597,606 O B-Process +thermal 607,614 O I-Process +effects 615,622 O I-Process +are 623,626 O O +related 627,634 O O +to 635,637 O O +the 638,641 O O +pure 642,646 O B-Process +optical 647,654 O I-Process +nonlinearity 655,667 O I-Process +of 668,670 O O +the 671,674 O O +samples 675,682 O O +and 683,686 O O +can 687,690 O O +be 691,693 O O +measured 694,702 O O +as 703,705 O O +a 706,707 O O +change 708,714 O O +in 715,717 O O +their 718,723 O O +n2 724,726 O O +values 727,733 O O +[ 734,735 O O +14 735,737 O O +] 737,738 O O +. 738,739 O O + +The 740,743 O O +transient 744,753 O B-Process +thermal 754,761 O I-Process +effects 762,769 O I-Process +of 770,772 O O +individual 773,783 O O +pulses 784,790 O O +accumulate 791,801 O O +in 802,804 O O +case 805,809 O O +of 810,812 O O +high 813,817 O B-Material +repetition 818,828 O I-Material +- 828,829 O I-Material +rate 829,833 O I-Material +lasers 834,840 O I-Material +to 841,843 O O +produce 844,851 O O +a 852,853 O O +cumulative 854,864 O B-Process +thermal 865,872 O I-Process +effect 873,879 O I-Process +at 880,882 O O +longer 883,889 O O +timescales 890,900 O O +. 900,901 O O + +We 902,904 O O +measure 905,912 O B-Task +this 913,917 O I-Task +cumulative 918,928 O I-Task +thermal 929,936 O I-Task +effect 937,943 O I-Task +with 944,948 O O +the 949,952 O O +mode 953,957 O B-Process +- 957,958 O I-Process +mismatched 958,968 O I-Process +two 969,972 O I-Process +- 972,973 O I-Process +color 973,978 O I-Process +pump 979,983 O I-Process +– 983,984 O I-Process +probe 984,989 O I-Process +experiment 990,1000 O I-Process +. 1000,1001 O O + + +-DOCSTART- (S0009261413004612) + +The 0,3 O O +control 4,11 O O +of 12,14 O O +the 15,18 O O +RP 19,21 O B-Process +re 22,24 O I-Process +- 24,25 O I-Process +encounter 25,34 O I-Process +probability 35,46 O I-Process +finds 47,52 O O +a 53,54 O O +direct 55,61 O O +application 62,73 O O +to 74,76 O O +improve 77,84 O B-Task +the 85,88 O I-Task +performance 89,100 O I-Task +of 101,103 O I-Task +chemical 104,112 O I-Task +devices 113,120 O I-Task +. 120,121 O O + +Here 122,126 O O +, 126,127 O O +we 128,130 O O +show 131,135 O O +how 136,139 O O +a 140,141 O O +simple 142,148 O O +- 148,149 O O +to 149,151 O O +- 151,152 O O +implement 152,161 O O +control 162,169 O B-Process +scheme 170,176 O I-Process +highly 177,183 O O +enhances 184,192 O O +the 193,196 O O +sensitivity 197,208 O O +of 209,211 O O +a 212,213 O O +model 214,219 O B-Material +chemical 220,228 O I-Material +magnetometer 229,241 O I-Material +by 242,244 O O +up 245,247 O O +to 248,250 O O +two 251,254 O O +orders 255,261 O O +of 262,264 O O +magnitude 265,274 O O +. 274,275 O O + +The 276,279 O O +basic 280,285 O O +idea 286,290 O O +behind 291,297 O O +a 298,299 O O +chemical 300,308 O B-Material +magnetometer 309,321 O I-Material +is 322,324 O O +that 325,329 O O +, 329,330 O O +since 331,336 O O +a 337,338 O O +change 339,345 O O +in 346,348 O O +the 349,352 O O +magnetic 353,361 O B-Process +field 362,367 O I-Process +modifies 368,376 O O +the 377,380 O O +amount 381,387 O O +of 388,390 O O +singlet 391,398 O B-Material +products 399,407 O I-Material +, 407,408 O O +one 409,412 O O +can 413,416 O O +reverse 417,424 O O +the 425,428 O O +reasoning 429,438 O O +and 439,442 O O +measure 443,450 O O +the 451,454 O O +chemical 455,463 O B-Material +yield 464,469 O I-Material +to 470,472 O O +estimate 473,481 O O +B. 482,484 O B-Process +Intuitively 485,496 O O +, 496,497 O O +the 498,501 O O +magnetic 502,510 O B-Process +sensitivity 511,522 O I-Process +is 523,525 O O +high 526,530 O O +when 531,535 O O +a 536,537 O O +small 538,543 O O +change 544,550 O O +in 551,553 O O +the 554,557 O O +magnetic 558,566 O B-Process +field 567,572 O I-Process +intensity 573,582 O I-Process +produces 583,591 O O +large 592,597 O O +effects 598,605 O O +on 606,608 O O +the 609,612 O O +singlet 613,620 O B-Material +yield 621,626 O I-Material +. 626,627 O O + +Formally 628,636 O O +, 636,637 O O +it 638,640 O O +is 641,643 O O +defined 644,651 O O +as:(2)Λs(B)≡∂Φs(B)∂B=∫0∞pre(t)gs(B 652,686 O B-Process +, 686,687 O I-Process +t)dt 687,691 O I-Process +, 691,692 O O +with 692,696 O O +gs(B 697,701 O B-Process +, 701,702 O I-Process +t)≡∂fs(B 702,710 O I-Process +, 710,711 O I-Process +t)∂B 711,715 O I-Process +being 716,721 O O +the 722,725 O O +instantaneous 726,739 O B-Process +magnetic 740,748 O I-Process +sensitivity 749,760 O I-Process +. 760,761 O O + +The 762,765 O O +functional 766,776 O O +form 777,781 O O +of 782,784 O O +fs(B 785,789 O O +, 789,790 O O +t)=Sρel(t)S 790,801 O O +strongly 802,810 O O +depends 811,818 O O +on 819,821 O O +the 822,825 O O +specific 826,834 O O +realization 835,846 O B-Process +of 847,849 O I-Process +the 850,853 O I-Process +radical 854,861 O I-Process +pair 862,866 O I-Process +, 866,867 O O +in 868,870 O O +particular 871,881 O O +on 882,884 O O +the 885,888 O O +number 889,895 O O +of 896,898 O O +the 899,902 O O +surrounding 903,914 O O +nuclear 915,922 O B-Process +spins 923,928 O I-Process +. 928,929 O O + +Here 930,934 O O +, 934,935 O O +we 936,938 O O +consider 939,947 O O +a 948,949 O O +radical 950,957 O O +pair 958,962 O O +in 963,965 O O +which 966,971 O O +the 972,975 O O +first 976,981 O O +electron 982,990 O B-Process +spin 991,995 O I-Process +is 996,998 O O +devoid 999,1005 O O +of 1006,1008 O O +hyperfine 1009,1018 O B-Process +interactions 1019,1031 O I-Process +, 1031,1032 O O +while 1033,1038 O O +the 1039,1042 O O +second 1043,1049 O O +electron 1050,1058 O B-Process +spin 1059,1063 O I-Process +interacts 1064,1073 O O +isotropically 1074,1087 O O +with 1088,1092 O O +one 1093,1096 O O +spin-1 1097,1103 O B-Material +nucleus 1104,1111 O I-Material +, 1111,1112 O O +e.g. 1113,1117 O O +nitrogen 1118,1126 O B-Material +. 1126,1127 O O + +In 1128,1130 O O +the 1131,1134 O O +context 1135,1142 O O +of 1143,1145 O O +the 1146,1149 O O +chemical 1150,1158 O B-Task +compass 1159,1166 O I-Task +( 1167,1168 O O +i.e. 1168,1172 O O +when 1173,1177 O O +the 1178,1181 O O +task 1182,1186 O O +is 1187,1189 O O +determining 1190,1201 O B-Task +the 1202,1205 O I-Task +magnetic 1206,1214 O I-Task +field 1215,1220 O I-Task +direction 1221,1230 O I-Task +through 1231,1238 O I-Task +anisotropic 1239,1250 O I-Task +hyperfine 1251,1260 O I-Task +interactions 1261,1273 O I-Task +) 1273,1274 O O +, 1274,1275 O O +an 1276,1278 O O +analogous 1279,1288 O B-Process +configuration 1289,1302 O I-Process +( 1303,1304 O O +with 1304,1308 O O +only 1309,1313 O O +one 1314,1317 O O +spin-1/2 1318,1326 O B-Material +nucleus 1327,1334 O I-Material +) 1334,1335 O O +has 1336,1339 O O +been 1340,1344 O O +proposed 1345,1353 O O +[ 1354,1355 O O +3 1355,1356 O O +] 1356,1357 O O +, 1357,1358 O O +and 1359,1362 O O +numerically 1363,1374 O O +characterized 1375,1388 O O +[ 1389,1390 O O +8 1390,1391 O O +] 1391,1392 O O +, 1392,1393 O O +as 1394,1396 O O +being 1397,1402 O O +optimal 1403,1410 O O +: 1410,1411 O O +Additional 1412,1422 O O +nuclear 1423,1430 O B-Process +spins 1431,1436 O I-Process +would 1437,1442 O O +perturb 1443,1450 O O +the 1451,1454 O O +intuitive 1455,1464 O O +‘ 1465,1466 O O +reference 1466,1475 O O +and 1476,1479 O O +probe’ 1480,1486 O O +picture 1487,1494 O O +. 1494,1495 O O + +The 1496,1499 O O +Hamiltonian 1500,1511 O O +then 1512,1516 O O +simplifies 1517,1527 O O +to 1528,1530 O O +H=-γeB(S1(z)+S2(z))+|γe|αS→2·I→ 1531,1562 O B-Process +, 1562,1563 O O +where 1564,1569 O O +α 1570,1571 O B-Process +is 1572,1574 O O +the 1575,1578 O O +isotropic 1579,1588 O B-Process +hyperfine 1589,1598 O I-Process +coupling 1599,1607 O I-Process +. 1607,1608 O O + + +-DOCSTART- (S0009261414000372) + +It 0,2 O O +is 3,5 O O +well 6,10 O O +- 10,11 O O +known 11,16 O O +that 17,21 O O +the 22,25 O O +optical 26,33 O B-Task +properties 34,44 O I-Task +of 45,47 O O +atoms 48,53 O B-Material +and 54,57 O O +molecules 58,67 O B-Material +can 68,71 O O +be 72,74 O O +influenced 75,85 O O +by 86,88 O O +their 89,94 O O +electronic 95,105 O B-Process +environment 106,117 O I-Process +. 117,118 O O + +Local 119,124 O B-Process +field 125,130 O I-Process +effects 131,138 O I-Process +on 139,141 O O +spontaneous 142,153 O O +emission 154,162 O O +rates 163,168 O O +within 169,175 O O +nanostructured 176,190 O B-Material +photonic 191,199 O I-Material +materials 200,209 O I-Material +for 210,213 O O +example 214,221 O O +are 222,225 O O +familiar 226,234 O O +, 234,235 O O +and 236,239 O O +have 240,244 O O +been 245,249 O O +well 250,254 O O +summarized 255,265 O O +[ 266,267 O O +1 267,268 O O +] 268,269 O O +. 269,270 O O + +Optical 271,278 O B-Process +processes 279,288 O I-Process +, 288,289 O O +including 290,299 O O +resonance 300,309 O B-Process +energy 310,316 O I-Process +transfer 317,325 O I-Process +are 326,329 O O +similarly 330,339 O O +dependent 340,349 O O +on 350,352 O O +the 353,356 O O +local 357,362 O B-Process +environment 363,374 O I-Process +of 375,377 O I-Process +molecular 378,387 O I-Process +chromophores 388,400 O I-Process +[ 401,402 O O +2–4 402,405 O O +] 405,406 O O +. 406,407 O O + +Many 408,412 O O +biological 413,423 O O +systems 424,431 O O +are 432,435 O O +known 436,441 O O +to 442,444 O O +contain 445,452 O O +complex 453,460 O O +organizations 461,474 O O +of 475,477 O O +molecules 478,487 O O +with 488,492 O O +absorption 493,503 O B-Material +bands 504,509 O I-Material +shifted 510,517 O O +due 518,521 O O +to 522,524 O O +the 525,528 O O +electronic 529,539 O B-Process +influence 540,549 O I-Process +of 550,552 O O +other 553,558 O O +, 558,559 O O +nearby 560,566 O O +optical 567,574 O O +centres 575,582 O O +. 582,583 O O + +For 584,587 O O +instance 588,596 O O +, 596,597 O O +in 598,600 O O +widely 601,607 O O +studied 608,615 O O +light 616,621 O B-Process +- 621,622 O I-Process +harvesting 622,632 O I-Process +complexes 633,642 O I-Process +, 642,643 O O +there 644,649 O O +are 650,653 O O +two 654,657 O O +identifiable 658,670 O O +forms 671,676 O O +of 677,679 O O +the 680,683 O O +photosynthetic 684,698 O B-Material +antenna 699,706 O I-Material +molecule 707,715 O I-Material +bacteriochlorophyll 716,735 O I-Material +, 735,736 O O +with 737,741 O O +absorption 742,752 O B-Material +bands 753,758 O I-Material +centred 759,766 O O +on 767,769 O O +800 770,773 O O +and 774,777 O O +850 778,781 O O +nm 781,783 O O +; 783,784 O O +it 785,787 O O +has 788,791 O O +been 792,796 O O +shown 797,802 O O +that 803,807 O O +the 808,811 O O +most 812,816 O O +efficient 817,826 O O +forms 827,832 O O +of 833,835 O O +energy 836,842 O B-Process +transfer 843,851 O I-Process +between 852,859 O O +the 860,863 O O +two 864,867 O O +occurs 868,874 O O +when 875,879 O O +there 880,885 O O +is 886,888 O O +a 889,890 O O +neighbouring 891,903 O O +carotenoid 904,914 O B-Material +species 915,922 O I-Material +5–7 923,926 O O +. 926,927 O O + +Until 928,933 O O +now 934,937 O O +, 937,938 O O +research 939,947 O O +on 948,950 O O +the 951,954 O O +broader 955,962 O O +influence 963,972 O B-Task +of 973,975 O I-Task +a 976,977 O I-Task +neighbouring 978,990 O I-Task +, 990,991 O I-Task +off 992,995 O I-Task +- 995,996 O I-Task +resonant 996,1004 O I-Task +, 1004,1005 O I-Task +molecule 1006,1014 O I-Task +on 1015,1017 O I-Task +photon 1018,1024 O I-Task +absorption 1025,1035 O I-Task +has 1036,1039 O O +mostly 1040,1046 O O +centred 1047,1054 O O +on 1055,1057 O O +the 1058,1061 O O +phenomenon 1062,1072 O O +of 1073,1075 O O +induced 1076,1083 O B-Process +circular 1084,1092 O I-Process +dichroism 1093,1102 O I-Process +, 1102,1103 O O +where 1104,1109 O O +both 1110,1114 O O +quantum 1115,1122 O B-Process +electrodynamic 1123,1137 O I-Process +( 1138,1139 O O +QED 1139,1142 O B-Process +) 1142,1143 O O +calculations 1144,1156 O O +[ 1157,1158 O O +8–10 1158,1162 O O +] 1162,1163 O O +and 1164,1167 O O +experimental 1168,1180 O B-Process +procedures 1181,1191 O I-Process +[ 1192,1193 O O +11–13 1193,1198 O O +] 1198,1199 O O +predict 1200,1207 O O +and 1208,1211 O O +verify 1212,1218 O O +that 1219,1223 O O +a 1224,1225 O O +chiral 1226,1232 O B-Material +mediator 1233,1241 O I-Material +confers 1242,1249 O O +the 1250,1253 O O +capacity 1254,1262 O O +for 1263,1266 O O +an 1267,1269 O O +achiral 1270,1277 O B-Material +acceptor 1278,1286 O I-Material +to 1287,1289 O O +exhibit 1290,1297 O O +circular 1298,1306 O B-Process +differential 1307,1319 O I-Process +absorption 1320,1330 O I-Process +. 1330,1331 O O + + +-DOCSTART- (S0009261415001517) + +Since 0,5 O O +the 6,9 O O +receptors 10,19 O O +in 20,22 O O +human 23,28 O O +biology 29,36 O O +mostly 37,43 O O +consist 44,51 O O +of 52,54 O O +chiral 55,61 O B-Material +molecules 62,71 O I-Material +, 71,72 O O +drug 73,77 O O +action 78,84 O O +mostly 85,91 O O +involves 92,100 O O +a 101,102 O O +specified 103,112 O O +enantiomeric 113,125 O O +form 126,130 O O +. 130,131 O O + +This 132,136 O O +has 137,140 O O +spurred 141,148 O O +the 149,152 O O +development 153,164 O O +, 164,165 O O +especially 166,176 O O +in 177,179 O O +the 180,183 O O +pharmaceutical 184,198 O O +industry 199,207 O O +, 207,208 O O +of 209,211 O O +a 212,213 O O +host 214,218 O O +of 219,221 O O +techniques 222,232 O B-Task +to 233,235 O I-Task +secure 236,242 O I-Task +enantiopure 243,254 O I-Task +products 255,263 O I-Task +. 263,264 O O + +Such 265,269 O O +methods 270,277 O B-Process +, 277,278 O I-Process +mostly 279,285 O I-Process +multi 286,291 O I-Process +- 291,292 O I-Process +step 292,296 O I-Process +and 297,300 O I-Process +time 301,305 O I-Process +- 305,306 O I-Process +consuming 306,315 O I-Process +, 315,316 O O +can 317,320 O O +typically 321,330 O O +be 331,333 O O +cast 334,338 O O +in 339,341 O O +one 342,345 O O +of 346,348 O O +two 349,352 O O +distinct 353,361 O O +categories 362,372 O O +: 372,373 O O +synthetic 374,383 O B-Process +mechanisms 384,394 O I-Process +designed 395,403 O O +to 404,406 O O +produce 407,414 O O +a 415,416 O O +single 417,423 O O +stereoisomer 424,436 O B-Material +, 436,437 O O +or 438,440 O O +separation 441,451 O B-Process +techniques 452,462 O I-Process +to 463,465 O O +isolate 466,473 O O +distinct 474,482 O O +enantiomers 483,494 O B-Material +from 495,499 O O +a 500,501 O O +racemic 502,509 O O +mixture 510,517 O O +. 517,518 O O + +A 519,520 O O +significant 521,532 O O +drawback 533,541 O O +, 541,542 O O +for 543,546 O O +either 547,553 O O +approach 554,562 O O +, 562,563 O O +is 564,566 O O +a 567,568 O O +dependence 569,579 O O +on 580,582 O O +a 583,584 O O +supply 585,591 O O +of 592,594 O O +enantiopure 595,606 O B-Material +reagents 607,615 O I-Material +or 616,618 O I-Material +substrates 619,629 O I-Material +– 630,631 O O +synthesis 632,641 O B-Process +routes 642,648 O I-Process +generally 649,658 O O +utilise 659,666 O O +chiral 667,673 O B-Material +building 674,682 O I-Material +blocks 683,689 O I-Material +or 690,692 O O +enantioselective 693,709 O B-Material +catalysts 710,719 O I-Material +[ 720,721 O O +7,8 721,724 O O +] 724,725 O O +, 725,726 O O +while 727,732 O O +enantiomer 733,743 O B-Process +separation 744,754 O I-Process +techniques 755,765 O I-Process +typically 766,775 O O +incorporate 776,787 O O +chiral 788,794 O B-Material +selector 795,803 O I-Material +molecules 804,813 O I-Material +to 814,816 O O +form 817,821 O O +chemically 822,832 O O +distinct 833,841 O O +and 842,845 O O +distinguishable 846,861 O O +diastereomeric 862,876 O B-Material +complexes 877,886 O I-Material +[ 887,888 O O +8,9 888,891 O O +] 891,892 O O +. 892,893 O O + +A 894,895 O O +key 896,899 O O +requirement 900,911 O O +in 912,914 O O +aiming 915,921 O O +to 922,924 O O +achieve 925,932 O B-Task +enantiopure 933,944 O I-Task +products 945,953 O I-Task +, 953,954 O I-Task +irrespective 955,967 O I-Task +of 968,970 O I-Task +the 971,974 O I-Task +synthetic 975,984 O I-Task +method 985,991 O I-Task +, 991,992 O O +is 993,995 O O +therefore 996,1005 O O +a 1006,1007 O O +means 1008,1013 O B-Task +to 1014,1016 O I-Task +measure 1017,1024 O I-Task +, 1024,1025 O I-Task +and 1026,1029 O I-Task +duly 1030,1034 O I-Task +quantitate 1035,1045 O I-Task +the 1046,1049 O I-Task +enantiomeric 1050,1062 O I-Task +excess 1063,1069 O I-Task +– 1070,1071 O O +signifying 1072,1082 O O +the 1083,1086 O O +degree 1087,1093 O B-Process +of 1094,1096 O I-Process +chirality 1097,1106 O I-Process +within 1107,1113 O O +molecular 1114,1123 O B-Material +products 1124,1132 O I-Material +. 1132,1133 O O + +Chiral 1134,1140 O B-Process +discrimination 1141,1155 O I-Process +through 1156,1163 O O +optical 1164,1171 O B-Material +means 1172,1177 O I-Material +is 1178,1180 O O +well 1181,1185 O O +- 1185,1186 O O +known 1186,1191 O O +to 1192,1194 O O +offer 1195,1200 O O +direct 1201,1207 O O +, 1207,1208 O O +non 1209,1212 O O +- 1212,1213 O O +contact 1213,1220 O O +ways 1221,1225 O O +to 1226,1228 O O +distinguish 1229,1240 O O +between 1241,1248 O O +molecules 1249,1258 O B-Material +of 1259,1261 O O +different 1262,1271 O O +handedness 1272,1282 O O +, 1282,1283 O O +based 1284,1289 O O +on 1290,1292 O O +observations 1293,1305 O O +such 1306,1310 O O +as 1311,1313 O O +the 1314,1317 O O +subtle 1318,1324 O O +differences 1325,1336 O O +in 1337,1339 O O +absorption 1340,1350 O B-Process +of 1351,1353 O O +left- 1354,1359 O O +and 1360,1363 O O +right 1364,1369 O O +- 1369,1370 O O +handed 1370,1376 O O +circularly 1377,1387 O O +polarised 1388,1397 O O +light 1398,1403 O O +, 1403,1404 O O +or 1405,1407 O O +indeed 1408,1414 O O +the 1415,1418 O O +twisting 1419,1427 O B-Process +of 1428,1430 O I-Process +polarisation 1431,1443 O I-Process +in 1444,1446 O I-Process +optical 1447,1454 O I-Process +rotation 1455,1463 O I-Process +. 1463,1464 O O + +Other 1465,1470 O O +optical 1471,1478 O B-Process +methods 1479,1486 O I-Process +, 1486,1487 O O +under 1488,1493 O O +more 1494,1498 O O +recent 1499,1505 O O +development 1506,1517 O O +, 1517,1518 O O +also 1519,1523 O O +show 1524,1528 O O +some 1529,1533 O O +promise 1534,1541 O O +to 1542,1544 O O +achieve 1545,1552 O O +enantiomer 1553,1563 O B-Task +separation 1564,1574 O I-Task +, 1574,1575 O O +as 1576,1578 O O +will 1579,1583 O O +be 1584,1586 O O +introduced 1587,1597 O O +later 1598,1603 O O +. 1603,1604 O O + + +-DOCSTART- (S0009261415008362) + +For 0,3 O O +any 4,7 O O +quantum 8,15 O B-Process +dynamical 16,25 O I-Process +method 26,32 O I-Process +, 32,33 O O +existing 34,42 O O +or 43,45 O O +emerging 46,54 O O +, 54,55 O O +reliable 56,64 O O +benchmarks 65,75 O B-Task +are 76,79 O O +required 80,88 O O +to 89,91 O O +assess 92,98 O O +their 99,104 O O +accuracy 105,113 O O +. 113,114 O O + +A 115,116 O B-Process +model 117,122 O I-Process +Hamiltonian 123,134 O I-Process +exhibiting 135,145 O O +tunnelling 146,156 O B-Process +dynamics 157,165 O I-Process +through 166,173 O O +a 174,175 O O +multidimensional 176,192 O B-Process +asymmetric 193,203 O I-Process +double 204,210 O I-Process +well 211,215 O I-Process +potential 216,225 O I-Process +has 226,229 O O +been 230,234 O O +used 235,239 O O +as 240,242 O O +a 243,244 O O +test 245,249 O O +by 250,252 O O +the 253,256 O O +MP 257,259 O B-Process +/ 259,260 O I-Process +SOFT 260,264 O I-Process +[ 265,266 O O +18 266,268 O O +] 268,269 O O +and 270,273 O O +CCS 274,277 O B-Process +methods 278,285 O I-Process +[ 286,287 O O +19 287,289 O O +] 289,290 O O +mentioned 291,300 O O +above 301,306 O O +, 306,307 O O +and 308,311 O O +also 312,316 O O +more 317,321 O O +recently 322,330 O O +by 331,333 O O +a 334,335 O O +configuration 336,349 O B-Process +interaction 350,361 O I-Process +( 362,363 O I-Process +CI 363,365 O I-Process +) 365,366 O I-Process +expansion 367,376 O I-Process +method 377,383 O I-Process +[ 384,385 O O +20 385,387 O O +] 387,388 O O +and 389,392 O O +two 393,396 O B-Process +- 396,397 O I-Process +layer 397,402 O I-Process +version 403,410 O I-Process +of 411,413 O I-Process +CCS 414,417 O I-Process +( 418,419 O O +2L 419,421 O B-Process +- 421,422 O I-Process +CCS 422,425 O I-Process +) 425,426 O O +. 426,427 O O + +[ 428,429 O O +21 429,431 O O +] 431,432 O O + +The 433,436 O B-Process +Hamiltonian 437,448 O I-Process +consists 449,457 O O +of 458,460 O O +a 461,462 O O +1-dimensional 463,476 O B-Process +tunnelling 477,487 O I-Process +mode 488,492 O I-Process +coupled 493,500 O O +to 501,503 O O +an 504,506 O O +( 507,508 O B-Process +M−1)-dimensional 508,524 O I-Process +harmonic 525,533 O I-Process +bath 534,538 O I-Process +, 538,539 O O +hence 540,545 O O +it 546,548 O O +is 549,551 O O +a 552,553 O O +system 554,560 O B-Task +- 560,561 O I-Task +bath 561,565 O I-Task +problem 566,573 O I-Task +which 574,579 O O +bears 580,585 O O +some 586,590 O O +similarity 591,601 O O +to 602,604 O O +the 605,608 O O +Caldeira 609,617 O B-Process +- 617,618 O I-Process +Leggett 618,625 O I-Process +model 626,631 O I-Process +of 632,634 O I-Process +tunnelling 635,645 O I-Process +in 646,648 O O +a 649,650 O O +dissipative 651,662 O O +system 663,669 O O +[ 670,671 O O +22,23 671,676 O O +] 676,677 O O +. 677,678 O O + +This 679,683 O O +Hamiltonian 684,695 O B-Process +is 696,698 O O +non 699,702 O O +- 702,703 O O +dissipative 703,714 O O +, 714,715 O O +however 716,723 O O +and 724,727 O O +the 728,731 O O +harmonic 732,740 O B-Process +modes 741,746 O I-Process +all 747,750 O O +have 751,755 O O +the 756,759 O O +same 760,764 O O +frequency 765,774 O O +. 774,775 O O + +System 776,782 O B-Process +- 782,783 O I-Process +bath 783,787 O I-Process +models 788,794 O I-Process +play 795,799 O O +an 800,802 O O +important 803,812 O O +role 813,817 O O +in 818,820 O O +physics 821,828 O B-Task +, 828,829 O O +being 830,835 O O +used 836,840 O O +to 841,843 O O +describe 844,852 O O +superconductivity 853,870 O B-Process +at 871,873 O I-Process +a 874,875 O I-Process +Josephson 876,885 O I-Process +junction 886,894 O I-Process +in 895,897 O O +a 898,899 O O +superconducting 900,915 O B-Process +quantum 916,923 O I-Process +interface 924,933 O I-Process +device 934,940 O I-Process +( 941,942 O O +SQUID 942,947 O B-Process +) 947,948 O O + +[ 949,950 O O +24 950,952 O O +] 952,953 O O +, 953,954 O O +for 955,958 O O +which 959,964 O O +the 965,968 O O +Caldeira 969,977 O B-Process +- 977,978 O I-Process +Leggett 978,985 O I-Process +model 986,991 O I-Process +provides 992,1000 O O +a 1001,1002 O O +theoretical 1003,1014 O O +basis 1015,1020 O O +, 1020,1021 O O +and 1022,1025 O O +magnetic 1026,1034 O B-Process +and 1035,1038 O I-Process +conductance 1039,1050 O I-Process +phenomena 1051,1060 O I-Process +in 1061,1063 O O +the 1064,1067 O O +spin 1068,1072 O B-Task +- 1072,1073 O I-Task +bath 1073,1077 O I-Task +regime 1078,1084 O I-Task +[ 1085,1086 O O +25 1086,1088 O O +] 1088,1089 O O +. 1089,1090 O O + + +-DOCSTART- (S0010938X13003818) + +Based 0,5 O O +on 6,8 O O +the 9,12 O O +theoretical 13,24 O B-Task +analysis 25,33 O I-Task +, 33,34 O O +the 35,38 O O +value 39,44 O B-Process +of 45,47 O I-Process +the 48,51 O I-Process +measuring 52,61 O I-Process +resistor 62,70 O I-Process +, 70,71 O O +Rm 72,74 O B-Process +, 74,75 O O +has 76,79 O O +no 80,82 O O +effect 83,89 O O +on 90,92 O O +the 93,96 O O +corrosion 97,106 O B-Process +process 107,114 O I-Process +and 115,118 O O +on 119,121 O O +the 122,125 O O +estimated 126,135 O O +value 136,141 O B-Process +of 142,144 O I-Process +noise 145,150 O I-Process +resistance 151,161 O I-Process +. 161,162 O O + +In 163,165 O O +order 166,171 O O +to 172,174 O O +validate 175,183 O B-Task +this 184,188 O I-Task +conclusion 189,199 O I-Task +, 199,200 O O +the 201,204 O O +experiment 205,215 O O +of 216,218 O O +Fig 219,222 O O +. 222,223 O O +9 224,225 O O +was 226,229 O O +performed 230,239 O O +. 239,240 O O + +Specifically 241,253 O O +, 253,254 O O +a 255,256 O O +pair 257,261 O B-Material +of 262,264 O I-Material +nominally 265,274 O I-Material +identical 275,284 O I-Material +specimens 285,294 O I-Material +was 295,298 O O +initially 299,308 O O +coupled 309,316 O O +by 317,319 O O +a 320,321 O O +4.7kΩ 322,327 O B-Material +resistor 328,336 O I-Material +and 337,340 O O +their 341,346 O O +potential 347,356 O O +with 357,361 O O +respect 362,369 O O +to 370,372 O O +a 373,374 O O +saturated 375,384 O B-Material +calomel 385,392 O I-Material +electrode 393,402 O I-Material +was 403,406 O O +recorded 407,415 O O +by 416,418 O O +using 419,424 O O +a 425,426 O O +NI 427,429 O B-Material +- 429,430 O I-Material +USB 430,433 O I-Material +6009 434,438 O I-Material +analog 439,445 O I-Material +- 445,446 O I-Material +to 446,448 O I-Material +- 448,449 O I-Material +digital 449,456 O I-Material +converter 457,466 O I-Material +. 466,467 O O + +The 468,471 O O +electrochemical 472,487 O B-Process +noise 488,493 O I-Process +signal 494,500 O I-Process +was 501,504 O O +recorded 505,513 O O +using 514,519 O O +in 520,522 O B-Material +- 522,523 O I-Material +house 523,528 O I-Material +developed 529,538 O I-Material +software 539,547 O I-Material +, 547,548 O O +acquiring 549,558 O O +at 559,561 O O +1023Hz 562,568 O O +segments 569,577 O O +of 578,580 O O +1000 581,585 O O +points 586,592 O O +at 593,595 O O +each 596,600 O O +iteration 601,610 O O +. 610,611 O O + +Between 612,619 O O +iterations 620,630 O O +, 630,631 O O +the 632,635 O O +1000 636,640 O O +values 641,647 O O +acquired 648,656 O O +were 657,661 O O +averaged 662,670 O O +to 671,673 O O +obtain 674,680 O B-Task +a 681,682 O I-Task +single 683,689 O I-Task +value 690,695 O I-Task +of 696,698 O I-Task +potential 699,708 O I-Task +, 708,709 O O +subsequently 710,722 O O +saved 723,728 O O +to 729,731 O O +the 732,735 O O +file 736,740 O O +used 741,745 O O +for 746,749 O O +later 750,755 O O +processing 756,766 O O +. 766,767 O O + +The 768,771 O O +final 772,777 O O +dataset 778,785 O B-Material +comprised 786,795 O O +potential 796,805 O O +values 806,812 O O +spaced 813,819 O O +1±0.05s 820,827 O O +in 828,830 O O +time 831,835 O O +. 835,836 O O + +Under 837,842 O O +the 843,846 O O +assumption 847,857 O O +that 858,862 O O +the 863,866 O O +noise 867,872 O O +present 873,880 O O +above 881,886 O O +1023Hz 887,893 O O +is 894,896 O O +negligible 897,907 O O +compared 908,916 O O +with 917,921 O O +the 922,925 O O +noise 926,931 O O +present 932,939 O O +below 940,945 O O +0.5Hz 946,951 O O +, 951,952 O O +this 953,957 O O +procedure 958,967 O O +enables 968,975 O O +an 976,978 O O +accurate 979,987 O B-Task +recording 988,997 O I-Task +of 998,1000 O I-Task +the 1001,1004 O I-Task +potential 1005,1014 O I-Task +noise 1015,1020 O I-Task +in 1021,1023 O I-Task +the 1024,1027 O I-Task +frequencies 1028,1039 O I-Task +of 1040,1042 O I-Task +interest 1043,1051 O I-Task +, 1051,1052 O O +avoiding 1053,1061 O O +aliasing 1062,1070 O O +of 1071,1073 O O +frequencies 1074,1085 O O +between 1086,1093 O O +0.5 1094,1097 O O +and 1098,1101 O O +1023Hz 1102,1108 O O +and 1109,1112 O O +minimizing 1113,1123 O O +the 1124,1127 O O +50Hz 1128,1132 O O +interference 1133,1145 O O +from 1146,1150 O O +the 1151,1154 O O +mains 1155,1160 O O +supply 1161,1167 O O +. 1167,1168 O O + + +-DOCSTART- (S0010938X14002157) + +A 0,1 O O +surfactant 2,12 O B-Material +is 13,15 O O +a 16,17 O O +surface 18,25 O B-Material +active 26,32 O I-Material +agent 33,38 O I-Material +. 38,39 O O + +In 40,42 O O +this 43,47 O O +work 48,52 O O +a 53,54 O O +surfactant 55,65 O B-Material +term 66,70 O O +will 71,75 O O +be 76,78 O O +used 79,83 O O +for 84,87 O O +compounds 88,97 O B-Material +which 98,103 O I-Material +improve 104,111 O I-Material +the 112,115 O I-Material +dispersability 116,130 O I-Material +of 131,133 O O +the 134,137 O O +CI 138,140 O B-Material +in 141,143 O O +the 144,147 O O +acid 148,152 O B-Material +( 153,154 O O +as 154,156 O O +emulsifiers 157,168 O B-Material +providing 169,178 O O +dispersed 179,188 O B-Material +emulsion 189,197 O I-Material +– 198,199 O O +not 200,203 O O +separated 204,213 O O +) 213,214 O O +while 215,220 O O +wetting 221,228 O O +the 229,232 O O +surface 233,240 O O +of 241,243 O O +the 244,247 O O +metallic 248,256 O B-Material +material 257,265 O I-Material +[ 266,267 O O +14,20,24 267,275 O O +] 275,276 O O +. 276,277 O O + +However 278,285 O O +, 285,286 O O +surfactants 287,298 O O +can 299,302 O O +offer 303,308 O O +corrosion 309,318 O B-Task +protection 319,329 O I-Task +themselves 330,340 O O +. 340,341 O O + +Some 342,346 O O +examples 347,355 O O +when 356,360 O O +the 361,364 O O +same 365,369 O O +compound 370,378 O O +was 379,382 O O +used 383,387 O O +as 388,390 O O +a 391,392 O O +surfactant 393,403 O B-Material +or 404,406 O I-Material +active 407,413 O I-Material +corrosion 414,423 O I-Material +inhibitor 424,433 O I-Material +ingredient 434,444 O O +are 445,448 O O +given 449,454 O O +below 455,460 O O +. 460,461 O O + +Typical 462,469 O O +surfactants 470,481 O B-Material +in 482,484 O O +the 485,488 O O +oilfield 489,497 O O +services 498,506 O O +industry 507,515 O O +are 516,519 O O +alkylphenol 520,531 O B-Material +ethoxylates 532,543 O I-Material +, 543,544 O O +e.g. 545,549 O O +nonylphenol 550,561 O B-Material +ethoxylate 562,572 O I-Material +( 573,574 O O +NPE 574,577 O B-Material +) 577,578 O O + +[ 579,580 O O +14,15,30,106,107 580,596 O O +] 596,597 O O +. 597,598 O O + +However 599,606 O O +, 606,607 O O +NPEs 608,612 O B-Material +have 613,617 O O +been 618,622 O O +banned 623,629 O O +from 630,634 O O +use 635,638 O O +in 639,641 O O +the 642,645 O O +North 646,651 O O +Sea 652,655 O O +because 656,663 O O +of 664,666 O O +their 667,672 O O +toxicity 673,681 O O +. 681,682 O O + +On 683,685 O O +the 686,689 O O +other 690,695 O O +hand 696,700 O O +, 700,701 O O +ethoxylated 702,713 O B-Material +linear 714,720 O I-Material +alcohols 721,729 O I-Material +are 730,733 O O +more 734,738 O O +acceptable 739,749 O O +[ 750,751 O O +20 751,753 O O +] 753,754 O O +. 754,755 O O + +The 756,759 O O +quaternary 760,770 O B-Material +ammonium 771,779 O I-Material +salts 780,785 O I-Material +and 786,789 O O +amines 790,796 O B-Material +( 797,798 O I-Material +when 798,802 O I-Material +protonated 803,813 O I-Material +) 813,814 O I-Material +are 815,818 O O +the 819,822 O O +most 823,827 O O +used 828,832 O O +compounds 833,842 O O +of 843,845 O O +the 846,849 O O +cationic 850,858 O B-Material +surfactants 859,870 O I-Material +class 871,876 O I-Material +, 876,877 O O +where 878,883 O O +the 884,887 O O +cation 888,894 O B-Material +is 895,897 O O +the 898,901 O O +surface 902,909 O B-Material +active 910,916 O I-Material +specie 917,923 O I-Material +. 923,924 O O + +As 925,927 O O +the 928,931 O O +amines 932,938 O B-Material +only 939,943 O O +function 944,952 O O +as 953,955 O O +a 956,957 O O +surfactant 958,968 O B-Material +in 969,971 O O +the 972,975 O O +protonated 976,986 O B-Process +state 987,992 O I-Process +, 992,993 O O +they 994,998 O O +can 999,1002 O O +not 1002,1005 O O +be 1006,1008 O O +used 1009,1013 O O +at 1014,1016 O O +high 1017,1021 O O +pH. 1022,1025 O O +On 1026,1028 O O +the 1029,1032 O O +other 1033,1038 O O +hand 1039,1043 O O +, 1043,1044 O O +quaternary 1045,1055 O B-Material +ammonium 1056,1064 O I-Material +compounds 1065,1074 O I-Material +, 1074,1075 O O +frequently 1076,1086 O O +abbreviated 1087,1098 O O +as 1099,1101 O O +“ 1102,1103 O O +quats 1103,1108 O B-Material + +” 1108,1109 O O +, 1109,1110 O O +are 1111,1114 O O +not 1115,1118 O O +pH 1119,1121 O O +sensitive 1122,1131 O O +. 1131,1132 O O + +Long 1133,1137 O B-Material +- 1137,1138 O I-Material +chain 1138,1143 O I-Material +quaternary 1144,1154 O I-Material +ammonium 1155,1163 O I-Material +bromides 1164,1172 O I-Material +were 1173,1177 O O +also 1178,1182 O O +reported 1183,1191 O O +to 1192,1194 O O +work 1195,1199 O O +as 1200,1202 O O +efficient 1203,1212 O O +CIs 1213,1216 O B-Material +for 1217,1220 O O +steel 1221,1226 O B-Material +materials 1227,1236 O I-Material +[ 1237,1238 O O +106 1238,1241 O O +] 1241,1242 O O +. 1242,1243 O O + +A 1244,1245 O O +frequently 1246,1256 O O +employed 1257,1265 O O +surfactant 1266,1276 O B-Material +was 1277,1280 O O +N 1281,1282 O B-Material +- 1282,1283 O I-Material +dodecylpyridinium 1283,1300 O I-Material +bromide 1301,1308 O I-Material +( 1309,1310 O O +DDPB 1310,1314 O B-Material +) 1314,1315 O O + +[ 1316,1317 O O +9,60,61,108,109 1317,1332 O O +] 1332,1333 O O +. 1333,1334 O O + +Anionic 1335,1342 O B-Material +sulphates 1343,1352 O I-Material +, 1352,1353 O O +anionic 1354,1361 O B-Material +sulphonates 1362,1373 O I-Material +, 1373,1374 O O +alkoxylated 1375,1386 O B-Material +alkylphenol 1387,1398 O I-Material +resins 1399,1405 O I-Material +, 1405,1406 O O +and 1407,1410 O O +polyoxyethylene 1411,1426 O B-Material +sorbitan 1427,1435 O I-Material +oleates 1436,1443 O I-Material +are 1444,1447 O O +also 1448,1452 O O +useful 1453,1459 O O +surfactants 1460,1471 O B-Material +. 1471,1472 O O + +Ali 1473,1476 O O +reported 1477,1485 O O +that 1486,1490 O O +a 1491,1492 O O +particularly 1493,1505 O O +useful 1506,1512 O O +surfactant 1513,1523 O B-Material +is 1524,1526 O O +a 1527,1528 O O +blend 1529,1534 O B-Material +of 1535,1537 O I-Material +polyethylene 1538,1550 O I-Material +glycol 1551,1557 O I-Material +esters 1558,1564 O I-Material +of 1565,1567 O I-Material +fatty 1568,1573 O I-Material +acids 1574,1579 O I-Material +and 1580,1583 O I-Material +ethoxylated 1584,1595 O I-Material +alkylphenols 1596,1608 O I-Material +[ 1609,1610 O O +15 1610,1612 O O +] 1612,1613 O O +. 1613,1614 O O + +Several 1615,1622 O O +examples 1623,1631 O O +of 1632,1634 O O +the 1635,1638 O O +surfactants 1639,1650 O B-Material +used 1651,1655 O O +are 1656,1659 O O +given 1660,1665 O O +below 1666,1671 O O +in 1672,1674 O O +Section 1675,1682 O O +5.6 1683,1686 O O +. 1686,1687 O O + + +-DOCSTART- (S0010938X15003261) + +The 0,3 O O +related 4,11 O O +Volta 12,17 O B-Process +potential 18,27 O I-Process +( 28,29 O O +Ψ 29,30 O B-Process +) 30,31 O O +is 32,34 O O +the 35,38 O O +potential 39,48 O B-Process +difference 49,59 O I-Process +between 60,67 O O +a 68,69 O O +position 70,78 O O +infinitely 79,89 O O +far 90,93 O O +away 94,98 O O +from 99,103 O O +the 104,107 O O +surface 108,115 O O +and 116,119 O O +a 120,121 O O +position 122,130 O O +just 131,135 O O +outside 136,143 O O +the 144,147 O O +surface 148,155 O O +, 155,156 O O +and 157,160 O O +is 161,163 O O +the 164,167 O O +measureable 168,179 O B-Process +quantity 180,188 O I-Process +characterising 189,203 O O +electrochemical 204,219 O B-Process +behaviour 220,229 O I-Process +of 230,232 O I-Process +a 233,234 O I-Process +metal 235,240 O I-Process +[ 241,242 O O +12,17 242,247 O O +] 247,248 O O +. 248,249 O O + +The 250,253 O O +scanning 254,262 O B-Process +Kelvin 263,269 O I-Process +probe 270,275 O I-Process +force 276,281 O I-Process +microscopy 282,292 O I-Process +( 293,294 O O +SKPFM 294,299 O B-Process +) 299,300 O O +technique 301,310 O O +allows 311,317 O O +detection 318,327 O B-Task +of 328,330 O I-Task +local 331,336 O I-Task +EWF 337,340 O I-Task +( 341,342 O O +if 342,344 O O +the 345,348 O O +EWF 349,352 O O +of 353,355 O O +the 356,359 O O +tip 360,363 O O +is 364,366 O O +known 367,372 O O +) 372,373 O O +, 373,374 O O +or 375,377 O O +Volta 378,383 O B-Task +potential 384,393 O I-Task +differences 394,405 O I-Task +( 406,407 O O +ΔΨ 407,409 O B-Task +) 409,410 O O +between 411,418 O O +an 419,421 O O +atomic 422,428 O B-Material +force 429,434 O I-Material +microscopy 435,445 O I-Material +tip 446,449 O I-Material +( 450,451 O O +usually 451,458 O O +Pt 459,461 O B-Material +coated 462,468 O I-Material +) 468,469 O O +and 470,473 O O +the 474,477 O O +metal 478,483 O B-Material +surface 484,491 O I-Material +[ 492,493 O O +14,15,19 493,501 O O +] 501,502 O O +. 502,503 O O + +The 504,507 O O +lateral 508,515 O O +resolution 516,526 O O +of 527,529 O O +SKPFM 530,535 O B-Process +can 536,539 O O +be 540,542 O O +as 543,545 O O +high 546,550 O O +as 551,553 O O +10 554,556 O O +’s 556,558 O O +of 559,561 O O +nm 562,564 O O +in 565,567 O O +ambient 568,575 O B-Material +air 576,579 O I-Material +, 579,580 O O +with 581,585 O O +a 586,587 O O +sensitivity 588,599 O O +up 600,602 O O +to 603,605 O O +10–20meV 606,614 O O +[ 615,616 O O +19 616,618 O O +] 618,619 O O +. 619,620 O O + +Volta 621,626 O B-Process +potential 627,636 O I-Process +is 637,639 O O +a 640,641 O O +characteristic 642,656 O O +property 657,665 O B-Process +of 666,668 O I-Process +a 669,670 O I-Process +metal 671,676 O I-Process +surface 677,684 O I-Process +and 685,688 O O +can 689,692 O O +be 693,695 O O +used 696,700 O O +to 701,703 O O +understand 704,714 O B-Task +electrochemical 715,730 O I-Task +processes 731,740 O I-Task +[ 741,742 O O +16 742,744 O O +] 744,745 O O +. 746,747 O O + +It 748,750 O O +is 751,753 O O +sensitive 754,763 O O +to 764,766 O O +any 767,770 O O +kind 771,775 O O +of 776,778 O O +surface 779,786 O O +defects 787,794 O O +, 794,795 O O +chemical 796,804 O O +variations 805,815 O O +, 815,816 O O +and 817,820 O O +residual 821,829 O O +stress 830,836 O O +[ 837,838 O O +13,17 838,843 O O +] 843,844 O O +. 844,845 O O + +Volta 846,851 O B-Process +potential 852,861 O I-Process +differences 862,873 O I-Process +in 874,876 O I-Process +microstructure 877,891 O I-Process +have 892,896 O O +been 897,901 O O +used 902,906 O O +to 907,909 O O +predict 910,917 O B-Task +corrosion 918,927 O I-Task +behaviour 928,937 O I-Task +[ 938,939 O O +10,15,18,20–22 939,953 O O +] 953,954 O O +. 954,955 O O + +Regions 956,963 O O +with 964,968 O O +larger 969,975 O B-Process +( 976,977 O I-Process +ΔΨ 977,979 O I-Process +) 979,980 O I-Process +indicate 981,989 O I-Process +increased 990,999 O I-Process +surface 1000,1007 O I-Process +reactivity 1008,1018 O I-Process +[ 1019,1020 O O +11,15,18 1020,1028 O O +] 1028,1029 O O +, 1029,1030 O O +and 1031,1034 O O +even 1035,1039 O O +a 1040,1041 O O +correlation 1042,1053 O O +between 1054,1061 O O +Volta 1062,1067 O B-Process +potential 1068,1077 O I-Process +differences 1078,1089 O I-Process +measured 1090,1098 O O +in 1099,1101 O O +nominally 1102,1111 O O +dry 1112,1115 O B-Material +air 1116,1119 O I-Material +and 1120,1123 O O +their 1124,1129 O O +free 1130,1134 O B-Process +corrosion 1135,1144 O I-Process +potential 1145,1154 O I-Process +( 1155,1156 O O +Ecorr 1156,1161 O B-Process +) 1161,1162 O O +pre 1163,1166 O O +- 1166,1167 O O +determined 1167,1177 O O +under 1178,1183 O O +immersed 1184,1192 O O +conditions 1193,1203 O O +has 1204,1207 O O +been 1208,1212 O O +reported 1213,1221 O O +[ 1222,1223 O O +18 1223,1225 O O +] 1225,1226 O O +. 1226,1227 O O + + +-DOCSTART- (S0021961415003821) + +The 0,3 O O +homologous 4,14 O B-Material +series 15,21 O I-Material +of 22,24 O I-Material +n 25,26 O I-Material +- 26,27 O I-Material +alkanes 27,34 O I-Material +are 35,38 O O +represented 39,50 O O +here 51,55 O O +as 56,58 O O +homonuclear 59,70 O B-Material +chains 71,77 O I-Material +of 78,80 O I-Material +tangent 81,88 O I-Material +Mie 89,92 O I-Material +spherical 93,102 O I-Material +CG 103,105 O I-Material +segments 106,114 O I-Material +. 114,115 O O + +The 116,119 O O +development 120,131 O B-Task +of 132,134 O I-Task +CG 135,137 O I-Task +models 138,144 O I-Task +for 145,148 O I-Task +long 149,153 O I-Task +n 154,155 O I-Task +- 155,156 O I-Task +alkanes 156,163 O I-Task +such 164,168 O O +as 169,171 O O +n 172,173 O B-Material +- 173,174 O I-Material +decane 174,180 O I-Material +( 181,182 O O +n 182,183 O B-Material +- 183,184 O I-Material +C10H22 184,190 O I-Material +) 190,191 O O +and 192,195 O O +n 196,197 O B-Material +- 197,198 O I-Material +eicosane 198,206 O I-Material +( 207,208 O O +n 208,209 O B-Material +- 209,210 O I-Material +C20H42 210,216 O I-Material +) 216,217 O O +has 218,221 O O +already 222,229 O O +been 230,234 O O +successfully 235,247 O O +demonstrated 248,260 O O +using 261,266 O O +the 267,270 O O +SAFT-γ 271,277 O B-Process +Mie 278,281 O I-Process +formalism 282,291 O I-Process +[ 292,293 O O +118 293,296 O O +] 296,297 O O +. 297,298 O O + +The 299,302 O O +n 303,304 O B-Material +- 304,305 O I-Material +decane 305,311 O I-Material +molecule 312,320 O I-Material +was 321,324 O O +represented 325,336 O O +by 337,339 O O +chains 340,346 O O +of 347,349 O O +three 350,355 O O +and 356,359 O O +n 360,361 O B-Material +- 361,362 O I-Material +eicosane 362,370 O I-Material +chains 371,377 O O +of 378,380 O O +six 381,384 O O +fully 385,390 O O +flexible 391,399 O O +tangentially 400,412 O O +bonded 413,419 O O +Mie 420,423 O B-Material +segments 424,432 O I-Material +. 432,433 O O + +A 434,435 O O +certain 436,443 O O +degree 444,450 O O +of 451,453 O O +parameter 454,463 O O +degeneracy 464,474 O O +in 475,477 O O +terms 478,483 O O +of 484,486 O O +overall 487,494 O O +performance 495,506 O O +is 507,509 O O +expected 510,518 O O +as 519,521 O O +a 522,523 O O +consequence 524,535 O O +of 536,538 O O +the 539,542 O O +conformal 543,552 O O +nature 553,559 O O +of 560,562 O O +the 563,566 O O +EOS 567,570 O O +description 571,582 O O +[ 583,584 O O +132 584,587 O O +] 587,588 O O +. 588,589 O O + +In 590,592 O O +our 593,596 O O +current 597,604 O O +work 605,609 O O +, 609,610 O O +we 611,613 O O +use 614,617 O O +an 618,620 O O +alternative 621,632 O B-Process +CG 633,635 O I-Process +mapping 636,643 O I-Process +for 644,647 O O +n 648,649 O B-Material +- 649,650 O I-Material +alkanes 650,657 O I-Material +developed 658,667 O O +in 668,670 O O +reference 671,680 O O +[ 681,682 O O +122 682,685 O O +] 685,686 O O +, 686,687 O O +where 688,693 O O +each 694,698 O O +segment 699,706 O O +was 707,710 O O +taken 711,716 O O +to 717,719 O O +represent 720,729 O O +three 730,735 O O +alkyl 736,741 O B-Material +carbon 742,748 O I-Material +backbone 749,757 O I-Material +atoms 758,763 O I-Material +and 764,767 O O +their 768,773 O O +corresponding 774,787 O O +hydrogen 788,796 O B-Material +atoms 797,802 O I-Material +. 802,803 O O + +By 804,806 O O +applying 807,815 O O +this 816,820 O O +mapping 821,828 O O +, 828,829 O O +n 830,831 O B-Material +- 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+here 1271,1275 O O +; 1275,1276 O O +the 1277,1280 O O +number 1281,1287 O O +of 1288,1290 O O +segments 1291,1299 O O +m 1300,1301 O O +is 1302,1304 O O +taken 1305,1310 O O +to 1311,1313 O O +be 1314,1316 O O +the 1317,1320 O O +nearest 1321,1328 O O +integer 1329,1336 O O +of 1337,1339 O O +the 1340,1343 O O +division 1344,1352 O O +of 1353,1355 O O +the 1356,1359 O O +carbon 1360,1366 O B-Material +number 1367,1373 O O +C 1374,1375 O O +by 1376,1378 O O +three 1379,1384 O O +. 1384,1385 O O + +The 1386,1389 O O +size 1390,1394 O O +σ 1395,1396 O O +and 1397,1400 O O +energy 1401,1407 O O +∊ 1408,1409 O O +parameters 1410,1420 O O +are 1421,1424 O O +then 1425,1429 O O +estimated 1430,1439 O O +from 1440,1444 O O +the 1445,1448 O O +experimental 1449,1461 O O +saturated 1462,1471 O B-Process +- 1471,1472 O I-Process +liquid 1472,1478 O I-Process +density 1479,1486 O I-Process +and 1487,1490 O O +vapour 1491,1497 O B-Process +pressure 1498,1506 O I-Process +of 1507,1509 O O +the 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+the 1768,1771 O O +critical 1772,1780 O O +properties 1781,1791 O O +[ 1792,1793 O O +125 1793,1796 O O +] 1796,1797 O O +. 1797,1798 O O + + +-DOCSTART- (S0021999113005652) + +This 0,4 O O +study 5,10 O O +proposes 11,19 O O +a 20,21 O O +new 22,25 O B-Task +framework 26,35 O I-Task +of 36,38 O I-Task +a 39,40 O I-Task +numerical 41,50 O I-Task +modelling 51,60 O I-Task +of 61,63 O O +the 64,67 O O +gas 68,71 O B-Process +exchange 72,80 O I-Process +between 81,88 O O +air 89,92 O B-Material +and 93,96 O O +water 97,102 O B-Material +across 103,109 O O +their 110,115 O O +interface 116,125 O O +, 125,126 O O +and 127,130 O O +subsequent 131,141 O O +chemical 142,150 O B-Process +reaction 151,159 O I-Process +in 160,162 O I-Process +water 163,168 O I-Process +based 169,174 O O +on 175,177 O O +an 178,180 O O +extended 181,189 O O +two 190,193 O B-Process +- 193,194 O I-Process +compartment 194,205 O I-Process +model 206,211 O I-Process +. 211,212 O O + +The 213,216 O O +major 217,222 O O +purpose 223,230 O O +of 231,233 O O +this 234,238 O O +study 239,244 O O +is 245,247 O O +to 248,250 O O +provide 251,258 O O +a 259,260 O O +fundamental 261,272 O B-Process +concept 273,280 O I-Process +for 281,284 O O +modelling 285,294 O B-Task +physicochemical 295,310 O I-Task +processes 311,320 O I-Task +of 321,323 O O +the 324,327 O O +gas 328,331 O B-Process +exchange 332,340 O I-Process +, 340,341 O O +followed 342,350 O O +by 351,353 O O +the 354,357 O O +chemical 358,366 O B-Process +reaction 367,375 O I-Process +in 376,378 O I-Process +water 379,384 O I-Process +. 384,385 O O + +Demonstrating 386,399 O O +fundamental 400,411 O O +data 412,416 O O +and 417,420 O O +knowledge 421,430 O O +on 431,433 O O +the 434,437 O O +important 438,447 O O +environmental 448,461 O O +transport 462,471 O O +phenomena 472,481 O O +, 481,482 O O +especially 483,493 O O +the 494,497 O O +effects 498,505 O B-Process +of 506,508 O I-Process +the 509,512 O I-Process +Schmidt 513,520 O I-Process 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785,791 O O +is 792,794 O O +the 795,798 O O +chemical 799,807 O B-Process +reaction 808,816 O I-Process +in 817,819 O I-Process +the 820,823 O I-Process +water 824,829 O I-Process +phase 830,835 O I-Process +. 835,836 O O + +A 837,838 O O +first 839,844 O O +- 844,845 O O +order 845,850 O O +, 850,851 O O +irreversible 852,864 O B-Process +chemical 865,873 O I-Process +reaction 874,882 O I-Process +of 883,885 O O +the 886,889 O O +gaseous 890,897 O B-Material +material 898,906 O I-Material +after 907,912 O O +its 913,916 O O +uptake 917,923 O O +into 924,928 O O +the 929,932 O O +water 933,938 O B-Material +phase 939,944 O I-Material +is 945,947 O O +assumed 948,955 O O +here 956,960 O O +to 961,963 O O +simplify 964,972 O O +interactions 973,985 O O +of 986,988 O O +the 989,992 O O +chemical 993,1001 O B-Process +reactions 1002,1011 O I-Process +and 1012,1015 O O +turbulent 1016,1025 O B-Process +transport 1026,1035 O I-Process +phenomena 1036,1045 O I-Process +in 1046,1048 O I-Process +water 1049,1054 O I-Process +. 1054,1055 O O + +While 1056,1061 O O +a 1062,1063 O O +traditional 1064,1075 O O +two 1076,1079 O B-Process +- 1079,1080 O I-Process +compartment 1080,1091 O I-Process +model 1092,1097 O I-Process +assumes 1098,1105 O O +uniform 1106,1113 O O +concentration 1114,1127 O O +of 1128,1130 O O +a 1131,1132 O O +material 1133,1141 O O +in 1142,1144 O O +each 1145,1149 O O +compartment 1150,1161 O O +, 1161,1162 O O +the 1163,1166 O O +present 1167,1174 O O +two 1175,1178 O B-Process +- 1178,1179 O I-Process +compartment 1179,1190 O I-Process +model 1191,1196 O I-Process +uses 1197,1201 O O +a 1202,1203 O O +computational 1204,1217 O B-Process +fluid 1218,1223 O I-Process +dynamics 1224,1232 O I-Process +( 1233,1234 O O +CFD 1234,1237 O B-Process +) 1237,1238 O O +technique 1239,1248 O O +in 1249,1251 O O +the 1252,1255 O O +water 1256,1261 O B-Material +compartment 1262,1273 O O +to 1274,1276 O O +evaluate 1277,1285 O B-Task +temporal 1286,1294 O I-Task +development 1295,1306 O I-Task +of 1307,1309 O I-Task +three 1310,1315 O I-Task +- 1315,1316 O I-Task +dimensional 1316,1327 O I-Task +profiles 1328,1336 O I-Task +of 1337,1339 O I-Task +the 1340,1343 O I-Task +velocity 1344,1352 O I-Task +and 1353,1356 O I-Task +concentration 1357,1370 O I-Task +fields 1371,1377 O I-Task +. 1377,1378 O O + +A 1379,1380 O O +direct 1381,1387 O B-Process +numerical 1388,1397 O I-Process +simulation 1398,1408 O I-Process +( 1409,1410 O O +DNS 1410,1413 O B-Process +) 1413,1414 O O +approach 1415,1423 O O +is 1424,1426 O O +used 1427,1431 O O +to 1432,1434 O O +evaluate 1435,1443 O B-Task +profiles 1444,1452 O I-Task +of 1453,1455 O I-Task +fluid 1456,1461 O I-Task +velocities 1462,1472 O I-Task +and 1473,1476 O I-Task +concentrations 1477,1491 O I-Task +in 1492,1494 O I-Task +water 1495,1500 O I-Task +, 1500,1501 O O +and 1502,1505 O O +several 1506,1513 O O +important 1514,1523 O O +turbulence 1524,1534 O O +statistics 1535,1545 O O +have 1546,1550 O O +been 1551,1555 O O +evaluated 1556,1565 O O +without 1566,1573 O O +using 1574,1579 O O +turbulent 1580,1589 O O +closures 1590,1598 O O +, 1598,1599 O O +and 1600,1603 O O +subgrid 1604,1611 O B-Process +- 1611,1612 O I-Process +scale 1612,1617 O I-Process +models 1618,1624 O I-Process +. 1624,1625 O O + +We 1626,1628 O O +assume 1629,1635 O O +that 1636,1640 O O +a 1641,1642 O O +fluid 1643,1648 O B-Process +flow 1649,1653 O I-Process +in 1654,1656 O I-Process +the 1657,1660 O I-Process +water 1661,1666 O I-Process +phase 1667,1672 O I-Process +is 1673,1675 O O +a 1676,1677 O O +well 1678,1682 O O +- 1682,1683 O O +developed 1683,1692 O O +turbulent 1693,1702 O O +water 1703,1708 O B-Material +layer 1709,1714 O O +of 1715,1717 O O +a 1718,1719 O O +low 1720,1723 O O +Reynolds 1724,1732 O O +number 1733,1739 O O +, 1739,1740 O O +and 1741,1744 O O +the 1745,1748 O O +Schmidt 1749,1756 O O +number 1757,1763 O O +is 1764,1766 O O +varied 1767,1773 O O +from 1774,1778 O O +1 1779,1780 O O +to 1781,1783 O O +8 1784,1785 O O +to 1786,1788 O O +observe 1789,1796 O B-Task +the 1797,1800 O I-Task +effects 1801,1808 O I-Task +of 1809,1811 O I-Task +the 1812,1815 O I-Task +molecular 1816,1825 O I-Task +diffusion 1826,1835 O I-Task +of 1836,1838 O O +the 1839,1842 O O +gas 1843,1846 O B-Material +in 1847,1849 O O +sub 1850,1853 O O +- 1853,1854 O O +interface 1854,1863 O O +water 1864,1869 O B-Material +on 1870,1872 O O +the 1873,1876 O O +gas 1877,1880 O B-Process +exchange 1881,1889 O I-Process +rate 1890,1894 O I-Process +at 1895,1897 O I-Process +the 1898,1901 O I-Process +interface 1902,1911 O I-Process +. 1911,1912 O O + +Six 1913,1916 O O +degrees 1917,1924 O O +of 1925,1927 O O +the 1928,1931 O O +nondimensional 1932,1946 O B-Process +chemical 1947,1955 O I-Process +reaction 1956,1964 O I-Process +rate 1965,1969 O I-Process +are 1970,1973 O O +used 1974,1978 O O +to 1979,1981 O O +find 1982,1986 O O +the 1987,1990 O O +effect 1991,1997 O B-Task +of 1998,2000 O I-Task +the 2001,2004 O I-Task +chemical 2005,2013 O I-Task +reaction 2014,2022 O I-Task +rate 2023,2027 O I-Task +on 2028,2030 O I-Task +the 2031,2034 O I-Task +gas 2035,2038 O I-Task +exchange 2039,2047 O I-Task +mechanisms 2048,2058 O I-Task +. 2058,2059 O O + +Extrapolations 2060,2074 O O +of 2075,2077 O O +the 2078,2081 O O +gas 2082,2085 O B-Process +exchange 2086,2094 O I-Process +rates 2095,2100 O I-Process +and 2101,2104 O O +the 2105,2108 O O +related 2109,2116 O O +transport 2117,2126 O B-Process +phenomena 2127,2136 O I-Process +toward 2137,2143 O O +larger 2144,2150 O O +Schmidt 2151,2158 O O +number 2159,2165 O O +and 2166,2169 O O +the 2170,2173 O O +faster 2174,2180 O O +chemical 2181,2189 O B-Process +reaction 2190,2198 O I-Process +rate 2199,2203 O O +will 2204,2208 O O +also 2209,2213 O O +be 2214,2216 O O +examined 2217,2225 O O +to 2226,2228 O O +predict 2229,2236 O B-Task +the 2237,2240 O I-Task +gas 2241,2244 O I-Task +exchange 2245,2253 O I-Task +processes 2254,2263 O I-Task +of 2264,2266 O O +the 2267,2270 O O +actual 2271,2277 O O +gases 2278,2283 O B-Material +of 2284,2286 O O +Sc∼O(102 2287,2295 O B-Material +) 2295,2296 O I-Material +based 2297,2302 O O +on 2303,2305 O O +results 2306,2313 O O +from 2314,2318 O O +the 2319,2322 O O +present 2323,2330 O O +numerical 2331,2340 O B-Task +experiments 2341,2352 O I-Task +. 2352,2353 O O + + +-DOCSTART- (S0021999113005846) + +Although 0,8 O O +the 9,12 O O +free 13,17 O B-Task +Kelvin 18,24 O I-Task +wave 25,29 O I-Task +problem 30,37 O I-Task +is 38,40 O O +of 41,43 O O +considerable 44,56 O O +theoretical 57,68 O O +importance 69,79 O O +, 79,80 O O +problems 81,89 O B-Task +with 90,94 O I-Task +forcing 95,102 O I-Task +and 103,106 O I-Task +damping 107,114 O I-Task +have 115,119 O O +greater 120,127 O O +practical 128,137 O O +importance 138,148 O O +. 148,149 O O + +In 150,152 O O +nature 153,159 O O +, 159,160 O O +the 161,164 O O +forcing 165,172 O B-Process +could 173,178 O O +be 179,181 O O +due 182,185 O O +to 186,188 O O +a 189,190 O O +wind 191,195 O B-Process +stress 196,202 O I-Process +at 203,205 O I-Process +the 206,209 O I-Process +free 210,214 O I-Process +surface 215,222 O I-Process +or 223,225 O O +an 226,228 O O +astronomical 229,241 O B-Process +tidal 242,247 O I-Process +potential 248,257 O I-Process +, 257,258 O O +and 259,262 O O +the 263,266 O O +damping 267,274 O B-Process +could 275,280 O O +be 281,283 O O +due 284,287 O O +to 288,290 O O +the 291,294 O O +turbulent 295,304 O B-Process +stress 305,311 O I-Process +of 312,314 O I-Process +a 315,316 O I-Process +bottom 317,323 O I-Process +boundary 324,332 O I-Process +layer 333,338 O I-Process +. 338,339 O O + +Regardless 340,350 O O +of 351,353 O O +the 354,357 O O +details 358,365 O O +, 365,366 O O +the 367,370 O O +forced 371,377 O B-Process +response 378,386 O I-Process +is 387,389 O O +composed 390,398 O O +of 399,401 O O +shallow 402,409 O B-Material +- 409,410 O I-Material +water 410,415 O I-Material +waves 416,421 O I-Material +, 421,422 O O +possibly 423,431 O O +including 432,441 O O +Kelvin 442,448 O B-Material +waves 449,454 O I-Material +, 454,455 O O +with 456,460 O O +the 461,464 O O +largest 465,472 O O +amplitudes 473,483 O O +in 484,486 O O +waves 487,492 O B-Material +with 493,497 O O +a 498,499 O O +natural 500,507 O B-Process +frequency 508,517 O I-Process +ωf 518,520 O B-Process +close 521,526 O O +to 527,529 O O +that 530,534 O O +of 535,537 O O +the 538,541 O O +forcing 542,549 O B-Process +frequency 550,559 O I-Process +ω 560,561 O B-Process +; 561,562 O O +various 563,570 O O +examples 571,579 O O +of 580,582 O O +this 583,587 O O +sort 588,592 O O +are 593,596 O O +given 597,602 O O +in 603,605 O O +Chapters 606,614 O O +9 615,616 O O +and 617,620 O O +10 621,623 O O +of 624,626 O O +Gill 627,631 O O +[ 632,633 O O +16 633,635 O O +] 635,636 O O +. 636,637 O O + +When 638,642 O O +ω≈ωf 643,647 O B-Process +, 647,648 O O +there 649,654 O O +is 655,657 O O +a 658,659 O O +large 660,665 O O +amplitude 666,675 O O +near 676,680 O O +- 680,681 O O +resonant 681,689 O O +response 690,698 O O +, 698,699 O O +the 700,703 O O +size 704,708 O O +of 709,711 O O +which 712,717 O O +is 718,720 O O +sensitive 721,730 O O +to 731,733 O O +the 734,737 O O +weak 738,742 O B-Process +damping 743,750 O I-Process +and 751,754 O O +|ω−ωf| 755,761 O B-Process +. 761,762 O O + +Thus 763,767 O O +, 767,768 O O +in 769,771 O O +numerical 772,781 O B-Task +solutions 782,791 O I-Task +of 792,794 O O +near 795,799 O B-Material +- 799,800 O I-Material +resonantly 800,810 O I-Material +forced 811,817 O I-Material +waves 818,823 O I-Material +, 823,824 O O +we 825,827 O O +anticipate 828,838 O O +that 839,843 O O +errors 844,850 O O +in 851,853 O O +ωf 854,856 O B-Process +( 857,858 O O +associated 858,868 O O +with 869,873 O O +the 874,877 O O +spatial 878,885 O B-Process +discretisation 886,900 O I-Process +) 900,901 O O +could 902,907 O O +lead 908,912 O O +to 913,915 O O +non 916,919 O O +- 919,920 O O +trivial 920,927 O O +errors 928,934 O O +in 935,937 O O +the 938,941 O O +forced 942,948 O O +response 949,957 O O +. 957,958 O O + + +-DOCSTART- (S002199911500025X) + +A 0,1 O O +fully 2,7 O B-Process +- 7,8 O I-Process +coupled 8,15 O I-Process +numerical 16,25 O I-Process +framework 26,35 O I-Process +for 36,39 O O +two 40,43 O B-Process +- 43,44 O I-Process +phase 44,49 O I-Process +flows 50,55 O I-Process +with 56,60 O O +an 61,63 O O +implicit 64,72 O O +implementation 73,87 O O +of 88,90 O O +surface 91,98 O B-Process +tension 99,106 O I-Process +has 107,110 O O +been 111,115 O O +introduced 116,126 O O +in 127,129 O O +this 130,134 O O +article 135,142 O O +. 142,143 O O + +This 144,148 O O +fully 149,154 O B-Process +- 154,155 O I-Process +coupled 155,162 O I-Process +framework 163,172 O I-Process +has 173,176 O O +then 177,181 O O +been 182,186 O O +used 187,191 O O +to 192,194 O O +compare 195,202 O B-Task +the 203,206 O I-Task +influence 207,216 O I-Task +of 217,219 O O +the 220,223 O O +surface 224,231 O B-Process +tension 232,239 O I-Process +treatment 240,249 O I-Process +on 250,252 O O +the 253,256 O O +time 257,261 O B-Process +- 261,262 O I-Process +step 262,266 O I-Process +restrictions 267,279 O I-Process +resulting 280,289 O I-Process +from 290,294 O I-Process +capillary 295,304 O I-Process +waves 305,310 O I-Process +. 310,311 O O + +The 312,315 O O +conducted 316,325 O O +study 326,331 O O +demonstrates 332,344 O O +that 345,349 O O +restrictions 350,362 O B-Process +on 363,365 O I-Process +the 366,369 O I-Process +numerical 370,379 O I-Process +time 380,384 O I-Process +- 384,385 O I-Process +step 385,389 O I-Process +resulting 390,399 O I-Process +from 400,404 O I-Process +capillary 405,414 O I-Process +waves 415,420 O I-Process +are 421,424 O O +valid 425,430 O O +and 431,434 O O +unchanged 435,444 O O +regardless 445,455 O O +of 456,458 O O +the 459,462 O O +numerical 463,472 O B-Process +treatment 473,482 O I-Process +of 483,485 O I-Process +surface 486,493 O I-Process +tension 494,501 O I-Process +. 501,502 O O + +Since 503,508 O O +surface 509,516 O B-Process +tension 517,524 O I-Process +is 525,527 O O +not 528,531 O O +a 532,533 O O +function 534,542 O O +of 543,545 O O +pressure 546,554 O O +or 555,557 O O +velocity 558,566 O O +, 566,567 O O +the 568,571 O O +change 572,578 O O +in 579,581 O O +implementation 582,596 O O +does 597,601 O O +not 602,605 O O +affect 606,612 O O +the 613,616 O O +matrix 617,623 O O +coefficients 624,636 O O +of 637,639 O O +the 640,643 O O +primitive 644,653 O O +variables 654,663 O O +and 664,667 O O +, 667,668 O O +thus 669,673 O O +, 673,674 O O +numerical 675,684 O O +stability 685,694 O O +is 695,697 O O +independent 698,709 O O +of 710,712 O O +the 713,716 O O +treatment 717,726 O B-Task +of 727,729 O I-Task +surface 730,737 O I-Task +tension 738,745 O I-Task +. 745,746 O O + +Further 747,754 O O +analysis 755,763 O O +shows 764,769 O O +that 770,774 O O +the 775,778 O O +capillary 779,788 O O +time 789,793 O O +- 793,794 O O +step 794,798 O O +constraint 799,809 O O +is 810,812 O O +a 813,814 O O +requirement 815,826 O O +imposed 827,834 O O +by 835,837 O O +the 838,841 O O +spatiotemporal 842,856 O B-Task +sampling 857,865 O I-Task +of 866,868 O I-Task +capillary 869,878 O I-Task +waves 879,884 O I-Task +, 884,885 O O +which 886,891 O O +is 892,894 O O +independent 895,906 O O +of 907,909 O O +the 910,913 O O +applied 914,921 O B-Process +numerical 922,931 O I-Process +methodology 932,943 O I-Process +. 943,944 O O + + +-DOCSTART- (S0021999115003423) + +The 0,3 O O +remainder 4,13 O O +of 14,16 O O +our 17,20 O O +discussion 21,31 O O +proceeds 32,40 O O +as 41,43 O O +follows 44,51 O O +. 51,52 O O + +In 53,55 O O +Section 56,63 O O +2 64,65 O O +we 66,68 O O +briefly 69,76 O O +describe 77,85 O O +the 86,89 O O +problem 90,97 O B-Task +of 98,100 O I-Task +cell 101,105 O I-Task +tracking 106,114 O I-Task +and 115,118 O O +introduce 119,128 O B-Task +our 129,132 O I-Task +approach 133,141 O I-Task +to 142,144 O I-Task +cell 145,149 O I-Task +tracking 150,158 O I-Task +, 158,159 O O +which 160,165 O O +may 166,169 O O +be 170,172 O O +regarded 173,181 O O +as 182,184 O O +fitting 185,192 O O +a 193,194 O O +mathematical 195,207 O B-Process +model 208,213 O I-Process +to 214,216 O O +experimental 217,229 O B-Material +image 230,235 O I-Material +data 236,240 O I-Material +sets 241,245 O I-Material +. 245,246 O O + +We 247,249 O O +present 250,257 O O +the 258,261 O O +geometric 262,271 O B-Process +evolution 272,281 O I-Process +law 282,285 O I-Process +model 286,291 O I-Process +we 292,294 O O +seek 295,299 O O +to 300,302 O O +fit 303,306 O O +, 306,307 O O +which 308,313 O O +is 314,316 O O +a 317,318 O O +simplification 319,333 O O +of 334,336 O O +recently 337,345 O O +developed 346,355 O O +models 356,362 O O +in 363,365 O O +the 366,369 O O +literature 370,380 O O +that 381,385 O O +show 386,390 O O +good 391,395 O O +agreement 396,405 O O +with 406,410 O O +experiments 411,422 O O +[ 423,424 O O +8,10–12,4,13,9 424,438 O O +] 438,439 O O +. 439,440 O O + +We 441,443 O O +finish 444,450 O O +Section 451,458 O O +2 459,460 O O +by 461,463 O O +reformulating 464,477 O O +our 478,481 O B-Process +model 482,487 O I-Process +into 488,492 O O +the 493,496 O O +phase 497,502 O B-Process +field 503,508 O I-Process +framework 509,518 O I-Process +, 518,519 O O +which 520,525 O O +appears 526,533 O O +more 534,538 O O +suitable 539,547 O O +for 548,551 O O +the 552,555 O O +problem 556,563 O O +in 564,566 O O +hand 567,571 O O +, 571,572 O O +and 573,576 O O +we 577,579 O O +formulate 580,589 O O +the 590,593 O O +cell 594,598 O B-Task +tracking 599,607 O I-Task +problem 608,615 O I-Task +as 616,618 O O +a 619,620 O O +PDE 621,624 O B-Task +constrained 625,636 O I-Task +optimisation 637,649 O I-Task +problem 650,657 O I-Task +. 657,658 O O + +In 659,661 O O +Section 662,669 O O +3 670,671 O O +we 672,674 O O +propose 675,682 O O +an 683,685 O O +algorithm 686,695 O B-Process +for 696,699 O O +the 700,703 O O +resolution 704,714 O O +of 715,717 O O +the 718,721 O O +PDE 722,725 O B-Task +constrained 726,737 O I-Task +optimisation 738,750 O I-Task +problem 751,758 O I-Task +and 759,762 O O +we 763,765 O O +discuss 766,773 O O +some 774,778 O O +practical 779,788 O O +aspects 789,796 O O +related 797,804 O O +to 805,807 O O +the 808,811 O O +implementation 812,826 O O +. 826,827 O O + +In 828,830 O O +particular 831,841 O O +we 842,844 O O +note 845,849 O O +that 850,854 O O +the 855,858 O O +theoretical 859,870 O B-Process +and 871,874 O I-Process +computational 875,888 O I-Process +framework 889,898 O I-Process +may 899,902 O O +be 903,905 O O +applied 906,913 O O +directly 914,922 O O +to 923,925 O O +multi 926,931 O B-Material +- 931,932 O I-Material +cell 932,936 O I-Material +image 937,942 O I-Material +data 943,947 O I-Material +sets 948,952 O I-Material +and 953,956 O O +raw 957,960 O B-Material +image 961,966 O I-Material +data 967,971 O I-Material +sets 972,976 O I-Material +( 977,978 O O +of 978,980 O O +sufficient 981,991 O O +quality 992,999 O O +) 999,1000 O O +without 1001,1008 O O +segmentation 1009,1021 O B-Process +. 1021,1022 O O + +In 1023,1025 O O +Section 1026,1033 O O +4 1034,1035 O O +we 1036,1038 O O +present 1039,1046 O O +some 1047,1051 O O +numerical 1052,1061 O O +examples 1062,1070 O O +for 1071,1074 O O +the 1075,1078 O O +case 1079,1083 O O +of 1084,1086 O O +2d 1087,1089 O O +single 1090,1096 O O +and 1097,1100 O O +multi 1101,1106 O O +- 1106,1107 O O +cell 1107,1111 O O +image 1112,1117 O B-Material +data 1118,1122 O I-Material +sets 1123,1127 O I-Material +. 1127,1128 O O + +Finally 1129,1136 O O +in 1137,1139 O O +Section 1140,1147 O O +5 1148,1149 O O +we 1150,1152 O O +present 1153,1160 O O +some 1161,1165 O O +conclusions 1166,1177 O O +of 1178,1180 O O +our 1181,1184 O O +study 1185,1190 O O +and 1191,1194 O O +discuss 1195,1202 O O +future 1203,1209 O O +extensions 1210,1220 O O +and 1221,1224 O O +applications 1225,1237 O O +of 1238,1240 O O +the 1241,1244 O O +work 1245,1249 O O +. 1249,1250 O O + + +-DOCSTART- (S0021999115007895) + +The 0,3 O B-Task +dynamics 4,12 O I-Task +of 13,15 O I-Task +various 16,23 O I-Task +physical 24,32 O I-Task +phenomena 33,42 O I-Task +, 42,43 O O +such 44,48 O O +as 49,51 O O +the 52,55 O O +movement 56,64 O B-Process +of 65,67 O I-Process +pendulums 68,77 O I-Process +, 77,78 O I-Process +planets 79,86 O I-Process +, 86,87 O I-Process +or 88,90 O I-Process +water 91,96 O I-Process +waves 97,102 O I-Process +can 103,106 O O +be 107,109 O O +described 110,119 O O +in 120,122 O O +a 123,124 O O +variational 125,136 O B-Process +framework 137,146 O I-Process +. 146,147 O O + +The 148,151 O O +development 152,163 O O +of 164,166 O O +variational 167,178 O B-Process +principles 179,189 O I-Process +for 190,193 O O +classical 194,203 O O +mechanics 204,213 O O +traces 214,220 O O +back 221,225 O O +to 226,228 O O +Euler 229,234 O O +, 234,235 O O +Lagrange 236,244 O O +, 244,245 O O +and 246,249 O O +Hamilton 250,258 O O +; 258,259 O O +an 260,262 O O +overview 263,271 O O +of 272,274 O O +this 275,279 O O +history 280,287 O O +can 288,291 O O +be 292,294 O O +found 295,300 O O +in 301,303 O O +[ 304,305 O O +1,19 305,309 O O +] 309,310 O O +. 310,311 O O + +This 312,316 O O +approach 317,325 O B-Process +allows 326,332 O O +to 333,335 O O +express 336,343 O B-Task +all 344,347 O I-Task +the 348,351 O I-Task +dynamics 352,360 O I-Task +of 361,363 O I-Task +a 364,365 O I-Task +system 366,372 O I-Task +in 373,375 O O +a 376,377 O O +single 378,384 O B-Process +functional 385,395 O I-Process +– 396,397 O O +the 398,401 O O +Lagrangian 402,412 O B-Process +– 413,414 O O +which 415,420 O O +is 421,423 O O +an 424,426 O O +action 427,433 O B-Process +integral 434,442 O I-Process +. 442,443 O O + +Hamiltonian 444,455 O B-Process +mechanics 456,465 O I-Process +is 466,468 O O +a 469,470 O O +reformulation 471,484 O B-Process +of 485,487 O I-Process +Lagrangian 488,498 O I-Process +mechanics 499,508 O I-Process +which 509,514 O O +provides 515,523 O O +a 524,525 O O +convenient 526,536 O O +framework 537,546 O B-Material +to 547,549 O O +study 550,555 O B-Task +the 556,559 O I-Task +symmetry 560,568 O I-Task +properties 569,579 O I-Task +of 580,582 O I-Task +a 583,584 O I-Task +system 585,591 O I-Task +. 591,592 O O + +This 593,597 O O +is 598,600 O O +expressed 601,610 O O +by 611,613 O O +Noether 614,621 O O +'s 621,623 O O +theorem 624,631 O O +which 632,637 O O +establishes 638,649 O O +the 650,653 O O +direct 654,660 O O +connection 661,671 O O +between 672,679 O O +the 680,683 O O +symmetry 684,692 O O +properties 693,703 O O +of 704,706 O O +Hamiltonian 707,718 O B-Process +systems 719,726 O I-Process +and 727,730 O O +conservation 731,743 O O +laws 744,748 O O +. 748,749 O O + +When 750,754 O O +one 755,758 O O +approximates 759,771 O O +the 772,775 O O +system 776,782 O B-Process +numerically 783,794 O O +, 794,795 O O +it 796,798 O O +is 799,801 O O +advantageous 802,814 O O +to 815,817 O O +preserve 818,826 O O +the 827,830 O O +Hamiltonian 831,842 O O +structure 843,852 O O +also 853,857 O O +at 858,860 O O +the 861,864 O O +discrete 865,873 O O +level 874,879 O O +. 879,880 O O + +Given 881,886 O O +that 887,891 O O +Hamiltonian 892,903 O B-Process +systems 904,911 O I-Process +are 912,915 O O +abundant 916,924 O O +in 925,927 O O +nature 928,934 O O +, 934,935 O O +their 936,941 O O +numerical 942,951 O B-Task +approximation 952,965 O I-Task +is 966,968 O O +therefore 969,978 O O +a 979,980 O O +topic 981,986 O O +of 987,989 O O +significant 990,1001 O O +relevance 1002,1011 O O +. 1011,1012 O O + + +-DOCSTART- (S0021999115008153) + +As 0,2 O O +discussed 3,12 O O +above 13,18 O O +, 18,19 O O +proper 20,26 O B-Task +inclusion 27,36 O I-Task +of 37,39 O I-Task +these 40,45 O I-Task +interactions 46,58 O I-Task +requires 59,67 O O +segment 68,75 O B-Process +synchronization 76,91 O I-Process +after 92,97 O I-Process +every 98,103 O I-Process +iteration 104,113 O I-Process +. 113,114 O O + +In 115,117 O O +order 118,123 O O +to 124,126 O O +minimize 127,135 O B-Task +simulation 136,146 O I-Task +errors 147,153 O I-Task +due 154,157 O O +to 158,160 O O +incorrect 161,170 O O +values 171,177 O O +of 178,180 O O +the 181,184 O O +interactions 185,197 O O +potential 198,207 O O +, 207,208 O O +segments 209,217 O B-Process +are 218,221 O I-Process +synchronized 222,234 O I-Process +after 235,240 O I-Process +every 241,246 O I-Process +iteration 247,256 O I-Process +. 256,257 O O + +Although 258,266 O O +relatively 267,277 O O +long 278,282 O O +communication 283,296 O O +times 297,302 O O +between 303,310 O O +remote 311,317 O O +processors 318,328 O B-Material +may 329,332 O O +hinder 333,339 O O +this 340,344 O O +process 345,352 O O +in 353,355 O O +typical 356,363 O O +parallel 364,372 O B-Material +computers 373,382 O I-Material +, 382,383 O O +this 384,388 O O +is 389,391 O O +not 392,395 O O +the 396,399 O O +case 400,404 O O +for 405,408 O O +GPGPU 409,414 O B-Material +architectures 415,428 O I-Material +. 428,429 O O + +Still 430,435 O O +, 435,436 O O +full 437,441 O O +recalculation 442,455 O B-Process +of 456,458 O I-Process +the 459,462 O I-Process +interaction 463,474 O I-Process +potential 475,484 O I-Process +after 485,490 O O +each 491,495 O O +iteration 496,505 O O +is 506,508 O O +time 509,513 O O +consuming 514,523 O O +. 523,524 O O + +Instead 525,532 O O +, 532,533 O O +the 534,537 O O +algorithm 538,547 O B-Process +corrects 548,556 O B-Process +the 557,560 O I-Process +current 561,568 O I-Process +potential 569,578 O I-Process +by 579,581 O O +adding 582,588 O B-Process +dipole 589,595 O I-Process +contributions 596,609 O I-Process +for 610,613 O O +every 614,619 O O +nearby 620,626 O O +charge 627,633 O O +that 634,638 O O +hopped 639,645 O O +during 646,652 O O +the 653,656 O O +previous 657,665 O O +iteration 666,675 O O +. 675,676 O O + +Full 677,681 O O +updates 682,689 O O +of 690,692 O O +the 693,696 O O +interaction 697,708 O B-Process +potential 709,718 O I-Process +are 719,722 O O +only 723,727 O O +required 728,736 O O +for 737,740 O O +the 741,744 O O +grid 745,749 O O +points 750,756 O O +that 757,761 O O +are 762,765 O O +related 766,773 O O +to 774,776 O O +charges 777,784 O O +that 785,789 O O +hopped 790,796 O O +during 797,803 O O +the 804,807 O O +last 808,812 O O +iteration 813,822 O O +. 822,823 O O + +Accumulative 824,836 O O +rounding 837,845 O O +errors 846,852 O O +that 853,857 O O +arise 858,863 O O +due 864,867 O O +to 868,870 O O +repetitive 871,881 O O +addition 882,890 O O +and 891,894 O O +subtraction 895,906 O O +are 907,910 O O +solve 911,916 O O +this 917,921 O O +by 922,924 O O +rounding 925,933 O O +all 934,937 O O +interaction 938,949 O O +potentials 950,960 O O +to 961,963 O O +a 964,965 O O +uniformly 966,975 O O +spaced 976,982 O O +range 983,988 O O +of 989,991 O O +floating 992,1000 O O +point 1001,1006 O O +numbers 1007,1014 O O +. 1014,1015 O O + + +-DOCSTART- (S0021999115008372) + +The 0,3 O O +need 4,8 O O +to 9,11 O O +represent 12,21 O B-Task +scale 22,27 O I-Task +interactions 28,40 O I-Task +in 41,43 O O +weather 44,51 O B-Process +and 52,55 O I-Process +climate 56,63 O I-Process +prediction 64,74 O I-Process +models 75,81 O I-Process +has 82,85 O O +, 85,86 O O +for 87,90 O O +many 91,95 O O +decades 96,103 O O +, 103,104 O O +motivated 105,114 O O +research 115,123 O O +into 124,128 O O +the 129,132 O O +use 133,136 O O +of 137,139 O O +adaptive 140,148 O B-Material +meshes 149,155 O I-Material +[ 156,157 O O +3,34,38 157,164 O O +] 164,165 O O +. 165,166 O O + +R 167,168 O B-Process +- 168,169 O I-Process +adaptivity 169,179 O I-Process +– 180,181 O O +mesh 182,186 O B-Process +redistribution 187,201 O I-Process +– 202,203 O O +involves 204,212 O O +deforming 213,222 O B-Process +a 223,224 O I-Process +mesh 225,229 O I-Process +in 230,232 O O +order 233,238 O O +to 239,241 O O +vary 242,246 O O +local 247,252 O O +resolution 253,263 O O +and 264,267 O O +was 268,271 O O +first 272,277 O O +considered 278,288 O O +for 289,292 O O +atmospheric 293,304 O B-Process +modelling 305,314 O I-Process +more 315,319 O O +than 320,324 O O +twenty 325,331 O O +years 332,337 O O +ago 338,341 O O +by 342,344 O O +Dietachmayer 345,357 O O +and 358,361 O O +Droegemeier 362,373 O O + +[ 374,375 O O +14 375,377 O O +] 377,378 O O +. 378,379 O O + +It 380,382 O O +is 383,385 O O +an 386,388 O O +attractive 389,399 O O +form 400,404 O O +of 405,407 O O +adaptivity 408,418 O B-Process +since 419,424 O O +it 425,427 O O +does 428,432 O O +not 433,436 O O +involve 437,444 O O +altering 445,453 O B-Process +the 454,457 O I-Process +mesh 458,462 O I-Process +connectivity 463,475 O I-Process +, 475,476 O O +does 477,481 O O +not 482,485 O O +create 486,492 O O +load 493,497 O O +balancing 498,507 O O +problems 508,516 O O +because 517,524 O O +points 525,531 O O +are 532,535 O O +never 536,541 O O +created 542,549 O O +or 550,552 O O +destroyed 553,562 O O +, 562,563 O O +does 564,568 O O +not 569,572 O O +require 573,580 O O +mapping 581,588 O B-Process +of 589,591 O I-Process +solutions 592,601 O I-Process +between 602,609 O I-Process +meshes 610,616 O I-Process +[ 617,618 O O +26 618,620 O O +] 620,621 O O +, 621,622 O O +does 623,627 O O +not 628,631 O O +lead 632,636 O O +to 637,639 O O +sudden 640,646 O O +changes 647,654 O O +in 655,657 O O +resolution 658,668 O O +and 669,672 O O +can 673,676 O O +be 677,679 O O +retro 680,685 O O +- 685,686 O O +fitted 686,692 O O +into 693,697 O O +existing 698,706 O O +models 707,713 O O +. 713,714 O O + +Variational 715,726 O B-Process +methods 727,734 O I-Process +exist 735,740 O O +which 741,746 O O +attempt 747,754 O O +to 755,757 O O +control 758,765 O B-Task +resolution 766,776 O I-Task +in 777,779 O I-Task +different 780,789 O I-Task +directions 790,800 O I-Task +for 801,804 O I-Task +r 805,806 O I-Task +- 806,807 O I-Task +adaptive 807,815 O I-Task +meshes 816,822 O I-Task +( 823,824 O O +e.g. 824,828 O O +[ 829,830 O O +23,25 830,835 O O +] 835,836 O O +) 836,837 O O +. 837,838 O O + +Alternatively 839,852 O O +, 852,853 O O +the 854,857 O O +solution 858,866 O O +of 867,869 O O +the 870,873 O O +Monge 874,879 O B-Process +– 879,880 O I-Process +Ampère 880,886 O I-Process +equation 887,895 O I-Process +to 896,898 O O +generate 899,907 O O +an 908,910 O O +optimally 911,920 O B-Material +transported 921,932 O I-Material +( 933,934 O I-Material +OT 934,936 O I-Material +) 936,937 O I-Material +mesh 938,942 O I-Material +based 943,948 O O +on 949,951 O O +a 952,953 O O +scalar 954,960 O B-Process +valued 961,967 O I-Process +monitor 968,975 O I-Process +function 976,984 O I-Process +is 985,987 O O +a 988,989 O O +useful 990,996 O O +form 997,1001 O O +of 1002,1004 O O +r 1005,1006 O B-Process +- 1006,1007 O I-Process +adaptive 1007,1015 O I-Process +mesh 1016,1020 O I-Process +generation 1021,1031 O I-Process +because 1032,1039 O O +it 1040,1042 O O +generates 1043,1052 O O +a 1053,1054 O O +mesh 1055,1059 O B-Material +equidistributed 1060,1075 O O +with 1076,1080 O O +respect 1081,1088 O O +to 1089,1091 O O +a 1092,1093 O O +monitor 1094,1101 O B-Process +function 1102,1110 O I-Process +and 1111,1114 O O +does 1115,1119 O O +not 1120,1123 O O +lead 1124,1128 O O +to 1129,1131 O O +mesh 1132,1136 O B-Process +tangling 1137,1145 O I-Process +[ 1146,1147 O O +7 1147,1148 O O +] 1148,1149 O O +. 1149,1150 O O + +We 1151,1153 O O +will 1154,1158 O O +see 1159,1162 O O +that 1163,1167 O O +the 1168,1171 O O +optimal 1172,1179 O B-Task +transport 1180,1189 O I-Task +problem 1190,1197 O I-Task +on 1198,1200 O I-Task +the 1201,1204 O I-Task +sphere 1205,1211 O I-Task +leads 1212,1217 O O +to 1218,1220 O O +a 1221,1222 O O +slightly 1223,1231 O O +different 1232,1241 O O +equation 1242,1250 O O +of 1251,1253 O O +Monge 1254,1259 O B-Process +– 1259,1260 O I-Process +Ampère 1260,1266 O I-Process +type 1267,1271 O O +, 1271,1272 O O +which 1273,1278 O O +has 1279,1282 O O +not 1283,1286 O O +before 1287,1293 O O +been 1294,1298 O O +solved 1299,1305 O O +numerically 1306,1317 O O +on 1318,1320 O O +the 1321,1324 O O +surface 1325,1332 O O +of 1333,1335 O O +a 1336,1337 O O +sphere 1338,1344 O B-Material +, 1344,1345 O O +which 1346,1351 O O +would 1352,1357 O O +be 1358,1360 O O +necessary 1361,1370 O O +for 1371,1374 O O +weather 1375,1382 O B-Task +and 1383,1386 O I-Task +climate 1387,1394 O I-Task +prediction 1395,1405 O I-Task +using 1406,1411 O O +r 1412,1413 O B-Process +- 1413,1414 O I-Process +adaptivity 1414,1424 O I-Process +. 1424,1425 O O + + +-DOCSTART- (S0022311513010313) + +The 0,3 O O +four 4,8 O O +bounding 9,17 O B-Material +PCM 18,21 O I-Material +wastes 22,28 O I-Material +, 28,29 O O +given 30,35 O O +in 36,38 O O +Table 39,44 O O +1 45,46 O O +, 46,47 O O +were 48,52 O O +simulated 53,62 O O +using 63,68 O O +the 69,72 O O +most 73,77 O O +appropriate 78,89 O O +materials 90,99 O O +and 100,103 O O +geometries 104,114 O O +. 114,115 O O + +“ 116,117 O B-Material +Mock 117,121 O I-Material +up 122,124 O I-Material +” 124,125 O I-Material +PCM 126,129 O I-Material +drums 130,135 O I-Material +were 136,140 O O +assembled 141,150 O O +using 151,156 O O +the 157,160 O O +following 161,170 O O +components 171,181 O O +: 181,182 O O +PCM 183,186 O B-Material +drums 187,192 O I-Material +were 193,197 O O +simulated 198,207 O O +using 208,213 O O +mild 214,218 O B-Material +steel 219,224 O I-Material +paint 225,230 O I-Material +cans 231,235 O I-Material +and 236,239 O I-Material +lids 240,244 O I-Material +( 245,246 O O +Fenton 246,252 O O +Packaging 253,262 O O +Ltd. 263,267 O O +) 267,268 O O +; 268,269 O O +PVC 270,273 O B-Material +bags 274,278 O I-Material +were 279,283 O O +replicated 284,294 O O +using 295,300 O O +identical 301,310 O B-Material +PVC 311,314 O I-Material +sheeting 315,323 O I-Material +( 324,325 O O +Romar 325,330 O O +Workwear 331,339 O O +Ltd. 340,344 O O +) 344,345 O O +; 345,346 O O +the 347,350 O O +metallic 351,359 O B-Material +waste 360,365 O I-Material +was 366,369 O O +simulated 370,379 O O +using 380,385 O O +commercial 386,396 O B-Material +grade 397,402 O I-Material +18/8 403,407 O I-Material +stainless 408,417 O I-Material +steel 418,423 O I-Material +, 423,424 O O +aluminium 425,434 O B-Material +and 435,438 O O +copper 439,445 O B-Material +( 446,447 O O +Avus 447,451 O O +Metals 452,458 O O +& 459,460 O O +Plastics 461,469 O O +Ltd. 470,474 O O +) 474,475 O O +, 475,476 O O +and 477,480 O O +lead 481,485 O B-Material +shot 486,490 O I-Material +( 491,492 O O +Aldrich 492,499 O O +) 499,500 O O +; 500,501 O O +the 502,505 O O +inorganic 506,515 O B-Material +waste 516,521 O I-Material +was 522,525 O O +simulated 526,535 O O +using 536,541 O O +waste 542,547 O B-Material +Pyrex 548,553 O I-Material +labware 554,561 O I-Material +, 561,562 O O +crushed 563,570 O O +masonry 571,578 O B-Material +, 578,579 O O +concrete 580,588 O B-Material +and 589,592 O O +window 593,599 O B-Material +glass 600,605 O I-Material +; 605,606 O O +CeO2 607,611 O B-Material +( 612,613 O O +from 613,617 O O +Acros 618,623 O O +Organics 624,632 O O +, 632,633 O O +> 634,635 O O +99.9 635,639 O O +% 639,640 O O +; 640,641 O O +dried 642,647 O O +15h 648,651 O O +at 652,654 O O +600 655,658 O O +° 658,659 O O +C 659,660 O O +) 660,661 O O +was 662,665 O O +used 666,670 O O +as 671,673 O O +a 674,675 O O +PuO2 676,680 O B-Material +surrogate 681,690 O I-Material +. 690,691 O O + +Commercially 692,704 O O +available 705,714 O O +ground 715,721 O O +, 721,722 O O +granulated 723,733 O O +blast 734,739 O B-Material +- 739,740 O I-Material +furnace 740,747 O I-Material +slag 748,752 O I-Material +“ 753,754 O I-Material +Calumite 754,762 O I-Material +” 762,763 O I-Material +was 764,767 O O +used 768,772 O O +as 773,775 O O +an 776,778 O O +additive 779,787 O O +[ 788,789 O O +27 789,791 O O +] 791,792 O O +. 792,793 O O + +The 794,797 O O +analysed 798,806 O O +chemical 807,815 O O +composition 816,827 O O +is 828,830 O O +given 831,836 O O +in 837,839 O O +Table 840,845 O O +3 846,847 O O +. 847,848 O O + +Calumite 849,857 O B-Material +is 858,860 O O +a 861,862 O O +powdered 863,871 O B-Material +material 872,880 O I-Material +, 880,881 O O +with 882,886 O O +a 887,888 O O +typical 889,896 O O +particle 897,905 O B-Material +size 906,910 O O +distribution 911,923 O O +between 924,931 O O +limits 932,938 O O +of 939,941 O O +ca 942,944 O O +. 944,945 O O + +40 946,948 O O +to 949,951 O O +ca 952,954 O O +. 954,955 O O + +400μm 956,961 O O +. 961,962 O O + + +-DOCSTART- (S0022311513011422) + +There 0,5 O O +is 6,8 O O +still 9,14 O O +some 15,19 O O +debate 20,26 O O +about 27,32 O O +the 33,36 O O +crystal 37,44 O B-Material +structure 45,54 O O +and 55,58 O O +composition 59,70 O O +of 71,73 O O +the 74,77 O O +fine 78,82 O B-Material +oxides 83,89 O I-Material +found 90,95 O O +in 96,98 O O +ODS 99,102 O B-Material +steels 103,109 O I-Material +and 110,113 O O +a 114,115 O O +number 116,122 O O +of 123,125 O O +different 126,135 O O +phases 136,142 O O +have 143,147 O O +been 148,152 O O +both 153,157 O O +proposed 158,166 O O +and 167,170 O O +identified 171,181 O O +. 181,182 O O + +A 183,184 O O +complete 185,193 O B-Task +characterisation 194,210 O I-Task +of 211,213 O I-Task +the 214,217 O I-Task +oxide 218,223 O I-Task +particles 224,233 O I-Task +, 233,234 O O +including 235,244 O O +crystal 245,252 O B-Material +structure 253,262 O O +and 263,266 O O +composition 267,278 O O +, 278,279 O O +is 280,282 O O +needed 283,289 O O +as 290,292 O O +different 293,302 O O +phases 303,309 O O +and 310,313 O O +chemical 314,322 O O +variants 323,331 O O +of 332,334 O O +a 335,336 O O +single 337,343 O O +structure 344,353 O O +have 354,358 O O +been 359,363 O O +shown 364,369 O O +to 370,372 O O +respond 373,380 O O +differently 381,392 O O +to 393,395 O O +high 396,400 O O +temperatures 401,413 O O +and 414,417 O O +irradiation 418,429 O B-Process +. 429,430 O O + +Ribis 431,436 O O +and 437,440 O O +de 441,443 O O +Carlan 444,450 O O +[ 451,452 O O +6 452,453 O O +] 453,454 O O +have 455,459 O O +studied 460,467 O O +the 468,471 O O +coarsening 472,482 O O +characteristics 483,498 O O +of 499,501 O O +Y2O3 502,506 O B-Material +and 507,510 O O +Y2Ti2O7 511,518 O B-Material +oxides 519,525 O I-Material +at 526,528 O O +high 529,533 O O +temperatures 534,546 O O +. 546,547 O O + +They 548,552 O O +show 553,557 O O +that 558,562 O O +the 563,566 O O +increase 567,575 O O +in 576,578 O O +particle 579,587 O B-Material +size 588,592 O O +is 593,595 O O +greater 596,603 O O +for 604,607 O O +the 608,611 O O +non 612,615 O O +- 615,616 O O +Ti 616,618 O B-Material +containing 619,629 O O +phase 630,635 O O +. 635,636 O O + +Similarly 637,646 O O +, 646,647 O O +Ratti 648,653 O O +et 654,656 O O +al 657,659 O O +. 659,660 O O + +[ 661,662 O O +9 662,663 O O +] 663,664 O O +, 664,665 O O +although 666,674 O O +they 675,679 O O +do 680,682 O O +not 683,686 O O +allude 687,693 O O +to 694,696 O O +specific 697,705 O O +oxide 706,711 O B-Material +phases 712,718 O O +, 718,719 O O +have 720,724 O O +shown 725,730 O O +that 731,735 O O +small 736,741 O O +Ti 742,744 O B-Material +additions 745,754 O O +to 755,757 O O +an 758,760 O O +18%Cr 761,766 O B-Material +ODS 767,770 O I-Material +alloy 771,776 O I-Material +dramatically 777,789 O O +reduces 790,797 O O +the 798,801 O O +coarsening 802,812 O B-Process +rates 813,818 O I-Process +of 819,821 O O +dispersoids 822,833 O B-Material +when 834,838 O O +compared 839,847 O O +to 848,850 O O +an 851,853 O O +equivalent 854,864 O O +alloy 865,870 O B-Material +without 871,878 O O +titanium 879,887 O B-Material +. 887,888 O O + +For 889,892 O O +example 893,900 O O +, 900,901 O O +Ribis 902,907 O O +indicates 908,917 O O +that 918,922 O O +coarsening 923,933 O B-Process +rates 934,939 O I-Process +may 940,943 O O +be 944,946 O O +controlled 947,957 O O +by 958,960 O O +interfacial 961,972 O O +energy 973,979 O O +between 980,987 O O +the 988,991 O O +secondary 992,1001 O O +phase 1002,1007 O O +particles 1008,1017 O B-Material +and 1018,1021 O O +the 1022,1025 O O +matrix 1026,1032 O B-Material +; 1032,1033 O O +he 1034,1036 O O +points 1037,1043 O O +out 1044,1047 O O +that 1048,1052 O O +the 1053,1056 O O +resistance 1057,1067 O O +to 1068,1070 O O +coarsening 1071,1081 O O +observed 1082,1090 O O +in 1091,1093 O O +the 1094,1097 O O +Y 1098,1099 O B-Material +, 1099,1100 O O +Ti 1101,1103 O B-Material +, 1103,1104 O O +O 1105,1106 O B-Material +system 1107,1113 O O +is 1114,1116 O O +probably 1117,1125 O O +the 1126,1129 O O +result 1130,1136 O O +of 1137,1139 O O +a 1140,1141 O O +very 1142,1146 O O +low 1147,1150 O O +interface 1151,1160 O O +energy 1161,1167 O O +and 1168,1171 O O +this 1172,1176 O O +would 1177,1182 O O +differ 1183,1189 O O +from 1190,1194 O O +one 1195,1198 O O +phase 1199,1204 O O +to 1205,1207 O O +another 1208,1215 O O +. 1215,1216 O O + +Whittle 1217,1224 O O +et 1225,1227 O O +al 1228,1230 O O +. 1230,1231 O O + +[ 1232,1233 O O +10 1233,1235 O O +] 1235,1236 O O +have 1237,1241 O O +shown 1242,1247 O O +that 1248,1252 O O +pyrochlore 1253,1263 O B-Material +and 1264,1267 O O +structures 1268,1278 O O +closely 1279,1286 O O +related 1287,1294 O O +to 1295,1297 O O +the 1298,1301 O O +pyrochlore 1302,1312 O B-Material +structure 1313,1322 O O +respond 1323,1330 O O +in 1331,1333 O O +different 1334,1343 O O +ways 1344,1348 O O +to 1349,1351 O O +irradiation 1352,1363 O B-Process +. 1363,1364 O O + +They 1365,1369 O O +revealed 1370,1378 O O +that 1379,1383 O O +oxide 1384,1389 O B-Material +structure 1390,1399 O O +and 1400,1403 O O +variations 1404,1414 O O +in 1415,1417 O O +composition 1418,1429 O O +can 1430,1433 O O +affect 1434,1440 O O +their 1441,1446 O O +ability 1447,1454 O O +to 1455,1457 O O +withstand 1458,1467 O O +and 1468,1471 O O +recover 1472,1479 O O +from 1480,1484 O O +irradiation 1485,1496 O B-Process +induced 1497,1504 O O +damage 1505,1511 O O +. 1511,1512 O O + + +-DOCSTART- (S0022311514006722) + +Zirconium 0,9 O B-Material +alloys 10,16 O I-Material +are 17,20 O O +used 21,25 O O +as 26,28 O O +fuel 29,33 O O +cladding 34,42 O O +in 43,45 O O +pressurised 46,57 O O +and 58,61 O O +boiling 62,69 O O +water 70,75 O O +nuclear 76,83 O B-Material +reactors 84,92 O I-Material +. 92,93 O O + +As 94,96 O O +such 97,101 O O +these 102,107 O O +materials 108,117 O O +are 118,121 O O +exposed 122,129 O O +to 130,132 O O +a 133,134 O O +large 135,140 O O +number 141,147 O O +of 148,150 O O +environmental 151,164 O O +factors 165,172 O O +that 173,177 O O +will 178,182 O O +promote 183,190 O O +degradation 191,202 O B-Process +mechanisms 203,213 O I-Process +such 214,218 O O +as 219,221 O O +oxidation 222,231 O B-Process +. 231,232 O O + +At 233,235 O O +high 236,240 O O +burn 241,245 O O +- 245,246 O O +ups 246,249 O O +, 249,250 O O +i.e. 251,255 O O +extended 256,264 O O +service 265,272 O O +life 273,277 O O +, 277,278 O O +oxidation 279,288 O B-Process +and 289,292 O O +the 293,296 O O +associated 297,307 O O +hydrogen 308,316 O B-Process +pick 317,321 O I-Process +- 321,322 O I-Process +up 322,324 O I-Process +can 325,328 O O +be 329,331 O O +a 332,333 O O +limiting 334,342 O O +factor 343,349 O O +in 350,352 O O +terms 353,358 O O +of 359,361 O O +fuel 362,366 O B-Material +efficiency 367,377 O O +and 378,381 O O +safety 382,388 O O +. 388,389 O O + +The 390,393 O O +oxidation 394,403 O B-Process +kinetics 404,412 O O +for 413,416 O O +many 417,421 O O +zirconium 422,431 O B-Material +alloys 432,438 O I-Material +are 439,442 O O +cyclical 443,451 O O +, 451,452 O O +demonstrating 453,466 O O +a 467,468 O O +series 469,475 O O +of 476,478 O O +approximately 479,492 O O +cubic 493,498 O O +kinetic 499,506 O O +curves 507,513 O O +separated 514,523 O O +by 524,526 O O +transitions 527,538 O O +[ 539,540 O O +1–5 540,543 O O +] 543,544 O O +. 544,545 O O + +These 546,551 O O +transitions 552,563 O O +are 564,567 O O +typified 568,576 O O +by 577,579 O O +a 580,581 O O +breakdown 582,591 O O +in 592,594 O O +the 595,598 O O +protective 599,609 O O +character 610,619 O O +of 620,622 O O +the 623,626 O O +oxide 627,632 O B-Material +and 633,636 O O +are 637,640 O O +potentially 641,652 O O +linked 653,659 O O +to 660,662 O O +a 663,664 O O +number 665,671 O O +of 672,674 O O +mechanical 675,685 O O +issues 686,692 O O +. 692,693 O O + +Understanding 694,707 O B-Task +how 708,711 O I-Task +these 712,717 O I-Task +issues 718,724 O I-Task +influence 725,734 O I-Task +oxidation 735,744 O I-Task +is 745,747 O O +a 748,749 O O +key 750,753 O O +to 754,756 O O +developing 757,767 O B-Task +a 768,769 O I-Task +full 770,774 O I-Task +mechanistic 775,786 O I-Task +understanding 787,800 O I-Task +of 801,803 O I-Task +the 804,807 O I-Task +corrosion 808,817 O I-Task +process 818,825 O I-Task +. 825,826 O O + + +-DOCSTART- (S0022311514006941) + +The 0,3 O O +formulation 4,15 O O +in 16,18 O O +Table 19,24 O O +1 25,26 O O +was 27,30 O O +derived 31,38 O O +by 39,41 O O +an 42,44 O O +empirical 45,54 O O +approach 55,63 O O +and 64,67 O O +led 68,71 O O +to 72,74 O O +a 75,76 O O +non 77,80 O B-Material +- 80,81 O I-Material +classical 81,90 O I-Material +glass 91,96 O I-Material +matrix 97,103 O I-Material +. 103,104 O O + +Carter 105,111 O O +et 112,114 O O +al 115,117 O O +. 117,118 O O + +[ 119,120 O O +3 120,121 O O +] 121,122 O O +and 123,126 O O +Zhang 127,132 O O +et 133,135 O O +al 136,138 O O +. 138,139 O O + +[ 140,141 O O +4 141,142 O O +] 142,143 O O +took 144,148 O O +a 149,150 O O +more 151,155 O O +systematic 156,166 O O +approach 167,175 O O +to 176,178 O O +such 179,183 O O +glass 184,189 O B-Material +- 189,190 O I-Material +ceramic 190,197 O I-Material +wasteforms 198,208 O I-Material +. 208,209 O O + +These 210,215 O O +wasteforms 216,226 O O +were 227,231 O O +targeted 232,240 O O +at 241,243 O O +Hanford 244,251 O B-Material +K 252,253 O I-Material +- 253,254 O I-Material +basin 254,259 O I-Material +sludges 260,267 O I-Material +and 268,271 O O +the 272,275 O O +immobilisation 276,290 O B-Task +of 291,293 O I-Task +the 294,297 O I-Task +primary 298,305 O I-Task +waste 306,311 O I-Task +stream 312,318 O I-Task +from 319,323 O I-Task +production 324,334 O I-Task +of 335,337 O I-Task +molybdenum-99 338,351 O I-Task +at 352,354 O O +the 355,358 O O +Australian 359,369 O O +Nuclear 370,377 O O +Science 378,385 O O +and 386,389 O O +Technology 390,400 O O +Organisation 401,413 O O +site 414,418 O O +in 419,421 O O +Sydney 422,428 O O +respectively 429,441 O O +. 441,442 O O + +In 443,445 O O +the 446,449 O O +work 450,454 O O +of 455,457 O O +Carter 458,464 O O +et 465,467 O O +al 468,470 O O +. 470,471 O O + +and 472,475 O O +Zhang 476,481 O O +et 482,484 O O +al 485,487 O O +. 487,488 O O + +the 489,492 O O +intended 493,501 O O +crystalline 502,513 O B-Material +phase 514,519 O O +was 520,523 O O +the 524,527 O O +closely 528,535 O O +related 536,543 O O +titanate 544,552 O B-Material +pyrochlore 553,563 O I-Material +, 563,564 O O +CaUTi2O7 565,573 O B-Material +. 573,574 O O + +The 575,578 O O +glass 579,584 O B-Material +matrix 585,591 O I-Material +was 592,595 O O +formulated 596,606 O O +such 607,611 O O +that 612,616 O O +the 617,620 O O +trivalent 621,630 O O +species 631,638 O O +in 639,641 O O +the 642,645 O O +glass 646,651 O B-Material +network 652,659 O I-Material +, 659,660 O O +boron 661,666 O B-Material +and 667,670 O O +aluminium 671,680 O B-Material +, 680,681 O O +were 682,686 O O +charge 687,693 O O +compensated 694,705 O O +on 706,708 O O +a 709,710 O O +molar 711,716 O O +basis 717,722 O O +by 723,725 O O +sodium 726,732 O B-Material +. 732,733 O O + +The 734,737 O O +stoichiometric 738,752 O O +composition 753,764 O O +of 765,767 O O +the 768,771 O O +glass 772,777 O B-Material +in 778,780 O O +this 781,785 O O +wasteform 786,795 O O +was 796,799 O O +Na2AlBSi6O16 800,812 O B-Material +. 812,813 O O + +This 814,818 O O +glass 819,824 O B-Material +provides 825,833 O O +a 834,835 O O +method 836,842 O O +by 843,845 O O +which 846,851 O O +the 852,855 O O +glass 856,861 O B-Material +composition 862,873 O I-Material +can 874,877 O O +be 878,880 O O +varied 881,887 O O +systematically 888,902 O O +. 902,903 O O + +Given 904,909 O O +that 910,914 O O +the 915,918 O O +initial 919,926 O O +observations 927,939 O O +inferred 940,948 O O +an 949,951 O O +important 952,961 O O +role 962,966 O O +played 967,973 O O +by 974,976 O O +alumina 977,984 O B-Material +, 984,985 O O +it 986,988 O O +was 989,992 O O +decided 993,1000 O O +to 1001,1003 O O +prepare 1004,1011 O O +a 1012,1013 O O +suite 1014,1019 O O +of 1020,1022 O O +zirconolite 1023,1034 O B-Material +glass 1035,1040 O I-Material +- 1040,1041 O I-Material +ceramics 1041,1049 O I-Material +in 1050,1052 O O +which 1053,1058 O O +the 1059,1062 O O +glass 1063,1068 O B-Material +matrix 1069,1075 O I-Material +was 1076,1079 O O +defined 1080,1087 O O +by 1088,1090 O O +Na2Al1+xB1–xSi6O16 1091,1109 O B-Material +to 1110,1112 O O +investigate 1113,1124 O B-Task +the 1125,1128 O I-Task +role 1129,1133 O I-Task +played 1134,1140 O I-Task +by 1141,1143 O I-Task +glass 1144,1149 O I-Task +composition 1150,1161 O I-Task +in 1162,1164 O I-Task +controlling 1165,1176 O I-Task +crystalline 1177,1188 O I-Task +phase 1189,1194 O I-Task +stability 1195,1204 O I-Task +. 1204,1205 O O + +The 1206,1209 O O +x=1 1210,1213 O O +end 1214,1217 O O +member 1218,1224 O O +gives 1225,1230 O O +the 1231,1234 O O +mineral 1235,1242 O B-Material +albite 1243,1249 O I-Material +, 1249,1250 O O +NaAlSi3O8 1251,1260 O B-Material +. 1260,1261 O O + +The 1262,1265 O O +melting 1266,1273 O O +point 1274,1279 O O +of 1280,1282 O O +albite 1283,1289 O B-Material +is 1290,1292 O O +1120 1293,1297 O O +° 1297,1298 O O +C 1298,1299 O O +[ 1300,1301 O O +5 1301,1302 O O +] 1302,1303 O O +and 1304,1307 O O +the 1308,1311 O O +composition 1312,1323 O O +cools 1324,1329 O O +to 1330,1332 O O +a 1333,1334 O O +glass 1335,1340 O B-Material +at 1341,1343 O O +the 1344,1347 O O +cooling 1348,1355 O O +rates 1356,1361 O O +that 1362,1366 O O +occur 1367,1372 O O +during 1373,1379 O O +a 1380,1381 O O +HIP 1382,1385 O O +cycle 1386,1391 O O +. 1391,1392 O O + +From 1393,1397 O O +the 1398,1401 O O +available 1402,1411 O O +phase 1412,1417 O O +diagrams 1418,1426 O O +, 1426,1427 O O +[ 1428,1429 O O +6 1429,1430 O O +] 1430,1431 O O +no 1432,1434 O O +boron 1435,1440 O B-Material +analogue 1441,1449 O O +for 1450,1453 O O +albite 1454,1460 O B-Material +was 1461,1464 O O +shown 1465,1470 O O +, 1470,1471 O O +and 1472,1475 O O +the 1476,1479 O O +liquidus 1480,1488 O O +estimated 1489,1498 O O +from 1499,1503 O O +the 1504,1507 O O +relevant 1508,1516 O O +phase 1517,1522 O O +diagram 1523,1530 O O +is 1531,1533 O O +1100–1200 1534,1543 O O +° 1543,1544 O O +C 1544,1545 O O +. 1545,1546 O O + +No 1547,1549 O O +phase 1550,1555 O O +diagrams 1556,1564 O O +for 1565,1568 O O +the 1569,1572 O O +quaternary 1573,1583 O O +system 1584,1590 O O + +Na2O 1591,1595 O O + +– 1595,1596 O O + +Al2O3–B2O3–SiO2 1596,1611 O O +could 1612,1617 O O +be 1618,1620 O O +found 1621,1626 O O +. 1626,1627 O O + + +-DOCSTART- (S0022311514009271) + +Structural 0,10 O O +properties 11,21 O O +are 22,25 O O +well 26,30 O O +reproduced 31,41 O O +by 42,44 O O +all 45,48 O O +models 49,55 O O +( 56,57 O O +Table 57,62 O O +2 63,64 O O +) 64,65 O O +, 65,66 O O +but 67,70 O O +the 71,74 O O +significant 75,86 O O +improvement 87,98 O O +of 99,101 O O +our 102,105 O O +potential 106,115 O O +stands 116,122 O O +in 123,125 O O +the 126,129 O O +elastic 130,137 O O +constants 138,147 O O +which 148,153 O O +relate 154,160 O O +to 161,163 O O +how 164,167 O O +the 168,171 O O +system 172,178 O O +responds 179,187 O O +to 188,190 O O +stress 191,197 O O +. 197,198 O O + +Indeed 199,205 O O +, 205,206 O O +structure 207,216 O O +and 217,220 O O +elasticity 221,231 O O +are 232,235 O O +important 236,245 O O +parameters 246,256 O O +for 257,260 O O +elucidating 261,272 O B-Task +grain 273,278 O I-Task +boundary 279,287 O I-Task +stability 288,297 O I-Task +. 297,298 O O + +All 299,302 O O +potential 303,312 O O +models 313,319 O O +correctly 320,329 O O +predict 330,337 O B-Task +the 338,341 O I-Task +relative 342,350 O I-Task +stability 351,360 O I-Task +of 361,363 O I-Task +the 364,367 O I-Task +defect 368,374 O I-Task +energies 375,383 O I-Task +. 383,384 O O + +The 385,388 O O +Morelon 389,396 O B-Process +potential 397,406 O I-Process +model 407,412 O I-Process +performed 413,422 O O +best 423,427 O O +as 428,430 O O +it 431,433 O O +was 434,437 O O +specifically 438,450 O O +derived 451,458 O O +to 459,461 O O +replicate 462,471 O B-Task +defect 472,478 O I-Task +formation 479,488 O I-Task +energies 489,497 O I-Task +, 497,498 O O +but 499,502 O O +it 503,505 O O +largely 506,513 O O +underestimates 514,528 O O +the 529,532 O O +bulk 533,537 O O +modulus 538,545 O O +. 545,546 O O + +The 547,550 O O +energies 551,559 O O +calculated 560,570 O O +with 571,575 O O +the 576,579 O O +Morl 580,584 O B-Process +and 585,588 O I-Process +the 589,592 O I-Process +Arima 593,598 O I-Process +potential 599,608 O I-Process +models 609,615 O I-Process +are 616,619 O O +overestimated 620,633 O O +; 633,634 O O +this 635,639 O O +is 640,642 O O +a 643,644 O O +known 645,650 O O +disadvantage 651,663 O O +of 664,666 O O +using 667,672 O O +rigid 673,678 O B-Process +ion 679,682 O I-Process +models 683,689 O I-Process +as 690,692 O O +the 693,696 O O +ionic 697,702 O O +polarisability 703,717 O O +is 718,720 O O +not 721,724 O O +taken 725,730 O O +into 731,735 O O +account 736,743 O O +. 743,744 O O + +For 745,748 O O +completeness 749,761 O O +, 761,762 O O +we 763,765 O O +report 766,772 O O +two 773,776 O O +shell 777,782 O B-Process +models 783,789 O I-Process +with 790,794 O O +the 795,798 O O +best 799,803 O O +results 804,811 O O +given 812,817 O O +by 818,820 O O +the 821,824 O O +Catlow 825,831 O B-Process +potential 832,841 O I-Process +model 842,847 O I-Process +. 847,848 O O + +The 849,852 O O +Morl 853,857 O B-Process +, 857,858 O I-Process +along 859,864 O I-Process +with 865,869 O I-Process +the 870,873 O I-Process +Grimes 874,880 O I-Process +shell 881,886 O I-Process +potential 887,896 O I-Process +model 897,902 O I-Process +, 902,903 O O +accurately 904,914 O O +reproduce 915,924 O B-Task +the 925,928 O I-Task +activation 929,939 O I-Task +energy 940,946 O I-Task +of 947,949 O I-Task +oxygen 950,956 O I-Task +migration 957,966 O I-Task +( 967,968 O O +the 968,971 O O +migration 972,981 O B-Process +path 982,986 O I-Process +was 987,990 O O +the 991,994 O O +lowest 995,1001 O O +energy 1002,1008 O O +and 1009,1012 O O +most 1013,1017 O O +favourable 1018,1028 O O +diffusion 1029,1038 O B-Process +mechanism 1039,1048 O I-Process +observed 1049,1057 O O +in 1058,1060 O O +bulk 1061,1065 O O +UO2 1066,1069 O B-Material +[ 1070,1071 O O +1 1071,1072 O O +] 1072,1073 O O +) 1073,1074 O O +. 1074,1075 O O + +The 1076,1079 O O +major 1080,1085 O O +deficiency 1086,1096 O O +of 1097,1099 O O +the 1100,1103 O O +Morl 1104,1108 O B-Process +potential 1109,1118 O I-Process +is 1119,1121 O O +that 1122,1126 O O +the 1127,1130 O O +cation 1131,1137 O B-Material +defect 1138,1144 O O +energies 1145,1153 O O +are 1154,1157 O O +high 1158,1162 O O +, 1162,1163 O O +and 1164,1167 O O +hence 1168,1173 O O +the 1174,1177 O O +number 1178,1184 O O +of 1185,1187 O O +cation 1188,1194 O B-Material +defects 1195,1202 O O +will 1203,1207 O O +be 1208,1210 O O +underestimated 1211,1225 O O +. 1225,1226 O O + +However 1227,1234 O O +, 1234,1235 O O +this 1236,1240 O O +should 1241,1247 O O +not 1248,1251 O O +be 1252,1254 O O +an 1255,1257 O O +issue 1258,1263 O O +unless 1264,1270 O O +this 1271,1275 O O +model 1276,1281 O O +was 1282,1285 O O +applied 1286,1293 O O +to 1294,1296 O O +processes 1297,1306 O O +such 1307,1311 O O +as 1312,1314 O O +grain 1315,1320 O B-Process +growth 1321,1327 O I-Process +where 1328,1333 O O +cation 1334,1340 O O +mobility 1341,1349 O O +will 1350,1354 O O +contribute 1355,1365 O O +. 1365,1366 O O + + +-DOCSTART- (S0022311515002354) + +Hydrides 0,8 O B-Material +, 8,9 O O +once 10,14 O O +precipitated 15,27 O O +in 28,30 O O +zirconium 31,40 O B-Material +, 40,41 O O +degrade 42,49 O O +the 50,53 O O +mechanical 54,64 O O +properties 65,75 O O +of 76,78 O O +a 79,80 O O +component 81,90 O O +, 90,91 O O +leading 92,99 O O +to 100,102 O O +reductions 103,113 O O +in 114,116 O O +tensile 117,124 O O +strength 125,133 O O +, 133,134 O O +ductility 135,144 O O +and 145,148 O O +fracture 149,157 O O +toughness 158,167 O O +[ 168,169 O O +35–40 169,174 O O +] 174,175 O O +. 175,176 O O + +These 177,182 O O +changes 183,190 O O +can 191,194 O O +ultimately 195,205 O O +compromise 206,216 O O +the 217,220 O O +integrity 221,230 O O +of 231,233 O O +cladding 234,242 O B-Process +during 243,249 O O +normal 250,256 O O +operating 257,266 O O +life 267,271 O O +, 272,273 O O +accident 274,282 O O +conditions 283,293 O O +and 294,297 O O +fuel 298,302 O B-Material +storage 303,310 O O +[ 311,312 O O +13 312,314 O O +] 314,315 O O +. 315,316 O O + +As 317,319 O O +well 320,324 O O +as 325,327 O O +the 328,331 O O +degradation 332,343 O O +of 344,346 O O +mechanical 347,357 O O +properties 358,368 O O +, 368,369 O O +the 370,373 O O +presence 374,382 O O +of 383,385 O O +hydrides 386,394 O B-Material +can 395,398 O O +also 399,403 O O +affect 404,410 O O +phenomena 411,420 O O +like 421,425 O O +pellet 426,432 O B-Process +cladding 433,441 O I-Process +mechanical 442,452 O I-Process +interaction 453,464 O I-Process +( 465,466 O O +PCMI 466,470 O B-Process +) 470,471 O O +; 471,472 O O +or 473,475 O O +introduce 476,485 O O +mechanisms 486,496 O O +for 497,500 O O +failure 501,508 O O +, 508,509 O O +such 510,514 O O +as 515,517 O O +delayed 518,525 O B-Process +hydride 526,533 O I-Process +cracking 534,542 O I-Process +( 543,544 O O +DHC 544,547 O B-Process +) 547,548 O O +. 548,549 O O + +The 550,553 O O +former 554,560 O O +mechanism 561,570 O O +is 571,573 O O +the 574,577 O O +product 578,585 O O +of 586,588 O O +thermal 589,596 O B-Process +expansion 597,606 O I-Process +in 607,609 O O +fuel 610,614 O B-Material +pellets 615,622 O I-Material +introducing 623,634 O O +stresses 635,643 O O +into 644,648 O O +the 649,652 O O +cladding 653,661 O B-Process +, 661,662 O O +which 663,668 O O +may 669,672 O O +then 673,677 O O +lead 678,682 O O +to 683,685 O O +the 686,689 O O +formation 690,699 O O +of 700,702 O O +cracks 703,709 O O +in 710,712 O O +areas 713,718 O O +made 719,723 O O +brittle 724,731 O O +by 732,734 O O +large 735,740 O O +hydride 741,748 O B-Material +concentrations 749,763 O O +[ 764,765 O O +13 765,767 O O +] 767,768 O O +. 768,769 O O + +The 770,773 O O +latter 774,780 O O +mechanism 781,790 O O +, 790,791 O O +DHC 792,795 O B-Process +, 795,796 O O +is 797,799 O O +a 800,801 O O +sub 802,805 O O +- 805,806 O O +critical 806,814 O O +, 814,815 O O +time 816,820 O O +dependent 821,830 O O +cracking 831,839 O B-Process +phenomenon 840,850 O I-Process +that 851,855 O O +requires 856,864 O O +long 865,869 O O +range 870,875 O O +hydrogen 876,884 O B-Process +diffusion 885,894 O I-Process +for 895,898 O O +repeated 899,907 O O +local 908,913 O B-Task +hydride 914,921 O I-Task +growth 922,928 O I-Task +and 929,932 O O +fracture 933,941 O O +at 942,944 O O +a 945,946 O O +hydrostatic 947,958 O B-Process +tensile 959,966 O I-Process +stress 967,973 O I-Process +raiser 974,980 O I-Process +[ 981,982 O O +5,41,42 982,989 O O +] 989,990 O O +. 990,991 O O + +The 992,995 O O +process 996,1003 O O +occurs 1004,1010 O O +over 1011,1015 O O +an 1016,1018 O O +extended 1019,1027 O O +period 1028,1034 O O +of 1035,1037 O O +time 1038,1042 O O +under 1043,1048 O O +a 1049,1050 O O +continuously 1051,1063 O O +applied 1064,1071 O O +load 1072,1076 O O +that 1077,1081 O O +is 1082,1084 O O +below 1085,1090 O O +the 1091,1094 O O +yield 1095,1100 O O +stress 1101,1107 O O +of 1108,1110 O O +the 1111,1114 O O +material 1115,1123 O O +[ 1124,1125 O O +5,41,42 1125,1132 O O +] 1132,1133 O O +. 1133,1134 O O + + +-DOCSTART- (S0022311515301653) + +Uranium 0,7 O B-Material +carbide 8,15 O I-Material +was 16,19 O O +traditionally 20,33 O O +used 34,38 O O +as 39,41 O O +fuel 42,46 O B-Material +kernel 47,53 O I-Material +for 54,57 O O +the 58,61 O O +US 62,64 O O +version 65,72 O O +of 73,75 O O +pebble 76,82 O B-Material +bed 83,86 O I-Material +reactors 87,95 O I-Material +as 96,98 O O +opposed 99,106 O O +to 107,109 O O +the 110,113 O O +German 114,120 O O +version 121,128 O O +based 129,134 O O +on 135,137 O O +uranium 138,145 O B-Material +dioxide 146,153 O I-Material +. 153,154 O O + +For 155,158 O O +the 159,162 O O +Generation 163,173 O B-Material +IV 174,176 O I-Material +nuclear 177,184 O I-Material +systems 185,192 O I-Material +, 192,193 O O +mixed 194,199 O B-Material +uranium 200,207 O I-Material +– 207,208 O I-Material +plutonium 208,217 O I-Material +carbides 218,226 O I-Material +( 227,228 O B-Material +U 228,229 O I-Material +, 229,230 O I-Material +Pu 231,233 O I-Material +) 233,234 O I-Material +C 235,236 O I-Material +constitute 237,247 O O +the 248,251 O O +primary 252,259 O O +option 260,266 O O +for 267,270 O O +the 271,274 O O +gas 275,278 O B-Material +fast 279,283 O I-Material +reactors 284,292 O I-Material +( 293,294 O O +GFR 294,297 O B-Material +) 297,298 O O +and 299,302 O O +UCO 303,306 O B-Material +is 307,309 O O +the 310,313 O O +first 314,319 O O +candidate 320,329 O O +for 330,333 O O +the 334,337 O O +very 338,342 O B-Material +high 343,347 O I-Material +temperature 348,359 O I-Material +reactor 360,367 O I-Material +( 368,369 O O +VHTR 369,373 O B-Material +) 373,374 O O +. 374,375 O O + +In 376,378 O O +the 379,382 O O +former 383,389 O O +case 390,394 O O +the 395,398 O O +fuel 399,403 O B-Material +high 404,408 O O +actinide 409,417 O B-Material +density 418,425 O O +and 426,429 O O +thermal 430,437 O O +conductivity 438,450 O O +are 451,454 O O +exploited 455,464 O O +in 465,467 O O +view 468,472 O O +of 473,475 O O +high 476,480 O O +burnup 481,487 O B-Process +performance 488,499 O O +. 499,500 O O + +In 501,503 O O +the 504,507 O O +latter 508,514 O O +, 514,515 O O +UCO 516,519 O B-Material +is 520,522 O O +a 523,524 O O +good 525,529 O O +compromise 530,540 O O +between 541,548 O O +oxides 549,555 O B-Material +and 556,559 O O +carbides 560,568 O B-Material +both 569,573 O O +in 574,576 O O +terms 577,582 O O +of 583,585 O O +thermal 586,593 O O +conductivity 594,606 O O +and 607,610 O O +fissile 611,618 O O +density 619,626 O O +. 626,627 O O + +However 628,635 O O +, 635,636 O O +in 637,639 O O +the 640,643 O O +American 644,652 O O +VHTR 653,657 O B-Material +design 658,664 O O +, 664,665 O O +the 666,669 O O +fuel 670,674 O B-Material +is 675,677 O O +a 678,679 O O +3:1 680,683 O O +ratio 684,689 O O +of 690,692 O O +UO2:UC2 693,700 O B-Material +for 701,704 O O +one 705,708 O O +essential 709,718 O O +reason 719,725 O O +, 725,726 O O +well 727,731 O O +explained 732,741 O O +by 742,744 O O +Olander 745,752 O O +[ 753,754 O O +2 754,755 O O +] 755,756 O O +in 757,759 O O +a 760,761 O O +recent 762,768 O O +publication 769,780 O O +. 780,781 O O + +During 782,788 O O +burnup 789,795 O B-Process +, 795,796 O O +pure 797,801 O O +UO2 802,805 O B-Material +fuel 806,810 O I-Material +tends 811,816 O O +to 817,819 O O +oxidize 820,827 O O +to 828,830 O O +UO2+x 831,836 O B-Material +. 836,837 O O + +UO2+x 838,843 O B-Material +reacts 844,850 O O +with 851,855 O O +the 856,859 O O +pyrocarbon 860,870 O B-Material +coating 871,878 O I-Material +layer 879,884 O I-Material +according 885,894 O O +to 895,897 O O +the 898,901 O O +equilibrium:(1)UO2+x 902,922 O B-Material ++ 923,924 O O +xC 925,927 O B-Material +→ 928,929 O O +UO2 930,933 O B-Material ++ 934,935 O O +xCO 936,939 O B-Material + + +-DOCSTART- (S0022311515303901) + +The 0,3 O O +Magnox 4,10 O B-Material +reactors 11,19 O I-Material +represent 20,29 O O +the 30,33 O O +first 34,39 O O +generation 40,50 O O +of 51,53 O O +gas 54,57 O B-Material +- 57,58 O I-Material +cooled 58,64 O I-Material +reactors 65,73 O I-Material +in 74,76 O O +the 77,80 O O +UK 81,83 O O +that 84,88 O O +used 89,93 O O +carbon 94,100 O B-Material +dioxide 101,108 O I-Material +( 109,110 O O +CO2 110,113 O B-Material +) 113,114 O O +as 115,117 O O +the 118,121 O O +primary 122,129 O O +coolant 130,137 O B-Material +and 138,141 O O +a 142,143 O O +honeycomb 144,153 O B-Material +network 154,161 O I-Material +of 162,164 O I-Material +graphite 165,173 O I-Material +bricks 174,180 O I-Material +to 181,183 O O +provide 184,191 O O +neutron 192,199 O B-Process +moderation 200,210 O I-Process +. 210,211 O O + +During 212,218 O O +reactor 219,226 O B-Material +operation 227,236 O O +significant 237,248 O O +amounts 249,256 O O +of 257,259 O O +carbon 260,266 O B-Material +monoxide 267,275 O I-Material +( 276,277 O O +CO 277,279 O B-Material +) 279,280 O O +was 281,284 O O +produced 285,293 O O +from 294,298 O O +the 299,302 O O +CO2 303,306 O B-Material +coolant 307,314 O I-Material +. 314,315 O O + +This 316,320 O O +CO 321,323 O B-Material +in 324,326 O O +turn 327,331 O O +can 332,335 O O +be 336,338 O O +radiolytically 339,353 O B-Process +polymerised 354,365 O I-Process +to 366,368 O O +form 369,373 O B-Task +a 374,375 O I-Task +carbonaceous 376,388 O I-Task +deposit 389,396 O I-Task +on 397,399 O I-Task +free 400,404 O I-Task +surfaces 405,413 O I-Task +[ 414,415 O O +12 415,417 O O +] 417,418 O O +. 418,419 O O + +This 420,424 O O +non 425,428 O B-Material +- 428,429 O I-Material +graphitic 429,438 O I-Material +carbon 439,445 O I-Material +deposit 446,453 O I-Material +is 454,456 O O +significantly 457,470 O O +more 471,475 O O +chemically 476,486 O O +reactive 487,495 O O +to 496,498 O O +air 499,502 O B-Material +than 503,507 O O +the 508,511 O O +underlying 512,522 O O +graphite 523,531 O B-Material +[ 532,533 O O +12,13 533,538 O O +] 538,539 O O +. 539,540 O O + +During 541,547 O O +the 548,551 O O +lifetime 552,560 O O +of 561,563 O O +some 564,568 O O +Magnox 569,575 O B-Material +reactors 576,584 O I-Material +, 584,585 O O +small 586,591 O O +quantities 592,602 O O +of 603,605 O O +methane 606,613 O B-Material +gas 614,617 O I-Material +were 618,622 O O +injected 623,631 O O +into 632,636 O O +the 637,640 O O +coolant 641,648 O B-Material +gas 649,652 O I-Material +to 653,655 O O +inhibit 656,663 O B-Task +weight 664,670 O I-Task +loss 671,675 O I-Task +of 676,678 O I-Task +the 679,682 O I-Task +graphite 683,691 O I-Task +core 692,696 O I-Task +due 697,700 O I-Task +to 701,703 O I-Task +radiolytic 704,714 O I-Task +oxidation 715,724 O I-Task +[ 725,726 O O +14 726,728 O O +] 728,729 O O +. 729,730 O O + +Methane 731,738 O B-Material +( 739,740 O O +CH4 740,743 O B-Material +) 743,744 O O +is 745,747 O O +a 748,749 O O +precursor 750,759 O O +for 760,763 O O +carbonaceous 764,776 O B-Material +deposits 777,785 O I-Material +that 786,790 O O +form 791,795 O O +a 796,797 O O +sacrificial 798,809 O O +layer 810,815 O O +protecting 816,826 O O +the 827,830 O O +underlying 831,841 O O +graphite 842,850 O B-Material +from 851,855 O O +excessive 856,865 O B-Process +weight 866,872 O I-Process +loss 873,877 O I-Process +[ 878,879 O O +15 879,881 O O +] 881,882 O O +and 883,886 O O +reduction 887,896 O B-Process +in 897,899 O I-Process +mechanical 900,910 O I-Process +strength 911,919 O I-Process +[ 920,921 O O +16 921,923 O O +] 923,924 O O +. 924,925 O O + +It 926,928 O O +is 929,931 O O +assumed 932,939 O O +nitrogen 940,948 O B-Process +incorporation 949,962 O I-Process +during 963,969 O I-Process +deposit 970,977 O I-Process +formation 978,987 O I-Process +is 988,990 O O +the 991,994 O O +subsequent 995,1005 O O +production 1006,1016 O O +route 1017,1022 O O +for 1023,1026 O O +the 1027,1030 O O +high 1031,1035 O O +14C 1036,1039 O O +levels 1040,1046 O O +observed 1047,1055 O O +. 1055,1056 O O + + +-DOCSTART- (S0029549313003439) + +An 0,2 O O +essential 3,12 O O +part 13,17 O O +of 18,20 O O +nuclear 21,28 O B-Task +reactor 29,36 O I-Task +analysis 37,45 O I-Task +is 46,48 O O +the 49,52 O O +prediction 53,63 O B-Task +of 64,66 O I-Task +the 67,70 O I-Task +three 71,76 O I-Task +- 76,77 O I-Task +dimensional 77,88 O I-Task +space 89,94 O I-Task +- 94,95 O I-Task +time 95,99 O I-Task +kinetics 100,108 O I-Task +of 109,111 O I-Task +neutrons 112,120 O I-Task +in 121,123 O O +a 124,125 O O +relatively 126,136 O O +large 137,142 O O +, 142,143 O O +finite 144,150 O O +, 150,151 O O +heterogeneous 152,165 O O +, 165,166 O O +three 167,172 O O +- 172,173 O O +dimensional 173,184 O O +reactor 185,192 O B-Material +core 193,197 O I-Material +. 197,198 O O + +In 199,201 O O +a 202,203 O O +majority 204,212 O O +of 213,215 O O +safety 216,222 O B-Task +analyses 223,231 O I-Task +the 232,235 O O +prediction 236,246 O B-Task +of 247,249 O I-Task +reactor 250,257 O I-Task +physics 258,265 O I-Task +responses 266,275 O I-Task +is 276,278 O O +performed 279,288 O O +using 289,294 O O +neutron 295,302 O B-Process +diffusion 303,312 O I-Process +theory 313,319 O I-Process +applied 320,327 O I-Process +to 328,330 O I-Process +three 331,336 O I-Process +- 336,337 O I-Process +dimensional 337,348 O I-Process +systems 349,356 O I-Process +, 356,357 O O +with 358,362 O O +inputs 363,369 O O +usually 370,377 O O +derived 378,385 O O +from 386,390 O O +deterministic 391,404 O B-Process +neutron 405,412 O I-Process +transport 413,422 O I-Process +solutions 423,432 O I-Process +of 433,435 O O +two 436,439 O B-Process +- 439,440 O I-Process +dimensional 440,451 O I-Process +lattice 452,459 O I-Process +geometries 460,470 O I-Process +. 470,471 O O + +There 472,477 O O +has 478,481 O O +been 482,486 O O +increased 487,496 O O +activity 497,505 O O +related 506,513 O O +to 514,516 O O +uncertainty 517,528 O O +and 529,532 O O +sensitivity 533,544 O O +in 545,547 O O +reactor 548,555 O B-Task +physics 556,563 O I-Task +calculations 564,576 O I-Task +, 576,577 O O +and 578,581 O O +the 582,585 O O +Organization 586,598 O O +for 599,602 O O +Economic 603,611 O O +Cooperation 612,623 O O +and 624,627 O O +Development 628,639 O O +– 640,641 O O +Nuclear 642,649 O O +Energy 650,656 O O +Agency 657,663 O O +( 664,665 O O +OECD 665,669 O O +- 669,670 O O +NEA 670,673 O O +) 673,674 O O +has 675,678 O O +sponsored 679,688 O O +an 689,691 O O +ongoing 692,699 O O +benchmark 700,709 O O +entitled 710,718 O O +“ 719,720 O O +Uncertainty 720,731 O B-Material +Analysis 732,740 O I-Material +in 741,743 O I-Material +Modelling 744,753 O I-Material +” 753,754 O O +( 755,756 O O +UAM 756,759 O B-Material +) 759,760 O O +related 761,768 O O +to 769,771 O O +these 772,777 O O +efforts 778,785 O O +. 785,786 O O + +The 787,790 O O +goal 791,795 O O +of 796,798 O O +this 799,803 O O +work 804,808 O O +is 809,811 O O +to 812,814 O O +offer 815,820 O O +a 821,822 O O +strategy 823,831 O B-Task +for 832,835 O I-Task +computing 836,845 O I-Task +lattice 846,853 O I-Task +sensitivities 854,867 O I-Task +using 868,873 O O +the 874,877 O O +DRAGON 878,884 O B-Material +lattice 885,892 O I-Material +code 893,897 O I-Material +and 898,901 O O +WIMS 902,906 O B-Material +- 906,907 O I-Material +D4 907,909 O I-Material +multi 910,915 O I-Material +- 915,916 O I-Material +group 916,921 O I-Material +library 922,929 O I-Material +. 929,930 O O + +Results 931,938 O O +are 939,942 O O +presented 943,952 O O +with 953,957 O O +comparison 958,968 O O +to 969,971 O O +those 972,977 O O +from 978,982 O O +TSUNAMI 983,990 O B-Process +, 990,991 O O +developed 992,1001 O O +by 1002,1004 O O +Oak 1005,1008 O O +Ridge 1009,1014 O O +National 1015,1023 O O +Laboratories 1024,1036 O O +. 1036,1037 O O + + +-DOCSTART- (S0029549314002854) + +The 0,3 O O +pipes 4,9 O B-Material +under 10,15 O O +pressure 16,24 O O +in 25,27 O O +the 28,31 O O +RCS 32,35 O B-Material +or 36,38 O O +connected 39,48 O O +to 49,51 O O +RCS 52,55 O B-Material +are 56,59 O O +usually 60,67 O O +made 68,72 O O +of 73,75 O O +austenitic 76,86 O B-Material +or 87,89 O I-Material +austenitic 90,100 O I-Material +& 101,102 O I-Material +ferritic 103,111 O I-Material +stainless 112,121 O I-Material +steel 122,127 O I-Material +. 127,128 O O + +Most 129,133 O O +connections 134,145 O O +are 146,149 O O +welded 150,156 O O +. 156,157 O O + +The 158,161 O O +pipes 162,167 O B-Material +may 168,171 O O +be 172,174 O O +exposed 175,182 O O +to 183,185 O O +various 186,193 O O +degradation 194,205 O O +phenomena 206,215 O O +( 216,217 O O +diverse 217,224 O O +hazards 225,232 O O +, 232,233 O O +mechanical 234,244 O O +fatigue 245,252 O O +, 252,253 O O +thermal 254,261 O O +fatigue 262,269 O O +, 269,270 O O +stress 271,277 O O +corrosion 278,287 O O +, 287,288 O O +etc 289,292 O O +. 292,293 O O +) 293,294 O O +. 294,295 O O + +Event 296,301 O B-Task +screening 302,311 O I-Task +in 312,314 O O +the 315,318 O O +databases 319,328 O O +showed 329,335 O O +a 336,337 O O +total 338,343 O O +of 344,346 O O +116 347,350 O O +events 351,357 O O +( 358,359 O O +33 359,361 O O +related 362,369 O O +to 370,372 O O +cracks 373,379 O O +and 380,383 O O +83 384,386 O O +to 387,389 O O +leaks 390,395 O O +) 395,396 O O +. 396,397 O O + +Three 398,403 O O +main 404,408 O O +causes 409,415 O O +for 416,419 O O +failure 420,427 O O +were 428,432 O O +identified 433,443 O O +, 443,444 O O +namely 445,451 O O +, 451,452 O O +fatigue 453,460 O O +, 460,461 O O +corrosion 462,471 O O +and 472,475 O O +the 476,479 O O +presence 480,488 O O +of 489,491 O O +manufacturing 492,505 O O +defects 506,513 O O +. 513,514 O O + +Human 515,520 O O +factor 521,527 O O +induced 528,535 O O +defects 536,543 O O +proved 544,550 O O +to 551,553 O O +have 554,558 O O +little 559,565 O O +impact 566,572 O O +– 573,574 O O +less 575,579 O O +than 580,584 O O +10 585,587 O O +% 587,588 O O +of 589,591 O O +the 592,595 O O +cases 596,601 O O +could 602,607 O O +be 608,610 O O +attributed 611,621 O O +to 622,624 O O +operation 625,634 O O +errors 635,641 O O +. 641,642 O O + +Fatigue 643,650 O O +was 651,654 O O +found 655,660 O O +being 661,666 O O +induced 667,674 O O +by 675,677 O O +several 678,685 O O +factors 686,693 O O +: 693,694 O O +excessive 695,704 O O +vibration 705,714 O O +, 714,715 O O +pressure 716,724 O O +shocks 725,731 O O +and 732,735 O O +the 736,739 O O +thermal 740,747 O O +regime 748,754 O O +of 755,757 O O +operating 758,767 O O +the 768,771 O O +pipe 772,776 O B-Material +, 776,777 O O +as 778,780 O O +well 781,785 O O +as 786,788 O O +by 789,791 O O +combinations 792,804 O O +of 805,807 O O +these 808,813 O O +factors 814,821 O O +. 821,822 O O + +Corrosion 823,832 O O +was 833,836 O O +induced 837,844 O O +, 844,845 O O +in 846,848 O O +most 849,853 O O +of 854,856 O O +the 857,860 O O +cases 861,866 O O +, 866,867 O O +by 868,870 O O +a 871,872 O O +non 873,876 O O +- 876,877 O O +appropriate 877,888 O O +choice 889,895 O O +of 896,898 O O +alloys 899,905 O B-Material +while 906,911 O O +not 912,915 O O +taking 916,922 O O +into 923,927 O O +account 928,935 O O +the 936,939 O O +chemical 940,948 O O +parameters 949,959 O O +of 960,962 O O +the 963,966 O O +fluid 967,972 O B-Material +inside 973,979 O O +pipes 980,985 O B-Material +. 985,986 O O + +Manufacturing 987,1000 O O +defects 1001,1008 O O +mostly 1009,1015 O O +dealt 1016,1021 O O +with 1022,1026 O O +welding 1027,1034 O O +related 1035,1042 O O +problems 1043,1051 O O +and 1052,1055 O O +deviation 1056,1065 O O +from 1066,1070 O O +the 1071,1074 O O +design 1075,1081 O O +documentation 1082,1095 O O +during 1096,1102 O O +post 1103,1107 O O +- 1107,1108 O O +weld 1108,1112 O O +heat 1113,1117 O O +treatment 1118,1127 O O +. 1127,1128 O O + + +-DOCSTART- (S0038092X14004824) + +Historically 0,12 O O +, 12,13 O O +the 14,17 O O +interest 18,26 O O +in 27,29 O O +accurate 30,38 O O +measurement 39,50 O O +of 51,53 O O +DNI 54,57 O O +started 58,65 O O +decades 66,73 O O +ago 74,77 O O +. 77,78 O O + +Early 79,84 O O +studies 85,92 O O +( 93,94 O O +e.g. 94,98 O O +, 98,99 O O +Linke 100,105 O O +, 105,106 O O +1931 107,111 O O +; 111,112 O O +Linke 113,118 O O +and 119,122 O O +Ulmitz 123,129 O O +, 129,130 O O +1940 131,135 O O +) 135,136 O O +identified 137,147 O O +the 148,151 O O +difficulty 152,162 O O +of 163,165 O O +separating 166,176 O B-Task +the 177,180 O I-Task +measurement 181,192 O I-Task +of 193,195 O I-Task +DNI 196,199 O I-Task +from 200,204 O I-Task +that 205,209 O I-Task +of 210,212 O I-Task +the 213,216 O I-Task +diffuse 217,224 O I-Task +irradiance 225,235 O I-Task +in 236,238 O I-Task +the 239,242 O I-Task +immediate 243,252 O I-Task +vicinity 253,261 O I-Task +of 262,264 O I-Task +the 265,268 O I-Task +sun 269,272 O I-Task +, 272,273 O O +hereafter 274,283 O O +referred 284,292 O O +to 293,295 O O +as 296,298 O O +circumsolar 299,310 O O +irradiance 311,321 O O +. 321,322 O O + +Pastiels 323,331 O O +( 332,333 O O +1959 333,337 O O +) 337,338 O O +conducted 339,348 O O +a 349,350 O O +detailed 351,359 O O +study 360,365 O B-Task +of 366,368 O I-Task +the 369,372 O I-Task +geometry 373,381 O I-Task +of 382,384 O I-Task +pyrheliometers 385,399 O I-Task +, 399,400 O I-Task +and 401,404 O I-Task +how 405,408 O I-Task +that 409,413 O I-Task +geometry 414,422 O I-Task +interacted 423,433 O I-Task +with 434,438 O I-Task +circumsolar 439,450 O I-Task +radiance 451,459 O I-Task +, 459,460 O O +using 461,466 O O +simplified 467,477 O O +representations 478,493 O O +of 494,496 O O +the 497,500 O O +latter 501,507 O O +. 507,508 O O + +Various 509,516 O O +communications 517,531 O O +were 532,536 O O +then 537,541 O O +presented 542,551 O O +at 552,554 O O +a 555,556 O O +WMO 557,560 O O +Task 561,565 O O +Group 566,571 O O +meeting 572,579 O O +held 580,584 O O +in 585,587 O O +Belgium 588,595 O O +in 596,598 O O +1966 599,603 O O +( 604,605 O O +WMO 605,608 O O +, 608,609 O O +1967 610,614 O O +) 614,615 O O +to 616,618 O O +improve 619,626 O B-Task +the 627,630 O I-Task +accuracy 631,639 O I-Task +of 640,642 O I-Task +pyrheliometric 643,657 O I-Task +measurements 658,670 O I-Task +, 670,671 O I-Task +including 672,681 O I-Task +estimates 682,691 O I-Task +of 692,694 O I-Task +the 695,698 O I-Task +circumsolar 699,710 O I-Task +enhancement 711,722 O I-Task +. 722,723 O O + +Ångström 724,732 O O +( 733,734 O O +1961 734,738 O O +) 738,739 O O +and 740,743 O O +Ångström 744,752 O O +and 753,756 O O +Rohde 757,762 O O +( 763,764 O O +1966 764,768 O O +) 768,769 O O +later 770,775 O O +contributed 776,787 O O +to 788,790 O O +the 791,794 O O +same 795,799 O O +topic 800,805 O O +, 805,806 O O +followed 807,815 O O +years 816,821 O O +later 822,827 O O +by 828,830 O O +Major 831,836 O O +( 837,838 O O +1973 838,842 O O +, 842,843 O O +1980 844,848 O O +) 848,849 O O +. 849,850 O O + +The 851,854 O O +whole 855,860 O O +issue 861,866 O O +of 867,869 O O +instrument 870,880 O O +geometry 881,889 O O +vs. 890,893 O O +circumsolar 894,905 O O +irradiance 906,916 O O +was 917,920 O O +complex 921,928 O O +and 929,932 O O +confusing 933,942 O O +at 943,945 O O +the 946,949 O O +time 950,954 O O +because 955,962 O O +different 963,972 O O +makes 973,978 O O +and 979,982 O O +models 983,989 O O +of 990,992 O O +instruments 993,1004 O O +had 1005,1008 O O +differing 1009,1018 O O +geometries 1019,1029 O O +. 1029,1030 O O + +This 1031,1035 O O +was 1036,1039 O O +considerably 1040,1052 O O +simplified 1053,1063 O O +after 1064,1069 O O +WMO 1070,1073 O O +issued 1074,1080 O O +guidelines 1081,1091 O O +about 1092,1097 O O +the 1098,1101 O O +recommended 1102,1113 O O +geometry 1114,1122 O O +of 1123,1125 O O +pyrheliometers 1126,1140 O B-Material +, 1140,1141 O O +which 1142,1147 O O +led 1148,1151 O O +to 1152,1154 O O +a 1155,1156 O O +relatively 1157,1167 O O +“ 1168,1169 O O +standard 1169,1177 O O +” 1177,1178 O O +geometry 1179,1187 O O +used 1188,1192 O O +in 1193,1195 O O +all 1196,1199 O O +recent 1200,1206 O O +instruments 1207,1218 O O +. 1218,1219 O O + +The 1220,1223 O O +experimental 1224,1236 O O +issues 1237,1243 O O +related 1244,1251 O O +to 1252,1254 O O +the 1255,1258 O O +measurement 1259,1270 O O +of 1271,1273 O O +DNI 1274,1277 O O +are 1278,1281 O O +discussed 1282,1291 O O +in 1292,1294 O O +Section 1295,1302 O O +3.2 1303,1306 O O +. 1306,1307 O O + + +-DOCSTART- (S0038092X15001024) + +The 0,3 O O +wind 4,8 O B-Process +speed 9,14 O I-Process +and 15,18 O I-Process +cloud 19,24 O I-Process +height 25,31 O I-Process +Markov 32,38 O I-Process +chains 39,45 O I-Process +are 46,49 O O +produced 50,58 O O +accounting 59,69 O O +for 70,73 O O +seasonal 74,82 O O +variations 83,93 O O +. 93,94 O O + +A 95,96 O O +Markov 97,103 O B-Process +chain 104,109 O I-Process +is 110,112 O O +used 113,117 O O +for 118,121 O O +each 122,126 O O +variable 127,135 O O +representing 136,148 O O +each 149,153 O O +of 154,156 O O +the 157,160 O O +four 161,165 O O +seasons 166,173 O O +, 173,174 O O +capturing 175,184 O O +the 185,188 O O +variability 189,200 O O +at 201,203 O O +different 204,213 O O +times 214,219 O O +of 220,222 O O +the 223,226 O O +year 227,231 O O +, 231,232 O O +totalling 233,242 O O +four 243,247 O O +chains 248,254 O O +each 255,259 O O +. 259,260 O O + +The 261,264 O O +okta 265,269 O B-Process +number 270,276 O I-Process +Markov 277,283 O I-Process +chains 284,290 O I-Process +also 291,295 O O +consider 296,304 O O +the 305,308 O O +effect 309,315 O O +of 316,318 O O +season 319,325 O O +, 325,326 O O +with 327,331 O O +the 332,335 O O +inclusion 336,345 O O +of 346,348 O O +impacts 349,356 O O +from 357,361 O O +pressure 362,370 O O +and 371,374 O O +diurnal 375,382 O O +variation 383,392 O O +. 392,393 O O + +Eight 394,399 O O +okta 400,404 O B-Process +Markov 405,411 O I-Process +chains 412,418 O I-Process +are 419,422 O O +produced 423,431 O O +that 432,436 O O +are 437,440 O O +split 441,446 O O +by 447,449 O O +above 450,455 O O +and 456,459 O O +below 460,465 O O +average 466,473 O O +pressure 474,482 O O +for 483,486 O O +each 487,491 O O +season 492,498 O O +, 498,499 O O +and 500,503 O O +four 504,508 O O +additional 509,519 O O +morning 520,527 O O +okta 528,532 O B-Process +Markov 533,539 O I-Process +chains 540,546 O I-Process +are 547,550 O O +produced 551,559 O O +to 560,562 O O +capture 563,570 O O +the 571,574 O O +diurnal 575,582 O O +variation 583,592 O O +for 593,596 O O +okta 597,601 O O +transitions 602,613 O O +between 614,621 O O +00:00 622,627 O O +and 628,631 O O +05:00am 632,639 O O +for 640,643 O O +each 644,648 O O +season 649,655 O O +. 655,656 O O + +The 657,660 O O +intent 661,667 O O +is 668,670 O O +to 671,673 O O +capture 674,681 O B-Task +the 682,685 O I-Task +variation 686,695 O I-Task +in 696,698 O I-Task +transition 699,709 O I-Task +probability 710,721 O I-Task +that 722,726 O O +occurs 727,733 O O +as 734,736 O O +a 737,738 O O +result 739,745 O O +of 746,748 O O +weather 749,756 O O +changes 757,764 O O +due 765,768 O O +to 769,771 O O +the 772,775 O O +presence 776,784 O O +of 785,787 O O +solar 788,793 O O +energy 794,800 O O +. 800,801 O O + +5 802,803 O O +am 803,805 O O +is 806,808 O O +considered 809,819 O O +the 820,823 O O +cut 824,827 O O +- 827,828 O O +off 828,831 O O +because 832,839 O O +it 840,842 O O +is 843,845 O O +a 846,847 O O +typical 848,855 O O +sunrise 856,863 O O +in 864,866 O O +the 867,870 O O +summer 871,877 O O +for 878,881 O O +the 882,885 O O +applied 886,893 O O +study 894,899 O O +locations 900,909 O O +. 909,910 O O + +5h 911,913 O O +represents 914,924 O O +5 925,926 O O +okta 927,931 O O +transitions 932,943 O O +and 944,947 O O +is 948,950 O O +considered 951,961 O O +an 962,964 O O +appropriate 965,976 O O +duration 977,985 O O +for 986,989 O O +the 990,993 O O +slight 994,1000 O O +propensity 1001,1011 O O +to 1012,1014 O O +shift 1015,1020 O O +towards 1021,1028 O O +an 1029,1031 O O +increased 1032,1041 O O +okta 1042,1046 O O +to 1047,1049 O O +be 1050,1052 O O +represented 1053,1064 O O +, 1064,1065 O O +Fig 1066,1069 O O +. 1069,1070 O O + +8 1071,1072 O O +demonstrates 1073,1085 O O +the 1086,1089 O O +diurnal 1090,1097 O O +transition 1098,1108 O O +differences 1109,1120 O O +. 1120,1121 O O + +Fig 1122,1125 O O +. 1125,1126 O O + +2 1127,1128 O O +visually 1129,1137 O O +demonstrates 1138,1150 O O +the 1151,1154 O O +mean 1155,1159 O O +okta 1160,1164 O B-Process +Markov 1165,1171 O I-Process +chain 1172,1177 O I-Process +for 1178,1181 O O +the 1182,1185 O O +entire 1186,1192 O O +year 1193,1197 O O +, 1197,1198 O O +whilst 1199,1205 O O +the 1206,1209 O O +effect 1210,1216 O O +of 1217,1219 O O +season 1220,1226 O O +can 1227,1230 O O +be 1231,1233 O O +seen 1234,1238 O O +in 1239,1241 O O +Fig 1242,1245 O O +. 1245,1246 O O + +11 1247,1249 O O +. 1249,1250 O O + + +-DOCSTART- (S0038092X15003059) + +In 0,2 O O +addition 3,11 O O +, 11,12 O O +the 13,16 O O +prediction 17,27 O B-Task +of 28,30 O I-Task +solar 31,36 O I-Task +cell 37,41 O I-Task +’s 41,43 O I-Task +temperature 44,55 O I-Task +is 56,58 O O +very 59,63 O O +important 64,73 O O +for 74,77 O O +the 78,81 O O +electrical 82,92 O O +characterisation 93,109 O O +of 110,112 O O +CPV 113,116 O B-Process +modules 117,124 O O +. 124,125 O O + +Rodrigo 126,133 O O +et 134,136 O O +al 137,139 O O +. 139,140 O O + +( 141,142 O O +2014 142,146 O O +) 146,147 O O +reviewed 148,156 O O +various 157,164 O O +methods 165,172 O O +for 173,176 O O +the 177,180 O O +calculation 181,192 O B-Task +of 193,195 O I-Task +the 196,199 O I-Task +cell 200,204 O I-Task +temperature 205,216 O I-Task +in 217,219 O O +High 220,224 O B-Process +Concentrator 225,237 O I-Process +PV 238,240 O I-Process +( 241,242 O O +HCPV 242,246 O B-Process +) 246,247 O O +modules 248,255 O O +. 255,256 O O + +The 257,260 O O +methods 261,268 O O +were 269,273 O O +categorised 274,285 O O +based 286,291 O O +on 292,294 O O +: 294,295 O O +( 296,297 O O +1 297,298 O O +) 298,299 O O +heat 300,304 O O +sink 305,309 O O +temperature 310,321 O O +, 321,322 O O +( 323,324 O O +2 324,325 O O +) 325,326 O O +electrical 327,337 O O +parameters 338,348 O O +and 349,352 O O +( 353,354 O O +3 354,355 O O +) 355,356 O O +atmospheric 357,368 O O +parameters 369,379 O O +. 379,380 O O + +The 381,384 O O +first 385,390 O O +two 391,394 O O +categories 395,405 O O +are 406,409 O O +based 410,415 O O +on 416,418 O O +direct 419,425 O O +measurements 426,438 O O +of 439,441 O O +CPV 442,445 O B-Process +modules 446,453 O O +in 454,456 O O +indoor 457,463 O O +or 464,466 O O +outdoor 467,474 O O +experimental 475,487 O O +setups 488,494 O O +and 495,498 O O +presented 499,508 O O +the 509,512 O O +highest 513,520 O O +degree 521,527 O O +of 528,530 O O +accuracy 531,539 O O +( 540,541 O O +Root 541,545 O O +Mean 546,550 O O +Square 551,557 O O +Error 558,563 O O +( 564,565 O O +RMSE 565,569 O O +) 569,570 O O + +1.7–2.5 571,578 O O +K 578,579 O O +) 579,580 O O +. 580,581 O O + +Most 582,586 O O +of 587,589 O O +the 590,593 O O +methods 594,601 O O +reviewed 602,610 O O +by 611,613 O O +Rodrigo 614,621 O O +et 622,624 O O +al 625,627 O O +. 627,628 O O + +( 629,630 O O +2014 630,634 O O +) 634,635 O O +calculate 636,645 O B-Task +the 646,649 O I-Task +cell 650,654 O I-Task +temperature 655,666 O I-Task +at 667,669 O O +open 670,674 O B-Process +- 674,675 O I-Process +circuit 675,682 O I-Process +conditions 683,693 O I-Process +. 693,694 O O + +Methods 695,702 O O +that 703,707 O O +predict 708,715 O O +the 716,719 O O +cell 720,724 O O +temperature 725,736 O O +at 737,739 O O +maximum 740,747 O B-Process +power 748,753 O I-Process +point 754,759 O I-Process +( 760,761 O O +MPP 761,764 O B-Process +) 764,765 O O +operation 766,775 O O +offer 776,781 O O +a 782,783 O O +more 784,788 O O +realistic 789,798 O O +approach 799,807 O O +since 808,813 O O +they 814,818 O O +include 819,826 O O +the 827,830 O O +electrical 831,841 O B-Process +energy 842,848 O I-Process +generation 849,859 O I-Process +of 860,862 O O +the 863,866 O O +solar 867,872 O B-Material +cells 873,878 O I-Material +( 879,880 O O +i.e. 880,884 O O +real 885,889 O O +operating 890,899 O O +conditions 900,910 O O +) 910,911 O O +; 911,912 O O +Yandt 913,918 O O +et 919,921 O O +al 922,924 O O +. 924,925 O O + +( 926,927 O O +2012 927,931 O O +) 931,932 O O +described 933,942 O O +a 943,944 O O +method 945,951 O O +predicting 952,962 O B-Task +the 963,966 O I-Task +cell 967,971 O I-Task +temperature 972,983 O I-Task +at 984,986 O I-Task +MPP 987,990 O I-Task +based 991,996 O O +on 997,999 O O +electrical 1000,1010 O O +parameters 1011,1021 O O +and 1022,1025 O O +Fernández 1026,1035 O O +et 1036,1038 O O +al 1039,1041 O O +. 1041,1042 O O + +( 1043,1044 O O +2014b 1044,1049 O O +) 1049,1050 O O +based 1051,1056 O O +on 1057,1059 O O +heat 1060,1064 O O +sink 1065,1069 O O +temperature 1070,1081 O O +with 1082,1086 O O +absolute 1087,1095 O O +RMSE 1096,1100 O O +0.55–1.44K. 1101,1112 O O +Fernández 1113,1122 O O +et 1123,1125 O O +al 1126,1128 O O +. 1128,1129 O O + +( 1130,1131 O O +2014a 1131,1136 O O +) 1136,1137 O O +also 1138,1142 O O +proposed 1143,1151 O O +an 1152,1154 O O +artificial 1155,1165 O B-Process +neural 1166,1172 O I-Process +network 1173,1180 O I-Process +model 1181,1186 O I-Process +to 1187,1189 O O +estimate 1190,1198 O B-Task +the 1199,1202 O I-Task +cell 1203,1207 O I-Task +temperature 1208,1219 O I-Task +based 1220,1225 O O +on 1226,1228 O O +atmospheric 1229,1240 O O +parameters 1241,1251 O O +and 1252,1255 O O +an 1256,1258 O O +open 1259,1263 O B-Process +- 1263,1264 O I-Process +circuit 1264,1271 O I-Process +voltage 1272,1279 O I-Process +model 1280,1285 O I-Process +based 1286,1291 O O +on 1292,1294 O O +electrical 1295,1305 O O +parameters 1306,1316 O O +( 1317,1318 O O +Fernandez 1318,1327 O O +et 1328,1330 O O +al 1331,1333 O O +. 1333,1334 O O +, 1334,1335 O O +2013a 1336,1341 O O +) 1341,1342 O O +offering 1343,1351 O O +good 1352,1356 O O +accuracy 1357,1365 O O +( 1366,1367 O O +RMSE 1367,1371 O O +3.2 1372,1375 O O +K 1375,1376 O O +and 1377,1380 O O +2.5 1381,1384 O O +K 1384,1385 O O +respectively 1386,1398 O O +( 1399,1400 O O +Rodrigo 1400,1407 O O +et 1408,1410 O O +al 1411,1413 O O +. 1413,1414 O O +, 1414,1415 O O +2014 1416,1420 O O +) 1420,1421 O O +) 1421,1422 O O +. 1422,1423 O O + +The 1424,1427 O O +main 1428,1432 O O +disadvantage 1433,1445 O O +of 1446,1448 O O +the 1449,1452 O O +aforementioned 1453,1467 O O +methods 1468,1475 O O +is 1476,1478 O O +that 1479,1483 O O +an 1484,1486 O O +experimental 1487,1499 O O +setup 1500,1505 O O +is 1506,1508 O O +required 1509,1517 O O +to 1518,1520 O O +obtain 1521,1527 O O +the 1528,1531 O O +parameters 1532,1542 O O +used 1543,1547 O O +for 1548,1551 O O +the 1552,1555 O O +cell 1556,1560 O B-Task +temperature 1561,1572 O I-Task +calculation 1573,1584 O I-Task +. 1584,1585 O O + + +-DOCSTART- (S0045782514001947) + +Our 0,3 O O +procedure 4,13 O O +does 14,18 O O +not 19,22 O O +address 23,30 O O +the 31,34 O O +issue 35,40 O O +of 41,43 O O +how 44,47 O O +parameterizations 48,65 O B-Process +can 66,69 O O +vary 70,74 O O +for 75,78 O O +different 79,88 O O +flow 89,93 O B-Process +types 94,99 O O +. 99,100 O O + +However 101,108 O O +, 108,109 O O +Edeling 110,117 O O +et 118,120 O O +al 121,123 O O +. 123,124 O O + +[ 126,127 O O +9 127,128 O O +] 128,129 O O +carried 130,137 O O +out 138,141 O O +separate 142,150 O O +calibrations 151,163 O O +for 164,167 O O +a 168,169 O O +set 170,173 O O +of 174,176 O O +13 177,179 O O +boundary 180,188 O B-Process +- 188,189 O I-Process +layer 189,194 O I-Process +flows 195,200 O I-Process +. 200,201 O O + +They 202,206 O O +summarized 207,217 O O +this 218,222 O O +information 223,234 O O +across 235,241 O O +calibrations 242,254 O O +by 255,257 O O +computing 258,267 O O +Highest 268,275 O B-Process +Posterior 276,285 O I-Process +- 285,286 O I-Process +Density 286,293 O I-Process +( 294,295 O O +HPD 295,298 O B-Process +) 298,299 O O +intervals 300,309 O O +, 309,310 O O +and 311,314 O O +subsequently 315,327 O O +represent 328,337 O O +the 338,341 O O +total 342,347 O O +solution 348,356 O O +uncertainty 357,368 O O +with 369,373 O O +a 374,375 O O +probability 376,387 O B-Material +- 387,388 O I-Material +box 388,391 O I-Material +( 392,393 O O +p 393,394 O B-Material +- 394,395 O I-Material +box 395,398 O I-Material +) 398,399 O O +. 399,400 O O + +This 401,405 O O +p 406,407 O B-Material +- 407,408 O I-Material +box 408,411 O I-Material +represents 412,422 O O +both 423,427 O O +parameter 428,437 O O +variability 438,449 O O +across 450,456 O O +flows 457,462 O B-Process +, 462,463 O O +and 464,467 O O +epistemic 468,477 O O +uncertainty 478,489 O O +within 490,496 O O +each 497,501 O O +calibration 502,513 O O +. 513,514 O O + +A 515,516 O O +prediction 517,527 O O +of 528,530 O O +a 531,532 O O +new 533,536 O O +boundary 537,545 O B-Process +- 545,546 O I-Process +layer 546,551 O I-Process +flow 552,556 O I-Process +is 557,559 O O +made 560,564 O O +with 565,569 O O +uncertainty 570,581 O O +bars 582,586 O O +generated 587,596 O O +from 597,601 O O +this 602,606 O O +uncertainty 607,618 O O +information 619,630 O O +, 630,631 O O +and 632,635 O O +the 636,639 O O +resulting 640,649 O O +error 650,655 O O +estimate 656,664 O O +is 665,667 O O +shown 668,673 O O +to 674,676 O O +be 677,679 O O +consistent 680,690 O O +with 691,695 O O +measurement 696,707 O O +data 708,712 O O +. 712,713 O O + +This 714,718 O O +approach 719,727 O O +is 728,730 O O +helpful 731,738 O O +, 738,739 O O +but 740,743 O O +it 744,746 O O +might 747,752 O O +be 753,755 O O +extended 756,764 O O +further 765,772 O O +by 773,775 O O +modelling 776,785 O B-Process +proximity 786,795 O I-Process +across 796,802 O I-Process +flows 803,808 O I-Process +through 809,816 O O +a 817,818 O O +distance 819,827 O O +that 828,832 O O +would 833,838 O O +relate 839,845 O O +to 846,848 O O +the 849,852 O O +flow 853,857 O B-Process +characteristics 858,873 O O +in 874,876 O O +order 877,882 O O +to 883,885 O O +borrow 886,892 O O +strength 893,901 O O +across 902,908 O O +calibrations 909,921 O O +instead 922,929 O O +of 930,932 O O +splitting 933,942 O B-Process +the 943,946 O I-Process +calibrations 947,959 O I-Process +and 960,963 O I-Process +then 964,968 O I-Process +merging 969,976 O I-Process +the 977,980 O I-Process +outcomes 981,989 O I-Process +afterwards 990,1000 O O +. 1000,1001 O O + +This 1002,1006 O O +is 1007,1009 O O +a 1010,1011 O O +challenging 1012,1023 O O +but 1024,1027 O O +attractive 1028,1038 O O +venue 1039,1044 O O +for 1045,1048 O O +future 1049,1055 O O +research 1056,1064 O O +. 1064,1065 O O + + +-DOCSTART- (S0045782515001322) + +One 0,3 O O +of 4,6 O O +the 7,10 O O +most 11,15 O O +important 16,25 O O +outcomes 26,34 O O +of 35,37 O O +the 38,41 O O +comparative 42,53 O B-Task +analysis 54,62 O I-Task +is 63,65 O O +the 66,69 O O +fact 70,74 O O +that 75,79 O O +in 80,82 O O +all 83,86 O O +tested 87,93 O O +cases 94,99 O O +the 100,103 O O +use 104,107 O O +of 108,110 O O +FM 111,113 O B-Process +is 114,116 O O +associated 117,127 O O +with 128,132 O O +a 133,134 O O +dramatic 135,143 O O +reduction 144,153 O O +in 154,156 O O +computational 157,170 O O +time 171,175 O O +when 176,180 O O +compared 181,189 O O +with 190,194 O O +FE 195,197 O B-Process +, 197,198 O O +generally 199,208 O O +being 209,214 O O +in 215,217 O O +the 218,221 O O +order 222,227 O O +of 228,230 O O +seconds 231,238 O O +for 239,242 O O +FM 243,245 O B-Process +and 246,249 O O +in 250,252 O O +the 253,256 O O +order 257,262 O O +of 263,265 O O +hours 266,271 O O +for 272,275 O O +FE 276,278 O B-Process +. 278,279 O O + +Table 280,285 O O +1 286,287 O O +reports 288,295 O O +the 296,299 O O +timings 300,307 O O +of 308,310 O O +the 311,314 O O +simulations 315,326 O O +for 327,330 O O +both 331,335 O O +methods 336,343 O O +. 343,344 O O + +Free 345,349 O O +expansion 350,359 O O +is 360,362 O O +the 363,366 O O +fastest 367,374 O O +case 375,379 O O +, 379,380 O O +where 381,386 O O +FM 387,389 O B-Process +reaches 390,397 O O +the 398,401 O O +load 402,406 O O +- 406,407 O O +free 407,411 O O +configuration 412,425 O O +in 426,428 O O +just 429,433 O O +2 434,435 O O +s 436,437 O O +, 437,438 O O +while 439,444 O O +simulations 445,456 O B-Process +inside 457,463 O O +the 464,467 O O +vessels 468,475 O B-Material +with 476,480 O O +the 481,484 O O +diameter 485,493 O O +of 494,496 O O +around 497,503 O O +30 504,506 O O +mm 507,509 O O +take 510,514 O O +approximately 515,528 O O +30 529,531 O O +s. 532,534 O O + +Most 535,539 O O +of 540,542 O O +the 543,546 O O +execution 547,556 O O +time 557,561 O O +of 562,564 O O +the 565,568 O O +FM 569,571 O B-Process +deployment 572,582 O I-Process +algorithm 583,592 O I-Process +is 593,595 O O +dedicated 596,605 O O +to 606,608 O O +the 609,612 O O +contact 613,620 O O +check 621,626 O O +and 627,630 O O +calculations 631,643 O O +of 644,646 O O +the 647,650 O O +implications 651,663 O O +the 664,667 O O +vessel 668,674 O B-Material +wall 675,679 O I-Material +has 680,683 O O +on 684,686 O O +the 687,690 O O +stent 691,696 O O +structure 697,706 O O +. 706,707 O O + +Interestingly 708,721 O O +, 721,722 O O +in 723,725 O O +both 726,730 O O +methods 731,738 O O +, 738,739 O O +the 740,743 O O +highest 744,751 O O +computational 752,765 O O +time 766,770 O O +( 771,772 O O +i.e. 772,776 O O +, 776,777 O O +curved 778,784 O B-Material +vessels 785,792 O I-Material +) 792,793 O O +is 794,796 O O +not 797,800 O O +associated 801,811 O O +with 812,816 O O +the 817,820 O O +most 821,825 O O +complex 826,833 O O +geometry 834,842 O O +( 843,844 O O +i.e. 844,848 O O +, 848,849 O O +patient 850,857 O O +- 857,858 O O +specific 858,866 O O +case 867,871 O O +of 872,874 O O +aortic 875,881 O O +dissection 882,892 O O +) 892,893 O O +. 893,894 O O + +Another 895,902 O O +fact 903,907 O O +worth 908,913 O O +mentioning 914,924 O O +is 925,927 O O +the 928,931 O O +relation 932,940 O O +of 941,943 O O +the 944,947 O O +computational 948,961 O O +time 962,966 O O +to 967,969 O O +the 970,973 O O +diameter 974,982 O O +of 983,985 O O +the 986,989 O O +vessel 990,996 O B-Material +in 997,999 O O +both 1000,1004 O O +methods 1005,1012 O O +. 1012,1013 O O + +While 1014,1019 O O +the 1020,1023 O O +computational 1024,1037 O O +time 1038,1042 O O +of 1043,1045 O O +FM 1046,1048 O B-Process +appeared 1049,1057 O O +to 1058,1060 O O +be 1061,1063 O O +directly 1064,1072 O O +related 1073,1080 O O +to 1081,1083 O O +the 1084,1087 O O +diameter 1088,1096 O O +of 1097,1099 O O +the 1100,1103 O O +vessel 1104,1110 O B-Material +, 1110,1111 O O +no 1112,1114 O O +immediate 1115,1124 O O +relation 1125,1133 O O +was 1134,1137 O O +found 1138,1143 O O +for 1144,1147 O O +the 1148,1151 O O +FE 1152,1154 O B-Process +simulations 1155,1166 O I-Process +. 1166,1167 O O + +Such 1168,1172 O O +outcome 1173,1180 O O +is 1181,1183 O O +probably 1184,1192 O O +related 1193,1200 O O +to 1201,1203 O O +the 1204,1207 O O +simplified 1208,1218 O B-Process +contact 1219,1226 O I-Process +model 1227,1232 O I-Process +used 1233,1237 O O +by 1238,1240 O O +FM 1241,1243 O B-Process +, 1243,1244 O O +which 1245,1250 O O +makes 1251,1256 O O +the 1257,1260 O O +stent 1261,1266 O B-Process +- 1266,1267 O I-Process +graft 1267,1272 O I-Process +expansion 1273,1282 O I-Process +terminate 1283,1292 O O +once 1293,1297 O O +the 1298,1301 O O +nodes 1302,1307 O B-Material +come 1308,1312 O O +in 1313,1315 O O +contact 1316,1323 O O +with 1324,1328 O O +the 1329,1332 O O +vessel 1333,1339 O B-Material +wall 1340,1344 O I-Material +. 1344,1345 O O + +On 1346,1348 O O +the 1349,1352 O O +contrary 1353,1361 O O +, 1361,1362 O O +it 1363,1365 O O +is 1366,1368 O O +well 1369,1373 O O +known 1374,1379 O O +that 1380,1384 O O +the 1385,1388 O O +contact 1389,1396 O B-Process +algorithm 1397,1406 O I-Process +used 1407,1411 O O +in 1412,1414 O O +the 1415,1418 O O +FE 1419,1421 O B-Process +analyses 1422,1430 O I-Process +increases 1431,1440 O O +the 1441,1444 O O +computational 1445,1458 O O +cost 1459,1463 O O +of 1464,1466 O O +the 1467,1470 O O +simulations 1471,1482 O B-Process +. 1482,1483 O O + + +-DOCSTART- (S0079642514000784) + +Gas 0,3 O B-Process +sorption 4,12 O I-Process +, 12,13 O I-Process +storage 14,21 O I-Process +and 22,25 O I-Process +separation 26,36 O I-Process +in 37,39 O O +carbon 40,46 O B-Material +materials 47,56 O I-Material +are 57,60 O O +mainly 61,67 O O +based 68,73 O O +on 74,76 O O +physisorption 77,90 O B-Process +on 91,93 O O +the 94,97 O O +surfaces 98,106 O O +and 107,110 O O +particularly 111,123 O O +depend 124,130 O O +on 131,133 O O +the 134,137 O O +electrostatic 138,151 O B-Process +and 152,155 O I-Process +dispersion 156,166 O I-Process +( 167,168 O I-Process +i.e. 168,172 O I-Process +, 172,173 O I-Process +vdW 174,177 O I-Process +) 177,178 O I-Process +interactions 179,191 O I-Process +. 191,192 O O + +The 193,196 O O +former 197,203 O O +can 204,207 O O +be 208,210 O O +tuned 211,216 O O +by 217,219 O O +introducing 220,231 O B-Process +charge 232,238 O I-Process +variations 239,249 O I-Process +in 250,252 O I-Process +the 253,256 O I-Process +material 257,265 O I-Process +, 265,266 O O +and 267,270 O O +the 271,274 O O +latter 275,281 O O +by 282,284 O O +chemical 285,293 O B-Process +substitution 294,306 O I-Process +. 306,307 O O + +The 308,311 O O +strength 312,320 O O +of 321,323 O O +the 324,327 O O +interaction 328,339 O O +is 340,342 O O +determined 343,353 O O +by 354,356 O O +the 357,360 O O +surface 361,368 O O +characteristics 369,384 O O +of 385,387 O O +the 388,391 O O +adsorbent 392,401 O B-Material +and 402,405 O O +the 406,409 O O +properties 410,420 O O +of 421,423 O O +targeted 424,432 O O +adsorbate 433,442 O B-Material +molecule 443,451 O I-Material +, 451,452 O O +including 453,462 O O +but 463,466 O O +not 467,470 O O +limited 471,478 O O +to 479,481 O O +the 482,485 O O +size 486,490 O O +and 491,494 O O +shape 495,500 O O +of 501,503 O O +the 504,507 O O +adsorbate 508,517 O B-Material +molecule 518,526 O I-Material +along 527,532 O O +with 533,537 O O +its 538,541 O O +polarizability 542,556 O O +, 556,557 O O +magnetic 558,566 O O +susceptibility 567,581 O O +, 581,582 O O +permanent 583,592 O O +dipole 593,599 O O +moment 600,606 O O +, 606,607 O O +and 608,611 O O +quadrupole 612,622 O O +moment 623,629 O O +. 629,630 O O + +Li 631,633 O O +et 634,636 O O +al 637,639 O O +. 639,640 O O +summarise 641,650 O O +the 651,654 O O +adsorption 655,665 O O +- 665,666 O O +related 666,673 O O +physical 674,682 O O +parameters 683,693 O O +of 694,696 O O +many 697,701 O O +gas 702,705 O B-Material +or 706,708 O I-Material +vapour 709,715 O I-Material +adsorbates 716,726 O I-Material +, 726,727 O O +and 728,731 O O +herein 732,738 O O +Table 739,744 O O +1 745,746 O O + +we 747,749 O O +show 750,754 O O +a 755,756 O O +few 757,760 O O +of 761,763 O O +those 764,769 O O +of 770,772 O O +interest 773,781 O O +, 781,782 O O +H2 783,785 O B-Material +, 785,786 O O +N2 787,789 O B-Material +, 789,790 O O +CO 791,793 O B-Material +, 793,794 O O +CO2 795,798 O B-Material +, 798,799 O O +CH4 800,803 O B-Material +, 803,804 O O +NH3 805,808 O B-Material +, 808,809 O O +SO2 810,813 O B-Material +and 814,817 O O +H2S 818,821 O B-Material + +[ 822,823 O O +90 823,825 O O +] 825,826 O O +. 826,827 O O + +For 828,831 O O +instance 832,840 O O +, 840,841 O O +an 842,844 O O +adsorbent 845,854 O B-Material +with 855,859 O O +a 860,861 O O +high 862,866 O O +specific 867,875 O O +surface 876,883 O O +area 884,888 O O +is 889,891 O O +a 892,893 O O +good 894,898 O O +candidate 899,908 O O +for 909,912 O O +adsorption 913,923 O O +of 924,926 O O +a 927,928 O O +molecule 929,937 O B-Material +with 938,942 O O +high 943,947 O O +polarizability 948,962 O O +but 963,966 O O +no 967,969 O O +polarity 970,978 O O +. 978,979 O O + +Adsorbents 980,990 O B-Material +with 991,995 O O +highly 996,1002 O O +polarised 1003,1012 O O +surfaces 1013,1021 O O +are 1022,1025 O O +good 1026,1030 O O +for 1031,1034 O O +adsorbate 1035,1044 O B-Material +molecules 1045,1054 O I-Material +with 1055,1059 O O +a 1060,1061 O O +high 1062,1066 O O +dipole 1067,1073 O O +moment 1074,1080 O O +. 1080,1081 O O + +The 1082,1085 O O +adsorbents 1086,1096 O B-Material +with 1097,1101 O O +high 1102,1106 O O +electric 1107,1115 O O +field 1116,1121 O O +gradient 1122,1130 O O +surfaces 1131,1139 O O +are 1140,1143 O O +found 1144,1149 O O +to 1150,1152 O O +be 1153,1155 O O +ideal 1156,1161 O O +for 1162,1165 O O +the 1166,1169 O O +high 1170,1174 O B-Material +quadrupole 1175,1185 O I-Material +moment 1186,1192 O I-Material +adsorbate 1193,1202 O I-Material +molecules 1203,1212 O I-Material +[ 1213,1214 O O +91 1214,1216 O O +] 1216,1217 O O +. 1217,1218 O O + +Normally 1219,1227 O O +, 1227,1228 O O +the 1229,1232 O O +binding 1233,1240 O O +or 1241,1243 O O +adsorption 1244,1254 O O +strength 1255,1263 O O +with 1264,1268 O O +a 1269,1270 O O +carbon 1271,1277 O O +nanostructure 1278,1291 O O +is 1292,1294 O O +relatively 1295,1305 O O +low 1306,1309 O O +for 1310,1313 O O +H2 1314,1316 O B-Material +and 1317,1320 O O +N2 1321,1323 O B-Material +; 1323,1324 O O +intermediate 1325,1337 O O +for 1338,1341 O O +CO 1342,1344 O B-Material +, 1344,1345 O O +CH4 1346,1349 O B-Material +and 1350,1353 O O +CO2 1354,1357 O B-Material +; 1357,1358 O O +and 1359,1362 O O +relatively 1363,1373 O O +high 1374,1378 O O +for 1379,1382 O O +H2S 1383,1386 O B-Material +, 1386,1387 O O +NH3 1388,1391 O B-Material +and 1392,1395 O O +H2O. 1396,1400 O B-Material + +Thus 1401,1405 O O +, 1405,1406 O O +surface 1407,1414 O B-Process +modifications 1415,1428 O I-Process +, 1428,1429 O O +such 1430,1434 O O +as 1435,1437 O O +doping 1438,1444 O B-Process +, 1444,1445 O O +functionalization 1446,1463 O B-Process +and 1464,1467 O O +improving 1468,1477 O B-Process +the 1478,1481 O I-Process +pore 1482,1486 O I-Process +structure 1487,1496 O I-Process +and 1497,1500 O I-Process +specific 1501,1509 O I-Process +surface 1510,1517 O I-Process +area 1518,1522 O I-Process +of 1523,1525 O I-Process +nanocarbons 1526,1537 O I-Process +, 1537,1538 O O +are 1539,1542 O O +important 1543,1552 O O +to 1553,1555 O O +enhance 1556,1563 O B-Task +gas 1564,1567 O I-Task +adsorption 1568,1578 O I-Task +. 1578,1579 O O + +For 1580,1583 O O +this 1584,1588 O O +purpose 1589,1596 O O +, 1596,1597 O O +graphene 1598,1606 O B-Material +offers 1607,1613 O O +a 1614,1615 O O +great 1616,1621 O O +scope 1622,1627 O O +for 1628,1631 O O +tailor 1632,1638 O O +- 1638,1639 O O +made 1639,1643 O O +carbonaceous 1644,1656 O B-Material +adsorbents 1657,1667 O I-Material +. 1667,1668 O O + + +-DOCSTART- (S0079642515000705) + +When 0,4 O O +dominated 5,14 O O +by 15,17 O O +surface 18,25 O B-Process +shadowing 26,35 O I-Process +mechanisms 36,46 O I-Process +, 46,47 O O +the 48,51 O O +aggregation 52,63 O B-Process +of 64,66 O I-Process +vapor 67,72 O I-Process +particles 73,82 O I-Process +onto 83,87 O I-Process +a 88,89 O I-Process +surface 90,97 O I-Process +is 98,100 O O +a 101,102 O O +complex 103,110 O O +, 110,111 O O +non 112,115 O O +- 115,116 O O +local 116,121 O O +phenomenon 122,132 O O +. 132,133 O O + +In 134,136 O O +the 137,140 O O +literature 141,151 O O +, 151,152 O O +there 153,158 O O +have 159,163 O O +been 164,168 O O +many 169,173 O O +attempts 174,182 O O +to 183,185 O O +analyze 186,193 O B-Task +the 194,197 O I-Task +growth 198,204 O I-Task +mechanism 205,214 O I-Task +by 215,217 O O +means 218,223 O O +of 224,226 O O +pure 227,231 O O +geometrical 232,243 O B-Process +considerations 244,258 O I-Process +; 258,259 O O +i.e. 260,264 O O +, 264,265 O O +by 266,268 O O +assuming 269,277 O O +that 278,282 O O +vapor 283,288 O B-Material +particles 289,298 O I-Material +arrive 299,305 O O +at 306,308 O O +the 309,312 O O +film 313,317 O B-Material +surface 318,325 O I-Material +along 326,331 O O +a 332,333 O O +single 334,340 O B-Process +angular 341,348 O I-Process +direction 349,358 O I-Process +[ 359,360 O O +38,41 360,365 O O +] 365,366 O O +. 366,367 O O + +Continuum 368,377 O B-Process +approaches 378,388 O I-Process +, 388,389 O O +which 390,395 O O +are 396,399 O O +based 400,405 O O +on 406,408 O O +the 409,412 O O +fact 413,417 O O +that 418,422 O O +the 423,426 O O +geometrical 427,438 O B-Process +features 439,447 O I-Process +of 448,450 O O +the 451,454 O O +film 455,459 O B-Material +( 460,461 O O +i.e. 461,465 O O +, 465,466 O O +the 467,470 O O +nanocolumns 471,482 O B-Process +) 482,483 O O +are 484,487 O O +much 488,492 O O +larger 493,499 O O +than 500,504 O O +the 505,508 O O +typical 509,516 O O +size 517,521 O O +of 522,524 O O +an 525,527 O O +atom 528,532 O B-Material +[ 533,534 O O +42,266,267 534,544 O O +] 544,545 O O +, 545,546 O O +have 547,551 O O +been 552,556 O O +also 557,561 O O +explored 562,570 O O +. 570,571 O O + +For 572,575 O O +instance 576,584 O O +, 584,585 O O +Poxson 586,592 O O +et 593,595 O O +al 596,598 O O +. 598,599 O O + +[ 600,601 O O +228 601,604 O O +] 604,605 O O +developed 606,615 O O +an 616,618 O O +analytic 619,627 O B-Process +model 628,633 O I-Process +that 634,638 O O +takes 639,644 O O +into 645,649 O O +account 650,657 O O +geometrical 658,669 O B-Process +factors 670,677 O I-Process +as 678,680 O O +well 681,685 O O +as 686,688 O O +surface 689,696 O B-Process +diffusion 697,706 O I-Process +. 706,707 O O + +This 708,712 O O +model 713,718 O O +accurately 719,729 O O +predicted 730,739 O O +the 740,743 O O +porosity 744,752 O O +and 753,756 O O +deposition 757,767 O O +rate 768,772 O O +of 773,775 O O +thin 776,780 O B-Material +films 781,786 O I-Material +using 787,792 O O +a 793,794 O O +single 795,801 O O +input 802,807 O O +parameter 808,817 O O +related 818,825 O O +to 826,828 O O +the 829,832 O O +cross 833,838 O O +- 838,839 O O +sectional 839,848 O O +area 849,853 O O +of 854,856 O O +the 857,860 O O +nanocolumns 861,872 O B-Material +, 872,873 O O +the 874,877 O O +volume 878,884 O O +of 885,887 O O +material 888,896 O O +and 897,900 O O +the 901,904 O O +thickness 905,914 O O +of 915,917 O O +the 918,921 O O +film 922,926 O B-Material +. 926,927 O O + +Moreover 928,936 O O +, 936,937 O O +in 938,940 O O +Ref 941,944 O O +. 944,945 O O + +[ 946,947 O O +39 947,949 O O +] 949,950 O O +, 950,951 O O +an 952,954 O O +analytical 955,965 O B-Process +semi 966,970 O I-Process +- 970,971 O I-Process +empirical 971,980 O I-Process +model 981,986 O I-Process +was 987,990 O O +presented 991,1000 O O +to 1001,1003 O O +quantitatively 1004,1018 O B-Task +describe 1019,1027 O I-Task +the 1028,1031 O I-Task +aggregation 1032,1043 O I-Task +of 1044,1046 O I-Task +columnar 1047,1055 O I-Task +structures 1056,1066 O I-Task +by 1067,1069 O O +means 1070,1075 O O +of 1076,1078 O O +a 1079,1080 O O +single 1081,1087 O O +parameter 1088,1097 O O +dubbed 1098,1104 O O +the 1105,1108 O O +fan 1109,1112 O O +angle 1113,1118 O O +. 1118,1119 O O + +This 1120,1124 O O +material 1125,1133 O O +- 1133,1134 O O +dependent 1134,1143 O O +quantity 1144,1152 O O +can 1153,1156 O O +be 1157,1159 O O +experimentally 1160,1174 O O +obtained 1175,1183 O O +by 1184,1186 O O +performing 1187,1197 O O +deposition 1198,1208 O O +at 1209,1211 O O +normal 1212,1218 O O +incidence 1219,1228 O O +on 1229,1231 O O +an 1232,1234 O O +imprinted 1235,1244 O O +groove 1245,1251 O B-Material +seeded 1252,1258 O I-Material +substrate 1259,1268 O I-Material +, 1268,1269 O O +and 1270,1273 O O +then 1274,1278 O O +measuring 1279,1288 O O +the 1289,1292 O O +increase 1293,1301 O O +in 1302,1304 O O +column 1305,1311 O O +diameter 1312,1320 O O +with 1321,1325 O O +film 1326,1330 O B-Material +thickness 1331,1340 O O +. 1340,1341 O O + +This 1342,1346 O O +model 1347,1352 O O +was 1353,1356 O O +tested 1357,1363 O O +under 1364,1369 O O +various 1370,1377 O O +conditions 1378,1388 O O +[ 1389,1390 O O +40 1390,1392 O O +] 1392,1393 O O +, 1393,1394 O O +which 1395,1400 O O +returned 1401,1409 O O +good 1410,1414 O O +results 1415,1422 O O +and 1423,1426 O O +an 1427,1429 O O +accurate 1430,1438 O O +prediction 1439,1449 O B-Task +of 1450,1452 O I-Task +the 1453,1456 O I-Task +relation 1457,1465 O I-Task +between 1466,1473 O I-Task +the 1474,1477 O I-Task +incident 1478,1486 O I-Task +angle 1487,1492 O I-Task +of 1493,1495 O I-Task +the 1496,1499 O I-Task +deposition 1500,1510 O I-Task +flux 1511,1515 O I-Task +and 1516,1519 O I-Task +the 1520,1523 O I-Task +tilt 1524,1528 O I-Task +angle 1529,1534 O I-Task +of 1535,1537 O I-Task +the 1538,1541 O I-Task +columns 1542,1549 O I-Task +for 1550,1553 O O +several 1554,1561 O O +materials 1562,1571 O O +. 1571,1572 O O + + +-DOCSTART- (S0167844214000652) + +A 0,1 O O +bond 2,6 O B-Process +failure 7,14 O I-Process +is 15,17 O O +thought 18,25 O O +of 26,28 O O +as 29,31 O O +a 32,33 O O +micro 34,39 O B-Process +- 39,40 O I-Process +crack 40,45 O I-Process +nucleation 46,56 O I-Process +, 56,57 O O +specifically 58,70 O O +as 71,73 O O +a 74,75 O O +separation 76,86 O B-Process +between 87,94 O I-Process +the 95,98 O I-Process +adjacent 99,107 O I-Process +cells 108,113 O I-Process +in 114,116 O I-Process +the 117,120 O I-Process +cellular 121,129 O I-Process +structure 130,139 O I-Process +along 140,145 O I-Process +their 146,151 O I-Process +common 152,158 O I-Process +face 159,163 O I-Process +. 163,164 O O + +Initially 165,174 O O +, 174,175 O O +the 176,179 O O +micro 180,185 O B-Material +- 185,186 O I-Material +cracks 186,192 O I-Material +may 193,196 O O +be 197,199 O O +dispersed 200,209 O O +in 210,212 O O +the 213,216 O O +model 217,222 O O +reflecting 223,233 O O +the 234,237 O O +random 238,244 O O +distribution 245,257 O O +of 258,260 O O +pore 261,265 O B-Material +sizes 266,271 O O +and 272,275 O O +the 276,279 O O +low 280,283 O O +level 284,289 O O +of 290,292 O O +interaction 293,304 O O +due 305,308 O O +to 309,311 O O +force 312,317 O O +redistribution 318,332 O O +. 332,333 O O + +Interaction 334,345 O O +and 346,349 O O +coalescence 350,361 O O +may 362,365 O O +follow 366,372 O O +as 373,375 O O +the 376,379 O O +population 380,390 O O +of 391,393 O O +micro 394,399 O B-Material +- 399,400 O I-Material +cracks 400,406 O I-Material +increases 407,416 O O +. 416,417 O O + +These 418,423 O O +situations 424,434 O O +are 435,438 O O +illustrated 439,450 O O +in 451,453 O O +Fig 454,457 O O +. 457,458 O O + +3 459,460 O O +. 460,461 O O + +The 462,465 O O +structure 466,475 O O +of 476,478 O O +the 479,482 O O +failed 483,489 O B-Material +surface 490,497 O I-Material +can 498,501 O O +be 502,504 O O +represented 505,516 O O +with 517,521 O O +a 522,523 O O +mathematical 524,536 O B-Process +graph 537,542 O I-Process +, 542,543 O O +where 544,549 O O +graph 550,555 O O +nodes 556,561 O O +represent 562,571 O O +failed 572,578 O B-Material +faces 579,584 O I-Material +and 585,588 O O +graph 589,594 O O +edges 595,600 O O +exist 601,606 O O +between 607,614 O O +failed 615,621 O B-Material +faces 622,627 O I-Material +with 628,632 O O +common 633,639 O O +triple 640,646 O O +line 647,651 O O +in 652,654 O O +the 655,658 O O +cellular 659,667 O B-Material +structure 668,677 O I-Material +, 677,678 O O +i.e. 679,683 O O +where 684,689 O O +two 690,693 O O +micro 694,699 O B-Material +- 699,700 O I-Material +cracks 700,706 O I-Material +formed 707,713 O O +a 714,715 O O +continuous 716,726 O O +larger 727,733 O O +crack 734,739 O B-Material +. 739,740 O O + +With 741,745 O O +reference 746,755 O O +to 756,758 O O +Fig 759,762 O O +. 762,763 O O + +3 764,765 O O +, 765,766 O O +each 767,771 O O +failed 772,778 O B-Material +face 779,783 O I-Material +is 784,786 O O +a 787,788 O O +graph 789,794 O O +node 795,799 O O +and 800,803 O O +each 804,808 O O +pair 809,813 O O +of 814,816 O O +neighbouring 817,829 O O + +failed 830,836 O B-Material +faces 837,842 O I-Material +is 843,845 O O +a 846,847 O O +graph 848,853 O O +edge 854,858 O O +. 858,859 O O + + +-DOCSTART- (S0254058415300766) + +Half 0,4 O B-Material +metallic 5,13 O I-Material +ferromagnets 14,26 O I-Material +( 27,28 O O +HMF 28,31 O B-Material +) 31,32 O O +have 33,37 O O +attracted 38,47 O O +enormous 48,56 O O +interest 57,65 O O +due 66,69 O O +to 70,72 O O +their 73,78 O O +applications 79,91 O O +in 92,94 O O +spintronic 95,105 O B-Task +devices 106,113 O I-Task +[ 114,115 O O +1 115,116 O O +] 116,117 O O +. 117,118 O O + +Dilute 119,125 O B-Material +magnetic 126,134 O I-Material +semiconductors 135,149 O I-Material +( 150,151 O O +DMSs 151,155 O B-Material +) 155,156 O O +are 157,160 O O +considered 161,171 O O +to 172,174 O O +be 175,177 O O +the 178,181 O O +best 182,186 O O +materials 187,196 O B-Material +to 197,199 O I-Material +show 200,204 O I-Material +half 205,209 O I-Material +metallicity 210,221 O I-Material +. 221,222 O O + +These 223,228 O O +materials 229,238 O O +have 239,243 O O +two 244,247 O O +components 248,258 O O +, 258,259 O O +one 260,263 O O +being 264,269 O O +a 270,271 O O +semiconducting 272,286 O B-Material +material 287,295 O I-Material +with 296,300 O O +diamagnetic 301,312 O O +properties 313,323 O O +while 324,329 O O +the 330,333 O O +other 334,339 O O +is 340,342 O O +a 343,344 O O +magnetic 345,353 O B-Material +dopant 354,360 O I-Material +such 361,365 O O +as 366,368 O O +transition 369,379 O B-Material +metal 380,385 O I-Material +having 386,392 O O +un 393,395 O B-Material +- 395,396 O I-Material +paired 396,402 O I-Material +d 403,404 O I-Material +electrons 405,414 O I-Material +[ 415,416 O O +2 416,417 O O +] 417,418 O O +. 418,419 O O + +The 420,423 O O +major 424,429 O O +advantage 430,439 O O +of 440,442 O O +these 443,448 O O +materials 449,458 O O +is 459,461 O O +utilization 462,473 O B-Process +of 474,476 O I-Process +electron 477,485 O I-Process +'s 485,487 O I-Process +spin 488,492 O I-Process +as 493,495 O I-Process +information 496,507 O I-Process +carrier 508,515 O I-Process +since 516,521 O O +advanced 522,530 O O +functionalities 531,546 O O +in 547,549 O O +spintronic 550,560 O B-Task +devices 561,568 O I-Task +can 569,572 O O +be 573,575 O O +viable 576,582 O O +by 583,585 O O +the 586,589 O O +use 590,593 O O +of 594,596 O O +spin 597,601 O O +degree 602,608 O O +of 609,611 O O +freedom 612,619 O O +along 620,625 O O +with 626,630 O O +the 631,634 O O +charge 635,641 O O +of 642,644 O O +electrons 645,654 O B-Material +[ 655,656 O O +3 656,657 O O +] 657,658 O O +. 658,659 O O + +The 660,663 O O +major 664,669 O O +issue 670,675 O O +regarding 676,685 O O +the 686,689 O O +applicability 690,703 O O +of 704,706 O O +these 707,712 O O +materials 713,722 O O +is 723,725 O O +to 726,728 O O +enhance 729,736 O B-Task +the 737,740 O I-Task +Curie 741,746 O I-Task +temperature 747,758 O I-Task +above 759,764 O I-Task +room 765,769 O I-Task +temperature 770,781 O I-Task +. 781,782 O O + +That 783,787 O O +'s 787,789 O O +why 790,793 O O +the 794,797 O O +research 798,806 O O +interest 807,815 O O +shifted 816,823 O O +towards 824,831 O O +large 832,837 O B-Material +band 838,842 O I-Material +gap 843,846 O I-Material +materials 847,856 O I-Material +. 856,857 O O + +A 858,859 O O +lot 860,863 O O +of 864,866 O O +work 867,871 O O +has 872,875 O O +been 876,880 O O +reported 881,889 O O +on 890,892 O O +DMSs 893,897 O B-Material +with 898,902 O O +different 903,912 O O +II 913,915 O B-Material +– 915,916 O I-Material +VI 916,918 O I-Material +and 919,922 O I-Material +III 923,926 O I-Material +– 926,927 O I-Material +V 927,928 O I-Material +semiconductors 929,943 O I-Material +as 944,946 O O +host 947,951 O B-Material +material 952,960 O I-Material +such 961,965 O O +as 966,968 O O +, 968,969 O O +ZnS 970,973 O B-Material +, 973,974 O O +CdS 975,978 O B-Material +, 978,979 O O +GaN 980,983 O B-Material +, 983,984 O O +ZnO 985,988 O B-Material +, 988,989 O O +ZnSe 990,994 O B-Material +, 994,995 O O +ZnTe 996,1000 O B-Material +, 1000,1001 O O +TiO2 1002,1006 O B-Material +, 1006,1007 O O +SnO2 1008,1012 O B-Material +[ 1013,1014 O O +4–12 1014,1018 O O +] 1018,1019 O O +. 1019,1020 O O + + +-DOCSTART- (S0301010409001219) + +It 0,2 O O +has 3,6 O O +been 7,11 O O +known 12,17 O O +[ 18,19 O O +9,14,18,22 19,29 O O +] 29,30 O O +that 31,35 O O +the 36,39 O O +fragmentation 40,53 O B-Process +processes 54,63 O I-Process +in 64,66 O O +polyatomic 67,77 O B-Material +molecules 78,87 O I-Material +induced 88,95 O O +by 96,98 O O +an 99,101 O O +intense 102,109 O B-Material +ultrafast 110,119 O I-Material +laser 120,125 O I-Material +field 126,131 O I-Material +can 132,135 O O +sometimes 136,145 O O +exhibit 146,153 O O +sensitive 154,163 O O +dependence 164,174 O O +on 175,177 O O +the 178,181 O O +instantaneous 182,195 O O +phase 196,201 O O +characteristics 202,217 O O +of 218,220 O O +the 221,224 O O +laser 225,230 O B-Material +field 231,236 O I-Material +. 236,237 O O + +Depending 238,247 O O +on 248,250 O O +the 251,254 O O +change 255,261 O O +in 262,264 O O +sign 265,269 O O +the 270,273 O O +chirped 274,281 O B-Material +laser 282,287 O I-Material +pulses 288,294 O I-Material +, 294,295 O O +fragmentation 296,309 O B-Task +could 310,315 O O +be 316,318 O O +either 319,325 O O +enhanced 326,334 O O +or 335,337 O O +suppressed 338,348 O O +[ 349,350 O O +14,18,22 350,358 O O +] 358,359 O O +. 359,360 O O + +Controlling 361,372 O O +the 373,376 O O +outcome 377,384 O O +of 385,387 O O +such 388,392 O O +laser 393,398 O B-Process +induced 399,406 O I-Process +molecular 407,416 O I-Process +fragmentation 417,430 O I-Process +with 431,435 O O +chirped 436,443 O B-Material +femtosecond 444,455 O I-Material +laser 456,461 O I-Material +pulses 462,468 O I-Material +has 469,472 O O +brought 473,480 O O +forth 481,486 O O +a 487,488 O O +number 489,495 O O +of 496,498 O O +experimental 499,511 O O +and 512,515 O O +theoretical 516,527 O O +effects 528,535 O O +in 536,538 O O +the 539,542 O O +recent 543,549 O O +years 550,555 O O +. 555,556 O O + +However 557,564 O O +, 564,565 O O +efforts 566,573 O O +are 574,577 O O +continuing 578,588 O O +for 589,592 O O +a 593,594 O O +specific 595,603 O O +fragment 604,612 O B-Task +channel 613,620 O I-Task +enhancement 621,632 O I-Task +, 632,633 O O +which 634,639 O O +is 640,642 O O +difficult 643,652 O O +since 653,658 O O +it 659,661 O O +also 662,666 O O +is 667,669 O O +a 670,671 O O +function 672,680 O O +of 681,683 O O +the 684,687 O O +molecular 688,697 O B-Process +system 698,704 O I-Process +under 705,710 O O +study 711,716 O O +[ 717,718 O O +20,22–24 718,726 O O +] 726,727 O O +. 727,728 O O + +Here 729,733 O O +we 734,736 O O +report 737,743 O O +the 744,747 O O +observation 748,759 O B-Task +of 760,762 O I-Task +a 763,764 O I-Task +coherently 765,775 O I-Task +enhanced 776,784 O I-Task +fragmentation 785,798 O I-Task +pathway 799,806 O I-Task +of 807,809 O O +n 810,811 O B-Material +- 811,812 O I-Material +propyl 812,818 O I-Material +benzene 819,826 O I-Material +, 826,827 O O +which 828,833 O O +seems 834,839 O O +to 840,842 O O +have 843,847 O O +such 848,852 O O +specific 853,861 O O +fragmentation 862,875 O B-Material +channel 876,883 O I-Material +available 884,893 O O +. 893,894 O O + +We 895,897 O O +found 898,903 O O +that 904,908 O O +for 909,912 O O +n 913,914 O B-Material +- 914,915 O I-Material +propyl 915,921 O I-Material +benzene 922,929 O I-Material +, 929,930 O O +the 931,934 O O +relative 935,943 O O +yield 944,949 O O +of 950,952 O O +C3H3 953,957 O B-Material ++ 957,958 O I-Material +is 959,961 O O +extremely 962,971 O O +sensitive 972,981 O O +to 982,984 O O +the 985,988 O O +phase 989,994 O O +of 995,997 O O +the 998,1001 O O +laser 1002,1007 O B-Material +pulse 1008,1013 O I-Material +as 1014,1016 O O +compared 1017,1025 O O +to 1026,1028 O O +any 1029,1032 O O +of 1033,1035 O O +the 1036,1039 O O +other 1040,1045 O O +possible 1046,1054 O O +channels 1055,1063 O B-Material +. 1063,1064 O O + +In 1065,1067 O O +fact 1068,1072 O O +, 1072,1073 O O +there 1074,1079 O O +is 1080,1082 O O +almost 1083,1089 O O +an 1090,1092 O O +order 1093,1098 O O +of 1099,1101 O O +magnitude 1102,1111 O O +enhancement 1112,1123 O O +in 1124,1126 O O +the 1127,1130 O O +yield 1131,1136 O O +of 1137,1139 O O +C3H3 1140,1144 O B-Material ++ 1144,1145 O I-Material +when 1146,1150 O O +negatively 1151,1161 O B-Material +chirped 1162,1169 O I-Material +pulses 1170,1176 O I-Material +are 1177,1180 O O +used 1181,1185 O O +, 1185,1186 O O +while 1187,1192 O O +there 1193,1198 O O +is 1199,1201 O O +no 1202,1204 O O +effect 1205,1211 O O +with 1212,1216 O O +the 1217,1220 O O +positive 1221,1229 O B-Material +chirp 1230,1235 O I-Material +. 1235,1236 O O + +Moreover 1237,1245 O O +, 1245,1246 O O +the 1247,1250 O O +relative 1251,1259 O O +yield 1260,1265 O O +of 1266,1268 O O +all 1269,1272 O O +the 1273,1276 O O +other 1277,1282 O O +heavier 1283,1290 O B-Material +fragment 1291,1299 O I-Material +ions 1300,1304 O I-Material +resulting 1305,1314 O O +from 1315,1319 O O +interaction 1320,1331 O O +of 1332,1334 O O +the 1335,1338 O O +strong 1339,1345 O O +field 1346,1351 O O +with 1352,1356 O O +the 1357,1360 O O +molecule 1361,1369 O B-Material +is 1370,1372 O O +not 1373,1376 O O +sensitive 1377,1386 O O +to 1387,1389 O O +the 1390,1393 O O +sign 1394,1398 O O +of 1399,1401 O O +the 1402,1405 O O +chirp 1406,1411 O B-Material +, 1411,1412 O O +within 1413,1419 O O +the 1420,1423 O O +noise 1424,1429 O O +level 1430,1435 O O +. 1435,1436 O O + + +-DOCSTART- (S0301010413002139) + +The 0,3 O O +vibrational 4,15 O O +spectra 16,23 O O +of 24,26 O O +l 27,28 O B-Material +- 28,29 O I-Material +cysteine 29,37 O I-Material +have 38,42 O O +been 43,47 O O +recorded 48,56 O O +and 57,60 O O +assigned 61,69 O O +in 70,72 O O +both 73,77 O O +solution 78,86 O O +[ 87,88 O O +8,9 88,91 O O +] 91,92 O O +and 93,96 O O +the 97,100 O O +solid 101,106 O O +state 107,112 O O +[ 113,114 O O +10–14 114,119 O O +] 119,120 O O +. 120,121 O O + +Spectral 122,130 O B-Process +assignments 131,142 O I-Process +have 143,147 O O +been 148,152 O O +made 153,157 O O +using 158,163 O O +empirical 164,173 O B-Process +force 174,179 O I-Process +fields 180,186 O I-Process +[ 187,188 O O +15 188,190 O O +] 190,191 O O +, 191,192 O O +Hartree 193,200 O B-Process +– 200,201 O I-Process +Fock 201,205 O I-Process +calculations 206,218 O I-Process +[ 219,220 O O +10,16,17 220,228 O O +] 228,229 O O +based 230,235 O O +on 236,238 O O +the 239,242 O O +isolated 243,251 O B-Process +molecule 252,260 O I-Process +approximation 261,274 O I-Process +. 274,275 O O + +For 276,279 O O +systems 280,287 O O +that 288,292 O O +exhibit 293,300 O O +strong 301,307 O O +intermolecular 308,322 O O +interactions 323,335 O O +, 335,336 O O +this 337,341 O O +approximation 342,355 O O +often 356,361 O O +leads 362,367 O O +to 368,370 O O +poor 371,375 O O +agreement 376,385 O O +between 386,393 O O +experiment 394,404 O O +and 405,408 O O +theory 409,415 O O +. 415,416 O O + +A 417,418 O O +striking 419,427 O O +example 428,435 O O +is 436,438 O O +purine 439,445 O B-Material +[ 446,447 O O +18 447,449 O O +] 449,450 O O +, 450,451 O O +where 452,457 O O +a 458,459 O O +study 460,465 O B-Task +of 466,468 O I-Task +the 469,472 O I-Task +solid 473,478 O I-Task +state 479,484 O I-Task +vibrational 485,496 O I-Task +spectra 497,504 O I-Task +by 505,507 O O +isolated 508,516 O B-Process +molecule 517,525 O I-Process +and 526,529 O I-Process +periodic 530,538 O I-Process +calculations 539,551 O I-Process +, 551,552 O O +gave 553,557 O O +almost 558,564 O O +quantitative 565,577 O O +agreement 578,587 O O +between 588,595 O O +theory 596,602 O O +and 603,606 O O +experiment 607,617 O O +for 618,621 O O +the 622,625 O O +latter 626,632 O O +, 632,633 O O +whereas 634,641 O O +the 642,645 O O +former 646,652 O O +gave 653,657 O O +only 658,662 O O +modest 663,669 O O +agreement 670,679 O O +and 680,683 O O +was 684,687 O O +unable 688,694 O O +to 695,697 O O +distinguish 698,709 O O +between 710,717 O O +the 718,721 O O +tautomers 722,731 O B-Material +. 731,732 O O + +In 733,735 O O +the 736,739 O O +present 740,747 O O +case 748,752 O O +, 752,753 O O +where 754,759 O O +the 760,763 O O +structure 764,773 O O +consists 774,782 O O +of 783,785 O O +ions 786,790 O B-Material +linked 791,797 O O +by 798,800 O O +hydrogen 801,809 O B-Material +bonds 810,815 O O +, 815,816 O O +periodic 817,825 O B-Process +calculations 826,838 O I-Process +based 839,844 O O +on 845,847 O O +the 848,851 O O +complete 852,860 O B-Material +primitive 861,870 O I-Material +cell 871,875 O I-Material +are 876,879 O O +essential 880,889 O O +[ 890,891 O O +19 891,893 O O +] 893,894 O O +. 894,895 O O + +The 896,899 O O +only 900,904 O O +work 905,909 O O +[ 910,911 O O +20 911,913 O O +] 913,914 O O +that 915,919 O O +includes 920,928 O O +some 929,933 O O +solid 934,939 O O +state 940,945 O O +effects 946,953 O O +used 954,958 O O +molecular 959,968 O B-Process +dynamics 969,977 O I-Process +but 978,981 O O +from 982,986 O O +which 987,992 O O +it 993,995 O O +is 996,998 O O +difficult 999,1008 O O +to 1009,1011 O O +extract 1012,1019 O O +assignments 1020,1031 O O +. 1031,1032 O O + +The 1033,1036 O O +aim 1037,1040 O O +of 1041,1043 O O +this 1044,1048 O O +paper 1049,1054 O O +is 1055,1057 O O +to 1058,1060 O O +provide 1061,1068 O B-Task +a 1069,1070 O I-Task +complete 1071,1079 O I-Task +assignment 1080,1090 O I-Task +of 1091,1093 O I-Task +the 1094,1097 O I-Task +vibrational 1098,1109 O I-Task +spectra 1110,1117 O I-Task +of 1118,1120 O I-Task +l 1121,1122 O I-Task +- 1122,1123 O I-Task +cysteine 1123,1131 O I-Task +in 1132,1134 O O +both 1135,1139 O O +the 1140,1143 O O +orthorhombic 1144,1156 O O +and 1157,1160 O O +monoclinic 1161,1171 O O +forms 1172,1177 O O +by 1178,1180 O O +the 1181,1184 O O +use 1185,1188 O O +of 1189,1191 O O +a 1192,1193 O O +combination 1194,1205 O O +of 1206,1208 O O +computational 1209,1222 O B-Process +and 1223,1226 O I-Process +experimental 1227,1239 O I-Process +methods 1240,1247 O I-Process +. 1247,1248 O O + + +-DOCSTART- (S0301010413004096) + +It 0,2 O O +is 3,5 O O +critical 6,14 O O +to 15,17 O O +the 18,21 O O +success 22,29 O O +of 30,32 O O +the 33,36 O O +NPD 37,40 O B-Process +technique 41,50 O I-Process +that 51,55 O O +the 56,59 O O +MOF 60,63 O B-Material +complex 64,71 O I-Material +adsorbs 72,79 O O +a 80,81 O O +significant 82,93 O O +amount 94,100 O O +of 101,103 O O +D2 104,106 O B-Material +to 107,109 O O +boost 110,115 O O +the 116,119 O O +observed 120,128 O O +signal 129,135 O O +. 135,136 O O + +This 137,141 O O +technique 142,151 O O +therefore 152,161 O O +has 162,165 O O +disadvantages 166,179 O O +when 180,184 O O +studying 185,193 O O +the 194,197 O O +binding 198,205 O B-Process +interaction 206,217 O I-Process +within 218,224 O O +MOFs 225,229 O B-Material +with 230,234 O O +low 235,238 O O +uptakes 239,246 O O +. 246,247 O O + +Furthermore 248,259 O O +, 259,260 O O +static 261,267 O B-Task +crystallographic 268,284 O I-Task +studies 285,292 O I-Task +can 293,296 O O +not 296,299 O O +provide 300,307 O O +insights 308,316 O O +into 317,321 O O +the 322,325 O O +dynamics 326,334 O O +of 335,337 O O +the 338,341 O O +adsorbed 342,350 O B-Material +gas 351,354 O I-Material +molecules 355,364 O I-Material +. 364,365 O O + +Thus 366,370 O O +, 370,371 O O +it 372,374 O O +is 375,377 O O +very 378,382 O O +challenging 383,394 O O +to 395,397 O O +probe 398,403 O O +experimentally 404,418 O O +the 419,422 O O +H2 423,425 O B-Process +binding 426,433 O I-Process +interactions 434,446 O I-Process +within 447,453 O O +a 454,455 O O +porous 456,462 O O +host 463,467 O O +system 468,474 O O +which 475,480 O O +has 481,484 O O +very 485,489 O O +low 490,493 O O +gas 494,497 O B-Material +uptake 498,504 O O +due 505,508 O O +to 509,511 O O +the 512,515 O O +lack 516,520 O O +of 521,523 O O +suitable 524,532 O O +characterisation 533,549 O B-Process +techniques 550,560 O I-Process +. 560,561 O O + +We 562,564 O O +report 565,571 O O +herein 572,578 O O +the 579,582 O O +application 583,594 O O +of 595,597 O O +the 598,601 O O +in 602,604 O B-Process +situ 605,609 O I-Process +inelastic 610,619 O I-Process +neutron 620,627 O I-Process +scattering 628,638 O I-Process +( 639,640 O O +INS 640,643 O B-Process +) 643,644 O O +technique 645,654 O O +to 655,657 O O +permit 658,664 O B-Task +direct 665,671 O I-Task +observation 672,683 O I-Task +of 684,686 O I-Task +the 687,690 O I-Task +dynamics 691,699 O I-Task +of 700,702 O I-Task +the 703,706 O I-Task +binding 707,714 O I-Task +interactions 715,727 O I-Task +between 728,735 O O +adsorbed 736,744 O B-Material +H2 745,747 O I-Material +molecules 748,757 O I-Material +and 758,761 O O +an 762,764 O O +aluminium 765,774 O B-Material +- 774,775 O I-Material +based 775,780 O I-Material +porous 781,787 O I-Material +MOF 788,791 O I-Material +, 791,792 O O +NOTT-300 793,801 O B-Material +, 801,802 O O +exhibiting 803,813 O O +moderate 814,822 O O +porosity 823,831 O O +, 831,832 O O +narrow 833,839 O O +pore 840,844 O O +window 845,851 O O +and 852,855 O O +very 856,860 O O +low 861,864 O O +uptake 865,871 O O +of 872,874 O O +H2 875,877 O B-Material +. 877,878 O O + +This 879,883 O O +neutron 884,891 O B-Task +spectroscopy 892,904 O I-Task +study 905,910 O O +reveals 911,918 O O +that 919,923 O O +adsorbed 924,932 O B-Material +H2 933,935 O I-Material +molecules 936,945 O I-Material +do 946,948 O O +not 949,952 O O +interact 953,961 O O +with 962,966 O O +the 967,970 O O +organic 971,978 O B-Material +ligand 979,985 O I-Material +within 986,992 O O +the 993,996 O O +pore 997,1001 O O +channels 1002,1010 O O +, 1010,1011 O O +and 1012,1015 O O +form 1016,1020 O O +very 1021,1025 O O +weak 1026,1030 O O +interactions 1031,1043 O O +with 1044,1048 O O +[ 1049,1050 O B-Material +Al(OH)2O4 1050,1059 O I-Material +] 1059,1060 O I-Material +moieties 1061,1069 O I-Material +via 1070,1073 O O +a 1074,1075 O O +type 1076,1080 O O +of 1081,1083 O O +through 1084,1091 O B-Process +- 1091,1092 O I-Process +spacing 1092,1099 O I-Process +interaction 1100,1111 O I-Process +( 1112,1113 O O +Al 1113,1115 O B-Process +- 1115,1116 O I-Process +O⋯H2 1116,1120 O I-Process +) 1120,1121 O O +. 1121,1122 O O + +Interestingly 1123,1136 O O +, 1136,1137 O O +the 1138,1141 O O +very 1142,1146 O O +low 1147,1150 O O +H2 1151,1153 O B-Process +adsorption 1154,1164 O I-Process +has 1165,1168 O O +been 1169,1173 O O +successfully 1174,1186 O O +characterised 1187,1200 O O +as 1201,1203 O O +weak 1204,1208 O B-Process +binding 1209,1216 O I-Process +interactions 1217,1229 O I-Process +and 1230,1233 O O +, 1233,1234 O O +for 1235,1238 O O +the 1239,1242 O O +first 1243,1248 O O +time 1249,1253 O O +, 1253,1254 O O +we 1255,1257 O O +have 1258,1262 O O +found 1263,1268 O O +that 1269,1273 O O +the 1274,1277 O O +adsorbed 1278,1286 O B-Material +H2 1287,1289 O I-Material +in 1290,1292 O O +the 1293,1296 O O +pore 1297,1301 O O +channel 1302,1309 O O +has 1310,1313 O O +a 1314,1315 O O +liquid 1316,1322 O B-Material +type 1323,1327 O O +recoil 1328,1334 O O +motion 1335,1341 O O +at 1342,1344 O O +5 1345,1346 O O +K 1346,1347 O O +( 1348,1349 O O +below 1349,1354 O O +its 1355,1358 O O +melting 1359,1366 O O +point 1367,1372 O O +) 1372,1373 O O +as 1374,1376 O O +a 1377,1378 O O +direct 1379,1385 O O +result 1386,1392 O O +of 1393,1395 O O +this 1396,1400 O O +weak 1401,1405 O B-Process +interaction 1406,1417 O I-Process +to 1418,1420 O O +the 1421,1424 O O +MOF 1425,1428 O B-Material +host 1429,1433 O O +. 1433,1434 O O + + +-DOCSTART- (S0301010415002189) + +The 0,3 O O +sodium 4,10 O B-Material +trimer 11,17 O I-Material +has 18,21 O O +a 22,23 O O +long 24,28 O O +history 29,36 O O +of 37,39 O O +theoretical 40,51 O O +and 52,55 O O +experimental 56,68 O O +studies 69,76 O O +. 76,77 O O + +A 78,79 O O +pioneering 80,90 O O +theoretical 91,102 O O +paper 103,108 O O +of 109,111 O O +Martin 112,118 O O +and 119,122 O O +Davidson 123,131 O O +published 132,141 O O +in 142,144 O O +1978 145,149 O O +showed 150,156 O O +that 157,161 O O +the 162,165 O O +obtuse 166,172 O B-Process +isosceles 173,182 O I-Process +geometry 183,191 O I-Process +is 192,194 O O +lower 195,200 O O +in 201,203 O O +energy 204,210 O O +than 211,215 O O +the 216,219 O O +linear 220,226 O B-Process +conformation 227,239 O I-Process +[ 240,241 O O +6 241,242 O O +] 242,243 O O +. 243,244 O O + +Several 245,252 O O +extended 253,261 O O +PES 262,265 O B-Process +scans 266,271 O I-Process +of 272,274 O O +Na3 275,278 O B-Material +and 279,282 O O +other 283,288 O O +alkali 289,295 O B-Material +trimers 296,303 O I-Material +followed 304,312 O O +this 313,317 O O +initial 318,325 O O +study 326,331 O O +, 331,332 O O +employing 333,342 O O +DFT 343,346 O B-Process +[ 347,348 O O +7 348,349 O O +] 349,350 O O +, 350,351 O O +complete 352,360 O B-Process +active 361,367 O I-Process +space 368,373 O I-Process +SCF 374,377 O I-Process +[ 378,379 O O +8 379,380 O O +] 380,381 O O +, 381,382 O O +or 383,385 O O +a 386,387 O O +configuration 388,401 O B-Process +interaction 402,413 O I-Process +approach 414,422 O I-Process +based 423,428 O O +on 429,431 O O +valence 432,439 O B-Process +bond 440,444 O I-Process +wave 445,449 O I-Process +functions 450,459 O I-Process +[ 460,461 O O +9 461,462 O O +] 462,463 O O +. 463,464 O O + +Recently 465,473 O O +, 473,474 O O +the 475,478 O O +applicability 479,492 O O +of 493,495 O O +density 496,503 O B-Process +functional 504,514 O I-Process +theory 515,521 O I-Process +( 522,523 O O +DFT 523,526 O B-Process +) 526,527 O O +to 528,530 O O +JT 531,533 O B-Process +- 533,534 O I-Process +distorted 534,543 O I-Process +systems 544,551 O I-Process +has 552,555 O O +also 556,560 O O +been 561,565 O O +tested 566,572 O O +for 573,576 O O +Na3 577,580 O B-Material + +[ 581,582 O O +10 582,584 O O +] 584,585 O O +, 585,586 O O +and 587,590 O O +the 591,594 O O +B 595,596 O B-Process +- 596,597 O I-Process +X 597,598 O I-Process +transition 599,609 O I-Process +has 610,613 O O +been 614,618 O O +revisited 619,628 O O +as 629,631 O O +well 632,636 O O +, 636,637 O O +applying 638,646 O O +state 647,652 O B-Process +- 652,653 O I-Process +averaged 653,661 O I-Process +multi 662,667 O I-Process +- 667,668 O I-Process +reference 668,677 O I-Process +configuration 678,691 O I-Process +interaction 692,703 O I-Process +with 704,708 O O +a 709,710 O O +large 711,716 O O +active 717,723 O O +space 724,729 O O +in 730,732 O O +order 733,738 O O +to 739,741 O O +derive 742,748 O B-Task +more 749,753 O I-Task +accurate 754,762 O I-Task +non 763,766 O I-Task +- 766,767 O I-Task +adiabatic 767,776 O I-Task +coupling 777,785 O I-Task +terms 786,791 O I-Task +for 792,795 O O +an 796,798 O O +improved 799,807 O O +interpretation 808,822 O O +of 823,825 O O +photoabsorption 826,841 O B-Material +spectra 842,849 O I-Material +[ 850,851 O O +11–13 851,856 O O +] 856,857 O O +. 857,858 O O + + +-DOCSTART- (S0301010415300355) + +Alternatively 0,13 O O +to 14,16 O O +H 17,18 O B-Process +- 18,19 O I-Process +atom 19,23 O I-Process +photodetachment 24,39 O I-Process +from 40,44 O O +the 45,48 O O +intermediate 49,61 O B-Material +radicals 62,70 O I-Material +, 70,71 O O +the 72,75 O O +latter 76,82 O O +may 83,86 O O +serve 87,92 O O +as 93,95 O O +reducing 96,104 O B-Material +agents 105,111 O I-Material +. 111,112 O O + +Evidence 113,121 O O +has 122,125 O O +been 126,130 O O +reported 131,139 O O +in 140,142 O O +recent 143,149 O O +years 150,155 O O +that 156,160 O O +the 161,164 O O +pyridinyl 165,174 O B-Material +radical 175,182 O I-Material +( 183,184 O O +PyH 184,187 O B-Material +) 187,188 O O +is 189,191 O O +an 192,194 O O +exceptionally 195,208 O O +strong 209,215 O O +reducing 216,224 O B-Material +agent 225,230 O I-Material +which 231,236 O O +can 237,240 O O +even 241,245 O O +reduce 246,252 O O +CO2 253,256 O B-Material +to 257,259 O O +formaldehyde 260,272 O B-Material +, 272,273 O O +formic 274,280 O B-Material +acid 281,285 O I-Material +or 286,288 O O +methanol 289,297 O B-Material +with 298,302 O O +suitable 303,311 O O +catalyzers 312,322 O B-Material + +[ 323,324 O O +27–29 324,329 O O +] 329,330 O O +, 330,331 O O +albeit 332,338 O O +the 339,342 O O +mechanisms 343,353 O O +of 354,356 O O +these 357,362 O O +reactions 363,372 O O +are 373,376 O O +currently 377,386 O O +poorly 387,393 O O +understood 394,404 O O +[ 405,406 O O +30–32 406,411 O O +] 411,412 O O +. 412,413 O O + +The 414,417 O O +theoretically 418,431 O O +predicted 432,441 O O +dissociation 442,454 O O +thresholds 455,465 O O +of 466,468 O O +the 469,472 O O +AcH 473,476 O B-Material +, 476,477 O I-Material +AOH 478,481 O I-Material +and 482,485 O I-Material +BAH 486,489 O I-Material +radicals 490,498 O I-Material +are 499,502 O O +about 503,508 O O +2.7eV 509,514 O O +, 514,515 O O +2.5eV 516,521 O O +and 522,525 O O +3.0eV 526,531 O O +, 531,532 O O +respectively 533,545 O O +( 546,547 O O +see 547,550 O O +Fig 551,554 O O +. 554,555 O O + +4 556,557 O O +) 557,558 O O +, 558,559 O O +while 560,565 O O +the 566,569 O O +predicted 570,579 O O +dissociation 580,592 O O +threshold 593,602 O O +of 603,605 O O +the 606,609 O O +pyridinyl 610,619 O B-Material +radical 620,627 O I-Material +is 628,630 O O +much 631,635 O O +lower 636,641 O O +, 641,642 O O +about 643,648 O O +1.7eV 649,654 O O +[ 655,656 O O +1 656,657 O O +] 657,658 O O +. 658,659 O O + +Pyridinyl 660,669 O B-Material +is 670,672 O O +thus 673,677 O O +a 678,679 O O +significantly 680,693 O O +stronger 694,702 O O +reductant 703,712 O B-Material +than 713,717 O O +acridinyl 718,727 O B-Material +and 728,731 O O +related 732,739 O O +radicals 740,748 O B-Material +. 748,749 O O + +It 750,752 O O +is 753,755 O O +therefore 756,765 O O +not 766,769 O O +expected 770,778 O O +that 779,783 O O +the 784,787 O O +latter 788,794 O O +will 795,799 O O +be 800,802 O O +able 803,807 O O +to 808,810 O O +reduce 811,817 O B-Task +carbon 818,824 O I-Task +dioxide 825,832 O I-Task +in 833,835 O I-Task +dark 836,840 O I-Task +reactions 841,850 O I-Task +. 850,851 O O + + +-DOCSTART- (S0301932213000487) + +As 0,2 O O +already 3,10 O O +discussed 11,20 O O +, 20,21 O O +in 22,24 O O +dilute 25,31 O B-Material +flows 32,37 O I-Material +the 38,41 O O +choice 42,48 O O +between 49,56 O O +the 57,60 O O +hard 61,65 O B-Process +sphere 66,72 O I-Process +and 73,76 O I-Process +soft 77,81 O I-Process +sphere 82,88 O I-Process +models 89,95 O I-Process +largely 96,103 O O +depends 104,111 O O +on 112,114 O O +the 115,118 O O +computational 119,132 O O +time 133,137 O O +spent 138,143 O O +to 144,146 O O +solve 147,152 O B-Task +the 153,156 O I-Task +particle 157,165 O I-Task +equation 166,174 O I-Task +of 175,177 O I-Task +motion 178,184 O I-Task +. 184,185 O O + +For 186,189 O O +very 190,194 O O +dilute 195,201 O B-Material +flows 202,207 O I-Material +, 207,208 O O +the 209,212 O O +hard 213,217 O B-Process +sphere 218,224 O I-Process +model 225,230 O I-Process +is 231,233 O O +the 234,237 O O +most 238,242 O O +natural 243,250 O O +choice 251,257 O O +. 257,258 O O + +However 259,266 O O +, 266,267 O O +when 268,272 O O +the 273,276 O O +collisions 277,287 O O +can 288,291 O O +no 292,294 O O +longer 295,301 O O +be 302,304 O O +assumed 305,312 O O +as 313,315 O O +binary 316,322 O O +and 323,326 O O +instantaneous 327,340 O O +, 340,341 O O +the 342,345 O O +soft 346,350 O B-Process +sphere 351,357 O I-Process +model 358,363 O I-Process +is 364,366 O O +the 367,370 O O +only 371,375 O O +realistic 376,385 O O +option 386,392 O O +. 392,393 O O + +It 394,396 O O +is 397,399 O O +interesting 400,411 O O +to 412,414 O O +know 415,419 O O +whether 420,427 O O +the 428,431 O O +choice 432,438 O O +of 439,441 O O +the 442,445 O O +collision 446,455 O B-Process +model 456,461 O I-Process +affects 462,469 O O +the 470,473 O O +statistics 474,484 O O +. 484,485 O O + +Fig 486,489 O O +. 489,490 O O + +14 491,493 O O +compares 494,502 O O +the 503,506 O O +mean 507,511 O O +velocity 512,520 O O +obtained 521,529 O O +from 530,534 O O +both 535,539 O O +models 540,546 O O +with 547,551 O O +the 552,555 O O +experimental 556,568 O O +data 569,573 O O +. 573,574 O O + +The 575,578 O O +same 579,583 O O +comparison 584,594 O O +is 595,597 O O +performed 598,607 O O +for 608,611 O O +the 612,615 O O +smooth 616,622 O B-Material +walls 623,628 O I-Material +. 628,629 O O + +The 630,633 O O +differences 634,645 O O +between 646,653 O O +the 654,657 O O +hard 658,662 O B-Process +and 663,666 O I-Process +soft 667,671 O I-Process +sphere 672,678 O I-Process +models 679,685 O I-Process +for 686,689 O O +the 690,693 O O +smooth 694,700 O B-Material +walls 701,706 O I-Material +are 707,710 O O +almost 711,717 O O +negligible 718,728 O O +. 728,729 O O + +However 730,737 O O +, 737,738 O O +the 739,742 O O +differences 743,754 O O +between 755,762 O O +the 763,766 O O +hard 767,771 O B-Process +and 772,775 O I-Process +soft 776,780 O I-Process +sphere 781,787 O I-Process +models 788,794 O I-Process +for 795,798 O O +the 799,802 O O +rough 803,808 O B-Material +walls 809,814 O I-Material +are 815,818 O O +minor 819,824 O O +. 824,825 O O + +This 826,830 O O +is 831,833 O O +because 834,841 O O +the 842,845 O O +rough 846,851 O B-Task +wall 852,856 O I-Task +treatment 857,866 O I-Task +in 867,869 O O +the 870,873 O O +soft 874,878 O B-Process +sphere 879,885 O I-Process +implementation 886,900 O I-Process +adds 901,905 O O +extra 906,911 O O +virtual 912,919 O B-Material +walls 920,925 O I-Material +during 926,932 O O +the 933,936 O O +collision 937,946 O O +of 947,949 O O +a 950,951 O O +particle 952,960 O B-Material +with 961,965 O O +a 966,967 O O +wall 968,972 O B-Material +, 972,973 O O +which 974,979 O O +is 980,982 O O +a 983,984 O O +more 985,989 O O +realistic 990,999 O O +representation 1000,1014 O O +of 1015,1017 O O +a 1018,1019 O O +rough 1020,1025 O B-Material +wall 1026,1030 O I-Material +compared 1031,1039 O O +to 1040,1042 O O +the 1043,1046 O O +hard 1047,1051 O B-Task +sphere 1052,1058 O I-Task +rough 1059,1064 O I-Task +wall 1065,1069 O I-Task +treatment 1070,1079 O I-Task +where 1080,1085 O O +one 1086,1089 O O +random 1090,1096 O B-Material +wall 1097,1101 O I-Material +is 1102,1104 O O +considered 1105,1115 O O +. 1115,1116 O O + +This 1117,1121 O O +is 1122,1124 O O +because 1125,1132 O O +, 1132,1133 O O +a 1134,1135 O O +soft 1136,1140 O B-Process +sphere 1141,1147 O I-Process +collision 1148,1157 O I-Process +is 1158,1160 O O +not 1161,1164 O O +instantaneous 1165,1178 O O +and 1179,1182 O O +occurs 1183,1189 O O +over 1190,1194 O O +a 1195,1196 O O +finite 1197,1203 O O +amount 1204,1210 O O +of 1211,1213 O O +time 1214,1218 O O +. 1218,1219 O O + +Similarly 1220,1229 O O +, 1229,1230 O O +the 1231,1234 O O +same 1235,1239 O O +effects 1240,1247 O O +are 1248,1251 O O +observed 1252,1260 O O +on 1261,1263 O O +the 1264,1267 O O +fluid 1268,1273 O B-Material +statistics 1274,1284 O O +. 1284,1285 O O + +However 1286,1293 O O +, 1293,1294 O O +Fig 1295,1298 O O +. 1298,1299 O O + +15 1300,1302 O O +, 1302,1303 O O +which 1304,1309 O O +compares 1310,1318 O O +the 1319,1322 O O +particle 1323,1331 O B-Material +velocity 1332,1340 O O +fluctuations 1341,1353 O O +, 1353,1354 O O +shows 1355,1360 O O +that 1361,1365 O O +the 1366,1369 O O +differences 1370,1381 O O +are 1382,1385 O O +somewhat 1386,1394 O O +larger 1395,1401 O O +. 1401,1402 O O + +Additionally 1403,1415 O O +, 1415,1416 O O +the 1417,1420 O O +differences 1421,1432 O O +in 1433,1435 O O +both 1436,1440 O O +particle 1441,1449 O B-Material +mean 1450,1454 O O +and 1455,1458 O O +RMS 1459,1462 O O +velocity 1463,1471 O O +profiles 1472,1480 O O +are 1481,1484 O O +because 1485,1492 O O +the 1493,1496 O O +hard 1497,1501 O B-Process +sphere 1502,1508 O I-Process +collisions 1509,1519 O I-Process +are 1520,1523 O O +unfortunately 1524,1537 O O +heavily 1538,1545 O O +dependent 1546,1555 O O +on 1556,1558 O O +the 1559,1562 O O +tangential 1563,1573 O O +coefficient 1574,1585 O O +of 1586,1588 O O +restitution 1589,1600 O O +( 1601,1602 O O +ψ 1602,1603 O O +) 1603,1604 O O +; 1604,1605 O O +the 1606,1609 O O +effects 1610,1617 O O +by 1618,1620 O O +varying 1621,1628 O O +this 1629,1633 O O +quantity 1634,1642 O O +are 1643,1646 O O +shown 1647,1652 O O +in 1653,1655 O O +Figs 1656,1660 O O +. 1660,1661 O O + +16 1662,1664 O O +and 1665,1668 O O +17 1669,1671 O O +. 1671,1672 O O + + +-DOCSTART- (S0301932213001985) + +In 0,2 O O +the 3,6 O O +current 7,14 O O +CLSVOF 15,21 O B-Process +method 22,28 O I-Process +, 28,29 O O +the 30,33 O O +normal 34,40 O O +vector 41,47 O O +is 48,50 O O +calculated 51,61 O O +directly 62,70 O O +by 71,73 O O +discretising 74,86 O O +the 87,90 O O +LS 91,93 O B-Process +gradient 94,102 O O +using 103,108 O O +a 109,110 O O +finite 111,117 O B-Process +difference 118,128 O I-Process +scheme 129,135 O I-Process +. 135,136 O O + +By 137,139 O O +appropriately 140,153 O O +choosing 154,162 O O +one 163,166 O O +of 167,169 O O +three 170,175 O O +finite 176,182 O B-Process +difference 183,193 O I-Process +schemes 194,201 O I-Process +( 202,203 O O +central 203,210 O B-Process +, 210,211 O I-Process +forward 212,219 O I-Process +, 219,220 O I-Process +or 221,223 O I-Process +backward 224,232 O I-Process +differencing 233,245 O I-Process +) 245,246 O O +, 246,247 O O +it 248,250 O O +has 251,254 O O +been 255,259 O O +demonstrated 260,272 O O +that 273,277 O O +thin 278,282 O B-Material +liquid 283,289 O I-Material +ligaments 290,299 O I-Material +can 300,303 O O +be 304,306 O O +well 307,311 O O +resolved 312,320 O O +see 321,324 O O +Xiao 325,329 O O +( 330,331 O O +2012 331,335 O O +) 335,336 O O +. 336,337 O O + +Although 338,346 O O +a 347,348 O O +high 349,353 O B-Process +order 354,359 O I-Process +discretisation 360,374 O I-Process +scheme 375,381 O I-Process +( 382,383 O O +e.g. 383,387 O O +5th 388,391 O B-Process +order 392,397 O I-Process +WENO 398,402 O I-Process +) 402,403 O O +has 404,407 O O +been 408,412 O O +found 413,418 O O +necessary 419,428 O O +for 429,432 O O +LS 433,435 O B-Process +evolution 436,445 O O +in 446,448 O O +pure 449,453 O O +LS 454,456 O B-Process +methods 457,464 O I-Process +to 465,467 O O +reduce 468,474 O B-Task +mass 475,479 O I-Task +error 480,485 O I-Task +, 485,486 O O +low 487,490 O B-Process +order 491,496 O I-Process +LS 497,499 O I-Process +discretisation 500,514 O I-Process +schemes 515,522 O I-Process +( 523,524 O O +2nd 524,527 O O +order 528,533 O O +is 534,536 O O +used 537,541 O O +here 542,546 O O +) 546,547 O O +can 548,551 O O +produce 552,559 O O +accurate 560,568 O O +results 569,576 O O +when 577,581 O O +the 582,585 O O +LS 586,588 O B-Process +equation 589,597 O O +is 598,600 O O +solved 601,607 O O +and 608,611 O O +constrained 612,623 O O +as 624,626 O O +indicated 627,636 O O +above 637,642 O O +in 643,645 O O +a 646,647 O O +CLSVOF 648,654 O B-Process +method 655,661 O I-Process +( 662,663 O O +see 663,666 O O +Xiao 667,671 O O +, 671,672 O O +2012 673,677 O O +) 677,678 O O +, 678,679 O O +since 680,685 O O +the 686,689 O O +VOF 690,693 O B-Process +method 694,700 O I-Process +maintains 701,710 O O +2nd 711,714 O O +order 715,720 O O +accuracy 721,729 O O +. 729,730 O O + +This 731,735 O O +is 736,738 O O +a 739,740 O O +further 741,748 O O +reason 749,755 O O +to 756,758 O O +adopt 759,764 O O +the 765,768 O O +CLSVOF 769,775 O B-Process +method 776,782 O I-Process +, 782,783 O O +which 784,789 O O +has 790,793 O O +been 794,798 O O +used 799,803 O O +for 804,807 O O +all 808,811 O O +the 812,815 O O +following 816,825 O O +simulations 826,837 O B-Task +of 838,840 O I-Task +liquid 841,847 O I-Task +jet 848,851 O I-Task +primary 852,859 O I-Task +breakup 860,867 O I-Task +. 867,868 O O + + +-DOCSTART- (S0301932214001931) + +The 0,3 O O +aim 4,7 O O +of 8,10 O O +this 11,15 O O +paper 16,21 O O +is 22,24 O O +to 25,27 O O +investigate 28,39 O B-Task +the 40,43 O I-Task +influence 44,53 O I-Task +of 54,56 O I-Task +the 57,60 O I-Task +particle 61,69 O I-Task +shape 70,75 O I-Task +on 76,78 O I-Task +interacting 79,90 O I-Task +particles 91,100 O I-Task +flowing 101,108 O I-Task +in 109,111 O I-Task +a 112,113 O I-Task +horizontal 114,124 O I-Task +turbulent 125,134 O I-Task +channel 135,142 O I-Task +flow 143,147 O I-Task +, 147,148 O O +for 149,152 O O +particles 153,162 O B-Material +with 163,167 O O +a 168,169 O O +significant 170,181 O O +Stokes 182,188 O O +number 189,195 O O +. 195,196 O O + +To 197,199 O O +achieve 200,207 O O +this 208,212 O O +, 212,213 O O +large 214,219 O B-Process +eddy 220,224 O I-Process +simulations 225,236 O I-Process +( 237,238 O O +LES 238,241 O B-Process +) 241,242 O O +of 243,245 O O +a 246,247 O O +horizontal 248,258 O B-Process +turbulent 259,268 O I-Process +channel 269,276 O I-Process +flow 277,281 O I-Process +laden 282,287 O O +with 288,292 O O +five 293,297 O O +different 298,307 O O +particle 308,316 O B-Material +shapes 317,323 O O +, 323,324 O O +incorporating 325,338 O O +the 339,342 O O +drag 343,347 O B-Process +, 347,348 O I-Process +lift 349,353 O I-Process +and 354,357 O I-Process +toque 358,363 O I-Process +model 364,369 O I-Process +derived 370,377 O O +in 378,380 O O +Zastawny 381,389 O O +et 390,392 O O +al 393,395 O O +. 395,396 O O + +( 397,398 O O +2012 398,402 O O +) 402,403 O O +, 403,404 O O +are 405,408 O O +performed 409,418 O O +. 418,419 O O + +The 420,423 O O +well 424,428 O O +- 428,429 O O +documented 429,439 O O +horizontal 440,450 O B-Process +channel 451,458 O I-Process +flow 459,463 O I-Process +case 464,468 O O +described 469,478 O O +in 479,481 O O +Kussin 482,488 O O +and 489,492 O O +Sommerfeld 493,503 O O +( 504,505 O O +2002 505,509 O O +) 509,510 O O +, 510,511 O O +who 512,515 O O +study 516,521 O O +spherical 522,531 O B-Material +particles 532,541 O I-Material +, 541,542 O O +is 543,545 O O +used 546,550 O O +as 551,553 O O +a 554,555 O O +reference 556,565 O O +case 566,570 O O +. 570,571 O O + +The 572,575 O O +measurements 576,588 O O +in 589,591 O O +their 592,597 O O +work 598,602 O O +was 603,606 O O +done 607,611 O O +with 612,616 O O +phase 617,622 O B-Process +Doppler 623,630 O I-Process +anemometry 631,641 O I-Process +( 642,643 O O +PDA 643,646 O B-Process +) 646,647 O O +, 647,648 O O +to 649,651 O O +measure 652,659 O O +the 660,663 O O +fluid 664,669 O B-Material +and 670,673 O O +particle 674,682 O B-Material +velocity 683,691 O O +simultaneously 692,706 O O +. 706,707 O O + +The 708,711 O O +numerical 712,721 O B-Process +framework 722,731 O I-Process +applied 732,739 O O +in 740,742 O O +this 743,747 O O +paper 748,753 O O +has 754,757 O O +been 758,762 O O +previously 763,773 O O +validated 774,783 O O +for 784,787 O O +spherical 788,797 O B-Material +particles 798,807 O I-Material +in 808,810 O O +Mallouppas 811,821 O O +and 822,825 O O +van 826,829 O O +Wachem 830,836 O O +( 837,838 O O +2013 838,842 O O +) 842,843 O O +. 843,844 O O + +In 845,847 O O +that 848,852 O O +paper 853,858 O O +, 858,859 O O +it 860,862 O O +is 863,865 O O +shown 866,871 O O +that 872,876 O O +the 877,880 O O +comprehensive 881,894 O B-Process +discrete 895,903 O I-Process +element 904,911 O I-Process +model 912,917 O I-Process +( 918,919 O O +DEM 919,922 O B-Process +) 922,923 O O +is 924,926 O O +more 927,931 O O +accurate 932,940 O O +in 941,943 O O +determining 944,955 O B-Task +the 956,959 O I-Task +behaviour 960,969 O I-Task +of 970,972 O I-Task +the 973,976 O I-Task +particles 977,986 O I-Task +in 987,989 O I-Task +this 990,994 O I-Task +horizontal 995,1005 O I-Task +gas 1006,1009 O I-Task +– 1009,1010 O I-Task +solid 1010,1015 O I-Task +channel 1016,1023 O I-Task +flow 1024,1028 O I-Task +that 1029,1033 O O +the 1034,1037 O O +hard 1038,1042 O B-Process +- 1042,1043 O I-Process +sphere 1043,1049 O I-Process +model 1050,1055 O I-Process +. 1055,1056 O O + +Moreover 1057,1065 O O +, 1065,1066 O O +this 1067,1071 O O +paper 1072,1077 O O +showed 1078,1084 O O +that 1085,1089 O O +the 1090,1093 O O +fluid 1094,1099 O B-Material +mechanics 1100,1109 O O +are 1110,1113 O O +accurately 1114,1124 O O +modelled 1125,1133 O O +using 1134,1139 O O +the 1140,1143 O O +LES 1144,1147 O B-Process +framework 1148,1157 O I-Process +. 1157,1158 O O + +In 1159,1161 O O +the 1162,1165 O O +current 1166,1173 O O +paper 1174,1179 O O +, 1179,1180 O O +this 1181,1185 O O +framework 1186,1195 O O +is 1196,1198 O O +extended 1199,1207 O O +to 1208,1210 O O +account 1211,1218 O O +for 1219,1222 O O +non 1223,1226 O B-Material +- 1226,1227 O I-Material +spherical 1227,1236 O I-Material +particles 1237,1246 O I-Material +. 1246,1247 O O + + +-DOCSTART- (S0378381215300297) + +The 0,3 O O +Statistical 4,15 O B-Process +Associating 16,27 O I-Process +Fluid 28,33 O I-Process +Theory 34,40 O I-Process +( 41,42 O O +SAFT 42,46 O B-Process +) 46,47 O O +is 48,50 O O +a 51,52 O O +well 53,57 O O +- 57,58 O O +developed 58,67 O O +perturbation 68,80 O B-Process +theory 81,87 O I-Process +used 88,92 O O +to 93,95 O O +describe 96,104 O O +quantitatively 105,119 O O +the 120,123 O O +volumetric 124,134 O O +properties 135,145 O O +of 146,148 O O +fluids 149,155 O B-Material +. 155,156 O O + +The 157,160 O O +reader 161,167 O O +is 168,170 O O +referred 171,179 O O +to 180,182 O O +several 183,190 O O +reviews 191,198 O O +on 199,201 O O +the 202,205 O O +topic 206,211 O O +which 212,217 O O +describe 218,226 O O +the 227,230 O O +various 231,238 O O +stages 239,245 O O +of 246,248 O O +its 249,252 O O +development 253,264 O O +and 265,268 O O +the 269,272 O O +multiple 273,281 O O +versions 282,290 O O +available 291,300 O O +[ 301,302 O O +50–53 302,307 O O +] 307,308 O O +. 308,309 O O + +The 310,313 O O +fundamental 314,325 O O +difference 326,336 O O +between 337,344 O O +the 345,348 O O +versions 349,357 O O +is 358,360 O O +in 361,363 O O +the 364,367 O O +underlying 368,378 O O +intermolecular 379,393 O B-Process +potential 394,403 O I-Process +employed 404,412 O O +to 413,415 O O +describe 416,424 O O +the 425,428 O O +unbounded 429,438 O B-Material +constituent 439,450 O I-Material +particles 451,460 O I-Material +. 460,461 O O + +Hard 462,466 O B-Material +spheres 467,474 O I-Material +, 474,475 O O +square 476,482 O B-Material +well 483,487 O I-Material +fluids 488,494 O I-Material +, 494,495 O O +LJ 496,498 O B-Material +fluids 499,505 O I-Material +, 505,506 O O +argon 507,512 O B-Material +, 512,513 O O +alkanes 514,521 O B-Material +have 522,526 O O +all 527,530 O O +been 531,535 O O +employed 536,544 O O +as 545,547 O O +reference 548,557 O B-Material +fluids 558,564 O I-Material +in 565,567 O O +the 568,571 O O +different 572,581 O O +incarnations 582,594 O O +of 595,597 O O +SAFT 598,602 O B-Process +. 602,603 O O + +For 604,607 O O +the 608,611 O O +purpose 612,619 O O +of 620,622 O O +this 623,627 O O +work 628,632 O O +we 633,635 O O +will 636,640 O O +center 641,647 O O +on 648,650 O O +a 651,652 O O +particular 653,663 O O +version 664,671 O O +of 672,674 O O +the 675,678 O O +SAFT 679,683 O B-Process +EoS 684,687 O I-Process +, 687,688 O O +i.e. 689,693 O O +the 694,697 O O +SAFT 698,702 O B-Process +- 702,703 O I-Process +VR 703,705 O I-Process +Mie 706,709 O I-Process +recently 710,718 O O +proposed 719,727 O O +by 728,730 O O +Laffitte 731,739 O O +et 740,742 O O +al 743,745 O O +. 745,746 O O + +[ 747,748 O O +54 748,750 O O +] 750,751 O O +and 752,755 O O +expanded 756,764 O O +into 765,769 O O +a 770,771 O O +group 772,777 O B-Process +contribution 778,790 O I-Process +approach 791,799 O I-Process +, 799,800 O O +SAFT-γ 801,807 O B-Process +, 807,808 O O +by 809,811 O O +Papaioannou 812,823 O O +et 824,826 O O +al 827,829 O O +. 829,830 O O + +[ 831,832 O O +55 832,834 O O +] 834,835 O O +. 835,836 O O + +This 837,841 O O +particular 842,852 O O +version 853,860 O O +of 861,863 O O +SAFT 864,868 O B-Process +provides 869,877 O O +a 878,879 O O +closed 880,886 O B-Process +form 887,891 O I-Process +EoS 892,895 O I-Process +that 896,900 O O +describes 901,910 O O +the 911,914 O O +macroscopical 915,928 O O +properties 929,939 O O +of 940,942 O O +the 943,946 O O +Mie 947,950 O B-Process +potential 951,960 O I-Process +[ 961,962 O O +56 962,964 O O +] 964,965 O O +, 965,966 O O +also 967,971 O O +known 972,977 O O +as 978,980 O O +the 981,984 O O +( 985,986 O B-Process +m 986,987 O I-Process +, 987,988 O I-Process +n 988,989 O I-Process +) 989,990 O I-Process +potential 991,1000 O I-Process +; 1000,1001 O O +a 1002,1003 O O +generalized 1004,1015 O O +form 1016,1020 O O +of 1021,1023 O O +the 1024,1027 O O +LJ 1028,1030 O B-Process +potential 1031,1040 O I-Process +( 1041,1042 O O +albeit 1042,1048 O O +predating 1049,1058 O O +it 1059,1061 O O +by 1062,1064 O O +decades 1065,1072 O O +) 1072,1073 O O +. 1073,1074 O O + +The 1075,1078 O O +Mie 1079,1082 O B-Process +potential 1083,1092 O I-Process +has 1093,1096 O O +the 1097,1100 O O +form(1)ϕ(r)=Cεσrλr−σrλawhere 1101,1129 O O +C 1130,1131 O O +is 1132,1134 O O +an 1135,1137 O O +analytical 1138,1148 O O +function 1149,1157 O O +of 1158,1160 O O +the 1161,1164 O O +repulsive 1165,1174 O O +and 1175,1178 O O +attractive 1179,1189 O O +exponents 1190,1199 O O +, 1199,1200 O O +λa 1201,1203 O O +and 1204,1207 O O +λr 1208,1210 O O +, 1210,1211 O O +respectively 1212,1224 O O +, 1224,1225 O O +σ 1226,1227 O O +is 1228,1230 O O +a 1231,1232 O O +parameter 1233,1242 O O +that 1243,1247 O O +defines 1248,1255 O O +the 1256,1259 O O +length 1260,1266 O O +scale 1267,1272 O O +and 1273,1276 O O +is 1277,1279 O O +loosely 1280,1287 O O +related 1288,1295 O O +to 1296,1298 O O +the 1299,1302 O O +average 1303,1310 O O +diameter 1311,1319 O O +of 1320,1322 O O +a 1323,1324 O O +Mie 1325,1328 O O +bead 1329,1333 O B-Material +; 1333,1334 O O +ɛ 1335,1336 O O +defines 1337,1344 O O +the 1345,1348 O O +energy 1349,1355 O O +scale 1356,1361 O O +and 1362,1365 O O +corresponds 1366,1377 O O +to 1378,1380 O O +the 1381,1384 O O +minimum 1385,1392 O O +potential 1393,1402 O O +energy 1403,1409 O O +between 1410,1417 O O +two 1418,1421 O O +isolated 1422,1430 O O +beads 1431,1436 O B-Material +; 1436,1437 O O +expressed 1438,1447 O O +here 1448,1452 O O +as 1453,1455 O O +a 1456,1457 O O +ratio 1458,1463 O O +to 1464,1466 O O +the 1467,1470 O O +Boltzmann 1471,1480 O O +constant 1481,1489 O O +, 1489,1490 O O +kB. 1491,1494 O O +The 1495,1498 O O +Mie 1499,1502 O O +function 1503,1511 O O +, 1511,1512 O O +as 1513,1515 O O +written 1516,1523 O O +above 1524,1529 O O +, 1529,1530 O O +deceivingly 1531,1542 O O +suggests 1543,1551 O O +that 1552,1556 O O +four 1557,1561 O O +parameters 1562,1572 O O +are 1573,1576 O O +needed 1577,1583 O O +to 1584,1586 O O +characterize 1587,1599 O O +the 1600,1603 O O +behaviour 1604,1613 O O +of 1614,1616 O O +an 1617,1619 O O +isotropic 1620,1629 O B-Material +molecule 1630,1638 O I-Material +, 1638,1639 O O +however 1640,1647 O O +the 1648,1651 O O +exponents 1652,1661 O O +λa 1662,1664 O O +and 1665,1668 O O +λr 1669,1671 O O +are 1672,1675 O O +intimately 1676,1686 O O +related 1687,1694 O O +, 1694,1695 O O +and 1696,1699 O O +for 1700,1703 O O +fluid 1704,1709 O B-Material +phase 1710,1715 O O +equilibria 1716,1726 O O +, 1726,1727 O O +one 1728,1731 O O +needs 1732,1737 O O +not 1738,1741 O O +consider 1742,1750 O O +them 1751,1755 O O +as 1756,1758 O O +independent 1759,1770 O O +parameters 1771,1781 O O +[ 1782,1783 O O +57 1783,1785 O O +] 1785,1786 O O +. 1786,1787 O O + +Accordingly 1788,1799 O O +, 1799,1800 O O +we 1801,1803 O O +choose 1804,1810 O O +herein 1811,1817 O O +to 1818,1820 O O +fix 1821,1824 O O +the 1825,1828 O O +attractive 1829,1839 O O +exponent 1840,1848 O O +to 1849,1851 O O +λa=6 1852,1856 O O +which 1857,1862 O O +would 1863,1868 O O +be 1869,1871 O O +expected 1872,1880 O O +to 1881,1883 O O +be 1884,1886 O O +representative 1887,1901 O O +of 1902,1904 O O +the 1905,1908 O O +dispersion 1909,1919 O O +scaling 1920,1927 O O +of 1928,1930 O O +most 1931,1935 O O +simple 1936,1942 O B-Material +fluids 1943,1949 O I-Material +and 1950,1953 O O +refer 1954,1959 O O +from 1960,1964 O O +here 1965,1969 O O +on 1970,1972 O O +to 1973,1975 O O +the 1976,1979 O O +repulsive 1980,1989 O O +parameter 1990,1999 O O +as 2000,2002 O O +λ=λr 2003,2007 O O +. 2007,2008 O O + +The 2009,2012 O O +potential 2013,2022 O O +simplifies 2023,2033 O O +to(2)ϕ(r)=λλ−6λ66/(λ−6)εσrλ−σr6 2034,2065 O O + + +-DOCSTART- (S1359028614000989) + +The 0,3 O O +data 4,8 O B-Process +acquisition 9,20 O I-Process +strategies 21,31 O I-Process +must 32,36 O O +balance 37,44 O O +the 45,48 O O +relevant 49,57 O O +scales 58,64 O O +and 65,68 O O +volumes 69,76 O O +of 77,79 O O +the 80,83 O O +datasets 84,92 O O +to 93,95 O O +be 96,98 O O +used 99,103 O O +in 104,106 O O +the 107,110 O O +physical 111,119 O B-Task +and 120,123 O I-Task +statistical 124,135 O I-Task +modeling 136,144 O I-Task +. 144,145 O O + +Approaches 146,156 O O +for 157,160 O O +extraction 161,171 O B-Task +of 172,174 O I-Task +the 175,178 O I-Task +necessary 179,188 O I-Task +information 189,200 O I-Task +must 201,205 O O +be 206,208 O O +able 209,213 O O +to 214,216 O O +disregard 217,226 O O +spurious 227,235 O O +information 236,247 O O +, 247,248 O O +so 249,251 O O +as 252,254 O O +to 255,257 O O +develop 258,265 O O +a 266,267 O O +working 268,275 O O +network 276,283 O B-Process +of 284,286 O I-Process +models 287,293 O I-Process +for 294,297 O O +each 298,302 O O +active 303,309 O O +mechanism 310,319 O O +related 320,327 O O +to 328,330 O O +each 331,335 O O +degradation 336,347 O O +pathway 348,355 O O +on 356,358 O O +the 359,362 O O +mesoscopic 363,373 O O +physical 374,382 O O +level 383,388 O O +and 389,392 O O +the 393,396 O O +data 397,401 O O +- 401,402 O O +driven 402,408 O O +statistical 409,420 O B-Process +model 421,426 O I-Process +level 427,432 O O +. 432,433 O O + +To 434,436 O O +capture 437,444 O B-Task +the 445,448 O I-Task +temporal 449,457 O I-Task +evolution 458,467 O I-Task +of 468,470 O O +the 471,474 O O +energy 475,481 O B-Material +material 482,490 O I-Material +over 491,495 O O +long 496,500 O O +time 501,505 O O +frames 506,512 O O +, 512,513 O O +appropriate 514,525 O B-Process +informatics 526,537 O I-Process +methods 538,545 O I-Process +are 546,549 O O +needed 550,556 O O +to 557,559 O O +balance 560,567 O O +data 568,572 O O +volume 573,579 O O +( 580,581 O O +e.g. 581,585 O O +, 585,586 O O +simple 587,593 O O +univariate 594,604 O B-Material +time 605,609 O I-Material +- 609,610 O I-Material +series 610,616 O I-Material +data 617,621 O I-Material +streams 622,629 O I-Material +with 630,634 O O +high 635,639 O B-Material +- 639,640 O I-Material +dimensional 640,651 O I-Material +volumetric 652,662 O I-Material +imaging 663,670 O I-Material +datasets 671,679 O I-Material +) 679,680 O O +while 681,686 O O +considering 687,698 O O +their 699,704 O O +respective 705,715 O O +information 716,727 O O +contents 728,736 O O +[ 737,738 O O +68,69 738,743 O O +] 743,744 O O +. 744,745 O O + +The 746,749 O O +raw 750,753 O O +data 754,758 O O +and 759,762 O O +extracted 763,772 O O +information 773,784 O O +must 785,789 O O +be 790,792 O O +accessible 793,803 O O +for 804,807 O O +query 808,813 O B-Task +and 814,817 O O +modeling 818,826 O B-Task +. 826,827 O O + +Similarly 828,837 O O +, 837,838 O O +the 839,842 O O +modeling 843,851 O B-Process +approaches 852,862 O I-Process +used 863,867 O O +to 868,870 O O +understand 871,881 O O +and 882,885 O O +parameterize 886,898 O O +active 899,905 O O +mechanisms 906,916 O O +and 917,920 O O +phenomena 921,930 O O +over 931,935 O O +lifetime 936,944 O O +fall 945,949 O O +into 950,954 O O +the 955,958 O O +broad 959,964 O O +categories 965,975 O O +of 976,978 O O +micro- 979,985 O B-Process +, 985,986 O I-Process +meso- 987,992 O I-Process +and 993,996 O I-Process +macroscopic 997,1008 O I-Process +approaches 1009,1019 O I-Process +. 1019,1020 O O + +Laboratory 1021,1031 O B-Task +and 1032,1035 O I-Task +real 1036,1040 O I-Task +- 1040,1041 O I-Task +world 1041,1046 O I-Task +experimentation 1047,1062 O I-Task +, 1062,1063 O O +informatics 1064,1075 O B-Task +, 1075,1076 O O +analytics 1077,1086 O B-Task +, 1086,1087 O O +and 1088,1091 O O +the 1092,1095 O O +development 1096,1107 O B-Task +of 1108,1110 O I-Task +network 1111,1118 O I-Task +models 1119,1125 O I-Task +for 1126,1129 O O +mesoscopic 1130,1140 O O +evolution 1141,1150 O O +of 1151,1153 O O +energy 1154,1160 O B-Material +materials 1161,1170 O I-Material +over 1171,1175 O O +lifetime 1176,1184 O O +together 1185,1193 O O +constitute 1194,1204 O O +the 1205,1208 O O +field 1209,1214 O O +of 1215,1217 O O +degradation 1218,1229 O B-Task +science 1230,1237 O I-Task +. 1237,1238 O O + + +-DOCSTART- (S1877750315000575) + +There 0,5 O O +are 6,9 O O +some 10,14 O O +relevant 15,23 O O +studies 24,31 O O +on 32,34 O O +information 35,46 O B-Task +dissemination 47,60 O I-Task +in 61,63 O I-Task +transportation 64,78 O I-Task +systems 79,86 O I-Task +using 87,92 O O +simulations 93,104 O B-Process +. 104,105 O O + +One 106,109 O O +category 110,118 O O +of 119,121 O O +studies 122,129 O O +look 130,134 O O +at 135,137 O O +how 138,141 O O +either 142,148 O O +local 149,154 O O +information 155,166 O O +( 167,168 O O +only 168,172 O O +about 173,178 O O +the 179,182 O O +neighbours 183,193 O O +) 193,194 O O +or 195,197 O O +global 198,204 O O +information 205,216 O O +( 217,218 O O +about 218,223 O O +the 224,227 O O +entire 228,234 O O +network 235,242 O O +) 242,243 O O +affects 244,251 O O +the 252,255 O O +global 256,262 O O +network 263,270 O O +performance 271,282 O O +. 282,283 O O + +Our 284,287 O O +approach 288,296 O O +is 297,299 O O +different 300,309 O O +in 310,312 O O +the 313,316 O O +sense 317,322 O O +that 323,327 O O +we 328,330 O O +investigate 331,342 O B-Process +the 343,346 O I-Process +impact 347,353 O I-Process +of 354,356 O I-Process +information 357,368 O I-Process +on 369,371 O I-Process +the 372,375 O I-Process +global 376,382 O I-Process +network 383,390 O I-Process +performance 391,402 O I-Process +depending 403,412 O O +on 413,415 O O +the 416,419 O O +fraction 420,428 O O +of 429,431 O O +people 432,438 O O +that 439,443 O O +receive 444,451 O O +information 452,463 O O +. 463,464 O O + +We 465,467 O O +analyse 468,475 O B-Task +what 476,480 O I-Task +is 481,483 O I-Task +the 484,487 O I-Task +effect 488,494 O I-Task +of 495,497 O I-Task +real 498,502 O I-Task +time 503,507 O I-Task +information 508,519 O I-Task +dissemination 520,533 O I-Task +and 534,537 O O +explain 538,545 O O +why 546,549 O O +this 550,554 O O +effect 555,561 O O +appears 562,569 O O +. 569,570 O O + +Information 571,582 O O +is 583,585 O O +disseminated 586,598 O O +in 599,601 O O +real 602,606 O O +time 607,611 O O +and 612,615 O O +contains 616,624 O O +global 625,631 O O +details 632,639 O O +about 640,645 O O +how 646,649 O O +congested 650,659 O O +the 660,663 O O +roads 664,669 O O +are 670,673 O O +. 673,674 O O + +This 675,679 O O +approach 680,688 O O +is 689,691 O O +important 692,701 O O +as 702,704 O O +it 705,707 O O +gives 708,713 O O +insights 714,722 O O +on 723,725 O O +the 726,729 O O +impact 730,736 O O +that 737,741 O O +massive 742,749 O B-Process +use 750,753 O I-Process +of 754,756 O I-Process +real 757,761 O I-Process +- 761,762 O I-Process +time 762,766 O I-Process +information 767,778 O I-Process +can 779,782 O O +have 783,787 O O +on 788,790 O O +traffic 791,798 O O +. 798,799 O O + +This 800,804 O O +can 805,808 O O +be 809,811 O O +useful 812,818 O O +for 819,822 O O +building 823,831 O B-Task +more 832,836 O I-Task +intelligent 837,848 O I-Task +traffic 849,856 O I-Task +control 857,864 O I-Task +mechanisms 865,875 O I-Task +where 876,881 O O +information 882,893 O O +is 894,896 O O +a 897,898 O O +steering 899,907 O O +tool 908,912 O O +. 912,913 O O + + +-DOCSTART- (S1877750315300119) + +Generalized 0,11 O B-Process +polynomial 12,22 O I-Process +chaos 23,28 O I-Process +expansions 29,39 O I-Process +. 39,40 O O + +One 41,44 O O +approach 45,53 O O +to 54,56 O O +model 57,62 O B-Task +densities 63,72 O I-Task +with 73,77 O O +stochastically 78,92 O O +dependent 93,102 O O +components 103,113 O O +numerically 114,125 O O +, 125,126 O O +is 127,129 O O +to 130,132 O O +reformulate 133,144 O O +the 145,148 O O +uncertainty 149,160 O B-Task +problem 161,168 O I-Task +as 169,171 O O +a 172,173 O O +set 174,177 O O +of 178,180 O O +independent 181,192 O O +components 193,203 O O +through 204,211 O O +generalised 212,223 O B-Process +polynomial 224,234 O I-Process +chaos 235,240 O I-Process +expansion 241,250 O I-Process +[ 251,252 O O +34 252,254 O O +] 254,255 O O +. 255,256 O O + +As 257,259 O O +described 260,269 O O +in 270,272 O O +detail 273,279 O O +in 280,282 O O +Section 283,290 O O +3.1 291,294 O O +, 294,295 O O +a 296,297 O O +Rosenblatt 298,308 O B-Process +transformation 309,323 O I-Process +allows 324,330 O O +for 331,334 O O +the 335,338 O O +mapping 339,346 O O +between 347,354 O O +any 355,358 O O +domain 359,365 O O +and 366,369 O O +the 370,373 O O +unit 374,378 O O +hypercube 379,388 O O +[ 389,390 O O +0 390,391 O O +, 391,392 O O +1]D. 393,397 O O + +With 398,402 O O +a 403,404 O O +double 405,411 O O +transformation 412,426 O O +we 427,429 O O +can 430,433 O O +reformulate 434,445 O O +the 446,449 O O +response 450,458 O O +function 459,467 O O +f 468,469 O O +asf(x 470,475 O O +, 475,476 O O +t 476,477 O O +, 477,478 O O +Q)=f(x 478,484 O O +, 484,485 O O +t 485,486 O O +, 486,487 O O +TQ−1(TR(R)))≈fˆ(x 487,504 O O +, 504,505 O O +t 505,506 O O +, 506,507 O O +R)=∑n∈INcn(x 507,519 O O +, 519,520 O O + +t)Φn(R),where 520,533 O O +R 534,535 O O +is 536,538 O O +any 539,542 O O +random 543,549 O O +variable 550,558 O O +drawn 559,564 O O +from 565,569 O O +pR 570,572 O O +, 572,573 O O +which 574,579 O O +for 580,583 O O +simplicity 584,594 O O +is 595,597 O O +chosen 598,604 O O +to 605,607 O O +consists 608,616 O O +of 617,619 O O +independent 620,631 O O +components 632,642 O O +. 642,643 O O + +Also 644,648 O O +, 648,649 O O +{ 650,651 O O +Φn}n∈IN 651,658 O O +is 659,661 O O +constructed 662,673 O O +to 674,676 O O +be 677,679 O O +orthogonal 680,690 O O +with 691,695 O O +respect 696,703 O O +to 704,706 O O +LR 707,709 O O +, 709,710 O O +not 711,714 O O +LQ 715,717 O O +. 717,718 O O + +In 719,721 O O +any 722,725 O O +case 726,730 O O +, 730,731 O O +R 732,733 O O +is 734,736 O O +either 737,743 O O +selected 744,752 O O +from 753,757 O O +the 758,761 O O +Askey 762,767 O B-Process +- 767,768 O I-Process +Wilson 768,774 O I-Process +scheme 775,781 O I-Process +, 781,782 O O +or 783,785 O O +calculated 786,796 O O +using 797,802 O O +the 803,806 O O +discretized 807,818 O B-Process +Stieltjes 819,828 O I-Process +procedure 829,838 O I-Process +. 838,839 O O + +We 840,842 O O +remark 843,849 O O +that 850,854 O O +the 855,858 O O +accuracy 859,867 O O +of 868,870 O O +the 871,874 O O +approximation 875,888 O O +deteriorate 889,900 O O +if 901,903 O O +the 904,907 O O +transformation 908,922 O O +composition 923,934 O O +TQ−1∘TR 935,942 O O +is 943,945 O O +not 946,949 O O +smooth 950,956 O O +[ 957,958 O O +34 958,960 O O +] 960,961 O O +. 961,962 O O + +Dakota 963,969 O O +, 969,970 O O +Turns 971,976 O O +, 976,977 O O +and 978,981 O O +Chaospy 982,989 O O +all 990,993 O O +support 994,1001 O O +generalized 1002,1013 O B-Process +polynomial 1014,1024 O I-Process +chaos 1025,1030 O I-Process +expansions 1031,1041 O I-Process +for 1042,1045 O O +independent 1046,1057 O O +stochastic 1058,1068 O O +variables 1069,1078 O O +and 1079,1082 O O +the 1083,1086 O O +Normal 1087,1093 O O +/ 1093,1094 O O +Nataf 1094,1099 O O +copula 1100,1106 O O +listed 1107,1113 O O +in 1114,1116 O O +Table 1117,1122 O O +2 1123,1124 O O +. 1124,1125 O O + +Since 1126,1131 O O +Chaospy 1132,1139 O O +has 1140,1143 O O +the 1144,1147 O O +Rosenblatt 1148,1158 O B-Process +transformation 1159,1173 O I-Process +underlying 1174,1184 O O +the 1185,1188 O O +computational 1189,1202 O B-Material +framework 1203,1212 O I-Material +, 1212,1213 O O +generalized 1214,1225 O B-Process +polynomial 1226,1236 O I-Process +chaos 1237,1242 O I-Process +expansions 1243,1253 O I-Process +are 1254,1257 O O +in 1258,1260 O O +fact 1261,1265 O O +available 1266,1275 O O +for 1276,1279 O O +all 1280,1283 O O +densities 1284,1293 O O +. 1293,1294 O O + + +-DOCSTART- (S2352179115300041) + +The 0,3 O O +main 4,8 O O +drawback 9,17 O O +of 18,20 O O +thermo 21,27 O B-Process +- 27,28 O I-Process +oxidation 28,37 O I-Process +in 38,40 O O +most 41,45 O O +actual 46,52 O O +devices 53,60 O O +and 61,64 O O +ITER 65,69 O B-Material +is 70,72 O O +its 73,76 O O +limitation 77,87 O O +to 88,90 O O +maintenance 91,102 O O +periods 103,110 O O +, 110,111 O O +when 112,116 O O +the 117,120 O O +vessel 121,127 O B-Material +walls 128,133 O O +can 134,137 O O +be 138,140 O O +heated 141,147 O O +up 148,150 O O +around 151,157 O O +300–400 158,165 O O +° 166,167 O O +C 167,168 O O +by 169,171 O O +hot 172,175 O O +helium 176,182 O B-Material +injection 183,192 O O +through 193,200 O O +the 201,204 O O +cooling 205,212 O B-Material +system 213,219 O I-Material +[ 220,221 O O +19,20 221,226 O O +] 226,227 O O +, 227,228 O O +and 229,232 O O +also 233,237 O O +because 238,245 O O +of 246,248 O O +the 249,252 O O +required 253,261 O O +reconditioning 262,276 O B-Task +of 277,279 O O +the 280,283 O O +walls 284,289 O O +before 290,296 O O +plasma 297,303 O B-Task +operation 304,313 O I-Task +to 314,316 O O +remove 317,323 O O +the 324,327 O O +absorbed 328,336 O O +oxygen 337,343 O B-Material +[ 344,345 O O +10 345,347 O O +] 347,348 O O +. 348,349 O O + +However 350,357 O O +, 357,358 O O +the 359,362 O O +temperature 363,374 O O +achieved 375,383 O O +is 384,386 O O +not 387,390 O O +homogeneous 391,402 O O +over 403,407 O O +the 408,411 O O +vessel 412,418 O B-Material +, 418,419 O O +as 420,422 O O +it 423,425 O O +is 426,428 O O +limited 429,436 O O +to 437,439 O O +the 440,443 O O +distance 444,452 O O +to 453,455 O O +the 456,459 O O +cooling 460,467 O B-Material +tubes 468,473 O I-Material +, 473,474 O O +and 475,478 O O +thus 479,483 O O +to 484,486 O O +the 487,490 O O +device 491,497 O O +design 498,504 O O +. 504,505 O O + +The 506,509 O O +analysis 510,518 O O +of 519,521 O O +this 522,526 O O +study 527,532 O O +is 533,535 O O +a 536,537 O O +continuation 538,550 O O +of 551,553 O O +previous 554,562 O O +works 563,568 O O +done 569,573 O O +for 574,577 O O +the 578,581 O O +treatment 582,591 O B-Task +of 592,594 O I-Task +ITER 595,599 O I-Task +carbon 600,606 O I-Task +co 607,609 O I-Task +- 609,610 O I-Task +deposits 610,618 O I-Task +[ 619,620 O O +1–3 620,623 O O +] 623,624 O O +, 624,625 O O +so 626,628 O O +the 629,632 O O +temperatures 633,645 O O +studied 646,653 O O +are 654,657 O O +in 658,660 O O +the 661,664 O O +range 665,670 O O +of 671,673 O O +350 674,677 O O +° 678,679 O O +C 679,680 O O +for 681,684 O O +divertor 685,693 O B-Material +and 694,697 O O +200–275 698,705 O O +° 706,707 O O +C 707,708 O O +for 709,712 O O +main 713,717 O B-Material +wall 718,722 O I-Material +and 723,726 O O +remote 727,733 O B-Material +parts 734,739 O I-Material +. 739,740 O O + +At 741,743 O O +present 744,751 O O +, 751,752 O O +due 753,756 O O +to 757,759 O O +budget 760,766 O O +restrains 767,776 O O +as 777,779 O O +well 780,784 O O +as 785,787 O O +due 788,791 O O +to 792,794 O O +tritium 795,802 O B-Material +trapped 803,810 O O +in 811,813 O O +co 814,816 O O +- 816,817 O O +deposited 817,826 O O +carbon 827,833 O B-Material +layers 834,840 O I-Material +, 840,841 O O +ITER 842,846 O B-Material +will 847,851 O O +not 852,855 O O +use 856,859 O O +carbon 860,866 O B-Material +materials 867,876 O I-Material +at 877,879 O O +the 880,883 O O +divertor 884,892 O B-Material +strike 893,899 O O +points 900,906 O O +in 907,909 O O +spite 910,915 O O +of 916,918 O O +their 919,924 O O +excellent 925,934 O O +resilience 935,945 O O +against 946,953 O O +large 954,959 O O +heat 960,964 O O +loads 965,970 O O +. 970,971 O O + +Nevertheless 972,984 O O +, 984,985 O O +many 986,990 O O +present 991,998 O O +experimental 999,1011 O O +nuclear 1012,1019 O B-Material +fusion 1020,1026 O I-Material +devices 1027,1034 O I-Material +( 1035,1036 O O +DIII 1036,1040 O B-Material +- 1040,1041 O I-Material +D 1041,1042 O I-Material +, 1042,1043 O O +TCV 1044,1047 O B-Material +, 1047,1048 O O +etc 1049,1052 O O +. 1052,1053 O O +) 1053,1054 O O +and 1055,1058 O O +new 1059,1062 O O +ones 1063,1067 O O +( 1068,1069 O O +JT-60SA 1069,1076 O B-Material +, 1076,1077 O O +KSTAR 1078,1083 O B-Material +, 1083,1084 O O +Wenderstein-7X 1085,1099 O B-Material +) 1099,1100 O O +use 1101,1104 O O +carbon 1105,1111 O B-Material +elements 1112,1120 O I-Material +, 1120,1121 O O +so 1122,1124 O O +the 1125,1128 O O +removal 1129,1136 O B-Task +of 1137,1139 O I-Task +carbon 1140,1146 O I-Task +co 1147,1149 O I-Task +- 1149,1150 O I-Task +deposits 1150,1158 O I-Task +is 1159,1161 O O +still 1162,1167 O O +necessary 1168,1177 O O +for 1178,1181 O O +a 1182,1183 O O +better 1184,1190 O O +device 1191,1197 O O +operation 1198,1207 O O +— 1207,1208 O O +plasma 1208,1214 O B-Task +density 1215,1222 O I-Task +control 1223,1230 O I-Task +, 1230,1231 O O +dust 1232,1236 O B-Material +events 1237,1243 O O +, 1243,1244 O O +etc 1245,1248 O O +. 1248,1249 O O + +The 1250,1253 O O +temperatures 1254,1266 O O +used 1267,1271 O O +in 1272,1274 O O +this 1275,1279 O O +work 1280,1284 O O +are 1285,1288 O O +not 1289,1292 O O +very 1293,1297 O O +different 1298,1307 O O +from 1308,1312 O O +the 1313,1316 O O +ones 1317,1321 O O +achievable 1322,1332 O O +in 1333,1335 O O +present 1336,1343 O O +devices 1344,1351 O O +, 1351,1352 O O +such 1353,1357 O O +that 1358,1362 O O +the 1363,1366 O O +results 1367,1374 O O +can 1375,1378 O O +be 1379,1381 O O +extrapolated 1382,1394 O O +to 1395,1397 O O +them 1398,1402 O O +. 1402,1403 O O + +Moreover 1404,1412 O O +, 1412,1413 O O +even 1414,1418 O O +for 1419,1422 O O +ITER 1423,1427 O B-Material +this 1428,1432 O O +study 1433,1438 O O +could 1439,1444 O O +be 1445,1447 O O +useful 1448,1454 O O +if 1455,1457 O O +carbon 1458,1464 O B-Material +materials 1465,1474 O I-Material +have 1475,1479 O O +to 1480,1482 O O +be 1483,1485 O O +eventually 1486,1496 O O +installed 1497,1506 O O +in 1507,1509 O O +the 1510,1513 O O +case 1514,1518 O O +that 1519,1523 O O +operation 1524,1533 O O +with 1534,1538 O O +tungsten 1539,1547 O B-Material +tiles 1548,1553 O I-Material +at 1554,1556 O O +the 1557,1560 O O +strike 1561,1567 O O +points 1568,1574 O O +is 1575,1577 O O +precluded 1578,1587 O O +by 1588,1590 O O +unexpected 1591,1601 O O +reasons 1602,1609 O O +. 1609,1610 O O + + diff --git a/data/ner/semeval2017/test.txt b/data/ner/semeval2017/test.txt new file mode 100644 index 0000000..93d0709 --- /dev/null +++ b/data/ner/semeval2017/test.txt @@ -0,0 +1,23376 @@ +-DOCSTART- (S0010482516301810) + +Three 0,5 O B-Process +- 5,6 O I-Process +dimensional 6,17 O I-Process +digital 18,25 O I-Process +subtraction 26,37 O I-Process +angiographic 38,50 O I-Process +( 51,52 O O +3D 52,54 O B-Process +- 54,55 O 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303,305 O O +standard 306,314 O B-Process +triangulation 315,328 O I-Process +language 329,337 O I-Process +( 338,339 O O +STL 339,342 O B-Process +) 342,343 O O +surface 344,351 O O +data 352,356 O O +as 357,359 O O +an 360,362 O O +aggregation 363,374 O O +of 375,377 O O +fine 378,382 O O +triangular 383,393 O B-Material +meshes 394,400 O I-Material +using 401,406 O O +3D 407,409 O B-Material +visualization 410,423 O I-Material +and 424,427 O I-Material +measurement 428,439 O I-Material +software 440,448 O I-Material +( 449,450 O O +Amira 450,455 O B-Material +version 456,463 O I-Material +X 464,465 O I-Material +, 465,466 O O +FEI 467,470 O O +, 470,471 O O +Burlington 472,482 O O +, 482,483 O O +MA 484,486 O O +, 486,487 O O +USA 488,491 O O +) 491,492 O O +. 492,493 O O + +An 494,496 O O +unstructured 497,509 O O +computational 510,523 O B-Material +volumetric 524,534 O I-Material +mesh 535,539 O I-Material +was 540,543 O O +constructed 544,555 O O +from 556,560 O O +the 561,564 O 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I-Task +be 323,325 O I-Task +made 326,330 O I-Task +of 331,333 O I-Task +the 334,337 O I-Task +amounts 338,345 O I-Task +of 346,348 O I-Task +each 349,353 O I-Task +species 354,361 O I-Task +between 362,369 O I-Task +the 370,373 O I-Task +two 374,377 O I-Task +Cu40Zn 378,384 O I-Task +surfaces 385,393 O I-Task +investigated 394,406 O I-Task +, 406,407 O O +DP 408,410 O B-Material +and 411,414 O O +HZ7 415,418 O B-Material +. 418,419 O O + +The 420,423 O O +tendency 424,432 O O +is 433,435 O O +very 436,440 O O +clear 441,446 O O +that 447,451 O O +the 452,455 O O +formation 456,465 O B-Process +rates 466,471 O I-Process +of 472,474 O O +both 475,479 O O +hydrozincite 480,492 O B-Material +and 493,496 O O +cuprite 497,504 O B-Material +are 505,508 O O +quite 509,514 O O +suppressed 515,525 O O +for 526,529 O O +Cu40Zn 530,536 O B-Material +with 537,541 O O +preformed 542,551 O O +hydrozincite 552,564 O B-Material +( 565,566 O O +HZ7 566,569 O B-Material +) 569,570 O O +compared 571,579 O O +to 580,582 O O +the 583,586 O O +diamond 587,594 O B-Material +polished 595,603 O I-Material +surface 604,611 O I-Material +( 612,613 O O +DP 613,615 O B-Material +) 615,616 O O +. 616,617 O O + +In 618,620 O O +summary 621,628 O O +, 628,629 O O +without 630,637 O O +being 638,643 O O +able 644,648 O O +to 649,651 O O +consider 652,660 O O +the 661,664 O O +formation 665,674 O B-Process +of 675,677 O I-Process +simonkolleite 678,691 O I-Process +, 691,692 O O +it 693,695 O O +can 696,699 O O +be 700,702 O O +concluded 703,712 O O +that 713,717 O O +an 718,720 O O +increased 721,730 O O +surface 731,738 O O +coverage 739,747 O O +of 748,750 O O +hydrozincite 751,763 O B-Material +reduces 764,771 O O +the 772,775 O O +initial 776,783 O B-Process +spreading 784,793 O I-Process +ability 794,801 O O +of 802,804 O O +the 805,808 O O +NaCl 809,813 O B-Material +- 813,814 O I-Material +containing 814,824 O I-Material +droplets 825,833 O I-Material +and 834,837 O O +thereby 838,845 O O 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+thermomechanical 225,241 O B-Process +processing 242,252 O I-Process +. 252,253 O O + +The 254,257 O O +microstructure 258,272 O O +of 273,275 O O +the 276,279 O O +alloy 280,285 O B-Material +is 286,288 O O +relatively 289,299 O O +complex 300,307 O O +and 308,311 O O +a 312,313 O O +number 314,320 O O +of 321,323 O O +compositionally 324,339 O B-Process +- 339,340 O I-Process +distinct 340,348 O I-Process +phases 349,355 O I-Process +have 356,360 O O +been 361,365 O O +identified 366,376 O O +[ 377,378 O O +1 378,379 O O +] 379,380 O O +. 380,381 O O + +Although 382,390 O O +possessing 391,401 O O +favourable 402,412 O O +mechanical 413,423 O O +properties 424,434 O O +, 434,435 O O +the 436,439 O O +alloy 440,445 O B-Material +is 446,448 O O +relatively 449,459 O O +susceptible 460,471 O O +to 472,474 O O +corrosion 475,484 O B-Process +and 485,488 O O +generally 489,498 O O +requires 499,507 O O +surface 508,515 O B-Process +treatment 516,525 O I-Process +in 526,528 O O +practical 529,538 O O +applications 539,551 O O +. 551,552 O O + +The 553,556 O O +corrosion 557,566 O B-Process +behaviour 567,576 O O +of 577,579 O O +the 580,583 O O +alloy 584,589 O B-Material +is 590,592 O O +particularly 593,605 O O +affected 606,614 O O +by 615,617 O O +the 618,621 O O +presence 622,630 O O +of 631,633 O O +the 634,637 O O +intermetallic 638,651 O B-Material +particles 652,661 O I-Material +due 662,665 O O +to 666,668 O O +their 669,674 O O +differing 675,684 O O +potentials 685,695 O O +with 696,700 O O +respect 701,708 O O +to 709,711 O O +the 712,715 O O +alloy 716,721 O B-Material +matrix 722,728 O I-Material +[ 729,730 O O +2–9 730,733 O O +] 733,734 O O +. 734,735 O O + +Copper 736,742 O B-Material +- 742,743 O I-Material +containing 743,753 O I-Material +second 754,760 O I-Material +phase 761,766 O I-Material +particles 767,776 O I-Material +at 777,779 O O +the 780,783 O O +alloy 784,789 O B-Material +surface 790,797 O O +are 798,801 O O +particularly 802,814 O O +detrimental 815,826 O O +to 827,829 O O +the 830,833 O O +corrosion 834,843 O B-Process +resistance 844,854 O I-Process +as 855,857 O O +they 858,862 O O +provide 863,870 O O +preferential 871,883 O O +cathodic 884,892 O O +sites 893,898 O O +[ 899,900 O O +2,10 900,904 O O +] 904,905 O O +. 905,906 O O + +One 907,910 O O +of 911,913 O O +the 914,917 O O +principle 918,927 O O +types 928,933 O O +of 934,936 O O +second 937,943 O B-Material +phase 944,949 O I-Material +particle 950,958 O I-Material +that 959,963 O O +is 964,966 O O +important 967,976 O O +to 977,979 O O +the 980,983 O O +corrosion 984,993 O B-Process +behaviour 994,1003 O I-Process +of 1004,1006 O O +the 1007,1010 O O +alloy 1011,1016 O O +is 1017,1019 O O +the 1020,1023 O O +S 1024,1025 O B-Material +phase 1026,1031 O I-Material +( 1032,1033 O O +Al2CuMg 1033,1040 O B-Material +) 1040,1041 O O +particle 1042,1050 O O +[ 1051,1052 O O +1,11 1052,1056 O O +] 1056,1057 O O +. 1057,1058 O O + +Dealloying 1059,1069 O O +of 1070,1072 O O +S 1073,1074 O B-Material +phase 1075,1080 O I-Material +particles 1081,1090 O I-Material +, 1090,1091 O O +which 1092,1097 O O +may 1098,1101 O O +account 1102,1109 O O +for 1110,1113 O O +∼60 1114,1117 O O +% 1117,1118 O O +of 1119,1121 O O +the 1122,1125 O O +constituent 1126,1137 O B-Material +particles 1138,1147 O I-Material +in 1148,1150 O O + +AA2024 1151,1157 O B-Material +alloys 1158,1164 O I-Material +[ 1165,1166 O O +11 1166,1168 O O +] 1168,1169 O O +, 1169,1170 O O +is 1171,1173 O O +commonly 1174,1182 O O +observed 1183,1191 O O +when 1192,1196 O O +the 1197,1200 O O +alloy 1201,1206 O B-Material +is 1207,1209 O O +exposed 1210,1217 O O +to 1218,1220 O O +an 1221,1223 O O +aggressive 1224,1234 O O +environment 1235,1246 O O +. 1246,1247 O O + +The 1248,1251 O O +particles 1252,1261 O B-Material +are 1262,1265 O O +considered 1266,1276 O O +as 1277,1279 O O +important 1280,1289 O O +initiation 1290,1300 O O +sites 1301,1306 O O +for 1307,1310 O O +severe 1311,1317 O O +localized 1318,1327 O O +corrosion 1328,1337 O B-Process +in 1338,1340 O O +the 1341,1344 O O +alloy 1345,1350 O B-Material +[ 1351,1352 O O +11–22 1352,1357 O O +] 1357,1358 O O +. 1358,1359 O O + +The 1360,1363 O O +dealloying 1364,1374 O B-Process +of 1375,1377 O O +the 1378,1381 O O +S 1382,1383 O B-Material +phase 1384,1389 O I-Material +particles 1390,1399 O I-Material +and 1400,1403 O O +the 1404,1407 O O +resulting 1408,1417 O O +enrichment 1418,1428 O B-Process +of 1429,1431 O O +copper 1432,1438 O B-Material +result 1439,1445 O O +in 1446,1448 O O +a 1449,1450 O O +decrease 1451,1459 O B-Process +of 1460,1462 O I-Process +the 1463,1466 O I-Process +Volta 1467,1472 O I-Process +potential 1473,1482 O I-Process +with 1483,1487 O O +respect 1488,1495 O O +to 1496,1498 O O +the 1499,1502 O O +matrix 1503,1509 O O +and 1510,1513 O O +hence 1514,1519 O O +the 1520,1523 O O +dealloyed 1524,1533 O B-Material +particles 1534,1543 O I-Material +become 1544,1550 O O +active 1551,1557 O O +cathodic 1558,1566 O B-Material +sites 1567,1572 O I-Material +[ 1573,1574 O O +23–25 1574,1579 O O +] 1579,1580 O O +. 1580,1581 O O + + +-DOCSTART- (S0011227514002136) + +Measuring 0,9 O B-Task +and 10,13 O I-Task +analysing 14,23 O I-Task +the 24,27 O I-Task +hold 28,32 O I-Task +time 33,37 O I-Task +of 38,40 O I-Task +the 41,44 O I-Task +CPA 45,48 O I-Task +pill 49,53 O I-Task +allows 54,60 O O +the 61,64 O O +thermal 65,72 O B-Process +boundary 73,81 O I-Process +resistance 82,92 O I-Process +within 93,99 O O +the 100,103 O O +pill 104,108 O B-Material +to 109,111 O O +be 112,114 O O +assessed 115,123 O O +; 123,124 O O +the 125,128 O O +thermal 129,136 O B-Process +boundary 137,145 O I-Process +dictates 146,154 O O +the 155,158 O O +actual 159,165 O O +temperature 166,177 O B-Process +of 178,180 O O +the 181,184 O O +CPA 185,188 O B-Material +crystals 189,197 O I-Material +in 198,200 O O +comparison 201,211 O O +to 212,214 O O +the 215,218 O O +temperature 219,230 O O +of 231,233 O O +the 234,237 O O +cold 238,242 O B-Material +finger 243,249 O I-Material +, 249,250 O O +which 251,256 O O +is 257,259 O O +maintained 260,270 O O +at 271,273 O O +a 274,275 O O +constant 276,284 O O +temperature 285,296 O O +by 297,299 O O +a 300,301 O O +servo 302,307 O B-Process +control 308,315 O I-Process +program 316,323 O I-Process +. 323,324 O O + +Fig 325,328 O O +. 328,329 O O + +17 330,332 O O +shows 333,338 O O +the 339,342 O O +temperature 343,354 O O +profile 355,362 O O +during 363,369 O O +the 370,373 O O +recycling 374,383 O B-Process +of 384,386 O O +the 387,390 O O +CPA 391,394 O B-Material +pill 395,399 O I-Material +and 400,403 O O +subsequent 404,414 O O +operation 415,424 O B-Process +at 425,427 O I-Process +200mK. 428,434 O I-Process + +During 435,441 O O +the 442,445 O O +hold 446,450 O O +time 451,455 O O +, 455,456 O O +the 457,460 O O +servo 461,466 O B-Process +control 467,474 O I-Process +program 475,482 O I-Process +maintained 483,493 O O +the 494,497 O O +CPA 498,501 O B-Material +pill 502,506 O I-Material +temperature 507,518 O O +to 519,521 O O +within 522,528 O O +a 529,530 O O +millikelvin 531,542 O O +. 542,543 O O + +It 544,546 O O +is 547,549 O O +expected 550,558 O O +that 559,563 O O +microkelvin 564,575 O B-Process +stability 576,585 O I-Process +can 586,589 O O +be 590,592 O O +achieved 593,601 O O +with 602,606 O O +fast 607,611 O B-Process +read 612,616 O I-Process +- 616,617 O I-Process +out 617,620 O I-Process +thermometry 621,632 O I-Process +( 633,634 O O +which 634,639 O O +was 640,643 O O +not 644,647 O O +available 648,657 O O +at 658,660 O O +the 661,664 O O +time 665,669 O O +of 670,672 O O +testing 673,680 O O +but 681,684 O O +which 685,690 O O +will 691,695 O O +be 696,698 O O +used 699,703 O O +for 704,707 O O +the 708,711 O O +mKCC 712,716 O B-Task +) 716,717 O O +, 717,718 O O +as 719,721 O O +this 722,726 O O +would 727,732 O O +allow 733,738 O O +for 739,742 O O +temperature 743,754 O O +control 755,762 O O +on 763,765 O O +much 766,770 O O +faster 771,777 O O +( 778,779 O O +millisecond 779,790 O O +) 790,791 O O +timescales 792,802 O O +than 803,807 O O +the 808,811 O O +current 812,819 O O +( 820,821 O O +approximately 821,834 O O +1s 835,837 O O +) 837,838 O O +thermometry 839,850 O O +readout 851,858 O O +used 859,863 O O +. 863,864 O O + + +-DOCSTART- (S0011227515000648) + +The 0,3 O O +product 4,11 O B-Process +change 12,18 O I-Process +between 19,26 O O +batches 27,34 O B-Material +# 35,36 O I-Material +1/#2 36,40 O I-Material +and 41,44 O O +the 45,48 O O +others 49,55 O O +is 56,58 O O +the 59,62 O O +most 63,67 O O +influential 68,79 O O +on 80,82 O O +the 83,86 O O +test 87,91 O O +results 92,99 O O +. 99,100 O O + +The 101,104 O O +redesign 105,113 O O +and 114,117 O O +upgrade 118,125 O O +to 126,128 O O +110-nm 129,135 O B-Process +process 136,143 O I-Process +technology 144,154 O I-Process +reduces 155,162 O O +the 163,166 O O +pass 167,171 O O +rate 172,176 O O +at 177,179 O O +LNT 180,183 O B-Material +by 184,186 O O +approximately 187,200 O O +half 201,205 O O +. 205,206 O O + +This 207,211 O O +is 212,214 O O +mainly 215,221 O O +caused 222,228 O O +by 229,231 O O +the 232,235 O O +increased 236,245 O O +incidence 246,255 O O +of 256,258 O O +erase 259,264 O B-Process +and 265,268 O I-Process +program 269,276 O I-Process +timeouts 277,285 O I-Process +with 286,290 O O +some 291,295 O O +contribution 296,308 O O +from 309,313 O O +long 314,318 O B-Process +erase 319,324 O I-Process +and 325,328 O O +program 329,336 O B-Process +times 337,342 O I-Process +and 343,346 O O +bit 347,350 O B-Process +errors 351,357 O I-Process +. 357,358 O O + +The 359,362 O O +difference 363,373 O O +in 374,376 O O +pass 377,381 O B-Process +rates 382,387 O I-Process +at 388,390 O O +88 391,393 O O +K 393,394 O O +between 395,402 O O +batches 403,410 O B-Material +# 411,412 O I-Material +3/#4 412,416 O I-Material +and 417,420 O O +# 421,422 O B-Material +5/#6 422,426 O I-Material +, 426,427 O O +which 428,433 O O +use 434,437 O O +the 438,441 O O +same 442,446 O O +process 447,454 O B-Process +technology 455,465 O I-Process +with 466,470 O O +the 471,474 O O +same 475,479 O O +dimensions 480,490 O O +, 490,491 O O +can 492,495 O O +be 496,498 O O +explained 499,508 O O +by 509,511 O O +the 512,515 O O +fabrication 516,527 O O +in 528,530 O O +different 531,540 O O +assembly 541,549 O B-Process +lines 550,555 O I-Process +, 555,556 O O +where 557,562 O O +other 563,568 O O +processes 569,578 O O +or 579,581 O O +base 582,586 O O +materials 587,596 O O +may 597,600 O O +have 601,605 O O +been 606,610 O O +changed 611,618 O O +. 618,619 O O + +This 620,624 O O +means 625,630 O O +different 631,640 O O +tolerances 641,651 O B-Process +in 652,654 O O +base 655,659 O O +materials 660,669 O O +and 670,673 O O +production 674,684 O O +process 685,692 O O +, 692,693 O O +which 694,699 O O +are 700,703 O O +more 704,708 O O +pronounced 709,719 O O +the 720,723 O O +lower 724,729 O O +the 730,733 O O +temperature 734,745 O O +. 745,746 O O + +Some 747,751 O O +of 752,754 O O +the 755,758 O O +differences 759,770 O O +of 771,773 O O +technology 774,784 O O +scale 785,790 O O +may 791,794 O O +reflect 795,802 O O +shifts 803,809 O O +in 810,812 O O +transistor 813,823 O B-Process +parameters 824,834 O I-Process +such 835,839 O O +as 840,842 O O +transconductance 843,859 O B-Process +/ 859,860 O I-Process +gain 860,864 O I-Process +, 864,865 O O +threshold 866,875 O B-Process +voltage 876,883 O I-Process +, 883,884 O O +and 885,888 O O +threshold 889,898 O B-Process +slope 899,904 O I-Process +[ 905,906 O O +7 906,907 O O +] 907,908 O O +. 908,909 O O + + +-DOCSTART- (S0011227515001216) + +Prior 0,5 O O +to 6,8 O O +assembling 9,19 O B-Task +the 20,23 O I-Task +miniature 24,33 O I-Task +ADR 34,37 O I-Task +, 37,38 O O +the 39,42 O O +mKCC 43,47 O B-Material +MR 48,50 O I-Material +heat 51,55 O I-Material +switch 56,62 O I-Material +could 63,68 O O +not 69,72 O O +be 73,75 O O +fully 76,81 O O +thermally 82,91 O B-Process +characterised 92,105 O I-Process +due 106,109 O O +to 110,112 O O +cryostat 113,121 O B-Material +constraints 122,133 O I-Material +. 133,134 O O + +However 135,142 O O +, 142,143 O O +based 144,149 O O +on 150,152 O O +experiments 153,164 O O +and 165,168 O O +research 169,177 O O +conducted 178,187 O O +at 188,190 O O +MSSL 191,195 O O +on 196,198 O O +a 199,200 O O +range 201,206 O O +of 207,209 O O +tungsten 210,218 O B-Material +heat 219,223 O I-Material +switches 224,232 O I-Material +, 232,233 O O +the 234,237 O O +thermal 238,245 O B-Process +conductivity 246,258 O I-Process +has 259,262 O O +been 263,267 O O +estimated 268,277 O O +. 277,278 O O + +In 279,281 O O +Hills 282,287 O O +et 288,290 O O +al 291,293 O O +. 293,294 O O + +[ 295,296 O O +8 296,297 O O +] 297,298 O O +, 298,299 O O +an 300,302 O O +equation 303,311 O O +is 312,314 O O +derived 315,322 O O +which 323,328 O O +allows 329,335 O O +the 336,339 O O +thermal 340,347 O B-Process +conductivity 348,360 O I-Process +( 361,362 O O +κ 362,363 O B-Process +) 363,364 O O +below 365,370 O O +6 371,372 O O +K 372,373 O O +to 374,376 O O +be 377,379 O O +calculated 380,390 O O +as 391,393 O O +a 394,395 O O +function 396,404 O O +of 405,407 O O +magnetic 408,416 O B-Process +field 417,422 O I-Process +( 423,424 O O +B 424,425 O B-Process +) 425,426 O O +and 427,430 O O +temperature 431,442 O O +( 443,444 O O +T 444,445 O O +) 445,446 O O +( 447,448 O O +see 448,451 O O +Eq 452,454 O O +. 454,455 O O + +( 456,457 O O +1 457,458 O O +) 458,459 O O +) 459,460 O O +. 460,461 O O + +To 462,464 O O +estimate 465,473 O O +the 474,477 O O +performance 478,489 O O +of 490,492 O O +the 493,496 O O +mKCC 497,501 O B-Material +heat 502,506 O I-Material +switch 507,513 O I-Material +, 513,514 O O +the 515,518 O O +parameters 519,529 O O +in 530,532 O O +Eq 533,535 O O +. 535,536 O O + +( 537,538 O O +1 538,539 O O +) 539,540 O O +have 541,545 O O +been 546,550 O O +taken 551,556 O O +from 557,561 O O +the 562,565 O O +measured 566,574 O O +thermal 575,582 O B-Process +conductivity 583,595 O I-Process +of 596,598 O O +another 599,606 O O +MSSL 607,611 O B-Material +heat 612,616 O I-Material +switch 617,623 O I-Material +with 624,628 O O +the 629,632 O O +same 633,637 O O +1.5 638,641 O O +mm 641,643 O O +square 644,650 O O +cross 651,656 O O +section 657,664 O O +, 664,665 O O +a 666,667 O O +free 668,672 O O +path 673,677 O O +length 678,684 O O +of 685,687 O O +43 688,690 O O +cm 690,692 O O +and 693,696 O O +a 697,698 O O +RRR 699,702 O O +of 703,705 O O +20,000 706,712 O O +; 712,713 O O +it 714,716 O O +has 717,720 O O +been 721,725 O O +observed 726,734 O O +from 735,739 O O +experiments 740,751 O O +conducted 752,761 O O +at 762,764 O O +MSSL 765,769 O O +that 770,774 O O +there 775,780 O O +is 781,783 O O +little 784,790 O O +change 791,797 O O +in 798,800 O O +the 801,804 O O +thermal 805,812 O B-Process +performance 813,824 O I-Process +for 825,828 O O +tungsten 829,837 O B-Material +heat 838,842 O I-Material +switches 843,851 O I-Material +with 852,856 O O +a 857,858 O O +RRR 859,862 O O +between 863,870 O O +20,000 871,877 O O +and 878,881 O O +32,000 882,888 O O +( 889,890 O O +subject 890,897 O O +of 898,900 O O +a 901,902 O O +future 903,909 O O +publication 910,921 O O +) 921,922 O O +and 923,926 O O +therefore 927,936 O O +the 937,940 O O +performance 941,952 O O +of 953,955 O O +the 956,959 O O +20,000 960,966 O B-Material +RRR 967,970 O I-Material +heat 971,975 O I-Material +switch 976,982 O I-Material +has 983,986 O O +been 987,991 O O +assumed 992,999 O O +to 1000,1002 O O +be 1003,1005 O O +a 1006,1007 O O +good 1008,1012 O O +approximation 1013,1026 O O +. 1026,1027 O O + +Fig 1028,1031 O O +. 1031,1032 O O + +5 1033,1034 O O +gives 1035,1040 O O +the 1041,1044 O O +calculated 1045,1055 O O +thermal 1056,1063 O B-Process +conductivity 1064,1076 O I-Process +of 1077,1079 O O +the 1080,1083 O O +mKCC 1084,1088 O B-Material +switch 1089,1095 O I-Material +at 1096,1098 O O +0 1099,1100 O O +, 1100,1101 O O +1 1102,1103 O O +, 1103,1104 O O +2 1105,1106 O O +and 1107,1110 O O +3 1111,1112 O O +T 1112,1113 O O +based 1114,1119 O O +on 1120,1122 O O +Eq 1123,1125 O O +. 1125,1126 O O + +( 1127,1128 O O +1 1128,1129 O O +) 1129,1130 O O +, 1130,1131 O O +where 1132,1137 O O +the 1138,1141 O O +constants 1142,1151 O O +b0 1152,1154 O O +, 1154,1155 O O +a1 1156,1158 O O +, 1158,1159 O O +a2 1160,1162 O O +, 1162,1163 O O +a3 1164,1166 O O +, 1166,1167 O O +a4 1168,1170 O O +and 1171,1174 O O +n 1175,1176 O O +have 1177,1181 O O +the 1182,1185 O O +values 1186,1192 O O +0.0328 1193,1199 O O +, 1199,1200 O O +1.19×10−4 1201,1210 O O +, 1210,1211 O O +3.57×10−6 1212,1221 O O +, 1221,1222 O O +1.36 1223,1227 O O +, 1227,1228 O O +0.000968 1229,1237 O O +and 1238,1241 O O +1.7 1242,1245 O O +respectively 1246,1258 O O +. 1258,1259 O O + +It 1260,1262 O O +should 1263,1269 O O +be 1270,1272 O O +noted 1273,1278 O O +that 1279,1283 O O +the 1284,1287 O O +calculated 1288,1298 O O +thermal 1299,1306 O B-Process +conductivity 1307,1319 O I-Process +of 1320,1322 O O +the 1323,1326 O O +mKCC 1327,1331 O B-Material +switch 1332,1338 O I-Material +presented 1339,1348 O O +in 1349,1351 O O +Fig 1352,1355 O O +. 1355,1356 O O +5 1357,1358 O O +has 1359,1362 O O +been 1363,1367 O O +validated 1368,1377 O O +by 1378,1380 O O +comparing 1381,1390 O O +the 1391,1394 O O +experimental 1395,1407 O O +results 1408,1415 O O +of 1416,1418 O O +the 1419,1422 O O +miniature 1423,1432 O B-Material +ADR 1433,1436 O I-Material +with 1437,1441 O O +modelled 1442,1450 O O +predictions 1451,1462 O O +( 1463,1464 O O +this 1464,1468 O O +is 1469,1471 O O +discussed 1472,1481 O O +in 1482,1484 O O +Section 1485,1492 O O +3.3).(1)κ(T)=b0T2 1493,1510 O O ++ 1510,1511 O O +1a1+a2T2T+Bna3T+a4T4 1511,1531 O O + + +-DOCSTART- (S002002551630384X) + +An 0,2 O O +early 3,8 O O +attempt 9,16 O O +to 17,19 O O +combine 20,27 O B-Task +sets 28,32 O I-Task +and 33,36 O I-Task +networks 37,45 O I-Task +in 46,48 O I-Task +a 49,50 O I-Task +single 51,57 O I-Task +visualization 58,71 O I-Task +relied 72,78 O O +on 79,81 O O +first 82,87 O O +drawing 88,95 O O +an 96,98 O O +Euler 99,104 O B-Process +diagram 105,112 O I-Process +then 113,117 O O +placing 118,125 O O +a 126,127 O O +graph 128,133 O O +inside 134,140 O O +it 141,143 O O +[ 144,145 O O +30 145,147 O O +] 147,148 O O +, 148,149 O O +however 150,157 O O +the 158,161 O O +sets 162,166 O O +were 167,171 O O +often 172,177 O O +visualized 178,188 O O +with 189,193 O O +convoluted 194,204 O O +, 204,205 O O +difficult 206,215 O O +to 216,218 O O +follow 219,225 O O +curves 226,232 O O +. 232,233 O O + +In 234,236 O O +addition 237,245 O O +, 245,246 O O +only 247,251 O O +limited 252,259 O O +kinds 260,265 O O +of 266,268 O O +set 269,272 O O +data 273,277 O O +could 278,283 O O +be 284,286 O O +shown 287,292 O O +as 293,295 O O +the 296,299 O O +system 300,306 O O +was 307,310 O O +limited 311,318 O O +to 319,321 O O +well 322,326 O O +- 326,327 O O +formed 327,333 O O +Euler 334,339 O B-Process +diagrams 340,348 O I-Process +. 348,349 O O + +Compound 350,358 O B-Material +graphs 359,365 O I-Material +can 366,369 O O +be 370,372 O O +used 373,377 O O +to 378,380 O O +represent 381,390 O O +restricted 391,401 O O +kinds 402,407 O O +of 408,410 O O +grouped 411,418 O O +network 419,426 O B-Material +data 427,431 O I-Material +[ 432,433 O O +8 433,434 O O +] 434,435 O O +. 435,436 O O + +Graph 437,442 O B-Material +clusters 443,451 O I-Material +are 452,455 O O +visualized 456,466 O O +with 467,471 O O +transparent 472,483 O B-Process +hulls 484,489 O I-Process +by 490,492 O O +Santamaria 493,503 O O +and 504,507 O O +Theron 508,514 O O +[ 515,516 O O +39 516,518 O O +] 518,519 O O +. 519,520 O O + +However 521,528 O O +, 528,529 O O +the 530,533 O O +technique 534,543 O O +removes 544,551 O O +edges 552,557 O O +from 558,562 O O +the 563,566 O O +graph 567,572 O O +and 573,576 O O +it 577,579 O O +is 580,582 O O +not 583,586 O O +sufficiently 587,599 O O +sophisticated 600,613 O O +for 614,617 O O +arbitrary 618,627 O O +overlapping 628,639 O O +sets 640,644 O O +. 644,645 O O + +Itoh 646,650 O O +et 651,653 O O +al 654,656 O O +. 656,657 O O + +[ 658,659 O O +24 659,661 O O +] 661,662 O O +proposed 663,671 O O +to 672,674 O O +overlay 675,682 O O +pie 683,686 O O +- 686,687 O O +like 687,691 O O +glyphs 692,698 O B-Material +over 699,703 O O +the 704,707 O O +nodes 708,713 O O +in 714,716 O O +a 717,718 O O +graph 719,724 O O +to 725,727 O O +encode 728,734 O O +multiple 735,743 O O +categories 744,754 O O +. 754,755 O O + +Each 756,760 O O +set 761,764 O O +is 765,767 O O +hence 768,773 O O +represented 774,785 O O +using 786,791 O O +disconnected 792,804 O O +regions 805,812 O O +that 813,817 O O +are 818,821 O O +linked 822,828 O O +by 829,831 O O +having 832,838 O O +the 839,842 O O +same 843,847 O O +colour 848,854 O O +. 854,855 O O + +This 856,860 O O +causes 861,867 O O +difficulties 868,880 O O +with 881,885 O O +tasks 886,891 O O +that 892,896 O O +involve 897,904 O O +finding 905,912 O B-Task +relations 913,922 O I-Task +between 923,930 O I-Task +sets 931,935 O I-Task +such 936,940 O O +as 941,943 O O +T1 944,946 O B-Process +, 946,947 O I-Process +T3 948,950 O I-Process +and 951,954 O I-Process +T4 955,957 O I-Process +in 958,960 O O +Section 961,968 O O +5.3 969,972 O O +. 972,973 O O + +A 974,975 O O +related 976,983 O O +class 984,989 O O +of 990,992 O O +techniques 993,1003 O O +visualize 1004,1013 O B-Process +grouping 1014,1022 O I-Process +information 1023,1034 O I-Process +over 1035,1039 O I-Process +graphs 1040,1046 O I-Process +using 1047,1052 O O +convex 1053,1059 O B-Process +hulls 1060,1065 O I-Process +, 1065,1066 O O +such 1067,1071 O O +as 1072,1074 O O +Vizster 1075,1082 O B-Process +[ 1083,1084 O O +22 1084,1086 O O +] 1086,1087 O O +. 1087,1088 O O + +However 1089,1096 O O +, 1096,1097 O O +they 1098,1102 O O +do 1103,1105 O O +not 1106,1109 O O +support 1110,1117 O O +visualizing 1118,1129 O O +set 1130,1133 O O +overlaps 1134,1142 O O +. 1142,1143 O O + + +-DOCSTART- (S0021961414003255) + +Moreover 0,8 O O +, 8,9 O O +one 10,13 O O +observes 14,22 O O +segregation 23,34 O B-Process +effects 35,42 O I-Process +by 43,45 O O +the 46,49 O O +XRD 50,53 O B-Task +analysis 54,62 O I-Task +, 62,63 O O +which 64,69 O O +probably 70,78 O O +took 79,83 O O +place 84,89 O O +at 90,92 O O +high 93,97 O O +temperature 98,109 O O +, 109,110 O O +and 111,114 O O +were 115,119 O O +partially 120,129 O O +quenched 130,138 O B-Process +to 139,141 O O +room 142,146 O O +temperature 147,158 O O +. 158,159 O O + +The 160,163 O O +phase 164,169 O O +analysis 170,178 O O +showed 179,185 O O +up 186,188 O O +to 189,191 O O +three 192,197 O O +distinct 198,206 O O +phases 207,213 O O +, 213,214 O O +which 215,220 O O +should 221,227 O O +have 228,232 O O +hence 233,238 O O +a 239,240 O O +distinct 241,249 O O +measurable 250,260 O O +phase 261,266 O O +transition 267,277 O O +temperature 278,289 O O +, 289,290 O O +if 291,293 O O +they 294,298 O O +crystallise 299,310 O B-Process +from 311,315 O O +the 316,319 O O +liquid 320,326 O B-Material +on 327,329 O O +the 330,333 O O +surface 334,341 O B-Material +. 341,342 O O + +In 343,345 O O +the 346,349 O O +thermograms 350,361 O B-Process +these 362,367 O O +effects 368,375 O O +are 376,379 O O +not 380,383 O O +observable 384,394 O O +as 395,397 O O +different 398,407 O O +solidification 408,422 O B-Process +arrest 423,429 O I-Process +or 430,432 O O +clear 433,438 O B-Process +inflections 439,450 O I-Process +. 450,451 O O + +The 452,455 O O +proportion 456,466 O O +of 467,469 O O +new 470,473 O O +appearing 474,483 O O +phases 484,490 O O +is 491,493 O O +small 494,499 O O +and 500,503 O O +therefore 504,513 O O +the 514,517 O O +latent 518,524 O B-Process +heat 525,529 O I-Process +released 530,538 O O +by 539,541 O O +this 542,546 O O +new 547,550 O O +phase 551,556 O O +will 557,561 O O +be 562,564 O O +also 565,569 O O +small 570,575 O O +. 575,576 O O + +The 577,580 O O +reflected 581,590 O B-Process +light 591,596 O I-Process +signal 597,603 O I-Process +technique 604,613 O I-Process +only 614,618 O O +showed 619,625 O O +one 626,629 O O +phase 630,635 O B-Process +change 636,642 O I-Process +during 643,649 O O +cooling 650,657 O O +. 657,658 O O + +As 659,661 O O +well 662,666 O O +, 666,667 O O +the 668,671 O O +location 672,680 O O +of 681,683 O O +this 684,688 O O +segregation 689,700 O B-Process +can 701,704 O O +not 704,707 O O +be 708,710 O O +determined 711,721 O O +exactly 722,729 O O +in 730,732 O O +the 733,736 O O +molten 737,743 O B-Material +pool 744,748 O I-Material +or 749,751 O O +later 752,757 O O +in 758,760 O O +the 761,764 O O +re 765,767 O B-Material +- 767,768 O I-Material +solidified 768,778 O I-Material +material 779,787 O I-Material +. 787,788 O O + +At 789,791 O O +the 792,795 O O +surface 796,803 O O +, 803,804 O O +where 805,810 O O +the 811,814 O O +temperature 815,826 O O +is 827,829 O O +measured 830,838 O O +, 838,839 O O +the 840,843 O O +material 844,852 O B-Task +analysis 853,861 O I-Task +by 862,864 O I-Task +Raman 865,870 O I-Task +spectroscopy 871,883 O I-Task +has 884,887 O O +not 888,891 O O +shown 892,897 O O +signs 898,903 O O +of 904,906 O O +segregation 907,918 O B-Process +, 918,919 O O +so 920,922 O O +that 923,927 O O +also 928,932 O O +the 933,936 O O +uncertainties 937,950 O O +in 951,953 O O +composition 954,965 O O +for 966,969 O O +the 970,973 O O +phase 974,979 O B-Process +transition 980,990 O I-Process +are 991,994 O O +taken 995,1000 O O +from 1001,1005 O O +the 1006,1009 O O +uncertainties 1010,1023 O O +from 1024,1028 O O +the 1029,1032 O O +XRD 1033,1036 O B-Task +analysis 1037,1045 O I-Task +for 1046,1049 O O +the 1050,1053 O O +most 1054,1058 O O +abundant 1059,1067 O O +phase 1068,1073 O O +at 1074,1076 O O +each 1077,1081 O O +composition 1082,1093 O O +in 1094,1096 O O +re 1097,1099 O B-Material +- 1099,1100 O I-Material +solidified 1100,1110 O I-Material +material 1111,1119 O I-Material +. 1119,1120 O O + + +-DOCSTART- (S002199911200068X) + +Myocardial 0,10 O B-Process +electrical 11,21 O I-Process +propagation 22,33 O I-Process +can 34,37 O O +be 38,40 O O +simulated 41,50 O O +using 51,56 O O +the 57,60 O O +monodomain 61,71 O B-Material +or 72,74 O I-Material +bidomain 75,83 O I-Material +PDEs 84,88 O I-Material +[ 89,90 O O +5,6 90,93 O O +] 93,94 O O +. 94,95 O O + +Due 96,99 O O +to 100,102 O O +its 103,106 O O +capacity 107,115 O O +to 116,118 O O +represent 119,128 O O +complex 129,136 O O +geometries 137,147 O B-Material +with 148,152 O O +ease 153,157 O O +, 157,158 O O +approximations 159,173 O O +are 174,177 O O +often 178,183 O O +obtained 184,192 O O +using 193,198 O O +the 199,202 O O +finite 203,209 O B-Process +element 210,217 O I-Process +method 218,224 O I-Process +( 225,226 O O +FEM 226,229 O B-Process +) 229,230 O O +to 231,233 O O +discretise 234,244 O O +the 245,248 O O +PDEs 249,253 O B-Material +in 254,256 O O +space 257,262 O O +on 263,265 O O +realistic 266,275 O O +cardiac 276,283 O B-Material +geometry 284,292 O I-Material +meshes 293,299 O I-Material +; 299,300 O O +this 301,305 O O +results 306,313 O O +in 314,316 O O +very 317,321 O O +large 322,327 O O +( 328,329 O O +up 329,331 O O +to 332,334 O O +forty 335,340 O O +- 340,341 O O +million 341,348 O O +degrees 349,356 O O +of 357,359 O O +freedom 360,367 O O +( 368,369 O O +DOF 369,372 O O +) 372,373 O O +for 374,377 O O +human 378,383 O B-Task +heart 384,389 O I-Task +geometries 390,400 O I-Task +) 400,401 O O +systems 402,409 O B-Process +of 410,412 O I-Process +linear 413,419 O I-Process +equations 420,429 O I-Process +which 430,435 O O +must 436,440 O O +be 441,443 O O +solved 444,450 O O +many 451,455 O O +thousands 456,465 O O +of 466,468 O O +times 469,474 O O +over 475,479 O O +the 480,483 O O +course 484,490 O O +of 491,493 O O +even 494,498 O O +a 499,500 O O +short 501,506 O O +simulation 507,517 O B-Process +. 517,518 O O + +Thus 519,523 O O +, 523,524 O O +they 525,529 O O +are 530,533 O O +extremely 534,543 O O +computationally 544,559 O O +demanding 560,569 O O +, 569,570 O O +presenting 571,581 O O +taxing 582,588 O O +problems 589,597 O O +even 598,602 O O +to 603,605 O O +high 606,610 O B-Process +- 610,611 O I-Process +end 611,614 O I-Process +supercomputing 615,629 O I-Process +resources 630,639 O I-Process +. 639,640 O O + +This 641,645 O O +computational 646,659 O O +demand 660,666 O O +means 667,672 O O +that 673,677 O O +effort 678,684 O O +has 685,688 O O +been 689,693 O O +invested 694,702 O O +in 703,705 O O +developing 706,716 O B-Task +efficient 717,726 O I-Task +solution 727,735 O I-Task +techniques 736,746 O I-Task +, 746,747 O O +including 748,757 O O +work 758,762 O O +on 763,765 O O +preconditioning 766,781 O B-Task +, 781,782 O O +parallelisation 783,798 O B-Task +and 799,802 O O +adaptivity 803,813 O B-Task +in 814,816 O I-Task +space 817,822 O I-Task +and 823,826 O I-Task +time 827,831 O I-Task +[ 832,833 O O +7–12 833,837 O O +] 837,838 O O +. 838,839 O O + +In 840,842 O O +this 843,847 O O +study 848,853 O O +, 853,854 O O +we 855,857 O O +investigate 858,869 O B-Task +the 870,873 O I-Task +potential 874,883 O I-Task +of 884,886 O I-Task +reducing 887,895 O I-Task +the 896,899 O I-Task +number 900,906 O I-Task +of 907,909 O I-Task +DOF 910,913 O I-Task +by 914,916 O O +using 917,922 O O +a 923,924 O O +high 925,929 O B-Process +- 929,930 O I-Process +order 930,935 O I-Process +polynomial 936,946 O I-Process +FEM 947,950 O I-Process +[ 951,952 O O +13–15 952,957 O O +] 957,958 O O +to 959,961 O O +approximate 962,973 O O +the 974,977 O O +monodomain 978,988 O B-Material +PDE 989,992 O I-Material +in 993,995 O O +space 996,1001 O O +, 1001,1002 O O +with 1003,1007 O O +the 1008,1011 O O +goal 1012,1016 O O +of 1017,1019 O O +significantly 1020,1033 O B-Task +improving 1034,1043 O I-Task +simulation 1044,1054 O I-Task +efficiency 1055,1065 O I-Task +over 1066,1070 O O +the 1071,1074 O O +piecewise 1075,1084 O B-Process +- 1084,1085 O I-Process +linear 1085,1091 O I-Process +FEM 1092,1095 O I-Process +approach 1096,1104 O O +commonly 1105,1113 O O +used 1114,1118 O O +in 1119,1121 O O +the 1122,1125 O O +field 1126,1131 O O +[ 1132,1133 O O +16–19 1133,1138 O O +] 1138,1139 O O +. 1139,1140 O O + +For 1141,1144 O O +schemes 1145,1152 O O +where 1153,1158 O O +the 1159,1162 O O +polynomial 1163,1173 O O +degree 1174,1180 O O +p 1181,1182 O O +of 1183,1185 O O +the 1186,1189 O O +elements 1190,1198 O O +is 1199,1201 O O +adjusted 1202,1210 O O +according 1211,1220 O O +to 1221,1223 O O +the 1224,1227 O O +error 1228,1233 O O +in 1234,1236 O O +the 1237,1240 O O +approximation 1241,1254 O O +, 1254,1255 O O +this 1256,1260 O O +is 1261,1263 O O +known 1264,1269 O O +as 1270,1272 O O +the 1273,1276 O O +finite 1277,1283 O B-Process +element 1284,1291 O I-Process +p 1292,1293 O I-Process +- 1293,1294 O I-Process +version 1294,1301 O I-Process +. 1301,1302 O O + +In 1303,1305 O O +the 1306,1309 O O +work 1310,1314 O O +presented 1315,1324 O O +here 1325,1329 O O +, 1329,1330 O O +we 1331,1333 O O +work 1334,1338 O O +with 1339,1343 O O +schemes 1344,1351 O O +which 1352,1357 O O +keep 1358,1362 O O +p 1363,1364 O O +fixed 1365,1370 O O +. 1370,1371 O O + + +-DOCSTART- (S0021999112002847) + +In 0,2 O O +this 3,7 O O +work 8,12 O O +we 13,15 O O +develop 16,23 O B-Task +a 24,25 O I-Task +new 26,29 O I-Task +approach 30,38 O I-Task +to 39,41 O I-Task +DEA 42,45 O I-Task +suitable 46,54 O I-Task +for 55,58 O I-Task +modelling 59,68 O I-Task +three 69,74 O I-Task +- 74,75 O I-Task +dimensional 75,86 O I-Task +problems 87,95 O I-Task +. 95,96 O O + +The 97,100 O O +present 101,108 O O +DEA 109,112 O B-Process +methods 113,120 O I-Process +rely 121,125 O O +on 126,128 O O +the 129,132 O O +fact 133,137 O O +that 138,142 O O +one 143,146 O O +can 147,150 O O +easily 151,157 O O +parametrise 158,169 O B-Process +the 170,173 O I-Process +boundary 174,182 O I-Process +of 183,185 O I-Process +the 186,189 O I-Process +region 190,196 O I-Process +being 197,202 O O +modelled 203,211 O O +, 211,212 O O +and 213,216 O O +then 217,221 O O +apply 222,227 O O +an 228,230 O O +orthonormal 231,242 O B-Process +basis 243,248 O I-Process +approximation 249,262 O I-Process +over 263,267 O O +the 268,271 O O +resulting 272,281 O O +boundary 282,290 O B-Material +phase 291,296 O I-Material +space 297,302 O I-Material +coordinate 303,313 O I-Material +system 314,320 O I-Material +. 320,321 O O + +In 322,324 O O +two 325,328 O O +dimensions 329,339 O O +this 340,344 O O +is 345,347 O O +simple 348,354 O O +as 355,357 O O +the 358,361 O O +boundary 362,370 O O +may 371,374 O O +be 375,377 O O +parametrised 378,390 O O +along 391,396 O O +its 397,400 O O +arc 401,404 O B-Material +- 404,405 O I-Material +length 405,411 O I-Material +and 412,415 O O +the 416,419 O O +associated 420,430 O O +momentum 431,439 O B-Material +( 440,441 O I-Material +or 441,443 O I-Material +direction 444,453 O I-Material +) 453,454 O I-Material +coordinate 455,465 O I-Material +taken 466,471 O O +tangential 472,482 O O +to 483,485 O O +the 486,489 O O +boundary 490,498 O O +. 498,499 O O + +The 500,503 O O +basis 504,509 O O +can 510,513 O O +be 514,516 O O +any 517,520 O O +suitable 521,529 O O +( 530,531 O O +scaled 531,537 O O +) 537,538 O O +univariate 539,549 O B-Material +basis 550,555 O I-Material +in 556,558 O O +both 559,563 O O +position 564,572 O O +and 573,576 O O +momentum 577,585 O O +, 585,586 O O +such 587,591 O O +as 592,594 O O +a 595,596 O O +Fourier 597,604 O B-Material +basis 605,610 O I-Material +[ 611,612 O O +8 612,613 O O +] 613,614 O O +or 615,617 O O +Chebyshev 618,627 O B-Material +polynomials 628,639 O I-Material +[ 640,641 O O +9 641,642 O O +] 642,643 O O +. 643,644 O O + +Defining 645,653 O O +a 654,655 O O +suitable 656,664 O O +parametrisation 665,680 O O +for 681,684 O O +the 685,688 O O +spatial 689,696 O O +coordinate 697,707 O O +in 708,710 O O +three 711,716 O O +- 716,717 O O +dimensions 717,727 O O +becomes 728,735 O O +much 736,740 O O +more 741,745 O O +difficult 746,755 O O +. 755,756 O O + +In 757,759 O O +momentum 760,768 O O +space 769,774 O O +spherical 775,784 O B-Process +polar 785,790 O I-Process +coordinates 791,802 O I-Process +may 803,806 O O +be 807,809 O O +employed 810,818 O O +and 819,822 O O +so 823,825 O O +these 826,831 O O +problems 832,840 O O +do 841,843 O O +not 844,847 O O +arise 848,853 O O +. 853,854 O O + + +-DOCSTART- (S0021999112003579) + +We 0,2 O O +order 3,8 O B-Task +the 9,12 O I-Task +discrete 13,21 O I-Task +unknowns 22,30 O I-Task +so 31,33 O O +that 34,38 O O +the 39,42 O O +vector 43,49 O B-Material +of 50,52 O I-Material +unknowns 53,61 O I-Material +, 61,62 O O +xPS=[X 63,69 O B-Material +, 69,70 O I-Material +L 70,71 O I-Material +] 71,72 O I-Material +, 72,73 O O +contains 74,82 O O +the 83,86 O O +nx 87,89 O O +unknown 90,97 O O +nodal 98,103 O B-Material +coordinates 104,115 O I-Material +, 115,116 O O +followed 117,125 O O +by 126,128 O O +the 129,132 O O +nb 133,135 O O +unknown 136,143 O O +discrete 144,152 O O +Lagrange 153,161 O B-Material +multipliers 162,173 O I-Material +. 173,174 O O + +The 175,178 O O +linear 179,185 O O +systems 186,193 O O +to 194,196 O O +be 197,199 O O +solved 200,206 O O +in 207,209 O O +the 210,213 O O +course 214,220 O O +of 221,223 O O +the 224,227 O O +Newton 228,234 O B-Process +- 234,235 O I-Process +based 235,240 O I-Process +solution 241,249 O I-Process +of 250,252 O O +Eq 253,255 O O +. 255,256 O O + +( 257,258 O O +10 258,260 O O +) 260,261 O O +, 261,262 O O +subject 263,270 O O +to 271,273 O O +the 274,277 O O +displacement 278,290 O B-Material +constraint 291,301 O I-Material +( 302,303 O O +9 303,304 O O +) 304,305 O O +, 305,306 O O +then 307,311 O O +have 312,316 O O +saddle 317,323 O B-Process +- 323,324 O I-Process +point 324,329 O I-Process +structure,(15)where 330,349 O I-Process +E 350,351 O O +is 352,354 O O +the 355,358 O O +tangent 359,366 O B-Process +stiffness 367,376 O I-Process +matrix 377,383 O I-Process +of 384,386 O O +the 387,390 O O +unconstrained 391,404 O B-Material +pseudo 405,411 O I-Material +- 411,412 O I-Material +solid 412,417 O I-Material +problem 418,425 O I-Material +, 425,426 O O +and 427,430 O O +the 431,434 O O +two 435,438 O B-Material +off 439,442 O I-Material +- 442,443 O I-Material +diagonal 443,451 O I-Material +blocks 452,458 O I-Material +Cxl 459,462 O B-Material +and 463,466 O O +Clx 467,470 O B-Material += 470,471 O I-Material +CxlT 471,475 O I-Material +arise 476,481 O O +through 482,489 O O +the 490,493 O O +imposition 494,504 O O +of 505,507 O O +the 508,511 O O +displacement 512,524 O O +constraint 525,535 O O +by 536,538 O O +the 539,542 O O +Lagrange 543,551 O B-Material +multipliers 552,563 O I-Material +. 563,564 O O + +We 565,567 O O +refer 568,573 O O +to 574,576 O O +[ 577,578 O O +34 578,580 O O +] 580,581 O O +for 582,585 O O +the 586,589 O O +proof 590,595 O O +of 596,598 O O +the 599,602 O O +LBB 603,606 O B-Material +stability 607,616 O O +of 617,619 O O +this 620,624 O O +discretisation 625,639 O B-Process +; 639,640 O O +see 641,644 O O +also 645,649 O O +[ 650,651 O O +35,36 651,656 O O +] 656,657 O O +for 658,661 O O +a 662,663 O O +discussion 664,674 O O +of 675,677 O O +the 678,681 O O +LBB 682,685 O B-Material +stability 686,695 O O +of 696,698 O O +the 699,702 O O +Lagrange 703,711 O B-Process +- 711,712 O I-Process +multiplier 712,722 O I-Process +- 722,723 O I-Process +based 723,728 O I-Process +imposition 729,739 O I-Process +of 740,742 O O +Dirichlet 743,752 O B-Process +boundary 753,761 O I-Process +conditions 762,772 O I-Process +in 773,775 O O +related 776,783 O O +problems 784,792 O O +. 792,793 O O + +We 794,796 O O +note 797,801 O O +that 802,806 O O +during 807,813 O O +the 814,817 O O +first 818,823 O O +step 824,828 O O +of 829,831 O O +the 832,835 O O +Newton 836,842 O B-Process +iteration 843,852 O I-Process +, 852,853 O O +E 854,855 O O +is 856,858 O O +symmetric 859,868 O O +positive 869,877 O O +definite 878,886 O O +since 887,892 O O +it 893,895 O O +represents 896,906 O O +the 907,910 O O +tangent 911,918 O B-Material +stiffness 919,928 O I-Material +matrix 929,935 O I-Material +relative 936,944 O O +to 945,947 O O +the 948,951 O O +system 952,958 O O +’s 958,960 O O +equilibrium 961,972 O B-Process +configuration 973,986 O I-Process +. 986,987 O O + + +-DOCSTART- (S0021999113002945) + +Inequality 0,10 O B-Process +( 11,12 O O +22 12,14 O O +) 14,15 O O +indicates 16,25 O O +that 26,30 O O +the 31,34 O O +maximum 35,42 O B-Material +- 42,43 O I-Material +norm 43,47 O I-Material +is 48,50 O O +the 51,54 O O +loosest 55,62 O O +among 63,68 O O +all 69,72 O O +p 73,74 O B-Material +- 74,75 O I-Material +norms 75,80 O I-Material +. 80,81 O O + +Fortunately 82,93 O O +, 93,94 O O +this 95,99 O O +loosest 100,107 O O +constraint 108,118 O O +would 119,124 O O +not 125,128 O O +seriously 129,138 O O +affect 139,145 O O +the 146,149 O O +accuracy 150,158 O O +since 159,164 O O +the 165,168 O O +value 169,174 O O +of 175,177 O O +||y||∞ 178,184 O B-Material +is 185,187 O O +comparable 188,198 O O +to 199,201 O O +that 202,206 O O +of 207,209 O O +the 210,213 O O +2-norm 214,220 O B-Material +and 221,224 O O +1-norm 225,231 O B-Material +. 231,232 O O + +The 233,236 O O +maximum 237,244 O B-Material +- 244,245 O I-Material +norm 245,249 O I-Material +provides 250,258 O O +us 259,261 O O +with 262,266 O O +the 267,270 O O +largest 271,278 O O +number 279,285 O O +of 286,288 O O +possible 289,297 O O +solutions 298,307 O O +under 308,313 O O +a 314,315 O O +given 316,321 O O +error 322,327 O O +limitation 328,338 O O +[ 339,340 O O +24 340,342 O O +] 342,343 O O +. 343,344 O O + +This 345,349 O O +would 350,355 O O +greatly 356,363 O O +enhance 364,371 O O +the 372,375 O O +possibility 376,387 O O +of 388,390 O O +finding 391,398 O O +a 399,400 O O +group 401,406 O O +of 407,409 O O +optimized 410,419 O B-Material +coefficients 420,432 O I-Material +when 433,437 O O +scanning 438,446 O O +a 447,448 O O +vast 449,453 O B-Process +solution 454,462 O I-Process +set 463,466 O I-Process +. 466,467 O O + +On 468,470 O O +the 471,474 O O +other 475,480 O O +hand 481,485 O O +, 485,486 O O +checking 487,495 O O +the 496,499 O O +maximum 500,507 O B-Material +deviation 508,517 O I-Material +sounds 518,524 O O +more 525,529 O O +reasonable 530,540 O O +than 541,545 O O +checking 546,554 O O +the 555,558 O O +“ 559,560 O O +distance 560,568 O O +” 568,569 O O +between 570,577 O O +the 578,581 O O +accurate 582,590 O O +and 591,594 O O +approximated 595,607 O O +wave 608,612 O O +numbers 613,620 O O +since 621,626 O O +it 627,629 O O +is 630,632 O O +not 633,636 O O +working 637,644 O O +in 645,647 O O +the 648,651 O O +space 652,657 O O +domain 658,664 O O +. 664,665 O O + +Therefore 666,675 O O +, 675,676 O O +we 677,679 O O +chose 680,685 O O +the 686,689 O O +maximum 690,697 O B-Material +- 697,698 O I-Material +norm 698,702 O I-Material +as 703,705 O O +our 706,709 O O +criterion 710,719 O O +for 720,723 O O +designing 724,733 O O +the 734,737 O O +objective 738,747 O B-Material +functions 748,757 O I-Material +to 758,760 O O +extend 761,767 O B-Task +the 768,771 O I-Task +accurate 772,780 O I-Task +wave 781,785 O I-Task +number 786,792 O I-Task +coverage 793,801 O I-Task +as 802,804 O O +widely 805,811 O O +as 812,814 O O +possible 815,823 O O +. 823,824 O O + + +-DOCSTART- (S0021999113003422) + +Similar 0,7 O O +numerical 8,17 O B-Material +oscillations 18,30 O I-Material +to 31,33 O O +those 34,39 O O +described 40,49 O O +above 50,55 O O +also 56,60 O O +emerge 61,67 O O +in 68,70 O O +the 71,74 O O +ISPM 75,79 O B-Material +when 80,84 O O +utilising 85,94 O O +classical 95,104 O O +IBM 105,108 O B-Process +kernels 109,116 O I-Process +due 117,120 O O +to 121,123 O O +their 124,129 O O +lack 130,134 O O +of 135,137 O O +regularity 138,148 O O +( 149,150 O O +with 150,154 O O +discontinuous 155,168 O O +second 169,175 O O +derivatives 176,187 O O +) 187,188 O O +. 188,189 O O + +Furthermore 190,201 O O +, 201,202 O O +it 203,205 O O +is 206,208 O O +important 209,218 O O +to 219,221 O O +remark 222,228 O O +that 229,233 O O +the 234,237 O O +immersed 238,246 O O +structure 247,256 O O +stresses 257,265 O O +are 266,269 O O +captured 270,278 O O +in 279,281 O O +the 282,285 O O +Lagrangian 286,296 O B-Process +description 297,308 O I-Process +and 309,312 O O +hence 313,318 O O +, 318,319 O O +in 320,322 O O +order 323,328 O O +to 329,331 O O +compute 332,339 O O +them 340,344 O O +accurately 345,355 O O +, 355,356 O O +it 357,359 O O +is 360,362 O O +important 363,372 O O +to 373,375 O O +ensure 376,382 O O +that 383,387 O O +these 388,393 O O +spurious 394,402 O O +oscillations 403,415 O B-Material +are 416,419 O O +not 420,423 O O +introduced 424,434 O O +via 435,438 O O +the 439,442 O O +kernel 443,449 O B-Process +interpolation 450,463 O I-Process +functions 464,473 O I-Process +. 473,474 O O + +In 475,477 O O +this 478,482 O O +paper 483,488 O O +, 488,489 O O +the 490,493 O O +authors 494,501 O O +have 502,506 O O +specifically 507,519 O O +designed 520,528 O O +a 529,530 O B-Task +new 531,534 O I-Task +family 535,541 O I-Task +of 542,544 O I-Task +kernel 545,551 O I-Task +functions 552,561 O I-Task +which 562,567 O I-Task +do 568,570 O I-Task +not 571,574 O I-Task +introduce 575,584 O I-Task +these 585,590 O I-Task +spurious 591,599 O I-Task +oscillations 600,612 O I-Task +. 612,613 O O + +The 614,617 O O +kernel 618,624 O B-Process +functions 625,634 O I-Process +are 635,638 O O +obtained 639,647 O O +by 648,650 O O +taking 651,657 O O +into 658,662 O O +account 663,670 O O +discrete 671,679 O O +reproducibility 680,695 O O +conditions 696,706 O O +as 707,709 O O +originally 710,720 O O +introduced 721,731 O O +by 732,734 O O +Peskin 735,741 O O +[ 742,743 O O +14 743,745 O O +] 745,746 O O +( 747,748 O O +in 748,750 O O +our 751,754 O O +case 755,759 O O +, 759,760 O O +tailor 761,767 O O +- 767,768 O O +made 768,772 O O +for 773,776 O O +Cartesian 777,786 O B-Process +staggered 787,796 O I-Process +grids 797,802 O I-Process +) 802,803 O O +and 804,807 O O +regularity 808,818 O O +requirements 819,831 O O +to 832,834 O O +prevent 835,842 O O +the 843,846 O O +appearance 847,857 O O +of 858,860 O O +spurious 861,869 O O +oscillations 870,882 O B-Material +when 883,887 O O +computing 888,897 O B-Process +derivatives 898,909 O I-Process +. 909,910 O O + +A 911,912 O O +Maple 913,918 O B-Task +computer 919,927 O I-Task +program 928,935 O I-Task +has 936,939 O O +been 940,944 O O +developed 945,954 O O +to 955,957 O O +obtain 958,964 O B-Task +explicit 965,973 O I-Task +expressions 974,985 O I-Task +for 986,989 O I-Task +the 990,993 O I-Task +new 994,997 O I-Task +kernels 998,1005 O I-Task +. 1005,1006 O O + + +-DOCSTART- (S002199911300346X) + +Contact 0,7 O B-Process +methods 8,15 O I-Process +have 16,20 O O +been 21,25 O O +developed 26,35 O O +and 36,39 O O +used 40,44 O O +in 45,47 O O +Lagrangian 48,58 O O +staggered 59,68 O B-Material +- 68,69 O I-Material +grid 69,73 O I-Material +hydrodynamic 74,86 O I-Material +( 87,88 O O +SGH 88,91 O B-Material +) 91,92 O O +calculations 93,105 O O +for 106,109 O O +many 110,114 O O +years 115,120 O O +. 120,121 O O + +Early 122,127 O O +examples 128,136 O O +of 137,139 O O +contact 140,147 O B-Process +methods 148,155 O I-Process +are 156,159 O O +discussed 160,169 O O +in 170,172 O O +Wilkins 173,180 O O +[ 181,182 O O +37 182,184 O O +] 184,185 O O +and 186,189 O O +Cherry 190,196 O O +et 197,199 O O +al 200,202 O O +. 202,203 O O + +[ 204,205 O O +7 205,206 O O +] 206,207 O O +. 207,208 O O + +Hallquist 209,218 O O +et 219,221 O O +al 222,224 O O +. 224,225 O O + +[ 226,227 O O +17 227,229 O O +] 229,230 O O +provides 231,239 O O +an 240,242 O O +overview 243,251 O O +of 252,254 O O +multiple 255,263 O O +contact 264,271 O B-Process +algorithms 272,282 O I-Process +used 283,287 O O +in 288,290 O O +various 291,298 O O +Lagrangian 299,309 O B-Process +SGH 310,313 O I-Process +codes 314,319 O O +dating 320,326 O O +back 327,331 O O +to 332,334 O O +HEMP 335,339 O B-Process +[ 340,341 O O +37 341,343 O O +] 343,344 O O +. 344,345 O O + +Of 346,348 O O +particular 349,359 O O +interest 360,368 O O +, 368,369 O O +Hallquist 370,379 O O +et 380,382 O O +al 383,385 O O +. 385,386 O O + +[ 387,388 O O +17 388,390 O O +] 390,391 O O +describes 392,401 O O +the 402,405 O O +contact 406,413 O B-Process +surface 414,421 O I-Process +scheme 422,428 O I-Process +used 429,433 O O +in 434,436 O O +TOODY 437,442 O B-Process +[ 443,444 O O +31 444,446 O O +] 446,447 O O +and 448,451 O O +later 452,457 O O +implemented 458,469 O O +in 470,472 O O +DYNA2D 473,479 O B-Process +[ 480,481 O O +36 481,483 O O +] 483,484 O O +. 484,485 O O + +The 486,489 O O +contact 490,497 O B-Process +method 498,504 O I-Process +of 505,507 O O +TOODY 508,513 O B-Process +uses 514,518 O O +a 519,520 O O +master 521,527 O B-Process +– 527,528 O I-Process +slave 528,533 O I-Process +approach 534,542 O I-Process +. 542,543 O O + +The 544,547 O O +goal 548,552 O O +of 553,555 O O +this 556,560 O O +approach 561,569 O O +is 570,572 O O +to 573,575 O O +treat 576,581 O O +the 582,585 O O +nodes 586,591 O B-Material +on 592,594 O O +the 595,598 O O +contact 599,606 O B-Material +surface 607,614 O I-Material +in 615,617 O O +a 618,619 O O +manner 620,626 O O +similar 627,634 O O +to 635,637 O O +an 638,640 O O +internal 641,649 O B-Material +node 650,654 O I-Material +. 654,655 O O + +The 656,659 O O +physical 660,668 O O +properties 669,679 O O +of 680,682 O O +the 683,686 O O +slave 687,692 O B-Material +surface 693,700 O I-Material +are 701,704 O O +interpolated 705,717 O O +to 718,720 O O +a 721,722 O O +ghost 723,728 O B-Material +mesh 729,733 O I-Material +( 734,735 O O +termed 735,741 O O +phony 742,747 O B-Material +elements 748,756 O I-Material +in 757,759 O O +[ 760,761 O O +17 761,763 O O +] 763,764 O O +) 764,765 O O +that 766,770 O O +overlays 771,779 O O +the 780,783 O O +slave 784,789 O B-Material +zones 790,795 O I-Material +. 795,796 O O + +The 797,800 O O +physical 801,809 O O +properties 810,820 O O +are 821,824 O O +interpolated 825,837 O O +from 838,842 O O +the 843,846 O O +slave 847,852 O B-Material +surface 853,860 O I-Material +to 861,863 O O +the 864,867 O O +ghost 868,873 O B-Material +zones 874,879 O I-Material +using 880,885 O O +surface 886,893 O O +area 894,898 O O +weights 899,906 O O +. 906,907 O O + +The 908,911 O O +surface 912,919 O O +area 920,924 O O +weights 925,932 O O +are 933,936 O O +equal 937,942 O O +to 943,945 O O +the 946,949 O O +ratio 950,955 O O +of 956,958 O O +the 959,962 O O +ghost 963,968 O B-Material +zone 969,973 O I-Material +surface 974,981 O I-Material +area 982,986 O I-Material +to 987,989 O O +the 990,993 O O +surface 994,1001 O B-Material +area 1002,1006 O I-Material +of 1007,1009 O O +the 1010,1013 O O +master 1014,1020 O B-Material +surface 1021,1028 O I-Material +. 1028,1029 O O + +The 1030,1033 O O +contact 1034,1041 O B-Task +surface 1042,1049 O I-Task +method 1050,1056 O I-Task +for 1057,1060 O O +nodal 1061,1066 O B-Process +- 1066,1067 O I-Process +based 1067,1072 O I-Process +Lagrangian 1073,1083 O I-Process +cell 1084,1088 O I-Process +- 1088,1089 O I-Process +centered 1089,1097 O I-Process +hydrodynamics 1098,1111 O I-Process +( 1112,1113 O O +CCH 1113,1116 O B-Material +) 1116,1117 O O +presented 1118,1127 O O +in 1128,1130 O O +this 1131,1135 O O +paper 1136,1141 O O +will 1142,1146 O O +use 1147,1150 O O +surface 1151,1158 O O +area 1159,1163 O O +weights 1164,1171 O O +similar 1172,1179 O O +in 1180,1182 O O +concept 1183,1190 O O +to 1191,1193 O O +those 1194,1199 O O +in 1200,1202 O O +TOODY 1203,1208 O B-Process +. 1208,1209 O O + +Following 1210,1219 O O +the 1220,1223 O O +area 1224,1228 O B-Process +fraction 1229,1237 O I-Process +approach 1238,1246 O I-Process +of 1247,1249 O O +TOODY 1250,1255 O B-Process +may 1256,1259 O O +seem 1260,1264 O O +retrospective 1265,1278 O O +; 1278,1279 O O +however 1280,1287 O O +, 1287,1288 O O +using 1289,1294 O O +surface 1295,1302 O O +area 1303,1307 O O +weights 1308,1315 O O +naturally 1316,1325 O O +extends 1326,1333 O O +to 1334,1336 O O +the 1337,1340 O O +new 1341,1344 O O +CCH 1345,1348 O B-Process +methods 1349,1356 O I-Process +that 1357,1361 O O +solve 1362,1367 O B-Task +a 1368,1369 O I-Task +Riemann 1370,1377 O I-Task +- 1377,1378 O I-Task +like 1378,1382 O I-Task +problem 1383,1390 O I-Task +at 1391,1393 O I-Task +the 1394,1397 O I-Task +node 1398,1402 O I-Task +of 1403,1405 O I-Task +a 1406,1407 O I-Task +zone 1408,1412 O I-Task +[ 1413,1414 O O +10,24,25,3 1414,1424 O O +] 1424,1425 O O +. 1425,1426 O O + + +-DOCSTART- (S0021999113004555) + +Three 0,5 O O +Runge 6,11 O O +– 11,12 O O + +Kutta 12,17 O O +IMEX 18,22 O O +schemes 23,30 O O +were 31,35 O O +tested 36,42 O O +by 43,45 O O +Ullrich 46,53 O O +and 54,57 O O +Jablonowski 58,69 O O + +[ 70,71 O O +23 71,73 O O +] 73,74 O O +for 75,78 O O +the 79,82 O O +HEVI 83,87 O B-Process +solution 88,96 O I-Process +of 97,99 O O +the 100,103 O O +equations 104,113 O O +governing 114,123 O O +atmospheric 124,135 O B-Process +motion 136,142 O I-Process +. 142,143 O O + +They 144,148 O O +tested 149,155 O O +the 156,159 O O +ARS(2,3,2 160,169 O B-Process +) 169,170 O I-Process +scheme 171,177 O I-Process +of 178,180 O O +Ascher 181,187 O O +et 188,190 O O +al 191,193 O O +. 193,194 O O + +[ 195,196 O O +1 196,197 O O +] 197,198 O O +and 199,202 O O +also 203,207 O O +suggested 208,217 O O +the 218,221 O O +less 222,226 O O +computationally 227,242 O O +expensive 243,252 O O +but 253,256 O O +nearly 257,263 O O +as 264,266 O O +accurate 267,275 O O +Strang 276,282 O B-Process +carryover 283,292 O I-Process +scheme 293,299 O I-Process +. 299,300 O O + +This 301,305 O O +involves 306,314 O O +Strang 315,321 O B-Process +splitting 322,331 O I-Process +but 332,335 O O +the 336,339 O O +first 340,345 O O +implicit 346,354 O O +stage 355,360 O O +is 361,363 O O +cleverly 364,372 O O +re 373,375 O O +- 375,376 O O +used 376,380 O O +from 381,385 O O +the 386,389 O O +final 390,395 O O +implicit 396,404 O O +stage 405,410 O O +of 411,413 O O +the 414,417 O O +previous 418,426 O O +time 427,431 O O +- 431,432 O O +step 432,436 O O + +and 437,440 O O +so 441,443 O O +there 444,449 O O +is 450,452 O O +only 453,457 O O +one 458,461 O O +implicit 462,470 O O +solution 471,479 O O +per 480,483 O O +time 484,488 O O +- 488,489 O O +step 489,493 O O +. 493,494 O O + +Another 495,502 O O +novel 503,508 O O +approach 509,517 O O +taken 518,523 O O +by 524,526 O O +Ullrich 527,534 O O +and 535,538 O O +Jablonowski 539,550 O O + +[ 551,552 O O +23 552,554 O O +] 554,555 O O +is 556,558 O O +to 559,561 O O +use 562,565 O O +a 566,567 O O +Rosenbrock 568,578 O B-Process +solution 579,587 O I-Process +in 588,590 O O +order 591,596 O O +to 597,599 O O +treat 600,605 O O +all 606,609 O O +of 610,612 O O +the 613,616 O O +vertical 617,625 O O +terms 626,631 O O +implicitly 632,642 O O +rather 643,649 O O +than 650,654 O O +just 655,659 O O +the 660,663 O O +terms 664,669 O O +involved 670,678 O O +in 679,681 O O +wave 682,686 O B-Process +propagation 687,698 O I-Process +. 698,699 O O + +A 700,701 O O +Rosenbrock 702,712 O B-Process +solution 713,721 O I-Process +is 722,724 O O +one 725,728 O B-Process +iteration 729,738 O I-Process +of 739,741 O I-Process +a 742,743 O I-Process +Newton 744,750 O I-Process +solver 751,757 O I-Process +. 757,758 O O + +This 759,763 O O +circumvents 764,775 O O +the 776,779 O O +time 780,784 O B-Process +- 784,785 O I-Process +step 785,789 O I-Process +restriction 790,801 O I-Process +associated 802,812 O O +with 813,817 O O +vertical 818,826 O B-Process +advection 827,836 O I-Process +at 837,839 O O +the 840,843 O O +cost 844,848 O O +of 849,851 O O +slowing 852,859 O B-Process +the 860,863 O I-Process +vertical 864,872 O I-Process +advection 873,882 O I-Process +. 882,883 O O + + +-DOCSTART- (S0021999113005603) + +After 0,5 O O +all 6,9 O O +micro 10,15 O O +elements 16,24 O O +reach 25,30 O O +a 31,32 O O +relaxed 33,40 O O +steady 41,47 O O +- 47,48 O O +state 48,53 O O +, 53,54 O O +measurements 55,67 O O +are 68,71 O O +obtained 72,80 O O +using 81,86 O O +a 87,88 O O +cumulative 89,99 O B-Process +averaging 100,109 O I-Process +technique 110,119 O I-Process +to 120,122 O O +reduce 123,129 O B-Task +noise 130,135 O I-Task +. 135,136 O O + +Each 137,141 O O +micro 142,147 O O +element 148,155 O O +is 156,158 O O +divided 159,166 O B-Process +into 167,171 O I-Process +spatially 172,181 O I-Process +- 181,182 O I-Process +oriented 182,190 O I-Process +bins 191,195 O I-Process +in 196,198 O O +the 199,202 O O +y 203,204 O O +- 204,205 O O +direction 205,214 O O +in 215,217 O O +order 218,223 O O +to 224,226 O O +resolve 227,234 O B-Process +the 235,238 O I-Process +velocity 239,247 O I-Process +and 248,251 O I-Process +shear 252,257 O I-Process +- 257,258 O I-Process +stress 258,264 O I-Process +profiles 265,273 O I-Process +. 273,274 O O + +Velocity 275,283 O O +in 284,286 O O +each 287,291 O O +bin 292,295 O O +is 296,298 O O +measured 299,307 O O +using 308,313 O O +the 314,317 O O +Cumulative 318,328 O B-Process +Averaging 329,338 O I-Process +Method 339,345 O I-Process +( 346,347 O O +CAM 347,350 O B-Process +) 350,351 O O +[ 352,353 O O +24 353,355 O O +] 355,356 O O +, 356,357 O O +while 358,363 O O +the 364,367 O O +stress 368,374 O B-Process +tensor 375,381 O I-Process +field 382,387 O I-Process +is 388,390 O O +measured 391,399 O O +using 400,405 O O +the 406,409 O O +Irving 410,416 O O +– 416,417 O O + +Kirkwood 417,425 O O +relationship 426,438 O O +[ 439,440 O O +25 440,442 O O +] 442,443 O O +. 443,444 O O + +A 445,446 O O +least 447,452 O B-Process +- 452,453 O I-Process +squares 453,460 O I-Process +polynomial 461,471 O I-Process +fit 472,475 O I-Process +to 476,478 O O +the 479,482 O O +data 483,487 O O +is 488,490 O O +performed 491,500 O O +, 500,501 O O +which 502,507 O O +helps 508,513 O O +reduce 514,520 O B-Task +noise 521,526 O I-Task +further 527,534 O O +. 534,535 O O + +The 536,539 O O +fit 540,543 O O +produces 544,552 O O +a 553,554 O O +continuous 555,565 O B-Process +function 566,574 O I-Process +that 575,579 O O +avoids 580,586 O O +stability 587,596 O B-Process +issues 597,603 O I-Process +arising 604,611 O O +from 612,616 O O +supplying 617,626 O B-Process +highly 627,633 O I-Process +fluctuating 634,645 O I-Process +data 646,650 O I-Process +to 651,653 O I-Process +the 654,657 O I-Process +macro 658,663 O I-Process +solver 664,670 O I-Process +. 670,671 O O + +A 672,673 O O +least 674,679 O B-Process +- 679,680 O I-Process +squares 680,687 O I-Process +fit 688,691 O I-Process +is 692,694 O O +applied 695,702 O O +to 703,705 O O +an 706,708 O O +Nth 709,712 O B-Material +order 713,718 O I-Material +polynomial 719,729 O I-Material +for 730,733 O O +the 734,737 O O +velocity 738,746 O O +profile 747,754 O O +in 755,757 O O +the 758,761 O O +core 762,766 O O +region 767,773 O O +, 773,774 O O +and 775,778 O O +an 779,781 O O +Mth 782,785 O B-Material +order 786,791 O I-Material +polynomial 792,802 O I-Material +for 803,806 O O +the 807,810 O O +velocity 811,819 O O +profile 820,827 O O +in 828,830 O O +the 831,834 O O +constrained 835,846 O O +region:(16)〈ui 847,861 O O +, 861,862 O O +core〉=∑k=1Nbk 862,875 O O +, 875,876 O O +iyi′(N−k),for 876,889 O O +0⩽yi′⩽hcore 890,901 O O +, 901,902 O O +and(17)〈ui 903,913 O O +, 913,914 O O +cs〉=∑k=1Mck 914,925 O O +, 925,926 O O + +iyi″(M−k),for 926,939 O O + +0⩽yi″⩽hcs 940,949 O O +, 949,950 O O +where 951,956 O O +bk 957,959 O O +, 959,960 O O +i 960,961 O O +and 962,965 O O +ck 966,968 O O +, 968,969 O O +i 969,970 O O +are 971,974 O O +the 975,978 O O +coefficients 979,991 O O +of 992,994 O O +the 995,998 O O +polynomials 999,1010 O B-Material +used 1011,1015 O O +in 1016,1018 O O +the 1019,1022 O O +core 1023,1027 O O +micro 1028,1033 O O +region 1034,1040 O O +and 1041,1044 O O +constrained 1045,1056 O O +region 1057,1063 O O +respectively 1064,1076 O O +. 1076,1077 O O + +An 1078,1080 O O +estimate 1081,1089 O O +of 1090,1092 O O +the 1093,1096 O O +new 1097,1100 O B-Material +slip 1101,1105 O I-Material +velocity 1106,1114 O I-Material +uB 1115,1117 O O +for 1118,1121 O O +input 1122,1127 O O +to 1128,1130 O O +the 1131,1134 O O +macro 1135,1140 O B-Material +solution 1141,1149 O I-Material +( 1150,1151 O O +6 1151,1152 O O +) 1152,1153 O O +is 1154,1156 O O +taken 1157,1162 O O +directly 1163,1171 O O +from 1172,1176 O O +the 1177,1180 O O +compressed 1181,1191 O B-Material +wall 1192,1196 O I-Material +micro 1197,1202 O I-Material +- 1202,1203 O I-Material +element 1203,1210 O I-Material +solution 1211,1219 O I-Material +( 1220,1221 O O +16 1221,1223 O O +) 1223,1224 O O +, 1224,1225 O O +at 1226,1228 O O +yi′=0 1229,1234 O O +. 1234,1235 O O + + +-DOCSTART- (S0021999113005652) + +It 0,2 O O +is 3,5 O O +interesting 6,17 O O +to 18,20 O O +quantify 21,29 O B-Task +the 30,33 O I-Task +effects 34,41 O I-Task +of 42,44 O I-Task +the 45,48 O I-Task +Schmidt 49,56 O I-Task +number 57,63 O I-Task +and 64,67 O I-Task +the 68,71 O I-Task +chemical 72,80 O I-Task +reaction 81,89 O I-Task +rate 90,94 O I-Task +on 95,97 O O +the 98,101 O O +bulk 102,106 O B-Material +- 106,107 O I-Material +mean 107,111 O I-Material +concentration 112,125 O I-Material +of 126,128 O I-Material +B 129,130 O I-Material +in 131,133 O O +water 134,139 O O +. 139,140 O O + +The 141,144 O O +data 145,149 O O +could 150,155 O O +present 156,163 O O +important 164,173 O O +information 174,185 O O +on 186,188 O O +evaluating 189,199 O O +the 200,203 O O +environmental 204,217 O O +impacts 218,225 O O +of 226,228 O O +the 229,232 O O +degradation 233,244 O B-Material +product 245,252 O I-Material +of 253,255 O O +B 256,257 O O +, 257,258 O O +as 259,261 O O +well 262,266 O O +as 267,269 O O +acidification 270,283 O B-Process +of 284,286 O I-Process +water 287,292 O I-Process +by 293,295 O O +the 296,299 O O +chemical 300,308 O B-Process +reaction 309,317 O I-Process +. 317,318 O O + +Here 319,323 O O +, 323,324 O O +the 325,328 O O +bulk 329,333 O B-Material +- 333,334 O I-Material +mean 334,338 O I-Material +concentration 339,352 O I-Material +of 353,355 O I-Material +B 356,357 O I-Material +is 358,360 O O +defined 361,368 O O +by(24)CB⁎¯=∫01〈CB⁎〉(z⁎)dz⁎ 369,395 O O +Fig 396,399 O O +. 399,400 O O + +15 401,403 O O +depicts 404,411 O O +the 412,415 O O +effect 416,422 O O +of 423,425 O O +the 426,429 O O +Schmidt 430,437 O B-Material +and 438,441 O O +the 442,445 O O +chemical 446,454 O B-Process +reaction 455,463 O I-Process +rate 464,468 O I-Process +on 469,471 O O +the 472,475 O O +bulk 476,480 O B-Material +- 480,481 O I-Material +mean 481,485 O I-Material +concentration 486,499 O I-Material +CB⁎¯. 500,505 O I-Material + +It 506,508 O O +is 509,511 O O +worth 512,517 O O +to 518,520 O O +mention 521,528 O O +here 529,533 O O +that 534,538 O O +the 539,542 O O +bulk 543,547 O B-Material +- 547,548 O I-Material +mean 548,552 O I-Material +concentration 553,566 O I-Material +of 567,569 O I-Material +B 570,571 O I-Material +reaches 572,579 O O +approximately 580,593 O O +0.6 594,597 O O +as 598,600 O O +the 601,604 O O +chemical 605,613 O B-Process +reaction 614,622 O I-Process +rate 623,627 O I-Process +and 628,631 O O +the 632,635 O O +Schmidt 636,643 O B-Material +number 644,650 O I-Material +increase 651,659 O O +to 660,662 O O +infinite 663,671 O O +, 671,672 O O +and 673,676 O O +the 677,680 O O +concentration 681,694 O O +is 695,697 O O +smaller 698,705 O O +than 706,710 O O +the 711,714 O O +equilibrium 715,726 O B-Material +concentration 727,740 O I-Material +of 741,743 O I-Material +A 744,745 O I-Material +at 746,748 O O +the 749,752 O O +interface 753,762 O O +. 762,763 O O + +This 764,768 O O +figure 769,775 O O +indicates 776,785 O O +that 786,790 O O +progress 791,799 O O +of 800,802 O O +the 803,806 O O +chemical 807,815 O B-Process +reaction 816,824 O I-Process +is 825,827 O O +somewhat 828,836 O O +interfered 837,847 O O +by 848,850 O O +turbulent 851,860 O B-Process +mixing 861,867 O I-Process +in 868,870 O O +water 871,876 O O +, 876,877 O O +and 878,881 O O +the 882,885 O O +efficiency 886,896 O O +of 897,899 O O +the 900,903 O O +chemical 904,912 O O +reaction 913,921 O O +is 922,924 O O +up 925,927 O O +to 928,930 O O +approximately 931,944 O O +60 945,947 O O +% 947,948 O O +. 948,949 O O + +The 950,953 O O +efficiency 954,964 O O +of 965,967 O O +the 968,971 O O +chemical 972,980 O B-Process +reaction 981,989 O I-Process +in 990,992 O O +water 993,998 O O +will 999,1003 O O +be 1004,1006 O O +a 1007,1008 O O +function 1009,1017 O O +of 1018,1020 O O +the 1021,1024 O O +Reynolds 1025,1033 O B-Material +number 1034,1040 O I-Material +of 1041,1043 O O +the 1044,1047 O O +water 1048,1053 O O +flow 1054,1058 O O +, 1058,1059 O O +and 1060,1063 O O +the 1064,1067 O O +efficiency 1068,1078 O O +could 1079,1084 O O +increase 1085,1093 O O +as 1094,1096 O O +the 1097,1100 O O +Reynolds 1101,1109 O B-Material +number 1110,1116 O I-Material +increases 1117,1126 O O +. 1126,1127 O O + +We 1128,1130 O O +need 1131,1135 O O +an 1136,1138 O O +extensive 1139,1148 O O +investigation 1149,1162 O O +on 1163,1165 O O +the 1166,1169 O O +efficiency 1170,1180 O O +of 1181,1183 O O +the 1184,1187 O O +aquarium 1188,1196 O B-Process +chemical 1197,1205 O I-Process +reaction 1206,1214 O I-Process +in 1215,1217 O O +the 1218,1221 O O +near 1222,1226 O O +future 1227,1233 O O +to 1234,1236 O O +extend 1237,1243 O O +the 1244,1247 O O +results 1248,1255 O O +of 1256,1258 O O +this 1259,1263 O O +study 1264,1269 O O +further 1270,1277 O O +to 1278,1280 O O +establish 1281,1290 O O +practical 1291,1300 O B-Process +modelling 1301,1310 O I-Process +for 1311,1314 O O +the 1315,1318 O O +gas 1319,1322 O B-Process +exchange 1323,1331 O I-Process +between 1332,1339 O O +air 1340,1343 O O +and 1344,1347 O O +water 1348,1353 O O +. 1353,1354 O O + + +-DOCSTART- (S0021999113005718) + +Numerical 0,9 O B-Task +simulation 10,20 O I-Task +of 21,23 O O +the 24,27 O O +gas 28,31 O B-Process +flow 32,36 O I-Process +through 37,44 O O +such 45,49 O O +non 50,53 O O +- 53,54 O O +trivial 54,61 O O +internal 62,70 O O +geometries 71,81 O O +is 82,84 O O +, 84,85 O O +however 86,93 O O +, 93,94 O O +extremely 95,104 O O +challenging 105,116 O O +. 116,117 O O + +This 118,122 O O +is 123,125 O O +because 126,133 O O +conventional 134,146 O B-Process +continuum 147,156 O I-Process +fluid 157,162 O I-Process +dynamics 163,171 O I-Process +, 171,172 O O +which 173,178 O O +assumes 179,186 O O +that 187,191 O O +locally 192,199 O O +a 200,201 O O +gas 202,205 O O +is 206,208 O O +close 209,214 O O +to 215,217 O O +a 218,219 O O +state 220,225 O O +of 226,228 O O +thermodynamic 229,242 O B-Process +equilibrium 243,254 O I-Process +, 254,255 O O +becomes 256,263 O O +invalid 264,271 O O +or 272,274 O O +inaccurate 275,285 O O +as 286,288 O O +the 289,292 O O +smallest 293,301 O O +characteristic 302,316 O O +scale 317,322 O O +of 323,325 O O +the 326,329 O O +geometry 330,338 O O +( 339,340 O O +e.g. 340,344 O O +the 345,348 O O +channel 349,356 O B-Material +height 357,363 O I-Material +) 363,364 O O +approaches 365,375 O O +the 376,379 O O +mean 380,384 O O +distance 385,393 O O +between 394,401 O O +molecular 402,411 O B-Process +collisions 412,422 O I-Process +, 422,423 O O +λ 424,425 O O +[ 426,427 O O +1 427,428 O O +] 428,429 O O +. 429,430 O O + +An 431,433 O O +accurate 434,442 O B-Process +and 443,446 O I-Process +flexible 447,455 O I-Process +modelling 456,465 O I-Process +alternative 466,477 O I-Process +for 478,481 O O +these 482,487 O O +cases 488,493 O O +is 494,496 O O +the 497,500 O O +direct 501,507 O B-Process +simulation 508,518 O I-Process +Monte 519,524 O I-Process +Carlo 525,530 O I-Process +method 531,537 O I-Process +( 538,539 O O +DSMC 539,543 O B-Process +) 543,544 O O +[ 545,546 O O +2 546,547 O O +] 547,548 O O +. 548,549 O O + +However 550,557 O O +, 557,558 O O +DSMC 559,563 O B-Process +can 564,567 O O +be 568,570 O O +prohibitively 571,584 O O +expensive 585,594 O O +for 595,598 O O +internal 599,607 O B-Process +- 607,608 O I-Process +flow 608,612 O I-Process +applications 613,625 O I-Process +, 625,626 O O +which 627,632 O O +typically 633,642 O O +have 643,647 O O +a 648,649 O O +geometry 650,658 O O +of 659,661 O O +high 662,666 O B-Material +- 666,667 O I-Material +aspect 667,673 O I-Material +ratio 674,679 O I-Material +( 680,681 O O +i.e. 681,685 O O +are 686,689 O O +extremely 690,699 O O +long 700,704 O O +, 704,705 O O +relative 706,714 O O +to 715,717 O O +their 718,723 O O +cross 724,729 O O +- 729,730 O O +section 730,737 O O +) 737,738 O O +. 738,739 O O + +The 740,743 O O +high 744,748 O B-Material +- 748,749 O I-Material +aspect 749,755 O I-Material +ratio 756,761 O I-Material +creates 762,769 O O +a 770,771 O O +formidable 772,782 O O +multiscale 783,793 O B-Task +problem 794,801 O I-Task +: 801,802 O O +processes 803,812 O O +need 813,817 O O +to 818,820 O O +be 821,823 O O +resolved 824,832 O O +occurring 833,842 O O +over 843,847 O O +the 848,851 O O +smallest 852,860 O O +characteristic 861,875 O O +scale 876,881 O O +of 882,884 O O +the 885,888 O O +geometry 889,897 O O +( 898,899 O O +e.g. 899,903 O O +a 904,905 O O +channelʼs 906,915 O O +height 916,922 O O +) 922,923 O O +, 923,924 O O +as 925,927 O O +well 928,932 O O +as 933,935 O O +over 936,940 O O +the 941,944 O O +largest 945,952 O O +characteristic 953,967 O O +scale 968,973 O O +of 974,976 O O +the 977,980 O O +geometry 981,989 O O +( 990,991 O O +e.g. 991,995 O O +the 996,999 O O +length 1000,1006 O O +of 1007,1009 O O +a 1010,1011 O O +long 1012,1016 O B-Process +channel 1017,1024 O I-Process +network 1025,1032 O I-Process +) 1032,1033 O O +, 1033,1034 O O +simultaneously 1035,1049 O O +. 1049,1050 O O + + +-DOCSTART- (S0021999113006955) + +The 0,3 O O +test 4,8 O O +cases 9,14 O O +confirm 15,22 O O +that 23,27 O O +the 28,31 O O +high 32,36 O B-Process +- 36,37 O I-Process +order 37,42 O I-Process +discretisation 43,57 O I-Process +retains 58,65 O O +exponential 66,77 O B-Process +convergence 78,89 O I-Process +properties 90,100 O I-Process +with 101,105 O O +increasing 106,116 O O +geometric 117,126 O O +and 127,130 O O +expansion 131,140 O O +polynomial 141,151 O O +order 152,157 O O +if 158,160 O O +both 161,165 O O +the 166,169 O O +solution 170,178 O B-Material +and 179,182 O O +true 183,187 O B-Material +surface 188,195 O I-Material +are 196,199 O O +smooth 200,206 O O +. 206,207 O O + +Errors 208,214 O O +are 215,218 O O +found 219,224 O O +to 225,227 O O +saturate 228,236 O O +when 237,241 O O +the 242,245 O O +geometric 246,255 O O +errors 256,262 O O +, 262,263 O O +due 264,267 O O +to 268,270 O O +the 271,274 O O +parametrisation 275,290 O B-Process +of 291,293 O I-Process +the 294,297 O I-Process +surface 298,305 O I-Process +elements 306,314 O I-Process +, 314,315 O O +begin 316,321 O O +to 322,324 O O +dominate 325,333 O O +the 334,337 O O +temporal 338,346 O O +and 347,350 O O +spatial 351,358 O O +discretisation 359,373 O O +errors 374,380 O O +. 380,381 O O + +For 382,385 O O +the 386,389 O O +smooth 390,396 O B-Material +solutions 397,406 O I-Material +considered 407,417 O O +as 418,420 O O +test 421,425 O O +cases 426,431 O O +, 431,432 O O +the 433,436 O O +results 437,444 O O +show 445,449 O O +that 450,454 O O +this 455,459 O O +dominance 460,469 O O +of 470,472 O O +geometric 473,482 O O +errors 483,489 O O +quickly 490,497 O O +limits 498,504 O O +the 505,508 O O +effectiveness 509,522 O O +of 523,525 O O +further 526,533 O O +increases 534,543 O O +in 544,546 O O +the 547,550 O O +number 551,557 O O +of 558,560 O O +degrees 561,568 O O +of 569,571 O O +freedom 572,579 O O +, 579,580 O O +either 581,587 O O +through 588,595 O O +mesh 596,600 O B-Process +refinement 601,611 O I-Process +or 612,614 O O +higher 615,621 O B-Process +solution 622,630 O I-Process +polynomial 631,641 O I-Process +orders 642,648 O I-Process +. 648,649 O O + +Increasing 650,660 O O +the 661,664 O O +order 665,670 O O +of 671,673 O O +the 674,677 O O +geometry 678,686 O B-Process +parametrisation 687,702 O I-Process +reduces 703,710 O O +the 711,714 O O +geometric 715,724 O B-Process +error 725,730 O I-Process +. 730,731 O O + +The 732,735 O O +analytic 736,744 O B-Task +test 745,749 O I-Task +cases 750,755 O I-Task +presented 756,765 O O +here 766,770 O O +use 771,774 O O +a 775,776 O O +coarse 777,783 O B-Material +curvilinear 784,795 O I-Material +mesh 796,800 O I-Material +; 800,801 O O +for 802,805 O O +applications 806,818 O O +, 818,819 O O +meshes 820,826 O B-Material +are 827,830 O O +typically 831,840 O O +more 841,845 O O +refined 846,853 O O +in 854,856 O O +order 857,862 O O +to 863,865 O O +capture 866,873 O B-Process +features 874,882 O I-Process +in 883,885 O I-Process +the 886,889 O I-Process +solution 890,898 O I-Process +and 899,902 O O +so 903,905 O O +will 906,910 O O +better 911,917 O O +capture 918,925 O B-Process +the 926,929 O I-Process +geometry 930,938 O I-Process +and 939,942 O O +consequently 943,955 O O +reduce 956,962 O B-Process +this 963,967 O I-Process +lower 968,973 O I-Process +bound 974,979 O I-Process +on 980,982 O O +the 983,986 O O +solution 987,995 O B-Material +error 996,1001 O O +. 1001,1002 O O + +If 1003,1005 O O +the 1006,1009 O O +solution 1010,1018 O B-Material +is 1019,1021 O O +not 1022,1025 O O +smooth 1026,1032 O O +, 1032,1033 O O +we 1034,1036 O O +do 1037,1039 O O +not 1040,1043 O O +expect 1044,1050 O O +to 1051,1053 O O +see 1054,1057 O O +rapid 1058,1063 O O +convergence 1064,1075 O O +. 1075,1076 O O + +In 1077,1079 O O +the 1080,1083 O O +case 1084,1088 O O +that 1089,1093 O O +the 1094,1097 O O +solution 1098,1106 O B-Material +is 1107,1109 O O +smooth 1110,1116 O O +, 1116,1117 O O +but 1118,1121 O O +the 1122,1125 O O +true 1126,1130 O B-Material +surface 1131,1138 O I-Material +is 1139,1141 O O +not 1142,1145 O O +, 1145,1146 O O +then 1147,1151 O O +exponential 1152,1163 O B-Process +convergence 1164,1175 O I-Process +with 1176,1180 O O +P 1181,1182 O B-Material +and 1183,1186 O O +Pg 1187,1189 O B-Material +can 1190,1193 O O +only 1194,1198 O O +be 1199,1201 O O +achieved 1202,1210 O O +if 1211,1213 O O +, 1213,1214 O O +and 1215,1218 O O +only 1219,1223 O O +if 1224,1226 O O +, 1226,1227 O O +the 1228,1231 O O +discontinuities 1232,1247 O B-Process +are 1248,1251 O I-Process +aligned 1252,1259 O I-Process +with 1260,1264 O I-Process +element 1265,1272 O I-Process +boundaries 1273,1283 O I-Process +. 1283,1284 O O + +However 1285,1292 O O +, 1292,1293 O O +if 1294,1296 O O +discontinuities 1297,1312 O O +lie 1313,1316 O O +within 1317,1323 O O +an 1324,1326 O O +element 1327,1334 O B-Material +, 1334,1335 O O +convergence 1336,1347 O O +will 1348,1352 O O +be 1353,1355 O O +limited 1356,1363 O O +by 1364,1366 O O +the 1367,1370 O O +geometric 1371,1380 O B-Process +approximation 1381,1394 O I-Process +, 1394,1395 O O +since 1396,1401 O O +the 1402,1405 O O +true 1406,1410 O B-Material +surface 1411,1418 O I-Material +can 1419,1422 O O +not 1422,1425 O O +be 1426,1428 O O +captured 1429,1437 O O +. 1437,1438 O O + +In 1439,1441 O O +the 1442,1445 O O +cardiac 1446,1453 O B-Task +problem 1454,1461 O I-Task +, 1461,1462 O O +we 1463,1465 O O +consider 1466,1474 O O +both 1475,1479 O O +the 1480,1483 O O +true 1484,1488 O B-Material +surface 1489,1496 O I-Material +and 1497,1500 O O +solution 1501,1509 O B-Material +to 1510,1512 O O +be 1513,1515 O O +smooth 1516,1522 O O +. 1522,1523 O O + + +-DOCSTART- (S0021999116303291) + +DPD 0,3 O B-Process +was 4,7 O O +first 8,13 O O +proposed 14,22 O O +in 23,25 O O +order 26,31 O O +to 32,34 O O +recover 35,42 O O +the 43,46 O O +properties 47,57 O O +of 58,60 O O +isotropy 61,69 O B-Process +( 70,71 O O +and 71,74 O O +Galilean 75,83 O B-Process +invariance 84,94 O I-Process +) 94,95 O O +that 96,100 O O +were 101,105 O O +broken 106,112 O O +in 113,115 O O +the 116,119 O O +so 120,122 O O +- 122,123 O O +called 123,129 O O +lattice 130,137 O B-Process +- 137,138 O I-Process +gas 138,141 O I-Process +automata 142,150 O I-Process +method 151,157 O O +[ 158,159 O O +5 159,160 O O +] 160,161 O O +. 161,162 O O + +In 163,165 O O +DPD 166,169 O B-Process +, 169,170 O O +each 171,175 O O +body 176,180 O O +is 181,183 O O +regarded 184,192 O O +as 193,195 O O +a 196,197 O O +coarse 198,204 O B-Material +- 204,205 O I-Material +grained 205,212 O I-Material +particle 213,221 O I-Material +. 221,222 O O + +These 223,228 O O +particles 229,238 O B-Material +interact 239,247 O O +in 248,250 O O +a 251,252 O O +soft 253,257 O O +( 258,259 O O +and 259,262 O O +short 263,268 O O +- 268,269 O O +ranged 269,275 O O +) 275,276 O O +potential 277,286 O O +, 286,287 O O +allowing 288,296 O O +larger 297,303 O O +integration 304,315 O O +timesteps 316,325 O O +than 326,330 O O +would 331,336 O O +be 337,339 O O +possible 340,348 O O +in 349,351 O O +MD 352,354 O B-Process +, 354,355 O O +while 356,361 O O +simultaneously 362,376 O O +decreasing 377,387 O O +the 388,391 O O +number 392,398 O O +of 399,401 O O +degrees 402,409 O O +of 410,412 O O +freedom 413,420 O O +required 421,429 O O +. 429,430 O O + +As 431,433 O O +in 434,436 O O +Langevin 437,445 O B-Process +dynamics 446,454 O I-Process +, 454,455 O O +a 456,457 O O +thermostat 458,468 O B-Process +consisting 469,479 O O +of 480,482 O O +well 483,487 O O +- 487,488 O O +balanced 488,496 O O +damping 497,504 O O +and 505,508 O O +stochastic 509,519 O O +terms 520,525 O O +is 526,528 O O +applied 529,536 O O +to 537,539 O O +each 540,544 O O +particle 545,553 O O +. 553,554 O O + +However 555,562 O O +, 562,563 O O +unlike 564,570 O O +in 571,573 O O +Langevin 574,582 O B-Process +dynamics 583,591 O I-Process +, 591,592 O O +both 593,597 O O +terms 598,603 O O +are 604,607 O O +pairwise 608,616 O O +and 617,620 O O +the 621,624 O O +damping 625,632 O O +term 633,637 O O +is 638,640 O O +based 641,646 O O +on 647,649 O O +relative 650,658 O O +velocities 659,669 O O +, 669,670 O O +leading 671,678 O O +to 679,681 O O +the 682,685 O O +conservation 686,698 O O +of 699,701 O O +both 702,706 O O +the 707,710 O O +angular 711,718 O B-Process +momentum 719,727 O I-Process +and 728,731 O O +the 732,735 O O +linear 736,742 O B-Process +momentum 743,751 O I-Process +. 751,752 O O + +The 753,756 O O +property 757,765 O O +of 766,768 O O +Galilean 769,777 O B-Process +invariance 778,788 O I-Process +( 789,790 O O +i.e. 790,794 O O +, 794,795 O O +the 796,799 O O +dependence 800,810 O B-Process +on 811,813 O I-Process +the 814,817 O I-Process +relative 818,826 O I-Process +velocity 827,835 O I-Process +) 835,836 O O +makes 837,842 O O +DPD 843,846 O B-Process +a 847,848 O O +profile 849,856 O B-Process +- 856,857 O I-Process +unbiased 857,865 O I-Process +thermostat 866,876 O I-Process +( 877,878 O O +PUT 878,881 O B-Process +) 881,882 O O +[ 883,884 O O +6,7 884,887 O O +] 887,888 O O +by 889,891 O O +construction 892,904 O O +and 905,908 O O +thus 909,913 O O +it 914,916 O O +is 917,919 O O +an 920,922 O O +ideal 923,928 O O +thermostat 929,939 O O +for 940,943 O O +nonequilibrium 944,958 O B-Task +molecular 959,968 O I-Task +dynamics 969,977 O I-Task +( 978,979 O I-Task +NEMD 979,983 O I-Task +) 983,984 O I-Task +[ 985,986 O O +8 986,987 O O +] 987,988 O O +. 988,989 O O + +The 990,993 O O +momentum 994,1002 O O +is 1003,1005 O O +expected 1006,1014 O O +to 1015,1017 O O +propagate 1018,1027 O O +locally 1028,1035 O O +( 1036,1037 O O +while 1037,1042 O O +global 1043,1049 O O +momentum 1050,1058 O O +is 1059,1061 O O +conserved 1062,1071 O O +) 1071,1072 O O +and 1073,1076 O O +thus 1077,1081 O O +the 1082,1085 O O +correct 1086,1093 O O +hydrodynamics 1094,1107 O O +is 1108,1110 O O +expected 1111,1119 O O +in 1120,1122 O O +DPD 1123,1126 O B-Process +[ 1127,1128 O O +8 1128,1129 O O +] 1129,1130 O O +, 1130,1131 O O +as 1132,1134 O O +demonstrated 1135,1147 O O +previously 1148,1158 O O +in 1159,1161 O O +[ 1162,1163 O O +9 1163,1164 O O +] 1164,1165 O O +. 1165,1166 O O + +Due 1167,1170 O O +to 1171,1173 O O +the 1174,1177 O O +aforementioned 1178,1192 O O +properties 1193,1203 O O +, 1203,1204 O O +DPD 1205,1208 O B-Process +has 1209,1212 O O +been 1213,1217 O O +widely 1218,1224 O O +used 1225,1229 O O +to 1230,1232 O O +recover 1233,1240 O B-Task +thermodynamic 1241,1254 O I-Task +, 1254,1255 O I-Task +dynamical 1256,1265 O I-Task +, 1265,1266 O I-Task +and 1267,1270 O I-Task +rheological 1271,1282 O I-Task +properties 1283,1293 O I-Task +of 1294,1296 O O +complex 1297,1304 O B-Material +fluids 1305,1311 O I-Material +, 1311,1312 O O +with 1313,1317 O O +applications 1318,1330 O O +in 1331,1333 O O +polymer 1334,1341 O B-Material +solutions 1342,1351 O I-Material +[ 1352,1353 O O +10 1353,1355 O O +] 1355,1356 O O +, 1356,1357 O O +colloidal 1358,1367 O B-Material +suspensions 1368,1379 O I-Material +[ 1380,1381 O O +11 1381,1383 O O +] 1383,1384 O O +, 1384,1385 O O +multiphase 1386,1396 O B-Material +flows 1397,1402 O I-Material +[ 1403,1404 O O +12 1404,1406 O O +] 1406,1407 O O +, 1407,1408 O O +and 1409,1412 O O +biological 1413,1423 O B-Material +systems 1424,1431 O I-Material +[ 1432,1433 O O +13 1433,1435 O O +] 1435,1436 O O +. 1436,1437 O O + +DPD 1438,1441 O B-Process +has 1442,1445 O O +been 1446,1450 O O +compared 1451,1459 O O +with 1460,1464 O O +Langevin 1465,1473 O B-Process +dynamics 1474,1482 O I-Process +for 1483,1486 O O +out 1487,1490 O O +- 1490,1491 O O +of 1491,1493 O O +- 1493,1494 O O +equilibrium 1494,1505 O O +simulations 1506,1517 O O +of 1518,1520 O O +polymeric 1521,1530 O B-Process +systems 1531,1538 O I-Process +in 1539,1541 O O +[ 1542,1543 O O +14 1543,1545 O O +] 1545,1546 O O +, 1546,1547 O O +where 1548,1553 O O +as 1554,1556 O O +expected 1557,1565 O O +the 1566,1569 O O +correct 1570,1577 O O +dynamic 1578,1585 O B-Process +fluctuations 1586,1598 O I-Process +of 1599,1601 O O +the 1602,1605 O O +polymers 1606,1614 O B-Material +were 1615,1619 O O +obtained 1620,1628 O O +with 1629,1633 O O +the 1634,1637 O O +former 1638,1644 O O +but 1645,1648 O O +not 1649,1652 O O +with 1653,1657 O O +the 1658,1661 O O +latter 1662,1668 O O +. 1668,1669 O O + + +-DOCSTART- (S0032386107010518) + +Copper 0,6 O B-Material +- 6,7 O I-Material +catalyzed 7,16 O I-Material +Huisgen 17,24 O I-Material +cycloadditions 25,39 O I-Material +have 40,44 O O +been 45,49 O O +recently 50,58 O O +extensively 59,70 O O +studied 71,78 O O +by 79,81 O O +polymer 82,89 O O +chemists 90,98 O O +for 99,102 O O +the 103,106 O O +synthesis 107,116 O B-Task +of 117,119 O I-Task +functional 120,130 O I-Task +polymers 131,139 O I-Task +( 140,141 O O +either 141,147 O O +end 148,151 O O +- 151,152 O O +functional 152,162 O O +or 163,165 O O +side 166,170 O O +- 170,171 O O +functional 171,181 O O +) 181,182 O O +. 182,183 O O + +The 184,187 O O +post 188,192 O O +- 192,193 O O +functionalization 193,210 O O +of 211,213 O O +synthetic 214,223 O B-Material +polymers 224,232 O I-Material +is 233,235 O O +an 236,238 O O +important 239,248 O O +feature 249,256 O O +of 257,259 O O +macromolecular 260,274 O B-Task +engineering 275,286 O I-Task +as 287,289 O O +many 290,294 O O +polymerization 295,309 O B-Process +mechanisms 310,320 O O +are 321,324 O O +rather 325,331 O O +sensitive 332,341 O O +to 342,344 O O +the 345,348 O O +presence 349,357 O O +of 358,360 O O +bulky 361,366 O O +or 367,369 O O +functional 370,380 O O +groups 381,387 O O +. 387,388 O O + +For 389,392 O O +example 393,400 O O +, 400,401 O O +a 402,403 O O +wide 404,408 O O +variety 409,416 O O +of 417,419 O O +telechelic 420,430 O B-Material +polymers 431,439 O I-Material +( 440,441 O O +i.e. 441,445 O O +polymers 446,454 O B-Material +with 455,459 O I-Material +defined 460,467 O I-Material +chain 468,473 O I-Material +- 473,474 O I-Material +ends 474,478 O I-Material +) 478,479 O O +can 480,483 O O +be 484,486 O O +efficiently 487,498 O O +prepared 499,507 O O +using 508,513 O O +a 514,515 O O +combination 516,527 O O +of 528,530 O O +atom 531,535 O B-Process +transfer 536,544 O I-Process +radical 545,552 O I-Process +polymerization 553,567 O I-Process +( 568,569 O O +ATRP 569,573 O B-Process +) 573,574 O O +and 575,578 O O +CuAAC 579,584 O B-Process +. 584,585 O O + +This 586,590 O O +strategy 591,599 O O +was 600,603 O O +independently 604,617 O O +reported 618,626 O O +in 627,629 O O +early 630,635 O O +2005 636,640 O O +by 641,643 O O +van 644,647 O O +Hest 648,652 O O +and 653,656 O O +Opsteen 657,664 O O + +[ 665,666 O O +31 666,668 O O +] 668,669 O O +, 669,670 O O +Lutz 671,675 O O +et 676,678 O O +al 679,681 O O +. 681,682 O O + +[ 683,684 O O +32 684,686 O O +] 686,687 O O +, 687,688 O O +and 689,692 O O +Matyjaszewski 693,706 O O +et 707,709 O O +al 710,712 O O +. 712,713 O O + +[ 714,715 O O +33 715,717 O O +] 717,718 O O +. 718,719 O O + +Such 720,724 O O +step 725,729 O O +was 730,733 O O +important 734,743 O O +since 744,749 O O +ATRP 750,754 O B-Process +is 755,757 O O +a 758,759 O O +very 760,764 O O +popular 765,772 O O +polymerization 773,787 O B-Process +method 788,794 O O +in 795,797 O O +modern 798,804 O O +materials 805,814 O O +science 815,822 O O +[ 823,824 O O +34,35 824,829 O O +] 829,830 O O +. 830,831 O O + +Indeed 832,838 O O +, 838,839 O O +ATRP 840,844 O B-Process +is 845,847 O O +a 848,849 O O +facile 850,856 O O +technique 857,866 O O +, 866,867 O O +which 868,873 O O +allows 874,880 O O +the 881,884 O O +preparation 885,896 O B-Process +of 897,899 O I-Process +well 900,904 O I-Process +- 904,905 O I-Process +defined 905,912 O I-Process +polymers 913,921 O I-Process +with 922,926 O O +narrow 927,933 O O +molecular 934,943 O O +weight 944,950 O O +distribution 951,963 O O +, 963,964 O O +predictable 965,976 O O +chain 977,982 O O +length 983,989 O O +, 989,990 O O +controlled 991,1001 O O +microstructure 1002,1016 O O +, 1016,1017 O O +defined 1018,1025 O O +chain 1026,1031 O O +- 1031,1032 O O +ends 1032,1036 O O +and 1037,1040 O O +controlled 1041,1051 O O +architecture 1052,1064 O O +[ 1065,1066 O O +36–41 1066,1071 O O +] 1071,1072 O O +. 1072,1073 O O + +However 1074,1081 O O +, 1081,1082 O O +the 1083,1086 O O +range 1087,1092 O O +of 1093,1095 O O +possibilities 1096,1109 O O +of 1110,1112 O O +ATRP 1113,1117 O B-Process +can 1118,1121 O O +be 1122,1124 O O +further 1125,1132 O O +broadened 1133,1142 O O +by 1143,1145 O O +CuAAC 1146,1151 O B-Process +. 1151,1152 O O + +For 1153,1156 O O +instance 1157,1165 O O +, 1165,1166 O O +the 1167,1170 O O +ω-bromine 1171,1180 O B-Material +chain 1181,1186 O I-Material +- 1186,1187 O I-Material +ends 1187,1191 O I-Material +of 1192,1194 O I-Material +polymers 1195,1203 O I-Material +prepared 1204,1212 O O +by 1213,1215 O O +ATRP 1216,1220 O B-Process +can 1221,1224 O O +be 1225,1227 O O +transformed 1228,1239 O O +into 1240,1244 O O +azides 1245,1251 O B-Material +by 1252,1254 O O +nucleophilic 1255,1267 O B-Process +substitution 1268,1280 O I-Process +and 1281,1284 O O +subsequently 1285,1297 O O +reacted 1298,1305 O O +with 1306,1310 O O +functional 1311,1321 O O +alkynes 1322,1329 O B-Material +( 1330,1331 O O +Scheme 1331,1337 O O +3 1338,1339 O O +) 1339,1340 O O +[ 1341,1342 O O +32 1342,1344 O O +] 1344,1345 O O +. 1345,1346 O O + +Due 1347,1350 O O +to 1351,1353 O O +the 1354,1357 O O +very 1358,1362 O O +high 1363,1367 O O +chemoselectivity 1368,1384 O O +of 1385,1387 O O +CuAAC 1388,1393 O B-Process +, 1393,1394 O O +this 1395,1399 O O +method 1400,1406 O O +is 1407,1409 O O +highly 1410,1416 O O +modular 1417,1424 O O +and 1425,1428 O O +may 1429,1432 O O +be 1433,1435 O O +used 1436,1440 O O +to 1441,1443 O O +synthesize 1444,1454 O O +a 1455,1456 O O +wide 1457,1461 O O +range 1462,1467 O O +of 1468,1470 O O +ω-functional 1471,1483 O B-Material +polymers 1484,1492 O I-Material +. 1492,1493 O O + +Moreover 1494,1502 O O +, 1502,1503 O O +the 1504,1507 O O +formed 1508,1514 O O +triazole 1515,1523 O B-Material +rings 1524,1529 O I-Material +are 1530,1533 O O +not 1534,1537 O O +“ 1538,1539 O O +passive 1539,1546 O O +” 1546,1547 O O +spacers 1548,1555 O O +but 1556,1559 O O +interesting 1560,1571 O O +functions 1572,1581 O O +exhibiting 1582,1592 O O +H 1593,1594 O B-Process +- 1594,1595 O I-Process +bonds 1595,1600 O I-Process +capability 1601,1611 O O +, 1611,1612 O O +aromaticity 1613,1624 O O +and 1625,1628 O O +rigidity 1629,1637 O O +. 1637,1638 O O + + +-DOCSTART- (S0032386108009397) + +The 0,3 O O +viscoelastic 4,16 O B-Process +behavior 17,25 O I-Process +of 26,28 O O +elastomers 29,39 O B-Material +containing 40,50 O O +small 51,56 O O +amounts 57,64 O O +of 65,67 O O +unattached 68,78 O O +chains 79,85 O O +has 86,89 O O +been 90,94 O O +investigated 95,107 O O +to 108,110 O O +characterize 111,123 O B-Task +the 124,127 O I-Task +dynamics 128,136 O I-Task +of 137,139 O I-Task +the 140,143 O I-Task +polymer 144,151 O I-Task +chains 152,158 O I-Task +trapped 159,166 O O +in 167,169 O O +fixed 170,175 O O +networks 176,184 O O +[ 185,186 O O +66–68 186,191 O O +] 191,192 O O +. 192,193 O O + +Polymer 194,201 O B-Material +chains 202,208 O I-Material +trapped 209,216 O O +in 217,219 O O +fixed 220,225 O O +networks 226,234 O O +constitute 235,245 O O +a 246,247 O O +simpler 248,255 O O +system 256,262 O O +for 263,266 O O +the 267,270 O O +study 271,276 O O +of 277,279 O O +the 280,283 O O +polymer 284,291 O B-Material +chain 292,297 O I-Material +dynamics 298,306 O O +than 307,311 O O +the 312,315 O O +corresponding 316,329 O O +uncrosslinked 330,343 O O +polymer 344,351 O B-Material +melts 352,357 O I-Material +. 357,358 O O + +This 359,363 O O +is 364,366 O O +because 367,374 O O +the 375,378 O O +complicated 379,390 O O +effect 391,397 O O +of 398,400 O O +the 401,404 O O +motion 405,411 O O +of 412,414 O O +the 415,418 O O +surrounding 419,430 O O +chains 431,437 O O +on 438,440 O O +the 441,444 O O +dynamics 445,453 O O +of 454,456 O O +the 457,460 O O +probe 461,466 O B-Material +chain 467,472 O I-Material +– 473,474 O O +called 475,481 O O +“ 482,483 O O +constraint 483,493 O B-Process +release 494,501 O I-Process +” 501,502 O O +[ 503,504 O O +69 504,506 O O +] 506,507 O O +– 508,509 O O +is 510,512 O O +absent 513,519 O O +in 520,522 O O +the 523,526 O O +fixed 527,532 O O +network 533,540 O O +systems 541,548 O O +. 548,549 O O + +Most 550,554 O O +of 555,557 O O +the 558,561 O O +earlier 562,569 O O +studies 570,577 O O +employed 578,586 O O +randomly 587,595 O O +crosslinked 596,607 O B-Material +elastomers 608,618 O I-Material +as 619,621 O O +host 622,626 O O +networks 627,635 O O +. 635,636 O O + +In 637,639 O O +this 640,644 O O +case 645,649 O O +, 649,650 O O +precise 651,658 O O +control 659,666 O B-Task +of 667,669 O I-Task +the 670,673 O I-Task +mesh 674,678 O I-Task +size 679,683 O I-Task +of 684,686 O O +the 687,690 O O +host 691,695 O O +networks 696,704 O O +is 705,707 O O +not 708,711 O O +possible 712,720 O O +, 720,721 O O +and 722,725 O O +the 726,729 O O +mesh 730,734 O B-Material +size 735,739 O O +has 740,743 O O +a 744,745 O O +broad 746,751 O O +distribution 752,764 O O +. 764,765 O O + +The 766,769 O O +end 770,773 O O +- 773,774 O O +linking 774,781 O O +systems 782,789 O O +give 790,794 O O +the 795,798 O O +host 799,803 O O +networks 804,812 O O +a 813,814 O O +more 815,819 O O +uniform 820,827 O O +mesh 828,832 O O +size 833,837 O O +, 837,838 O O +and 839,842 O O +they 843,847 O O +can 848,851 O O +control 852,859 O O +the 860,863 O O +mesh 864,868 O B-Material +size 869,873 O O +by 874,876 O O +the 877,880 O O +size 881,885 O O +of 886,888 O O +the 889,892 O O +precursor 893,902 O B-Material +chains 903,909 O I-Material +. 909,910 O O + +We 911,913 O O +investigated 914,926 O O +the 927,930 O O +dynamic 931,938 O O +viscoelasticity 939,954 O O +of 955,957 O O +end 958,961 O O +- 961,962 O O +linked 962,968 O O +PDMS 969,973 O B-Material +elastomers 974,984 O I-Material +containing 985,995 O O +unattached 996,1006 O O +linear 1007,1013 O O +PDMS 1014,1018 O B-Material +as 1019,1021 O O +functions 1022,1031 O O +of 1032,1034 O O +the 1035,1038 O O +size 1039,1043 O O +of 1044,1046 O O +the 1047,1050 O O +unattached 1051,1061 O B-Material +chains 1062,1068 O I-Material +( 1069,1070 O O +Mg 1070,1072 O B-Material +) 1072,1073 O O +and 1074,1077 O O +the 1078,1081 O O +network 1082,1089 O B-Material +mesh 1090,1094 O I-Material +( 1095,1096 O O +Mx 1096,1098 O B-Material +) 1098,1099 O O +( 1100,1101 O O +Fig 1101,1104 O O +. 1104,1105 O O + +9a 1106,1108 O O +) 1108,1109 O O +[ 1110,1111 O O +70 1111,1113 O O +] 1113,1114 O O +. 1114,1115 O O + +We 1116,1118 O O +employed 1119,1127 O O +two 1128,1131 O O +types 1132,1137 O O +of 1138,1140 O O +host 1141,1145 O O +networks 1146,1154 O O +with 1155,1159 O O +Mx 1160,1162 O O +> 1162,1163 O O + +Me 1163,1165 O O +and 1166,1169 O O +Mx 1170,1172 O O + +< 1172,1173 O O +Me 1173,1175 O O +where 1176,1181 O O +Me 1182,1184 O O +( 1185,1186 O O +≈10,000 1186,1193 O O +for 1194,1197 O O +PDMS 1198,1202 O B-Material +) 1202,1203 O O +is 1204,1206 O O +the 1207,1210 O O +molecular 1211,1220 O O +mass 1221,1225 O O +between 1226,1233 O O +adjacent 1234,1242 O O +entanglements 1243,1256 O O +in 1257,1259 O O +the 1260,1263 O O +molten 1264,1270 O O +state 1271,1276 O O +. 1276,1277 O O + +The 1278,1281 O O +Mx 1282,1284 O O +> 1284,1285 O O + +Me 1285,1287 O O +and 1288,1291 O O +Mx 1292,1294 O O + +< 1294,1295 O O +Me 1295,1297 O O +networks 1298,1306 O O +( 1307,1308 O O +designated 1308,1318 O O +as 1319,1321 O O +NL 1322,1324 O B-Process +and 1325,1328 O O +NS 1329,1331 O B-Process +, 1331,1332 O O +respectively 1333,1345 O O +) 1345,1346 O O +were 1347,1351 O O +designed 1352,1360 O O +by 1361,1363 O O +end 1364,1367 O O +- 1367,1368 O O +linking 1368,1375 O O +the 1376,1379 O O +long 1380,1384 O O +( 1385,1386 O O +Mn=84,000 1386,1395 O O +) 1395,1396 O O +and 1397,1400 O O +short 1401,1406 O O +precursor 1407,1416 O O +chains 1417,1423 O O +( 1424,1425 O O +Mn=4,550 1425,1433 O O +) 1433,1434 O O +, 1434,1435 O O +respectively 1436,1448 O O +. 1448,1449 O O + +The 1450,1453 O O +mesh 1454,1458 O B-Material +of 1459,1461 O O +the 1462,1465 O O +NL 1466,1468 O O +networks 1469,1477 O O +is 1478,1480 O O +dominated 1481,1490 O O +by 1491,1493 O O +trapped 1494,1501 O O +entanglements 1502,1515 O O +, 1515,1516 O O +while 1517,1522 O O +that 1523,1527 O O +of 1528,1530 O O +the 1531,1534 O O +NS 1535,1537 O O +network 1538,1545 O O +is 1546,1548 O O +governed 1549,1557 O O +by 1558,1560 O O +chemical 1561,1569 O B-Material +cross 1570,1575 O I-Material +- 1575,1576 O I-Material +links 1576,1581 O I-Material +. 1581,1582 O I-Material + + +-DOCSTART- (S0032386109001463) + +When 0,4 O O +incompatible 5,17 O O +three 18,23 O O +component 24,33 O O +polymer 34,41 O B-Material +chains 42,48 O I-Material +are 49,52 O O +tethered 53,61 O O +at 62,64 O O +a 65,66 O O +junction 67,75 O O +point 76,81 O O +, 81,82 O O +the 83,86 O O +resultant 87,96 O O +star 97,101 O B-Material +molecules 102,111 O I-Material +of 112,114 O O +the 115,118 O O +ABC 119,122 O O +type 123,127 O O +are 128,131 O O +in 132,134 O O +a 135,136 O O +very 137,141 O O +frustrated 142,152 O O +field 153,158 O O +in 159,161 O O +bulk 162,166 O O +. 166,167 O O + +That 168,172 O O +is 173,175 O O +, 175,176 O O +their 177,182 O O +junction 183,191 O O +points 192,198 O O +can 199,202 O O +not 202,205 O O +be 206,208 O O +aligned 209,216 O O +on 217,219 O O +two 220,223 O O +- 223,224 O O +dimensional 224,235 O O +planes 236,242 O O +but 243,246 O O +on 247,249 O O +one 250,253 O O +- 253,254 O O +dimensional 254,265 O O +lines 266,271 O O +, 271,272 O O +as 273,275 O O +schematically 276,289 O O +shown 290,295 O O +in 296,298 O O +Fig 299,302 O O +. 302,303 O O + +1 304,305 O O +. 305,306 O O + +Furthermore 307,318 O O +, 318,319 O O +when 320,324 O O +the 325,328 O O +chain 329,334 O O +length 335,341 O O +difference 342,352 O O +is 353,355 O O +not 356,359 O O +so 360,362 O O +large 363,368 O O +, 368,369 O O +the 370,373 O O +array 374,379 O O +of 380,382 O O +junction 383,391 O O +points 392,398 O O +tends 399,404 O O +to 405,407 O O +be 408,410 O O +straight 411,419 O O +and 420,423 O O +long 424,428 O O +one 429,432 O O +. 432,433 O O + +Consequently 434,446 O O +each 447,451 O O +domain 452,458 O O +with 459,463 O O +mesoscopic 464,474 O O +sizes 475,480 O O +becomes 481,488 O O +cylinders 489,498 O B-Material +, 498,499 O O +and 500,503 O O +their 504,509 O O +cross 510,515 O O +sections 516,524 O O +could 525,530 O O +be 531,533 O O +conformed 534,543 O O +by 544,546 O O +polygons 547,555 O B-Material +[ 556,557 O O +28,29 557,562 O O +] 562,563 O O +. 563,564 O O + +This 565,569 O O +is 570,572 O O +because 573,580 O O +three 581,586 O B-Material +interfaces 587,597 O I-Material +, 597,598 O I-Material +A 599,600 O I-Material +/ 600,601 O I-Material +B 601,602 O I-Material +, 602,603 O I-Material +B 604,605 O I-Material +/ 605,606 O I-Material +C 606,607 O I-Material +and 608,611 O I-Material +C 612,613 O I-Material +/ 613,614 O I-Material +A 614,615 O I-Material +are 616,619 O O +likely 620,626 O O +to 627,629 O O +be 630,632 O O +flat 633,637 O O +since 638,643 O O +there 644,649 O O +exist 650,655 O O +no 656,658 O O +junction 659,667 O O +points 668,674 O O +at 675,677 O O +interfaces 678,688 O O +and 689,692 O O +therefore 693,702 O O +chain 703,708 O B-Process +entropy 709,716 O I-Process +contribution 717,729 O O +to 730,732 O O +the 733,736 O O +free 737,741 O O +energy 742,748 O O +of 749,751 O O +structure 752,761 O O +formation 762,771 O O +is 772,774 O O +considerably 775,787 O O +small 788,793 O O +comparing 794,803 O O +with 804,808 O O +regular 809,816 O O +block 817,822 O O +and 823,826 O O +graft 827,832 O O +copolymer 833,842 O O +systems 843,850 O O +. 850,851 O O + +As 852,854 O O +a 855,856 O O +matter 857,863 O O +of 864,866 O O +fact 867,871 O O +, 871,872 O O +Dotera 873,879 O O +predicted 880,889 O O +several 890,897 O O +tiling 898,904 O O +patterns 905,913 O O +by 914,916 O O +the 917,920 O O +diagonal 921,929 O B-Process +bond 930,934 O I-Process +method 935,941 O I-Process +, 941,942 O O +a 943,944 O O +new 945,948 O O +Monte 949,954 O B-Process +Carlo 955,960 O I-Process +Simulation 961,971 O I-Process +[ 972,973 O O +30 973,975 O O +] 975,976 O O +, 976,977 O O +while 978,983 O O +Gemma 984,989 O O +and 990,993 O O +Dotera 994,1000 O O +pointed 1001,1008 O O +out 1009,1012 O O +that 1013,1017 O O +only 1018,1022 O O +three 1023,1028 O O +regular 1029,1036 O O +tilings 1037,1044 O O +, 1044,1045 O O +i.e. 1046,1050 O O +, 1050,1051 O O +( 1052,1053 O O +6.6.6 1053,1058 O O +) 1058,1059 O O +, 1059,1060 O O +( 1061,1062 O O +4.8.8 1062,1067 O O +) 1067,1068 O O +and 1069,1072 O O +( 1073,1074 O O +4.6.12 1074,1080 O O +) 1080,1081 O O +are 1082,1085 O O +permitted 1086,1095 O O +for 1096,1099 O O +three 1100,1105 O B-Material +- 1105,1106 O I-Material +branched 1106,1114 O I-Material +molecules 1115,1124 O I-Material +proposed 1125,1133 O O +as 1134,1136 O O +the 1137,1140 O O +“ 1141,1142 O O +even 1142,1146 O B-Process +polygon 1147,1154 O I-Process +theorem 1155,1162 O I-Process +” 1162,1163 O O +[ 1164,1165 O O +31 1165,1167 O O +] 1167,1168 O O +. 1168,1169 O O + + +-DOCSTART- (S0032386109003991) + +A 0,1 O O +living 2,8 O O +polymerization 9,23 O B-Process +is 24,26 O O +a 27,28 O O +reaction 29,37 O B-Process +without 38,45 O O +transfer 46,54 O O +and 55,58 O O +termination 59,70 O B-Process +reactions 71,80 O O +that 81,85 O O +can 86,89 O O +proceed 90,97 O O +up 98,100 O O +to 101,103 O O +complete 104,112 O O +monomer 113,120 O B-Process +conversion 121,131 O I-Process +. 131,132 O O + +In 133,135 O O +addition 136,144 O O +, 144,145 O O +when 146,150 O O +initiation 151,161 O O +is 162,164 O O +quantitative 165,177 O O +and 178,181 O O +fast 182,186 O O +compared 187,195 O O +to 196,198 O O +the 199,202 O O +propagation 203,214 O B-Process +reaction 215,223 O O +, 223,224 O O +polymers 225,233 O B-Material +with 234,238 O O +precisely 239,248 O O +controlled 249,259 O O +chain 260,265 O O +length 266,272 O O +and 273,276 O O +narrow 277,283 O O +molar 284,289 O O +mass 290,294 O O +distribution 295,307 O O +can 308,311 O O +be 312,314 O O +obtained 315,323 O O +. 323,324 O O + +In 325,327 O O +the 328,331 O O +case 332,336 O O +of 337,339 O O +an 340,342 O O +industrial 343,353 O B-Task +styrene 354,361 O I-Task +polymerization 362,376 O I-Task +this 377,381 O O +would 382,387 O O +permit 388,394 O O +to 395,397 O O +avoid 398,403 O O +any 404,407 O O +specific 408,416 O O +washing 417,424 O B-Process +or 425,427 O O +degassing 428,437 O B-Process +steps 438,443 O O +, 443,444 O O +which 445,450 O O +are 451,454 O O +necessary 455,464 O O +in 465,467 O O +the 468,471 O O +radical 472,479 O O +process 480,487 O O +to 488,490 O O +remove 491,497 O O +residual 498,506 O O +monomer 507,514 O O +and 515,518 O O +low 519,522 O B-Material +molar 523,528 O I-Material +mass 529,533 O I-Material +oligomers 534,543 O I-Material +. 543,544 O O + +Since 545,550 O O +head 551,555 O O +- 555,556 O O +to 556,558 O O +- 558,559 O O +head 559,563 O O +defects 564,571 O O +along 572,577 O O +the 578,581 O O +chains 582,588 O O +are 589,592 O O +absent 593,599 O O +, 599,600 O O +anionic 601,608 O B-Material +polystyrene 609,620 O I-Material +would 621,626 O O +exhibit 627,634 O O +also 635,639 O O +a 640,641 O O +better 642,648 O O +thermal 649,656 O O +stability 657,666 O O +than 667,671 O O +radical 672,679 O O +one 680,683 O O +. 683,684 O O + +Therefore 685,694 O O +, 694,695 O O +production 696,706 O B-Task +of 707,709 O I-Task +anionic 710,717 O I-Task +polystyrene 718,729 O I-Task +( 730,731 O I-Task +PS 731,733 O I-Task +) 733,734 O I-Task +would 735,740 O O +be 741,743 O O +of 744,746 O O +interest 747,755 O O +if 756,758 O O +the 759,762 O O +conditions 763,773 O O +required 774,782 O O +to 783,785 O O +control 786,793 O O +the 794,797 O O +polymerization 798,812 O B-Process +could 813,818 O O +be 819,821 O O +adapted 822,829 O O +to 830,832 O O +the 833,836 O O +market 837,843 O O +and 844,847 O O +be 848,850 O O +able 851,855 O O +to 856,858 O O +compete 859,866 O O +economically 867,879 O O +with 880,884 O O +industrial 885,895 O O +radical 896,903 O O +processes 904,913 O O +. 913,914 O O + +The 915,918 O O +use 919,922 O O +of 923,925 O O +organic 926,933 O B-Material +solvents 934,942 O I-Material +and 943,946 O O +of 947,949 O O +expensive 950,959 O O +alkyllithium 960,972 O B-Process +initiators 973,983 O I-Process +, 983,984 O O +as 985,987 O O +well 988,992 O O +as 993,995 O O +the 996,999 O O +relatively 1000,1010 O O +low 1011,1014 O O +reaction 1015,1023 O O +temperatures 1024,1036 O O +required 1037,1045 O O +, 1045,1046 O O +was 1047,1050 O O +some 1051,1055 O O +important 1056,1065 O O +limitation 1066,1076 O O +to 1077,1079 O O +overcome 1080,1088 O O +. 1088,1089 O O + +The 1090,1093 O O +possibilities 1094,1107 O O +to 1108,1110 O O +achieve 1111,1118 O O +a 1119,1120 O O +quantitative 1121,1133 O O +living 1134,1140 O O +- 1140,1141 O O +like 1141,1145 O O +anionic 1146,1153 O B-Process +polymerization 1154,1168 O I-Process +of 1169,1171 O I-Process +styrene 1172,1179 O I-Process +in 1180,1182 O O +the 1183,1186 O O +absence 1187,1194 O O +of 1195,1197 O O +solvent 1198,1205 O B-Material +and 1206,1209 O O +at 1210,1212 O O +elevated 1213,1221 O O +temperature 1222,1233 O O +, 1233,1234 O O +using 1235,1240 O O +inexpensive 1241,1252 O O +initiating 1253,1263 O O +systems 1264,1271 O O +, 1271,1272 O O +were 1273,1277 O O +the 1278,1281 O O +main 1282,1286 O O +targets 1287,1294 O O +identified 1295,1305 O O +to 1306,1308 O O +tremendously 1309,1321 O O +decrease 1322,1330 O O +the 1331,1334 O O +cost 1335,1339 O O +of 1340,1342 O O +the 1343,1346 O O +anionic 1347,1354 O O +process 1355,1362 O O +. 1362,1363 O O + +This 1364,1368 O O +implied 1369,1376 O O +at 1377,1379 O O +first 1380,1385 O O +to 1386,1388 O O +control 1389,1396 O O +the 1397,1400 O O +reactivity 1401,1411 O O +and 1412,1415 O O +stability 1416,1425 O O +of 1426,1428 O O +initiating 1429,1439 O O +and 1440,1443 O O +propagating 1444,1455 O B-Process +active 1456,1462 O I-Process +species 1463,1470 O I-Process +in 1471,1473 O O +such 1474,1478 O O +unusual 1479,1486 O O +operating 1487,1496 O O +conditions 1497,1507 O O +. 1507,1508 O O + + +-DOCSTART- (S0032386109005357) + +A 0,1 O O +hydroxyl 2,10 O O +- 10,11 O O +functionalized 11,25 O O +poly(butylene 26,39 O O +succinate 40,49 O O +) 49,50 O O +based 51,56 O O +polyester 57,66 O B-Material +was 67,70 O O +prepared 71,79 O O +by 80,82 O O +conventional 83,95 O O +polycondensation 96,112 O B-Process +of 113,115 O O +benzyl 116,122 O O +- 122,123 O O +protected 123,132 O O +dimethyl 133,141 O B-Material +malonate 142,150 O I-Material +and 151,154 O O +1,4-butanediol 155,169 O B-Material + +( 170,171 O O +Scheme 171,177 O O +2(a 178,181 O O +) 181,182 O O +) 182,183 O O + +[ 184,185 O O +24a 185,188 O O +] 188,189 O O +. 189,190 O O + +Yao 191,194 O O +et 195,197 O O +al 198,200 O O +. 200,201 O O +reported 202,210 O O +on 211,213 O O +the 214,217 O O +direct 218,224 O O +polycondensation 225,241 O B-Process +of 242,244 O O +l 245,246 O B-Material +- 246,247 O I-Material +lactic 247,253 O I-Material +acid 254,258 O I-Material +and 259,262 O O +citric 263,269 O B-Material +acid 270,274 O I-Material +with 275,279 O O +the 280,283 O O +formation 284,293 O O +of 294,296 O O +poly[(l 297,304 O B-Material +- 304,305 O I-Material +lactic 305,311 O I-Material +acid)-co-(citric 312,328 O I-Material +acid 329,333 O I-Material +) 333,334 O I-Material +] 334,335 O I-Material +, 335,336 O O +obtaining 337,346 O O +a 347,348 O O +polyester 349,358 O B-Material +oligomer 359,367 O I-Material +with 368,372 O O +both 373,377 O O +pendant 378,385 O O +carboxylic 386,396 O O +and 397,400 O O +hydroxyl 401,409 O O +groups 410,416 O O +[ 417,418 O O +24b 418,421 O O +] 421,422 O O +. 422,423 O O + +This 424,428 O O +PLCA 429,433 O B-Material +oligomer 434,442 O I-Material +was 443,446 O O +reacted 447,454 O O +with 455,459 O O +dihydroxylated 460,474 O B-Material +PLLA 475,479 O I-Material +as 480,482 O O +a 483,484 O O +macromonomer 485,497 O O +, 497,498 O O +yielding 499,507 O O +a 508,509 O O +PLCA 510,514 O O +– 514,515 O O + +PLLA 515,519 O O +multiblock 520,530 O O +copolymer 531,540 O O +as 541,543 O O +shown 544,549 O O +in 550,552 O O +Scheme 553,559 O O +2(b 560,563 O O +) 563,564 O O +. 564,565 O O + +While 566,571 O O +lipases 572,579 O B-Material +have 580,584 O O +been 585,589 O O +investigated 590,602 O O +for 603,606 O O +the 607,610 O O +ring 611,615 O B-Process +- 615,616 O I-Process +opening 616,623 O I-Process +polymerization 624,638 O I-Process +( 639,640 O O +ROP 640,643 O B-Process +) 643,644 O O +of 645,647 O O +cyclic 648,654 O B-Material +ester 655,660 O I-Material +monomers 661,669 O I-Material +[ 670,671 O O +25,26 671,676 O O +] 676,677 O O +, 677,678 O O +they 679,683 O O +have 684,688 O O +also 689,693 O O +been 694,698 O O +used 699,703 O O +for 704,707 O O +the 708,711 O O +preparation 712,723 O O +of 724,726 O O +polyesters 727,737 O B-Material +by 738,740 O O +polycondensation 741,757 O B-Process +reactions 758,767 O O +. 767,768 O O + +The 769,772 O O +advantage 773,782 O O +of 783,785 O O +this 786,790 O O +technique 791,800 O O +is 801,803 O O +that 804,808 O O +these 809,814 O O +enzyme 815,821 O B-Process +- 821,822 O I-Process +catalyzed 822,831 O I-Process +reactions 832,841 O O +proceed 842,849 O O +without 850,857 O O +protection 858,868 O O +of 869,871 O O +the 872,875 O O +pendant 876,883 O O +functional 884,894 O O +groups 895,901 O O +. 901,902 O O + +In 903,905 O O +this 906,910 O O +field 911,916 O O +, 916,917 O O +hydroxyl 918,926 O B-Material +- 926,927 O I-Material +bearing 927,934 O I-Material +polyesters 935,945 O I-Material +have 946,950 O O +been 951,955 O O +synthesized 956,967 O O +by 968,970 O O +the 971,974 O O +copolymerization 975,991 O B-Process +of 992,994 O O +divinyl 995,1002 O B-Material +adipate 1003,1010 O I-Material +with 1011,1015 O O +various 1016,1023 O O +triols 1024,1030 O B-Material +( 1031,1032 O O +e.g. 1032,1036 O O +glycerol 1037,1045 O B-Material +, 1045,1046 O O +1,2,4-butanetriol 1047,1064 O B-Material +) 1064,1065 O O +as 1066,1068 O O +represented 1069,1080 O O +in 1081,1083 O O +Scheme 1084,1090 O O +2(c 1091,1094 O O +) 1094,1095 O O + +[ 1096,1097 O O +27 1097,1099 O O +] 1099,1100 O O +and 1101,1104 O O +by 1105,1107 O O +copolymerizations 1108,1125 O B-Process +of 1126,1128 O O +1,8-octanediol 1129,1143 O B-Material +with 1144,1148 O O +adipic 1149,1155 O B-Material +acid 1156,1160 O I-Material +and 1161,1164 O O +several 1165,1172 O O +alditols 1173,1181 O B-Material +[ 1182,1183 O O +28 1183,1185 O O +] 1185,1186 O O +. 1186,1187 O O + +Very 1188,1192 O O +recently 1193,1201 O O +, 1201,1202 O O +several 1203,1210 O O +α-hydroxy 1211,1220 O B-Material +acids 1221,1226 O I-Material +derived 1227,1234 O O +from 1235,1239 O O +amino 1240,1245 O B-Material +acids 1246,1251 O I-Material +were 1252,1256 O O +homo- 1257,1262 O O +and 1263,1266 O O +copolymerized 1267,1280 O O +with 1281,1285 O O +lactic 1286,1292 O B-Material +acid 1293,1297 O I-Material +by 1298,1300 O O +polycondensation 1301,1317 O B-Process +in 1318,1320 O O +bulk 1321,1325 O O +without 1326,1333 O O +protected 1334,1343 O O +monomers 1344,1352 O B-Material +( 1353,1354 O O +Scheme 1354,1360 O O +2(d 1361,1364 O O +) 1364,1365 O O +) 1365,1366 O O + +[ 1367,1368 O O +29 1368,1370 O O +] 1370,1371 O O +. 1371,1372 O O + +Biodegradable 1373,1386 O B-Material +polyesters 1387,1397 O I-Material +with 1398,1402 O O +various 1403,1410 O O +pendant 1411,1418 O O +groups 1419,1425 O O +were 1426,1430 O O +obtained 1431,1439 O O +, 1439,1440 O O +although 1441,1449 O O +the 1450,1453 O O +molecular 1454,1463 O O +weights 1464,1471 O O +remained 1472,1480 O O +low 1481,1484 O O +( 1485,1486 O O +1000–3000gmol−1 1486,1501 O O +) 1501,1502 O O +. 1502,1503 O O + + +-DOCSTART- (S0032386110001254) + +Despite 0,7 O O +the 8,11 O O +loss 12,16 O O +of 17,19 O O +directed 20,28 O O +, 28,29 O O +self 30,34 O O +- 34,35 O O +complementary 35,48 O O +hydrogen 49,57 O B-Process +bonding 58,65 O I-Process +through 66,73 O O +alkylation 74,84 O B-Process +of 85,87 O O +the 88,91 O O +imidazole 92,101 O O +ring 102,106 O O +, 106,107 O O +electrostatic 108,121 O B-Process +aggregation 122,133 O I-Process +of 134,136 O O +imidazolium 137,148 O B-Material +salts 149,154 O I-Material +is 155,157 O O +a 158,159 O O +tunable 160,167 O O +, 167,168 O O +self 169,173 O O +- 173,174 O O +assembly 174,182 O O +process 183,190 O O +, 190,191 O O +which 192,197 O O +is 198,200 O O +instrumental 201,213 O O +to 214,216 O O +several 217,224 O O +applications 225,237 O O +. 237,238 O O + +Imidazolium 239,250 O B-Material +salts 251,256 O I-Material +are 257,260 O O +used 261,265 O O +to 266,268 O O +extract 269,276 O O +metal 277,282 O B-Material +ions 283,287 O I-Material +from 288,292 O O +aqueous 293,300 O B-Material +solutions 301,310 O I-Material +and 311,314 O O +coat 315,319 O O +metal 320,325 O B-Material +nanoparticles 326,339 O I-Material +[ 340,341 O O +15 341,343 O O +] 343,344 O O +, 344,345 O O +dissolve 346,354 O O +carbohydrates 355,368 O B-Material +[ 369,370 O O +16 370,372 O O +] 372,373 O O +, 373,374 O O +and 375,378 O O +create 379,385 O O +polyelectrolyte 386,401 O B-Process +brushes 402,409 O I-Process +on 410,412 O O +surfaces 413,421 O O +[ 422,423 O O +17 423,425 O O +] 425,426 O O +. 426,427 O O + +For 428,431 O O +example 432,439 O O +, 439,440 O O +atom 441,445 O B-Process +transfer 446,454 O I-Process +radical 455,462 O I-Process +polymerization 463,477 O I-Process +( 478,479 O O +ATRP 479,483 O B-Process +) 483,484 O O +was 485,488 O O +used 489,493 O O +to 494,496 O O +graft 497,502 O O +poly(1-ethyl 503,515 O B-Material +3-(2-methacryloyloxy 516,536 O I-Material +ethyl 537,542 O I-Material +) 542,543 O I-Material +imidazolium 544,555 O I-Material +chloride 556,564 O I-Material +) 564,565 O O +brushes 566,573 O O +onto 574,578 O O +gold 579,583 O B-Material +surfaces 584,592 O I-Material +[ 593,594 O O +17 594,596 O O +] 596,597 O O +. 597,598 O O + +One 599,602 O O +of 603,605 O O +the 606,609 O O +imidazolium 610,621 O B-Material +salt 622,626 O I-Material +’s 626,628 O O +most 629,633 O O +promising 634,643 O O +attributes 644,654 O O +is 655,657 O O +its 658,661 O O +antimicrobial 662,675 O B-Process +action 676,682 O I-Process +[ 683,684 O O +12,18 684,689 O O +] 689,690 O O +and 691,694 O O +molecular 695,704 O O +self 705,709 O O +- 709,710 O O +assembly 710,718 O O +into 719,723 O O +liquid 724,730 O B-Material +crystals 731,739 O I-Material +[ 740,741 O O +19,20 741,746 O O +] 746,747 O O +. 747,748 O O + +1-Alkyl-3-methylimidazolium 749,776 O B-Material +chlorides 777,786 O I-Material +and 787,790 O O +bromides 791,799 O B-Material +, 799,800 O O +1-alkyl-2-methyl-3-hydroxyethylimidazolium 801,843 O B-Material +chlorides 844,853 O I-Material +, 853,854 O O +and 855,858 O O +N 859,860 O B-Material +- 860,861 O I-Material +alkyl 861,866 O I-Material +- 866,867 O I-Material +N 867,868 O I-Material +- 868,869 O I-Material +hydroxyethylpyrrolidinonium 869,896 O I-Material +, 896,897 O O +for 898,901 O O +example 902,909 O O +, 909,910 O O +all 911,914 O O +exhibit 915,922 O O +strong 923,929 O O +biocidal 930,938 O B-Process +activity 939,947 O I-Process +[ 948,949 O O +18 949,951 O O +] 951,952 O O +. 952,953 O O + +Hydrogels 954,963 O B-Material +form 964,968 O I-Material +from 969,973 O O +polymerized 974,985 O B-Material +methylimidazolium 986,1003 O I-Material +- 1003,1004 O I-Material +based 1004,1009 O I-Material +ionic 1010,1015 O I-Material +liquids 1016,1023 O I-Material +with 1024,1028 O O +acryloyl 1029,1037 O B-Material +groups 1038,1044 O I-Material +; 1044,1045 O O +the 1046,1049 O O +polymer 1050,1057 O B-Material +self 1058,1062 O O +- 1062,1063 O O +assembles 1063,1072 O O +into 1073,1077 O O +organized 1078,1087 O B-Material +lamellae 1088,1096 O I-Material +with 1097,1101 O O +unique 1102,1108 O O +swelling 1109,1117 O O +properties 1118,1128 O O +, 1128,1129 O O +leading 1130,1137 O O +to 1138,1140 O O +bioactive 1141,1150 O B-Task +applications 1151,1163 O I-Task +[ 1164,1165 O O +19 1165,1167 O O +] 1167,1168 O O +. 1168,1169 O O + +Other 1170,1175 O O +bioactive 1176,1185 O B-Task +applications 1186,1198 O I-Task +for 1199,1202 O O +imidazolium 1203,1214 O B-Material +salts 1215,1220 O I-Material +include 1221,1228 O O +antiarrhythmics 1229,1244 O B-Material +[ 1245,1246 O O +21 1246,1248 O O +] 1248,1249 O O +, 1249,1250 O O +anti 1251,1255 O B-Material +- 1255,1256 O I-Material +metastic 1256,1264 O I-Material +agents 1265,1271 O I-Material +[ 1272,1273 O O +22,23 1273,1278 O O +] 1278,1279 O O +, 1279,1280 O O +and 1281,1284 O O +imidazolium 1285,1296 O B-Material +- 1296,1297 O I-Material +based 1297,1302 O I-Material +steroids 1303,1311 O I-Material +[ 1312,1313 O O +24 1313,1315 O O +] 1315,1316 O O +. 1316,1317 O O + +Separation 1318,1328 O B-Process +applications 1329,1341 O I-Process +include 1342,1349 O O +efficient 1350,1359 O B-Process +absorption 1360,1370 O I-Process +of 1371,1373 O I-Process +CO2 1374,1377 O I-Process +[ 1378,1379 O O +25 1379,1381 O O +] 1381,1382 O O +. 1382,1383 O O + +Imidazolium 1384,1395 O B-Material +salts 1396,1401 O I-Material +enhance 1402,1409 O O +vesicle 1410,1417 O B-Process +formation 1418,1427 O I-Process +as 1428,1430 O O +imidazolium 1431,1442 O B-Material +surfactants 1443,1454 O I-Material +[ 1455,1456 O O +26 1456,1458 O O +] 1458,1459 O O +, 1459,1460 O O +and 1461,1464 O O +they 1465,1469 O O +also 1470,1474 O O +find 1475,1479 O O +application 1480,1491 O O +in 1492,1494 O O +polymeric 1495,1504 O B-Process +actuators 1505,1514 O I-Process +[ 1515,1516 O O +27 1516,1518 O O +] 1518,1519 O O +. 1519,1520 O O + + +-DOCSTART- (S0039602899010493) + +Although 0,8 O O +the 9,12 O O +basic 13,18 O O +mechanisms 19,29 O O +of 30,32 O O +the 33,36 O O +AD 37,39 O B-Process +process 40,47 O O +are 48,51 O O +reasonably 52,62 O O +well 63,67 O O +understood 68,78 O O +, 78,79 O O +it 80,82 O O +has 83,86 O O +not 87,90 O O +proved 91,97 O O +simple 98,104 O O +to 105,107 O O +apply 108,113 O O +existing 114,122 O O +theories 123,131 O O +to 132,134 O O +the 135,138 O O +interpretation 139,153 O O +of 154,156 O O +experimental 157,169 O O +data 170,174 O O +. 174,175 O O + +What 176,180 O O +is 181,183 O O +needed 184,190 O O +is 191,193 O O +a 194,195 O O +combination 196,207 O O +of 208,210 O O +the 211,214 O O +AD 215,217 O B-Process +theory 218,224 O O +and 225,228 O O +the 229,232 O O +electronic 233,243 O O +structure 244,253 O O +of 254,256 O O +realistic 257,266 O O +systems 267,274 O O +, 274,275 O O +including 276,285 O O +surface 286,293 O B-Material +defects 294,301 O I-Material +and 302,305 O O +adsorbed 306,314 O B-Material +species 315,322 O I-Material +. 322,323 O O + +Such 324,328 O O +electronic 329,339 O O +structure 340,349 O O +calculations 350,362 O O +are 363,366 O O +still 367,372 O O +complex 373,380 O O +and 381,384 O O +time 385,389 O O +- 389,390 O O +consuming 390,399 O O +. 399,400 O O + +In 401,403 O O +many 404,408 O O +cases 409,414 O O +, 414,415 O O +especially 416,426 O O +for 427,430 O O +insulating 431,441 O O +surfaces 442,450 O O +, 450,451 O O +attempts 452,460 O O +to 461,463 O O +model 464,469 O O +MIES 470,474 O B-Material +spectra 475,482 O I-Material +use 483,486 O O +simple 487,493 O O +or 494,496 O O +intuitive 497,506 O O +models 507,513 O O +. 513,514 O O + +In 515,517 O O +Refs 518,522 O O +. 522,523 O O + +[ 524,525 O O +4,6,23 525,531 O O +] 531,532 O O +it 533,535 O O +is 536,538 O O +assumed 539,546 O O +that 547,551 O O +the 552,555 O O +main 556,560 O O +transition 561,571 O O +mechanism 572,581 O O +is 582,584 O O +Auger 585,590 O B-Process +de 591,593 O I-Process +- 593,594 O I-Process +excitation 594,604 O I-Process +, 604,605 O O +and 606,609 O O +the 610,613 O O +MIES 614,618 O B-Material +spectra 619,626 O I-Material +have 627,631 O O +been 632,636 O O +simulated 637,646 O O +by 647,649 O O +the 650,653 O O +surface 654,661 O O +density 662,669 O B-Process +of 670,672 O I-Process +states 673,679 O I-Process +( 680,681 O O +DOS 681,684 O B-Process +) 684,685 O O +projected 686,695 O O +on 696,698 O O +the 699,702 O O +surface 703,710 O B-Material +oxygen 711,717 O I-Material +ions 718,722 O I-Material +of 723,725 O O +the 726,729 O O +uppermost 730,739 O O +surface 740,747 O O +layer 748,753 O O +using 754,759 O O +a 760,761 O O +Hartree 762,769 O B-Process +– 769,770 O I-Process +Fock 770,774 O I-Process +method 775,781 O I-Process +( 782,783 O O +the 783,786 O O +crystal 787,794 O B-Process +code 795,799 O I-Process +[ 800,801 O O +24,25 801,806 O O +] 806,807 O O +) 807,808 O O +and 809,812 O O +a 813,814 O O +density 815,822 O B-Process +functional 823,833 O I-Process +theory 834,840 O I-Process +( 841,842 O O +DFT 842,845 O B-Process +) 845,846 O O +method 847,853 O O +( 854,855 O O +the 855,858 O O +cetep 859,864 O B-Process +code 865,869 O I-Process +[ 870,871 O O +26 871,873 O O +] 873,874 O O +) 874,875 O O +. 875,876 O O + +The 877,880 O O +effect 881,887 O O +of 888,890 O O +the 891,894 O O +overlap 895,902 O O +between 903,910 O O +the 911,914 O O +surface 915,922 O O +and 923,926 O O +He(1s 927,932 O O +) 932,933 O O +wavefunctions 934,947 O O +was 948,951 O O +taken 952,957 O O +into 958,962 O O +account 963,970 O O +only 971,975 O O +approximately 976,989 O O +by 990,992 O O +applying 993,1001 O O +an 1002,1004 O O +additional 1005,1015 O O +z 1016,1017 O O +- 1017,1018 O O +dependent 1018,1027 O O +exponential 1028,1039 O O +factor 1040,1046 O O +to 1047,1049 O O +the 1050,1053 O O +surface 1054,1061 O O +DOS 1062,1065 O B-Process +. 1065,1066 O O + +Other 1067,1072 O O +workers 1073,1080 O O +[ 1081,1082 O O +5,6 1082,1085 O O +] 1085,1086 O O +estimated 1087,1096 O O +the 1097,1100 O O +AD 1101,1103 O B-Process +transition 1104,1114 O I-Process +probability 1115,1126 O O +using 1127,1132 O O +a 1133,1134 O O +DOS 1135,1138 O B-Process +projected 1139,1148 O O +on 1149,1151 O O +to 1152,1154 O O +the 1155,1158 O O +projectile 1159,1169 O O +1s 1170,1172 O O +atomic 1173,1179 O O +orbital 1180,1187 O O +. 1187,1188 O O + +However 1189,1196 O O +, 1196,1197 O O +they 1198,1202 O O +were 1203,1207 O O +not 1208,1211 O O +able 1212,1216 O O +to 1217,1219 O O +use 1220,1223 O O +state 1224,1229 O O +- 1229,1230 O O +of 1230,1232 O O +- 1232,1233 O O +the 1233,1236 O O +- 1236,1237 O O +art 1237,1240 O O +methods 1241,1248 O O +for 1249,1252 O O +the 1253,1256 O O +surface 1257,1264 O O +electronic 1265,1275 O O +structure 1276,1285 O O +. 1285,1286 O O + +Yet 1287,1290 O O +the 1291,1294 O O +success 1295,1302 O O +of 1303,1305 O O +the 1306,1309 O O +simplified 1310,1320 O O +treatments 1321,1331 O O +[ 1332,1333 O O +4–6 1333,1336 O O +] 1336,1337 O O +, 1337,1338 O O +especially 1339,1349 O O +for 1350,1353 O O +MIES 1354,1358 O B-Material +features 1359,1367 O O +such 1368,1372 O O +as 1373,1375 O O +relative 1376,1384 O O +energies 1385,1393 O O +of 1394,1396 O O +the 1397,1400 O O +different 1401,1410 O O +peaks 1411,1416 O O +, 1416,1417 O O +suggests 1418,1426 O O +that 1427,1431 O O +real 1432,1436 O O +spectra 1437,1444 O O +are 1445,1448 O O +indeed 1449,1455 O O +related 1456,1463 O O +to 1464,1466 O O +the 1467,1470 O O +projection 1471,1481 O O +of 1482,1484 O O +the 1485,1488 O O +surface 1489,1496 O O +DOS 1497,1500 O B-Process +on 1501,1503 O O +to 1504,1506 O O +the 1507,1510 O O +projectile 1511,1521 O O +orbital 1522,1529 O O +. 1529,1530 O O + + +-DOCSTART- (S0098300413002124) + +In 0,2 O O +this 3,7 O O +section 8,15 O O +, 15,16 O O +we 17,19 O O +use 20,23 O O +the 24,27 O O +terrain 28,35 O B-Process +data 36,40 O I-Process +processing 41,51 O I-Process +as 52,54 O O +an 55,57 O O +example 58,65 O O +to 66,68 O O +describe 69,77 O B-Task +the 78,81 O I-Task +geodetic 82,90 O I-Task +data 91,95 O I-Task +transformation 96,110 O I-Task +method 111,117 O I-Task +. 117,118 O O + +Since 119,124 O O +Google 125,131 O O +Maps 132,136 O O +/ 136,137 O O +Earth 137,142 O O +server 143,149 O O +only 150,154 O O +gives 155,160 O O +the 161,164 O O +terrain 165,172 O O +data 173,177 O O +in 178,180 O O +graphical 181,190 O O +display 191,198 O O +, 198,199 O O +we 200,202 O O +have 203,207 O O +to 208,210 O O +get 211,214 O O +terrain 215,222 O B-Material +digital 223,230 O I-Material +data 231,235 O I-Material +from 236,240 O O +other 241,246 O O +sources 247,254 O O +. 254,255 O O + +The 256,259 O O +fine 260,264 O B-Process +- 264,265 O I-Process +resolution 265,275 O I-Process +( 276,277 O I-Process +3″ 277,279 O I-Process +or 280,282 O I-Process +finer 283,288 O I-Process +) 288,289 O I-Process +terrain 290,297 O I-Process +data 298,302 O I-Process +bases 303,308 O I-Process +such 309,313 O O +as 314,316 O O +SRTM 317,321 O B-Process +( 322,323 O O +Shuttle 323,330 O B-Process +Radar 331,336 O I-Process +Topographical 337,350 O I-Process +Mission 351,358 O I-Process +) 358,359 O O +or 360,362 O O +USGS 363,367 O O +'s 367,369 O O +DEM 370,373 O B-Process +( 374,375 O O +Digital 375,382 O B-Process +Elevation 383,392 O I-Process +Model 393,398 O I-Process +) 398,399 O O +data 400,404 O O +are 405,408 O O +necessary 409,418 O O +. 418,419 O O + +Moreover 420,428 O O +, 428,429 O O +since 430,435 O O +3DWF 436,440 O O +is 441,443 O O +used 444,448 O O +to 449,451 O O +model 452,457 O O +the 458,461 O O +fine 462,466 O B-Process +- 466,467 O I-Process +scale 467,472 O I-Process +( 473,474 O I-Process +meters 474,480 O I-Process +up 481,483 O I-Process +to 484,486 O I-Process +100 487,490 O I-Process +m 490,491 O I-Process +) 491,492 O I-Process +atmospheric 493,504 O I-Process +flow 505,509 O I-Process +, 509,510 O O +it 511,513 O O +needs 514,519 O O +fine 520,524 O O +resolution 525,535 O O +terrain 536,543 O O +data 544,548 O O +. 548,549 O O + +In 550,552 O O +this 553,557 O O +project 558,565 O O +, 565,566 O O +we 567,569 O O +use 570,573 O O +the 574,577 O O +terrain 578,585 O O +elevation 586,595 O O +data 596,600 O O +set 601,604 O O +from 605,609 O O +SRTM 610,614 O B-Process +( 615,616 O O +Farr 616,620 O O +et 621,623 O O +al 624,626 O O +. 626,627 O O + +2007 628,632 O O +) 632,633 O O +with 634,638 O O +3-arcsecond 639,650 O O +( 651,652 O O +~90 652,655 O O +m 655,656 O O +resolution 657,667 O O +at 668,670 O O +the 671,674 O O +equator 675,682 O O +) 682,683 O O +resolution 684,694 O O +. 694,695 O O + +The 696,699 O O +data 700,704 O O +covers 705,711 O O +the 712,715 O O +land 716,720 O O +area 721,725 O O +, 725,726 O O +nearly 727,733 O O +global 734,740 O O +from 741,745 O O +56S 746,749 O O +to 750,752 O O +60N 753,756 O O +latitudes 757,766 O O +. 766,767 O O + +We 768,770 O O +use 771,774 O O +the 775,778 O O +processed 779,788 O O +version 789,796 O O +4 797,798 O O +SRTM 799,803 O B-Process +data 804,808 O O +set 809,812 O O +as 813,815 O O +described 816,825 O O +in 826,828 O O +Gamache 829,836 O O +( 837,838 O O +2005 838,842 O O +) 842,843 O O +in 844,846 O O +which 847,852 O O +some 853,857 O O +of 858,860 O O +the 861,864 O O +missing 865,872 O O +data 873,877 O O +holes 878,883 O O +were 884,888 O O +filled 889,895 O O +. 895,896 O O + +The 897,900 O O +original 901,909 O O +data 910,914 O O +is 915,917 O O +organized 918,927 O O +in 928,930 O O +WGS84 931,936 O B-Material +( 937,938 O O +World 938,943 O B-Material +Geodetic 944,952 O I-Material +System 953,959 O I-Material +84 960,962 O I-Material +) 962,963 O O + +geodetic 964,972 O O +coordinate 973,983 O O +system 984,990 O O +. 990,991 O O + +When 992,996 O O +the 997,1000 O O +data 1001,1005 O O +are 1006,1009 O O +applied 1010,1017 O O +to 1018,1020 O O +the 1021,1024 O O +3DWF 1025,1029 O B-Process +model 1030,1035 O O +, 1035,1036 O O +they 1037,1041 O O +are 1042,1045 O O +transformed 1046,1057 O O +to 1058,1060 O O +the 1061,1064 O O +local 1065,1070 O O +East 1071,1075 O B-Material +, 1075,1076 O I-Material +North 1077,1082 O I-Material +and 1083,1086 O I-Material +Up 1087,1089 O I-Material +( 1090,1091 O O +ENU 1091,1094 O B-Material +) 1094,1095 O O +coordinate 1096,1106 O O +( 1107,1108 O O +see 1108,1111 O O +Fig 1112,1115 O O +. 1115,1116 O O + +3 1117,1118 O O +) 1118,1119 O O +. 1119,1120 O O + +Since 1121,1126 O O +the 1127,1130 O O +3DWF 1131,1135 O B-Process +is 1136,1138 O O +a 1139,1140 O O +fine 1141,1145 O O +scale 1146,1151 O O +wind 1152,1156 O O +model 1157,1162 O O +and 1163,1166 O O +its 1167,1170 O O +entire 1171,1177 O O +model 1178,1183 O O +domain 1184,1190 O O +is 1191,1193 O O +not 1194,1197 O O +intended 1198,1206 O O +to 1207,1209 O O +be 1210,1212 O O +larger 1213,1219 O O +than 1220,1224 O O +20×20 1225,1230 O O +km 1230,1232 O O +, 1232,1233 O O +this 1234,1238 O O +Cartesian 1239,1248 O B-Material +coordinate 1249,1259 O I-Material +system 1260,1266 O I-Material +is 1267,1269 O O +a 1270,1271 O O +good 1272,1276 O O +choice 1277,1283 O O +with 1284,1288 O O +very 1289,1293 O O +little 1294,1300 O O +distortion 1301,1311 O O +due 1312,1315 O O +to 1316,1318 O O +the 1319,1322 O O +curvature 1323,1332 O O +of 1333,1335 O O +the 1336,1339 O O +Earth 1340,1345 O O +'s 1345,1347 O O +surface 1348,1355 O O +. 1355,1356 O O + +The 1357,1360 O O +transformation 1361,1375 O O +from 1376,1380 O O +the 1381,1384 O O +WGS84 1385,1390 O O +data 1391,1395 O O +to 1396,1398 O O +the 1399,1402 O O +ENU 1403,1406 O O +coordinate 1407,1417 O O +is 1418,1420 O O +performed 1421,1430 O O +as 1431,1433 O O +follows 1434,1441 O O +( 1442,1443 O O +Fukushima 1443,1452 O O +, 1452,1453 O O +2006 1454,1458 O O +; 1458,1459 O O +Featherstone 1460,1472 O O +and 1473,1476 O O +Claessens 1477,1486 O O +, 1486,1487 O O +2008 1488,1492 O O +) 1492,1493 O O +. 1493,1494 O O + + +-DOCSTART- (S0098300414000259) + +Apache 0,6 O B-Process +Pig 7,10 O I-Process +is 11,13 O O +a 14,15 O O +platform 16,24 O O +for 25,28 O O +creating 29,37 O O +MapReduce 38,47 O B-Process +workflows 48,57 O I-Process +with 58,62 O O +Hadoop 63,69 O B-Material +. 69,70 O O + +These 71,76 O O +workflows 77,86 O O +are 87,90 O O +expressed 91,100 O O +as 101,103 O O +directed 104,112 O B-Material +acyclic 113,120 O I-Material +graphs 121,127 O I-Material +( 128,129 O O +DAGs 129,133 O B-Material +) 133,134 O O +of 135,137 O O +tasks 138,143 O O +that 144,148 O O +exist 149,154 O O +at 155,157 O O +a 158,159 O O +conceptually 160,172 O O +higher 173,179 O O +level 180,185 O O +than 186,190 O O +their 191,196 O O +implementations 197,212 O O +as 213,215 O O +series 216,222 O O +of 223,225 O O +MapReduce 226,235 O B-Process +jobs 236,240 O O +. 240,241 O O + +Pig 242,245 O B-Process +Latin 246,251 O I-Process +is 252,254 O O +the 255,258 O O +procedural 259,269 O O +language 270,278 O O +used 279,283 O O +for 284,287 O O +building 288,296 O O +these 297,302 O O +workflows 303,312 O O +, 312,313 O O +providing 314,323 O O +syntax 324,330 O O +similar 331,338 O O +to 339,341 O O +the 342,345 O O +declarative 346,357 O O +SQL 358,361 O B-Process +commonly 362,370 O O +used 371,375 O O +for 376,379 O O +relational 380,390 O O +database 391,399 O O +systems 400,407 O O +. 407,408 O O + +In 409,411 O O +addition 412,420 O O +to 421,423 O O +standard 424,432 O O +SQL 433,436 O B-Process +operations 437,447 O I-Process +, 447,448 O O +Pig 449,452 O B-Process +can 453,456 O O +be 457,459 O O +extended 460,468 O O +with 469,473 O O +user 474,478 O B-Process +- 478,479 O I-Process +defined 479,486 O I-Process +functions 487,496 O I-Process +( 497,498 O O +UDFs 498,502 O B-Process +) 502,503 O O +commonly 504,512 O O +written 513,520 O O +in 521,523 O O +Java 524,528 O O +. 528,529 O O + +We 530,532 O O +adopted 533,540 O O +Pig 541,544 O B-Process +for 545,548 O O +our 549,552 O O +implementation 553,567 O O +of 568,570 O O +the 571,574 O O +correlator 575,585 O O +to 586,588 O O +speed 589,594 O O +up 595,597 O O +development 598,609 O O +time 610,614 O O +, 614,615 O O +allow 616,621 O O +for 622,625 O O +ad 626,628 O O +hoc 629,632 O O +workflow 633,641 O O +changes 642,649 O O +, 649,650 O O +and 651,654 O O +to 655,657 O O +embrace 658,665 O O +the 666,669 O O +Hadoop 670,676 O B-Material +community׳s 677,688 O O +migration 689,698 O O +away 699,703 O O +from 704,708 O O +MapReduce 709,718 O B-Process +towards 719,726 O O +more 727,731 O O +generalized 732,743 O O +DAG 744,747 O B-Task +processing 748,758 O I-Task +( 759,760 O O +Mayer 760,765 O O +, 765,766 O O +2013 767,771 O O +) 771,772 O O +. 772,773 O O + +Specifically 774,786 O O +, 786,787 O O +in 788,790 O O +the 791,794 O O +event 795,800 O O +that 801,805 O O +future 806,812 O O +versions 813,821 O O +of 822,824 O O +Hadoop 825,831 O B-Material +are 832,835 O O +optimized 836,845 O O +to 846,848 O O +support 849,856 O O +paradigms 857,866 O O +other 867,872 O O +than 873,877 O O +MapReduce 878,887 O B-Process +, 887,888 O O +Pig 889,892 O B-Material +scripts 893,900 O I-Material +could 901,906 O O +take 907,911 O O +advantage 912,921 O O +of 922,924 O O +these 925,930 O O +advances 931,939 O O +without 940,947 O O +recoding 948,956 O O +, 956,957 O O +whereas 958,965 O O +explicit 966,974 O O +Java 975,979 O B-Process +MapReduce 980,989 O I-Process +jobs 990,994 O O +would 995,1000 O O +need 1001,1005 O O +to 1006,1008 O O +be 1009,1011 O O +rewritten 1012,1021 O O +. 1021,1022 O O + + +-DOCSTART- (S0098300414002532) + +The 0,3 O B-Task +threshold 4,13 O I-Task +values 14,20 O I-Task +for 21,24 O I-Task +removing 25,33 O I-Task +large 34,39 O I-Task +caters 40,46 O I-Task +were 47,51 O I-Task +determined 52,62 O I-Task +by 63,65 O O +examining 66,75 O O +the 76,79 O O +craters 80,87 O O +within 88,94 O O +the 95,98 O O +study 99,104 O O +area 105,109 O O +, 109,110 O O +referencing 111,122 O O +previous 123,131 O O +studies 132,139 O O +( 140,141 O O +Molloy 141,147 O O +and 148,151 O O +Stepinski 152,161 O O +, 161,162 O O +2007 163,167 O O +) 167,168 O O +, 168,169 O O +and 170,173 O O +some 174,178 O O +trial 179,184 O O +and 185,188 O O +error 189,194 O O +. 194,195 O O + +After 196,201 O O +the 202,205 O O +parameter 206,215 O O +values 216,222 O O +are 223,226 O O +determined 227,237 O O +, 237,238 O O +the 239,242 O O +rest 243,247 O O +of 248,250 O O +the 251,254 O O +process 255,262 O O +is 263,265 O O +automated 266,275 O O +. 275,276 O O + +However 277,284 O O +, 284,285 O O +we 286,288 O O +do 289,291 O O +anticipate 292,302 O O +some 303,307 O O +minimum 308,315 O O +manual 316,322 O B-Process +editing 323,330 O I-Process +may 331,334 O O +be 335,337 O O +needed 338,344 O O +in 345,347 O O +some 348,352 O O +complicated 353,364 O O +terrains 365,373 O O +when 374,378 O O +apply 379,384 O O +it 385,387 O O +to 388,390 O O +all 391,394 O O +of 395,397 O O +Mars 398,402 O O +. 402,403 O O + +To 404,406 O O +minimize 407,415 O O +the 416,419 O O +distortion 420,430 O O +resulted 431,439 O O +from 440,444 O O +map 445,448 O O +projection 449,459 O O +on 460,462 O O +global 463,469 O O +datasets 470,478 O O +, 478,479 O O +we 480,482 O O +will 483,487 O O +choose 488,494 O O +an 495,497 O O +equal 498,503 O O +area 504,508 O O +projection 509,519 O O +by 520,522 O O +evaluating 523,533 O O +the 534,537 O O +options 538,545 O O +suggested 546,555 O O +in 556,558 O O +Steinwand 559,568 O O +et 569,571 O O +al 572,574 O O +. 574,575 O O + +( 576,577 O O +1995 577,581 O O +) 581,582 O O +or 583,585 O O +conduct 586,593 O O +geodesic 594,602 O O +area 603,607 O O +calculation 608,619 O O +using 620,625 O O +software 626,634 O O +such 635,639 O O +as 640,642 O O +“ 643,644 O O +Tools 644,649 O B-Process +for 650,653 O I-Process +Graphics 654,662 O I-Process +and 663,666 O I-Process +Shapes 667,673 O I-Process + +” 673,674 O O +( 675,676 O O +http://www.jennessent.com/arcgis/shapes_graphics.htm)Although 676,737 O O +post 738,742 O O +- 742,743 O O +formational 743,754 O O +modification 755,767 O O +to 768,770 O O +the 771,774 O O +valleys 775,782 O O +may 783,786 O O +be 787,789 O O +minimum 790,797 O O +( 798,799 O O +Williams 799,807 O O +and 808,811 O O +Phillips 812,820 O O +, 820,821 O O +2001 822,826 O O +) 826,827 O O +, 827,828 O O +there 829,834 O O +may 835,838 O O +nonetheless 839,850 O O +be 851,853 O O +modifications 854,867 O O +such 868,872 O O +as 873,875 O O +eolian 876,882 O O +fill 883,887 O O +and 888,891 O O +mass 892,896 O O +wasting 897,904 O O +( 905,906 O O +e.g. 906,910 O O +, 910,911 O O +Grant 912,917 O O +et 918,920 O O +al 921,923 O O +. 923,924 O O +, 924,925 O O +2008 926,930 O O +) 930,931 O O +. 931,932 O O + +Thus 933,937 O O +the 938,941 O O +volume 942,948 O O +estimates 949,958 O O +derived 959,966 O O +with 967,971 O O +PBTH 972,976 O B-Process +method 977,983 O I-Process +represents 984,994 O O +a 995,996 O O +lower 997,1002 O O +bound 1003,1008 O O +. 1008,1009 O O + +Comparing 1010,1019 O O +the 1020,1023 O O +estimates 1024,1033 O O +from 1034,1038 O O +MOLA 1039,1043 O B-Material +and 1044,1047 O O +HRSC 1048,1052 O B-Material +data 1053,1057 O O +reveals 1058,1065 O O +that 1066,1070 O O +MOLA 1071,1075 O B-Material +estimate 1076,1084 O O +is 1085,1087 O O +about 1088,1093 O O +91 1094,1096 O O +% 1096,1097 O O +of 1098,1100 O O +HRSC 1101,1105 O B-Material +value 1106,1111 O O +. 1111,1112 O O + +However 1113,1120 O O +, 1120,1121 O O +MOLA 1122,1126 O B-Material +has 1127,1130 O O +global 1131,1137 O O +coverage 1138,1146 O O +whereas 1147,1154 O O +HRSC 1155,1159 O B-Material +does 1160,1164 O O +not 1165,1168 O O +. 1168,1169 O O + +Therefore 1170,1179 O O +, 1179,1180 O O +for 1181,1184 O O +areas 1185,1190 O O +where 1191,1196 O O +there 1197,1202 O O +is 1203,1205 O O +only 1206,1210 O O +MOLA 1211,1215 O B-Material +coverage 1216,1224 O O +, 1224,1225 O O +the 1226,1229 O O +estimate 1230,1238 O O +may 1239,1242 O O +be 1243,1245 O O +scaled 1246,1252 O O +upward 1253,1259 O O +by 1260,1262 O O +1.1 1263,1266 O O +times 1267,1272 O O +. 1272,1273 O O + +The 1274,1277 O O +algorithm 1278,1287 O O +has 1288,1291 O O +been 1292,1296 O O +tested 1297,1303 O O +on 1304,1306 O O +DEMs 1307,1311 O B-Material +with 1312,1316 O O +various 1317,1324 O O +resolutions 1325,1336 O O +( 1337,1338 O O +2 1338,1339 O O +m 1340,1341 O O +for 1342,1345 O O +simulated 1346,1355 O O +DEM 1356,1359 O B-Material +, 1359,1360 O O +75 1361,1363 O O +m 1363,1364 O O +for 1365,1368 O O +HRSC 1369,1373 O B-Material +, 1373,1374 O O +and 1375,1378 O O +463 1379,1382 O O +m 1382,1383 O O +for 1384,1387 O O +MOLA 1388,1392 O B-Material +) 1392,1393 O O +. 1393,1394 O O + +It 1395,1397 O O +can 1398,1401 O O +certainly 1402,1411 O O +be 1412,1414 O O +applied 1415,1422 O O +to 1423,1425 O O +higher 1426,1432 O O +resolution 1433,1443 O O +DEMs 1444,1448 O B-Material +for 1449,1452 O O +Mars 1453,1457 O O +when 1458,1462 O O +they 1463,1467 O O +become 1468,1474 O O +available 1475,1484 O O +, 1484,1485 O O +but 1486,1489 O O +the 1490,1493 O O +threshold 1494,1503 O O +values 1504,1510 O O +will 1511,1515 O O +need 1516,1520 O O +to 1521,1523 O O +be 1524,1526 O O +adjusted 1527,1535 O O +. 1535,1536 O O + + +-DOCSTART- (S0166361516300926) + +This 0,4 O O +research 5,13 O O +traces 14,20 O O +the 21,24 O O +implementation 25,39 O O +of 40,42 O O +an 43,45 O O +information 46,57 O O +system 58,64 O O +in 65,67 O O +the 68,71 O O +form 72,76 O O +of 77,79 O O +ERP 80,83 O B-Material +modules 84,91 O I-Material +covering 92,100 O O +tenant 101,107 O O +and 108,111 O O +contract 112,120 O O +management 121,131 O O +in 132,134 O O +a 135,136 O O +Chinese 137,144 O O +service 145,152 O O +company 153,160 O O +. 160,161 O O + +Misalignments 162,175 O O +between 176,183 O O +the 184,187 O O +ERP 188,191 O B-Process +system 192,198 O I-Process +specification 199,212 O O +and 213,216 O O +user 217,221 O O +needs 222,227 O O +led 228,231 O O +to 232,234 O O +the 235,238 O O +adoption 239,247 O O +of 248,250 O O +informal 251,259 O O +processes 260,269 O O +within 270,276 O O +the 277,280 O O +organisation 281,293 O O +. 293,294 O O + +These 295,300 O O +processes 301,310 O O +are 311,314 O O +facilitated 315,326 O O +within 327,333 O O +an 334,336 O O +informal 337,345 O O +organisational 346,360 O O +structure 361,370 O O +and 371,374 O O +are 375,378 O O +based 379,384 O O +on 385,387 O O +human 388,393 O O +interactions 394,406 O O +undertaken 407,417 O O +within 418,424 O O +the 425,428 O O +formal 429,435 O O +organisation 436,448 O O +. 448,449 O O + +Rather 450,456 O O +than 457,461 O O +to 462,464 O O +attempt 465,472 O O +to 473,475 O O +suppress 476,484 O O +the 485,488 O O +emergence 489,498 O O +of 499,501 O O +the 502,505 O O +informal 506,514 O O +organisation 515,527 O O +the 528,531 O O +company 532,539 O O +decided 540,547 O O +to 548,550 O O +channel 551,558 O O +the 559,562 O O +energies 563,571 O O +of 572,574 O O +staff 575,580 O O +involved 581,589 O O +in 590,592 O O +informal 593,601 O O +processes 602,611 O O +towards 612,619 O O +organisational 620,634 O O +goals 635,640 O O +. 640,641 O O + +The 642,645 O O +company 646,653 O O +achieved 654,662 O O +this 663,667 O O +by 668,670 O O +harnessing 671,681 O O +the 682,685 O O +capabilities 686,698 O O +of 699,701 O O +what 702,706 O O +we 707,709 O O +term 710,714 O O +a 715,716 O O +hybrid 717,723 O B-Process +ERP 724,727 O I-Process +system 728,734 O I-Process +, 734,735 O O +combining 736,745 O O +the 746,749 O O +functionality 750,763 O O +of 764,766 O O +a 767,768 O O +traditional 769,780 O O +( 781,782 O O +formal 782,788 O O +) 788,789 O O +ERP 790,793 O B-Process +installation 794,806 O I-Process +with 807,811 O O +the 812,815 O O +capabilities 816,828 O O +of 829,831 O O +Enterprise 832,842 O B-Process +Social 843,849 O I-Process +Software 850,858 O I-Process +( 859,860 O O +ESS 860,863 O B-Process +) 863,864 O O +. 864,865 O O + +However 866,873 O O +the 874,877 O O +company 878,885 O O +recognised 886,896 O O +that 897,901 O O +the 902,905 O O +successful 906,916 O O +operation 917,926 O O +of 927,929 O O +the 930,933 O O +hybrid 934,940 O O +ERP 941,944 O B-Process +system 945,951 O I-Process +would 952,957 O O +require 958,965 O O +a 966,967 O O +number 968,974 O O +of 975,977 O O +changes 978,985 O O +in 986,988 O O +organisational 989,1003 O O +design 1004,1010 O O +in 1011,1013 O O +areas 1014,1019 O O +such 1020,1024 O O +as 1025,1027 O O +reporting 1028,1037 O O +structures 1038,1048 O O +and 1049,1052 O O +communication 1053,1066 O O +channels 1067,1075 O O +. 1075,1076 O O + +A 1077,1078 O O +narrative 1079,1088 O O +provided 1089,1097 O O +by 1098,1100 O O +interviews 1101,1111 O O +with 1112,1116 O O +company 1117,1124 O O +personnel 1125,1134 O O +is 1135,1137 O O +thematised 1138,1148 O O +around 1149,1155 O O +the 1156,1159 O O +formal 1160,1166 O O +and 1167,1170 O O +informal 1171,1179 O O +characteristics 1180,1195 O O +of 1196,1198 O O +the 1199,1202 O O +organisation 1203,1215 O O +as 1216,1218 O O +defined 1219,1226 O O +in 1227,1229 O O +the 1230,1233 O O +literature 1234,1244 O O +. 1244,1245 O O + +This 1246,1250 O O +leads 1251,1256 O O +to 1257,1259 O O +a 1260,1261 O O +definition 1262,1272 O O +of 1273,1275 O O +the 1276,1279 O O +characteristics 1280,1295 O O +of 1296,1298 O O +the 1299,1302 O O +hybrid 1303,1309 O O +organisation 1310,1322 O O +and 1323,1326 O O +strategies 1327,1337 O O +for 1338,1341 O O +enabling 1342,1350 O O +a 1351,1352 O O +hybrid 1353,1359 O O +organisation 1360,1372 O O +, 1372,1373 O O +facilitated 1374,1385 O O +by 1386,1388 O O +a 1389,1390 O O +hybrid 1391,1397 O B-Process +ERP 1398,1401 O I-Process +system 1402,1408 O I-Process +, 1408,1409 O O +which 1410,1415 O O +directs 1416,1423 O O +formal 1424,1430 O O +and 1431,1434 O O +informal 1435,1443 O O +behaviour 1444,1453 O O +towards 1454,1461 O O +organisational 1462,1476 O O +goals 1477,1482 O O +and 1483,1486 O O +provides 1487,1495 O O +a 1496,1497 O O +template 1498,1506 O O +for 1507,1510 O O +future 1511,1517 O O +hybrid 1518,1524 O O +implementations 1525,1540 O O +. 1540,1541 O O + + +-DOCSTART- (S0168365912007560) + +We 0,2 O O +addressed 3,12 O O +the 13,16 O O +question 17,25 O O +whether 26,33 O B-Task +carbohydrate 34,46 O I-Task +coupling 47,55 O I-Task +increased 56,65 O I-Task +antigen 66,73 O I-Task +uptake 74,80 O I-Task +by 81,83 O O +DCs 84,87 O O +via 88,91 O O +C 92,93 O B-Process +- 93,94 O I-Process +type 94,98 O I-Process +lectin 99,105 O I-Process +receptor 106,114 O I-Process +targeting 115,124 O I-Process +. 124,125 O O + +Therefore 126,135 O O +, 135,136 O O +the 137,140 O O +antigens 141,149 O B-Material +were 150,154 O O +labeled 155,162 O O +with 163,167 O O +pHrodo 168,174 O B-Material +Red 175,178 O I-Material +dye 179,182 O I-Material +( 183,184 O O +Invitrogen 184,194 O B-Material +) 194,195 O O +, 195,196 O O +a 197,198 O O +dye 199,202 O O +that 203,207 O O +specifically 208,220 O O +fluoresces 221,231 O B-Process +as 232,234 O O +pH 235,237 O O +decreases 238,247 O O +from 248,252 O O +neutral 253,260 O O +to 261,263 O O +acidic 264,270 O O +, 270,271 O O +as 272,274 O O +provided 275,283 O O +in 284,286 O O +endosomes 287,296 O B-Material +/ 296,297 O O +lysosomes 297,306 O B-Material +of 307,309 O O +cells 310,315 O O +. 315,316 O O + +In 317,319 O O +vitro 320,325 O O +characterization 326,342 O O +of 343,345 O O +the 346,349 O O +cellular 350,358 O O +uptake 359,365 O O +of 366,368 O O +neoglycocomplexes 369,386 O B-Material +using 387,392 O O +bone 393,397 O B-Material +marrow 398,404 O I-Material +derived 405,412 O I-Material +dendritic 413,422 O I-Material +cells 423,428 O I-Material +( 429,430 O O +BMDCs 430,435 O B-Material +) 435,436 O O +demonstrated 437,449 O O +superior 450,458 O O +ingestion 459,468 O B-Process +of 469,471 O O +mannan 472,478 O O +- 478,479 O O +conjugates 479,489 O O +MN 490,492 O O +– 492,493 O O +Ova 493,496 O O +and 497,500 O O +MN 501,503 O O + +– 503,504 O O +Pap 504,507 O O +( 508,509 O O +Supplementary 509,522 O O +Fig 523,526 O O +. 526,527 O O + +S4A 528,531 O O +- 531,532 O O +D 532,533 O O +, 533,534 O O +F 534,535 O O +) 535,536 O O +. 536,537 O O + +This 538,542 O O +was 543,546 O O +confirmed 547,556 O O +in 557,559 O O +vivo 560,564 O O +by 565,567 O O +intradermal 568,579 O B-Task +needle 580,586 O I-Task +- 586,587 O I-Task +injection 587,596 O I-Task +of 597,599 O O +labeled 600,607 O O +antigen 608,615 O O +into 616,620 O O +the 621,624 O O +ear 625,628 O O +pinnae 629,635 O O +of 636,638 O O +mice 639,643 O O +. 643,644 O O + +Antigen 645,652 O B-Material +uptake 653,659 O O +and 660,663 O O +transport 664,673 O O +to 674,676 O O +the 677,680 O O +ear 681,684 O O + +dLNs 685,689 O O +were 690,694 O O +measured 695,703 O O +after 704,709 O O +24h 710,713 O O +by 714,716 O O +FACS 717,721 O B-Process +analysis 722,730 O I-Process +. 730,731 O O + +DCs 732,735 O O +in 736,738 O O +cervical 739,747 O O +LNs 748,751 O O +were 752,756 O O +identified 757,767 O O +according 768,777 O O +to 778,780 O O +their 781,786 O O +high 787,791 O O +expression 792,802 O O +of 803,805 O O +MHC 806,809 O O +class 810,815 O O +II 816,818 O O +( 819,820 O O +Fig 820,823 O O +. 823,824 O O + +3A 825,827 O O +) 827,828 O O +and 829,832 O O +additionally 833,845 O O +characterized 846,859 O O +by 860,862 O O +CD8α 863,867 O B-Material +, 867,868 O O +CD11b 869,874 O B-Material +, 874,875 O O +and 876,879 O O +CD11c 880,885 O B-Material +expression 886,896 O O +and 897,900 O O +uptake 901,907 O O +of 908,910 O O +pHrodo 911,917 O B-Material +- 917,918 O I-Material +labeled 918,925 O I-Material +antigen 926,933 O I-Material +( 934,935 O O +Fig 935,938 O O +. 938,939 O O + +3B 940,942 O O +, 942,943 O O +D 944,945 O O +– 945,946 O O +F 946,947 O O +) 947,948 O O +. 948,949 O O + +The 950,953 O O +results 954,961 O O +showed 962,968 O O +significantly 969,982 O O +elevated 983,991 O O +numbers 992,999 O O +of 1000,1002 O O +pHrodo+MHCIIhigh 1003,1019 O B-Material +DCs 1020,1023 O I-Material +for 1024,1027 O O +mannan 1028,1034 O O +conjugates 1035,1045 O O +MN 1046,1048 O B-Material +– 1048,1049 O I-Material +Ova 1049,1052 O I-Material +and 1053,1056 O O +MN 1057,1059 O B-Material +– 1059,1060 O I-Material +Pap 1060,1063 O I-Material +( 1064,1065 O O +and 1065,1068 O O +to 1069,1071 O O +a 1072,1073 O O +lesser 1074,1080 O O +degree 1081,1087 O O +for 1088,1091 O O +MD 1092,1094 O B-Material +– 1094,1095 O I-Material +Pap 1095,1098 O I-Material +) 1098,1099 O O +in 1100,1102 O O +comparison 1103,1113 O O +to 1114,1116 O O +the 1117,1120 O O +unmodified 1121,1131 O O +antigens 1132,1140 O B-Material +( 1141,1142 O O +Fig 1142,1145 O O +. 1145,1146 O O + +3C 1147,1149 O O +) 1149,1150 O O +. 1150,1151 O O + +Both 1152,1156 O O +carbohydrates 1157,1170 O B-Material +targeted 1171,1179 O O +antigen 1180,1187 O B-Material +preferentially 1188,1202 O O +to 1203,1205 O O +CD8α− 1206,1211 O B-Material +DCs 1212,1215 O I-Material +, 1215,1216 O O +as 1217,1219 O O +indicated 1220,1229 O O +by 1230,1232 O O +an 1233,1235 O O +increase 1236,1244 O O +in 1245,1247 O O +CD8α−/pHrodo+ 1248,1261 O B-Material +DCs 1262,1265 O I-Material +compared 1266,1274 O O +to 1275,1277 O O +unmodified 1278,1288 O O +antigens 1289,1297 O B-Material +( 1298,1299 O O +Fig 1299,1302 O O +. 1302,1303 O O + +3E 1304,1306 O O +and 1307,1310 O O +F 1311,1312 O O +) 1312,1313 O O +. 1313,1314 O O + +Nevertheless 1315,1327 O O +, 1327,1328 O O +whether 1329,1336 O O +the 1337,1340 O O +antigens 1341,1349 O B-Material +were 1350,1354 O O +taken 1355,1360 O O +up 1361,1363 O O +in 1364,1366 O O +situ 1367,1371 O O +by 1372,1374 O O +dermal 1375,1381 O O +DCs 1382,1385 O O +or 1386,1388 O O +by 1389,1391 O O +LN 1392,1394 O O +resident 1395,1403 O O +APCs 1404,1408 O O +via 1409,1412 O O +the 1413,1416 O O +afferent 1417,1425 O O +lymphatics 1426,1436 O O +could 1437,1442 O O +not 1443,1446 O O +be 1447,1449 O O +fully 1450,1455 O O +elucidated 1456,1466 O O +. 1466,1467 O O + +Histology 1468,1477 O O +revealed 1478,1486 O O +that 1487,1491 O O +antigen 1492,1499 O B-Material +- 1499,1500 O I-Material +loaded 1500,1506 O I-Material +cells 1507,1512 O I-Material +in 1513,1515 O O +the 1516,1519 O O +dLNs 1520,1524 O O +were 1525,1529 O O +already 1530,1537 O O +present 1538,1545 O O +30min 1546,1551 O O +after 1552,1557 O O +intradermal 1558,1569 O B-Process +injection 1570,1579 O I-Process +( 1580,1581 O O +Supplementary 1581,1594 O O +Fig 1595,1598 O O +. 1598,1599 O O + +S4 1600,1602 O O +G 1602,1603 O O +) 1603,1604 O O +, 1604,1605 O O +suggesting 1606,1616 O O +both 1617,1621 O O +mechanisms 1622,1632 O O +. 1632,1633 O O + + +-DOCSTART- (S0168365913001521) + +The 0,3 O O +mesoporous 4,14 O B-Material +silica 15,21 O I-Material +particles 22,31 O O +were 32,36 O O +prepared 37,45 O O +by 46,48 O O +the 49,52 O O +surfactant 53,63 O B-Process +self 64,68 O I-Process +- 68,69 O I-Process +assembly 69,77 O I-Process +method 78,84 O O +described 85,94 O O +previously 95,105 O O +[ 106,107 O O +18,24 107,112 O O +] 112,113 O O +. 113,114 O O + +Briefly 115,122 O O +, 122,123 O O +a 124,125 O O +homogeneous 126,137 O B-Material +solution 138,146 O I-Material +of 147,149 O O +the 150,153 O O +soluble 154,161 O B-Material +silica 162,168 O I-Material +precursor 169,178 O I-Material +, 178,179 O O +tetraethylorthosilicate 180,203 O B-Material +( 204,205 O O +TEOS 205,209 O B-Material +; 209,210 O O +Sigma 211,216 O O +- 216,217 O O +Aldrich 217,224 O O +Corp. 225,230 O O +, 230,231 O O +St. 232,235 O O +Louis 236,241 O O +, 241,242 O O +MO 243,245 O O +) 245,246 O O +, 246,247 O O +and 248,251 O O +hydrochloric 252,264 O B-Material +acid 265,269 O I-Material +was 270,273 O O +mixed 274,279 O O +in 280,282 O O +ethanol 283,290 O B-Material +and 291,294 O O +water 295,300 O B-Material +. 300,301 O I-Material + +A 302,303 O O +surfactant 304,314 O B-Material +, 314,315 O O +cetyltrimethylammonium 316,338 O B-Material +bromide 339,346 O I-Material +( 347,348 O O +CTAB 348,352 O B-Material +; 352,353 O O +Sigma 354,359 O O +- 359,360 O O +Aldrich 360,367 O O +Corp. 368,373 O O +, 373,374 O O +St. 375,378 O O +Louis 379,384 O O +, 384,385 O O +MO 386,388 O O +) 388,389 O O +, 389,390 O O +with 391,395 O O +an 396,398 O O +initial 399,406 O O +concentration 407,420 O O +much 421,425 O O +less 426,430 O O +than 431,435 O O +the 436,439 O O +critical 440,448 O O +micelle 449,456 O O +concentration 457,470 O O +was 471,474 O O +added 475,480 O O +to 481,483 O O +lower 484,489 O O +the 490,493 O O +surface 494,501 O O +tension 502,509 O O +of 510,512 O O +the 513,516 O O +liquid 517,523 O O +mixture 524,531 O O +and 532,535 O O +act 536,539 O O +as 540,542 O O +the 543,546 O O +mesoporous 547,557 O B-Material +structure 558,567 O I-Material +- 567,568 O I-Material +directing 568,577 O I-Material +template 578,586 O I-Material +. 586,587 O O + +Aerosol 588,595 O B-Material +solutions 596,605 O I-Material +of 606,608 O O +soluble 609,616 O B-Material +silica 617,623 O I-Material +plus 624,628 O O +surfactant 629,639 O B-Material +were 640,644 O O +then 645,649 O O +generated 650,659 O O +with 660,664 O O +nitrogen 665,673 O B-Process +as 674,676 O O +a 677,678 O O +carrier 679,686 O O +atomizing 687,696 O B-Material +gas 697,700 O I-Material +using 701,706 O O +a 707,708 O O +commercially 709,721 O O +available 722,731 O O +atomizer 732,740 O B-Process +( 741,742 O O +Model 742,747 O O +9392A 748,753 O O +, 753,754 O O +TSI 755,758 O O +, 758,759 O O +Inc. 760,764 O O +, 764,765 O O +St. 766,769 O O +Paul 770,774 O O +, 774,775 O O +MN 776,778 O O +) 778,779 O O +. 779,780 O O + +The 781,784 O O +aerosol 785,792 O B-Material +droplets 793,801 O I-Material +were 802,806 O O +solidified 807,817 O O +in 818,820 O O +a 821,822 O O +tube 823,827 O B-Process +furnace 828,835 O I-Process +at 836,838 O O +400 839,842 O O +° 842,843 O O +C 843,844 O O +until 845,850 O O +dry 851,854 O O +. 854,855 O O + +Once 856,860 O O +dried 861,866 O O +, 866,867 O O +a 868,869 O O +durapore 870,878 O B-Material +membrane 879,887 O I-Material +filter 888,894 O I-Material +, 894,895 O O +kept 896,900 O O +at 901,903 O O +80 904,906 O O +° 906,907 O O +C 907,908 O O +, 908,909 O O +was 910,913 O O +used 914,918 O O +to 919,921 O O +collect 922,929 O O +the 930,933 O O +particles 934,943 O O +. 943,944 O O + +As 945,947 O O +a 948,949 O O +final 950,955 O O +step 956,960 O O +, 960,961 O O +the 962,965 O O +surfactant 966,976 O B-Material +was 977,980 O O +removed 981,988 O O +at 989,991 O O +400 992,995 O O +° 995,996 O O +C 996,997 O O +for 998,1001 O O +5h 1002,1004 O O +via 1005,1008 O O +calcination 1009,1020 O B-Process +. 1020,1021 O O + +The 1022,1025 O O +surface 1026,1033 O O +of 1034,1036 O O +the 1037,1040 O O +mesoporous 1041,1051 O B-Material +silica 1052,1058 O I-Material +core 1059,1063 O I-Material +in 1064,1066 O O +these 1067,1072 O O +studies 1073,1080 O O +was 1081,1084 O O +chemically 1085,1095 O O +modified 1096,1104 O O +with 1105,1109 O O +10wt.% 1110,1116 O O +or 1117,1119 O O +15wt.% 1120,1126 O O +by 1127,1129 O O +aminopropyltriethoxysilane 1130,1156 O B-Material +( 1157,1158 O O +APTES 1158,1163 O B-Material +; 1163,1164 O O +Sigma 1165,1170 O O +- 1170,1171 O O +Aldrich 1171,1178 O O +Corp. 1179,1184 O O +, 1184,1185 O O +St. 1186,1189 O O +Louis 1190,1195 O O +, 1195,1196 O O +MO 1197,1199 O O +) 1199,1200 O O +conducted 1201,1210 O O +identically 1211,1222 O O +as 1223,1225 O O +previously 1226,1236 O O +described 1237,1246 O O +[ 1247,1248 O O +17 1248,1250 O O +] 1250,1251 O O +to 1252,1254 O O +create 1255,1261 O O +a 1262,1263 O O +positive 1264,1272 O O +surface 1273,1280 O O +charge 1281,1287 O O +to 1288,1290 O O +increase 1291,1299 O O +loading 1300,1307 O O +efficiency 1308,1318 O O +of 1319,1321 O O +negatively 1322,1332 O O +charged 1333,1340 O O +cargo 1341,1346 O O +. 1346,1347 O O + +Further 1348,1355 O O +, 1355,1356 O O +Liu 1357,1360 O O +and 1361,1364 O O +colleagues 1365,1375 O O +report 1376,1382 O O +the 1383,1386 O O +colloidal 1387,1396 O O +stability 1397,1406 O O +of 1407,1409 O O +these 1410,1415 O O +protocells 1416,1426 O B-Material +with 1427,1431 O O +lipid 1432,1437 O O +bilayers 1438,1446 O O +, 1446,1447 O O +excess 1448,1454 O O +amount 1455,1461 O O +of 1462,1464 O O +liposomes 1465,1474 O B-Material +( 1475,1476 O O +50μg 1476,1480 O O +liposomes 1481,1490 O O +per 1491,1494 O O +0.5 1495,1498 O O +mg 1498,1500 O O +silica 1501,1507 O O +were 1508,1512 O O +used 1513,1517 O O +[ 1518,1519 O O +18 1519,1521 O O +] 1521,1522 O O +) 1522,1523 O O +. 1523,1524 O O + + +-DOCSTART- (S0168365913009589) + +Ultrasound 0,10 O B-Process +( 11,12 O O +US 12,14 O B-Process +) 14,15 O O +can 16,19 O O +initiate 20,28 O O +the 29,32 O O +release 33,40 O O +of 41,43 O O +drugs 44,49 O O +from 50,54 O O +liposomes 55,64 O B-Material +via 65,68 O O +an 69,71 O O +event 72,77 O O +called 78,84 O O +inertial 85,93 O B-Task +cavitation 94,104 O I-Task +, 104,105 O O +whereby 106,113 O O +the 114,117 O O +rarefactional 118,131 O O +phase 132,137 O O +of 138,140 O O +an 141,143 O O +ultrasound 144,154 O O +wave 155,159 O O +causes 160,166 O O +the 167,170 O O +expansion 171,180 O O +of 181,183 O O +a 184,185 O O +gas 186,189 O B-Material +bubble 190,196 O I-Material +followed 197,205 O O +by 206,208 O O +a 209,210 O O +violent 211,218 O O +collapse 219,227 O O +due 228,231 O O +to 232,234 O O +the 235,238 O O +inertia 239,246 O O +of 247,249 O O +the 250,253 O O +surrounding 254,265 O O +media 266,271 O O +. 271,272 O O + +This 273,277 O O +collapse 278,286 O O +creates 287,294 O O +shock 295,300 O O +waves 301,306 O O +which 307,312 O O +can 313,316 O O +disrupt 317,324 O O +the 325,328 O O +stability 329,338 O O +of 339,341 O O +co 342,344 O O +- 344,345 O O +localised 345,354 O O +liposomal 355,364 O O +drug 365,369 O O +carriers 370,378 O O +. 378,379 O O + +To 380,382 O O +date 383,387 O O +, 387,388 O O +studies 389,396 O O +have 397,401 O O +concentrated 402,414 O O +on 415,417 O O +the 418,421 O O +use 422,425 O O +of 426,428 O O +low 429,432 O O +frequency 433,442 O O +or 443,445 O O +high 446,450 O O +intensity 451,460 O O +US 461,463 O B-Process +to 464,466 O O +generate 467,475 O O +gas 476,479 O B-Material +bubbles 480,487 O I-Material +in 488,490 O O +situ 491,495 O O +, 495,496 O O +and 497,500 O O +most 501,505 O O +recently 506,514 O O +such 515,519 O O +parameters 520,530 O O +have 531,535 O O +been 536,540 O O +used 541,545 O O +to 546,548 O O +achieve 549,556 O O +a 557,558 O O +variable 559,567 O O +level 568,573 O O +of 574,576 O O +triggered 577,586 O O +drug 587,591 O O +release 592,599 O O +following 600,609 O O +an 610,612 O O +intratumoral 613,625 O B-Process +injection 626,635 O I-Process +of 636,638 O O +liposomes 639,648 O O +[ 649,650 O O +14 650,652 O O +] 652,653 O O +. 653,654 O O + +However 655,662 O O +, 662,663 O O +concerns 664,672 O O +persist 673,680 O O +over 681,685 O O +the 686,689 O O +damage 690,696 O O +to 697,699 O O +non 700,703 O O +- 703,704 O O +target 704,710 O O +tissue 711,717 O O +that 718,722 O O +such 723,727 O O +US 728,730 O B-Process +exposure 731,739 O O +parameters 740,750 O O +may 751,754 O O +cause 755,760 O O +and 761,764 O O +whether 765,772 O O +ultimately 773,783 O O +they 784,788 O O +will 789,793 O O +be 794,796 O O +widely 797,803 O O +clinically 804,814 O O +applicable 815,825 O O +. 825,826 O O + +An 827,829 O O +alternative 830,841 O O +strategy 842,850 O O +is 851,853 O O +to 854,856 O O +utilise 857,864 O O +high 865,869 O O +- 869,870 O O +frequency 870,879 O O +US 880,882 O B-Process +pulses 883,889 O O +at 890,892 O O +pressures 893,902 O O +in 903,905 O O +the 906,909 O O +diagnostic 910,920 O O +range 921,926 O O +in 927,929 O O +the 930,933 O O +presence 934,942 O O +of 943,945 O O +pre 946,949 O O +- 949,950 O O +existing 950,958 O O +gas 959,962 O O +bubbles 963,970 O O +. 970,971 O O + +This 972,976 O O +provides 977,985 O O +an 986,988 O O +inertial 989,997 O B-Task +cavitation 998,1008 O I-Task +stimulus 1009,1017 O O +for 1018,1021 O O +drug 1022,1026 O O +release 1027,1034 O O +using 1035,1040 O O +safe 1041,1045 O O +, 1045,1046 O O +clinically 1047,1057 O O +achievable 1058,1068 O O +US 1069,1071 O B-Process +exposure 1072,1080 O O +conditions 1081,1091 O O +and 1092,1095 O O +approved 1096,1104 O O +US 1105,1107 O B-Material +contrast 1108,1116 O I-Material +agents 1117,1123 O I-Material +[ 1124,1125 O O +15 1125,1127 O O +] 1127,1128 O O +. 1128,1129 O O + +Indeed 1130,1136 O O +, 1136,1137 O O +in 1138,1140 O O +the 1141,1144 O O +context 1145,1152 O O +of 1153,1155 O O +improving 1156,1165 O O +the 1166,1169 O O +delivery 1170,1178 O O +of 1179,1181 O O +therapeutics 1182,1194 O O +such 1195,1199 O O +as 1200,1202 O O +oncolytic 1203,1212 O B-Material +viruses 1213,1220 O I-Material +, 1220,1221 O O +this 1222,1226 O O +approach 1227,1235 O O +has 1236,1239 O O +already 1240,1247 O O +shown 1248,1253 O O +great 1254,1259 O O +promise 1260,1267 O O +[ 1268,1269 O O +16 1269,1271 O O +] 1271,1272 O O +. 1272,1273 O O + +A 1274,1275 O O +further 1276,1283 O O +advantage 1284,1293 O O +of 1294,1296 O O +this 1297,1301 O O +approach 1302,1310 O O +is 1311,1313 O O +that 1314,1318 O O +US 1319,1321 O B-Process +- 1321,1322 O I-Process +induced 1322,1329 O I-Process +cavitation 1330,1340 O I-Process +events 1341,1347 O O +produce 1348,1355 O O +distinct 1356,1364 O O +acoustic 1365,1373 O O +emissions 1374,1383 O O +that 1384,1388 O O +can 1389,1392 O O +be 1393,1395 O O +recorded 1396,1404 O O +and 1405,1408 O O +characterised 1409,1422 O O +providing 1423,1432 O O +non 1433,1436 O O +- 1436,1437 O O +invasive 1437,1445 O O +feedback 1446,1454 O O +, 1454,1455 O O +a 1456,1457 O O +feature 1458,1465 O O +which 1466,1471 O O +has 1472,1475 O O +proven 1476,1482 O O +useful 1483,1489 O O +in 1490,1492 O O +ablative 1493,1501 O O +US 1502,1504 O B-Process +applications 1505,1517 O O +[ 1518,1519 O O +17–19 1519,1524 O O +] 1524,1525 O O +. 1525,1526 O O + + +-DOCSTART- (S0168583X14003929) + +The 0,3 O O +most 4,8 O O +widely 9,15 O O +used 16,20 O O +ion 21,24 O O +source 25,31 O O +in 32,34 O O +FIB 35,38 O B-Process +instruments 39,50 O I-Process +is 51,53 O O +a 54,55 O O +gallium 56,63 O B-Material +( 64,65 O O +Ga 65,67 O B-Material +) 67,68 O O +liquid 69,75 O O +metal 76,81 O O +ion 82,85 O O +source 86,92 O O +( 93,94 O O +LMIS 94,98 O O +) 98,99 O O +[ 100,101 O O +1 101,102 O O +] 102,103 O O +. 103,104 O O + +Gallium 105,112 O B-Material +is 113,115 O O +attractive 116,126 O O +as 127,129 O O +an 130,132 O O +ion 133,136 O O +source 137,143 O O +because 144,151 O O +of 152,154 O O +its 155,158 O O +low 159,162 O O +melting 163,170 O O +temperature 171,182 O O +( 183,184 O O +29.8 184,188 O O +° 188,189 O O +C 189,190 O O +at 191,193 O O +standard 194,202 O O +atmospheric 203,214 O O +pressure 215,223 O O +[ 224,225 O O +4 225,226 O O +] 226,227 O O +) 227,228 O O +and 229,232 O O +its 233,236 O O +low 237,240 O O +volatility 241,251 O O +[ 252,253 O O +1 253,254 O O +] 254,255 O O +. 255,256 O O + +However 257,264 O O +, 264,265 O O +some 266,270 O O +materials 271,280 O O +show 281,285 O O +sensitivity 286,297 O O +to 298,300 O O +the 301,304 O O +Ga 305,307 O B-Process +ion 308,311 O I-Process +beam 312,316 O I-Process +. 316,317 O O + +This 318,322 O O +sensitivity 323,334 O O +is 335,337 O O +manifested 338,348 O O +as 349,351 O O +changes 352,359 O O +in 360,362 O O +the 363,366 O O +structure 367,376 O O +and 377,380 O O +chemical 381,389 O O +composition 390,401 O O +of 402,404 O O +the 405,408 O O +starting 409,417 O O +material 418,426 O O +upon 427,431 O O +exposure 432,440 O O +to 441,443 O O +the 444,447 O O +Ga 448,450 O B-Process +ion 451,454 O I-Process +beam 455,459 O I-Process +[ 460,461 O O +5 461,462 O O +] 462,463 O O +. 463,464 O O + +Group 465,470 O O +III 471,474 O O +– 474,475 O O +V 475,476 O O +compound 477,485 O O +semiconductors 486,500 O B-Process +are 501,504 O O +one 505,508 O O +class 509,514 O O +of 515,517 O O +materials 518,527 O O +that 528,532 O O +show 533,537 O O +such 538,542 O O +sensitivity 543,554 O O +. 554,555 O O + +Cryo 556,560 O B-Task +- 560,561 O I-Task +FIB 561,564 O I-Task +milling 565,572 O I-Task +has 573,576 O O +recently 577,585 O O +been 586,590 O O +reported 591,599 O O +to 600,602 O O +suppress 603,611 O O +the 612,615 O O +reactions 616,625 O O +between 626,633 O O +the 634,637 O O +Ga 638,640 O B-Process +ion 641,644 O I-Process +beam 645,649 O I-Process +and 650,653 O O +III 654,657 O B-Material +– 657,658 O I-Material +V 658,659 O I-Material +materials 660,669 O I-Material +[ 670,671 O O +6 671,672 O O +] 672,673 O O +. 673,674 O O + +The 675,678 O O +suggested 679,688 O O +advantage 689,698 O O +of 699,701 O O +cryo 702,706 O B-Task +- 706,707 O I-Task +FIB 707,710 O I-Task +milling 711,718 O I-Task +over 719,723 O O +room 724,728 O O +temperature 729,740 O O +milling 741,748 O O +of 749,751 O O +Group 752,757 O B-Material +III 758,761 O I-Material +– 761,762 O I-Material +V 762,763 O I-Material +materials 764,773 O I-Material +is 774,776 O O +appealing 777,786 O O +, 786,787 O O +given 788,793 O O +the 794,797 O O +variety 798,805 O O +of 806,808 O O +present 809,816 O O +and 817,820 O O +potential 821,830 O O +future 831,837 O O +applications 838,850 O O +for 851,854 O O +these 855,860 O O +materials 861,870 O O +( 871,872 O O +e.g. 872,876 O O +, 876,877 O O +as 878,880 O O +electronic 881,891 O B-Process +or 892,894 O I-Process +photonic 895,903 O I-Process +devices 904,911 O I-Process +given 912,917 O O +the 918,921 O O +favorable 922,931 O O +electron 932,940 O O +transport 941,950 O O +and 951,954 O O +direct 955,961 O O +band 962,966 O O +gap 967,970 O O +properties 971,981 O O +associated 982,992 O O +with 993,997 O O +several 998,1005 O O +III 1006,1009 O O +– 1009,1010 O O +V 1010,1011 O O +semiconductor 1012,1025 O B-Process +systems 1026,1033 O O +) 1033,1034 O O +. 1034,1035 O O + + +-DOCSTART- (S0257897213003563) + +According 0,9 O O +to 10,12 O O +the 13,16 O O +ellipsometric 17,30 O B-Process +spectra 31,38 O I-Process +, 38,39 O O +optical 40,47 O B-Process +constants 48,57 O I-Process +and 58,61 O O +other 62,67 O O +physical 68,76 O O +parameters 77,87 O O +can 88,91 O O +be 92,94 O O +extracted 95,104 O O +by 105,107 O O +an 108,110 O O +appropriate 111,122 O O +fitting 123,130 O O +model 131,136 O O +. 136,137 O O + +In 138,140 O O +order 141,146 O O +to 147,149 O O +estimate 150,158 O O +the 159,162 O O +optical 163,170 O B-Process +constants 171,180 O I-Process +/ 180,181 O I-Process +dielectric 181,191 O I-Process +functions 192,201 O O +of 202,204 O O +Ni 205,207 O B-Material +- 207,208 O I-Material +doped 208,213 O I-Material +TiO2 214,218 O I-Material +films 219,224 O I-Material +, 224,225 O O +a 226,227 O O +three 228,233 O B-Process +- 233,234 O I-Process +phase 234,239 O I-Process +layered 240,247 O I-Process +system 248,254 O I-Process +( 255,256 O O +air 256,259 O B-Process +/ 259,260 O I-Process +film 260,264 O I-Process +/ 264,265 O I-Process +substrate 265,274 O I-Process +) 274,275 O O +[ 276,277 O O +15 277,279 O O +] 279,280 O O +was 281,284 O O +utilized 285,293 O O +to 294,296 O O +study 297,302 O O +the 303,306 O O +ellipsometric 307,320 O O +spectra 321,328 O O +. 328,329 O O + +TiO2 330,334 O O +belongs 335,342 O O +to 343,345 O O +the 346,349 O O +wide 350,354 O O +band 355,359 O O +gap 360,363 O O +semiconductors 364,378 O B-Process +. 378,379 O O + +Considering 380,391 O O +the 392,395 O O +contribution 396,408 O O +of 409,411 O O +the 412,415 O O +M0 416,418 O O +type 419,423 O O +critical 424,432 O O +point 433,438 O O +with 439,443 O O +the 444,447 O O +lowest 448,454 O O +three 455,460 O O +dimensions 461,471 O O +, 471,472 O O +its 473,476 O O +dielectric 477,487 O O +function 488,496 O O +can 497,500 O O +be 501,503 O O +calculated 504,514 O O +by 515,517 O O +Adachi 518,524 O B-Process +'s 524,526 O I-Process +model 527,532 O I-Process +[ 533,534 O O +15,22,23 534,542 O O +] 542,543 O O +: 543,544 O O +ε(Ε)=ε∞+{A0[2−(1+χ0)1/2−(1−χ0)1/2]}/(EOBG2/3χ02 545,592 O B-Process +) 592,593 O I-Process +. 593,594 O O + +In 595,597 O O +the 598,601 O O +model 602,607 O O +, 607,608 O O +E 609,610 O B-Process +is 611,613 O O +the 614,617 O O +incident 618,626 O B-Process +photon 627,633 O I-Process +energy 634,640 O I-Process +, 640,641 O O +ε∞ 642,644 O B-Process +is 645,647 O O +the 648,651 O O +high 652,656 O B-Process +- 656,657 O I-Process +frequency 657,666 O I-Process +dielectric 667,677 O I-Process +constant 678,686 O I-Process +, 686,687 O O +χ0=(E+iΓ 688,696 O B-Process +) 696,697 O I-Process +, 697,698 O O +EOBG 699,703 O B-Process +is 704,706 O O +the 707,710 O O +optical 711,718 O O +gap 719,722 O O +energy 723,729 O O +, 729,730 O O +and 731,734 O O +A0 735,737 O B-Process +and 738,741 O I-Process +Γ 742,743 O I-Process +are 744,747 O O +the 748,751 O O +strength 752,760 O B-Process +and 761,764 O I-Process +broadening 765,775 O I-Process +parameters 776,786 O I-Process +of 787,789 O O +the 790,793 O O +EOBG 794,798 O B-Process +transition 799,809 O O +, 809,810 O O +respectively 811,823 O O +. 823,824 O O + +As 825,827 O O +an 828,830 O O +example 831,838 O O +, 838,839 O O +the 840,843 O O +experimental 844,856 O O +SE 857,859 O B-Process +of 860,862 O O +the 863,866 O O +film 867,871 O O +TN1 872,875 O O +at 876,878 O O +an 879,881 O O +incident 882,890 O O +angle 891,896 O O +70 897,899 O O +° 899,900 O O +by 901,903 O O +dot 904,907 O O +scatter 908,915 O O +is 916,918 O O +shown 919,924 O O +in 925,927 O O +Fig 928,931 O O +. 931,932 O O + +4 933,934 O O +. 934,935 O O + +The 936,939 O O +Fabry 940,945 O B-Material +– 945,946 O I-Material +Pérot 946,951 O I-Material +interference 952,964 O I-Material +oscillations 965,977 O O +due 978,981 O O +to 982,984 O O +multiple 985,993 O O +reflections 994,1005 O O +within 1006,1012 O O +the 1013,1016 O O +film 1017,1021 O O +have 1022,1026 O O +been 1027,1031 O O +found 1032,1037 O O +in 1038,1040 O O +the 1041,1044 O O +photon 1045,1051 O O +energy 1052,1058 O O +from 1059,1063 O O +1.5eV 1064,1069 O O +to 1070,1072 O O +3.5eV 1073,1078 O O +( 1079,1080 O O +354nm–826 1080,1089 O O +nm 1089,1091 O O +) 1091,1092 O O +, 1092,1093 O O +which 1094,1099 O O +indicates 1100,1109 O O +that 1110,1114 O O +the 1115,1118 O O +films 1119,1124 O O +are 1125,1128 O O +transparent 1129,1140 O O +in 1141,1143 O O +this 1144,1148 O O +region 1149,1155 O O +. 1155,1156 O O + +Note 1157,1161 O O +that 1162,1166 O O +a 1167,1168 O O +good 1169,1173 O O +agreement 1174,1183 O O +of 1184,1186 O O +the 1187,1190 O O +experimental 1191,1203 O O +and 1204,1207 O O +calculated 1208,1218 O O +spectra 1219,1226 O O +is 1227,1229 O O +attained 1230,1238 O O +in 1239,1241 O O +the 1242,1245 O O +whole 1246,1251 O O +measured 1252,1260 O O +photon 1261,1267 O O +energy 1268,1274 O O +range 1275,1280 O O +. 1280,1281 O O + +The 1282,1285 O O +fitting 1286,1293 O O +thickness 1294,1303 O O +for 1304,1307 O O +film 1308,1312 O O +TN2 1313,1316 O O +is 1317,1319 O O +159 1320,1323 O O +nm 1323,1325 O O +, 1325,1326 O O +which 1327,1332 O O +is 1333,1335 O O +very 1336,1340 O O +near 1341,1345 O O +to 1346,1348 O O +the 1349,1352 O O +value 1353,1358 O O +obtained 1359,1367 O O +by 1368,1370 O O +SEM 1371,1374 O B-Process +( 1375,1376 O O +see 1376,1379 O O +Fig 1380,1383 O O +. 1383,1384 O O + +1(b 1385,1388 O O +) 1388,1389 O O +) 1389,1390 O O +. 1390,1391 O O + + +-DOCSTART- (S0257897213004131) + +Fig 0,3 O O +. 3,4 O O + +7 5,6 O O +shows 7,12 O O +the 13,16 O O +relationship 17,29 O O +between 30,37 O O +the 38,41 O O +testing 42,49 O B-Process +time 50,54 O I-Process +and 55,58 O O +friction 59,67 O B-Process +coefficients 68,80 O I-Process +of 81,83 O O +various 84,91 O O +samples 92,99 O O +under 100,105 O O +dry 106,109 O O +conditions 110,120 O O +. 120,121 O O + +There 122,127 O O +exist 128,133 O O +running 134,141 O O +in 142,144 O O +and 145,148 O O +steady 149,155 O O +wear 156,160 O O +period 161,167 O O +in 168,170 O O +the 171,174 O O +wear 175,179 O B-Process +process 180,187 O I-Process +of 188,190 O O +uncoated 191,199 O B-Material +AZ31 200,204 O I-Material +and 205,208 O O +anodizing 209,218 O B-Material +coating 219,226 O I-Material +without 227,234 O I-Material +Al2O3 235,240 O I-Material +nanoparticles 241,254 O I-Material +while 255,260 O O +there 261,266 O O +has 267,270 O O +a 271,272 O O +steady 273,279 O O +wear 280,284 O O +period 285,291 O O +only 292,296 O O +in 297,299 O O +the 300,303 O O +wear 304,308 O B-Process +process 309,316 O I-Process +of 317,319 O O +composite 320,329 O B-Material +anodizing 330,339 O I-Material +coating 340,347 O I-Material +with 348,352 O O +Al2O3 353,358 O B-Material +nanoparticles 359,372 O I-Material +. 372,373 O O + +At 374,376 O O +the 377,380 O O +same 381,385 O O +time 386,390 O O +, 390,391 O O +the 392,395 O O +addition 396,404 O O +of 405,407 O O +nano 408,412 O B-Material +- 412,413 O I-Material +particles 413,422 O I-Material +to 423,425 O O +electrolyte 426,437 O B-Material +led 438,441 O O +to 442,444 O O +reduction 445,454 O B-Process +of 455,457 O I-Process +friction 458,466 O I-Process +coefficient 467,478 O I-Process +. 478,479 O O + +The 480,483 O O +friction 484,492 O O +coefficient 493,504 O O +of 505,507 O O +composite 508,517 O B-Process +coating 518,525 O I-Process +is 526,528 O O +relatively 529,539 O O +lower 540,545 O O +and 546,549 O O +more 550,554 O O +stable 555,561 O O +than 562,566 O O +what 567,571 O O +has 572,575 O O +been 576,580 O O +reported 581,589 O O +in 590,592 O O +literature 593,603 O O +[ 604,605 O O +24,25 605,610 O O +] 610,611 O O +for 612,615 O O +anodizing 616,625 O B-Material +coatings 626,634 O I-Material +. 634,635 O O + +This 636,640 O O +may 641,644 O O +be 645,647 O O +caused 648,654 O O +by 655,657 O O +“ 658,659 O B-Process +rolling 659,666 O I-Process +effect 667,673 O I-Process +” 673,674 O I-Process +made 675,679 O O +by 680,682 O O +Al2O3 683,688 O B-Material +nanoparticles 689,702 O I-Material +on 703,705 O O +the 706,709 O O +surface 710,717 O O +of 718,720 O O +oxide 721,726 O O +coating 727,734 O O +. 734,735 O O + +Spherical 736,745 O B-Material +nanoparticles 746,759 O I-Material +change 760,766 O O +sliding 767,774 O O +into 775,779 O O +rolling 780,787 O O +, 787,788 O O +which 789,794 O O +reduce 795,801 O B-Process +friction 802,810 O I-Process +, 810,811 O O +making 812,818 O O +the 819,822 O O +friction 823,831 O B-Process +coefficient 832,843 O I-Process +becomes 844,851 O O +more 852,856 O O +stable 857,863 O O +. 863,864 O O + +The 865,868 O O +friction 869,877 O O +coefficient 878,889 O O +of 890,892 O O +anodizing 893,902 O B-Material +coating 903,910 O I-Material +without 911,918 O I-Material +Al2O3 919,924 O I-Material +nanoparticles 925,938 O I-Material +has 939,942 O O +large 943,948 O O +fluctuation 949,960 O O +maybe 961,966 O O +for 967,970 O O +the 971,974 O O +damage 975,981 O O +of 982,984 O O +coating 985,992 O B-Process +. 992,993 O O + +In 994,996 O O +contrast 997,1005 O O +to 1006,1008 O O +the 1009,1012 O O +uncoated 1013,1021 O B-Material +AZ31 1022,1026 O I-Material +magnesium 1027,1036 O I-Material +alloy 1037,1042 O I-Material +, 1042,1043 O O +the 1044,1047 O O +anodizing 1048,1057 O B-Material +coatings 1058,1066 O I-Material +show 1067,1071 O O +slightly 1072,1080 O O +lower 1081,1086 O O +friction 1087,1095 O B-Process +coefficient 1096,1107 O I-Process +. 1107,1108 O O + +This 1109,1113 O O +can 1114,1117 O O +be 1118,1120 O O +attributed 1121,1131 O O +to 1132,1134 O O +their 1135,1140 O O +higher 1141,1147 O O +load 1148,1152 O O +- 1152,1153 O O +bearing 1153,1160 O O +capacity 1161,1169 O O +for 1170,1173 O O +high 1174,1178 O O +hardness 1179,1187 O O +. 1187,1188 O O + + +-DOCSTART- (S0263822312000657) + +Functionally 0,12 O B-Material +Graded 13,19 O I-Material +Materials 20,29 O I-Material +( 30,31 O O +FGMs 31,35 O B-Material +) 35,36 O O +, 36,37 O O +described 38,47 O O +in 48,50 O O +detail 51,57 O O +by 58,60 O O +Suresh 61,67 O O +and 68,71 O O +Mortensen 72,81 O O +[ 82,83 O O +1 83,84 O O +] 84,85 O O +, 85,86 O O +are 87,90 O O +a 91,92 O O +type 93,97 O O +of 98,100 O O +heterogeneous 101,114 O B-Material +composite 115,124 O I-Material +materials 125,134 O I-Material +exhibiting 135,145 O O +gradual 146,153 O O +variation 154,163 O O +in 164,166 O O +volume 167,173 O O +fraction 174,182 O O +of 183,185 O O +their 186,191 O O +constituents 192,204 O O +from 205,209 O O +one 210,213 O O +surface 214,221 O O +of 222,224 O O +the 225,228 O O +material 229,237 O O +to 238,240 O O +the 241,244 O O +other 245,250 O O +, 250,251 O O +resulting 252,261 O O +in 262,264 O O +properties 265,275 O O +which 276,281 O O +vary 282,286 O O +continuously 287,299 O O +across 300,306 O O +the 307,310 O O +material 311,319 O O +. 319,320 O O + +The 321,324 O O +idea 325,329 O O +of 330,332 O O +a 333,334 O O +Functionally 335,347 O B-Material +Graded 348,354 O I-Material +Material 355,363 O I-Material +is 364,366 O O +not 367,370 O O +a 371,372 O O +new 373,376 O O +one 377,380 O O +, 380,381 O O +there 382,387 O O +are 388,391 O O +in 392,394 O O +fact 395,399 O O +many 400,404 O O +natural 405,412 O O +materials 413,422 O O +which 423,428 O O +exhibit 429,436 O O +this 437,441 O O +property 442,450 O O +. 450,451 O O + +Study 452,457 O B-Task +of 458,460 O I-Task +bone 461,465 O I-Task +, 465,466 O I-Task +shell 467,472 O I-Task +, 472,473 O I-Task +balsawood 474,483 O I-Task +and 484,487 O I-Task +bamboo 488,494 O I-Task +shows 495,500 O O +that 501,505 O O +they 506,510 O O +are 511,514 O O +all 515,518 O O +graded 519,525 O O +with 526,530 O O +their 531,536 O O +greatest 537,545 O O +strength 546,554 O O +on 555,557 O O +the 558,561 O O +outside 562,569 O O +, 569,570 O O +in 571,573 O O +areas 574,579 O O +where 580,585 O O +the 586,589 O O +greatest 590,598 O O +protection 599,609 O O +is 610,612 O O +required 613,621 O O +. 621,622 O O + +However 623,630 O O +it 631,633 O O +was 634,637 O O +not 638,641 O O +until 642,647 O O +the 648,651 O O +1980s 652,657 O O +in 658,660 O O +Japan 661,666 O O +[ 667,668 O O +2 668,669 O O +] 669,670 O O +that 671,675 O O +the 676,679 O O +idea 680,684 O O +of 685,687 O O +a 688,689 O O +Functionally 690,702 O B-Material +Graded 703,709 O I-Material +Material 710,718 O I-Material +was 719,722 O O +actively 723,731 O O +researched 732,742 O O +in 743,745 O O +order 746,751 O O +to 752,754 O O +gain 755,759 O O +advances 760,768 O O +in 769,771 O O +heat 772,776 O B-Material +resistant 777,786 O I-Material +materials 787,796 O I-Material +for 797,800 O O +use 801,804 O O +in 805,807 O O +aerospace 808,817 O B-Task +and 818,821 O O +nuclear 822,829 O B-Task +fission 830,837 O I-Task +reactors 838,846 O I-Task +. 846,847 O O + + +-DOCSTART- (S0263822312001468) + +Recently 0,8 O O +together 9,17 O O +with 18,22 O O +structural 23,33 O B-Process +efficiency 34,44 O I-Process +, 44,45 O O +passenger 46,55 O B-Task +safety 56,62 O I-Task +is 63,65 O O +also 66,70 O O +an 71,73 O O +important 74,83 O O +issue 84,89 O O +in 90,92 O O +application 93,104 O O +of 105,107 O O +material 108,116 O O +to 117,119 O O +transportation 120,134 O B-Process +industries 135,145 O I-Process +. 145,146 O O + +Hence 147,152 O O +, 152,153 O O +the 154,157 O O +crashworthiness 158,173 O B-Material +parameters 174,184 O I-Material +are 185,188 O O +introducing 189,200 O O +to 201,203 O O +predict 204,211 O O +the 212,215 O O +capability 216,226 O O +of 227,229 O O +structure 230,239 O O +to 240,242 O O +prevent 243,250 O B-Task +the 251,254 O I-Task +massive 255,262 O I-Task +damage 263,269 O I-Task +and 270,273 O O +protect 274,281 O B-Task +the 282,285 O I-Task +passenger 286,295 O I-Task +in 296,298 O O +the 299,302 O O +event 303,308 O O +of 309,311 O O +a 312,313 O O +crash 314,319 O O +. 319,320 O O + +Crashworthiness 321,336 O B-Task +parameters 337,347 O I-Task +for 348,351 O O +various 352,359 O O +thin 360,364 O O +- 364,365 O O +walled 365,371 O O +tubes 372,377 O O +made 378,382 O O +from 383,387 O O +metal 388,393 O B-Material +or 394,396 O O +fibre 397,402 O B-Material +/ 402,403 O I-Material +resin 403,408 O I-Material +composites 409,419 O I-Material +in 420,422 O O +different 423,432 O O +geometries 433,443 O O +have 444,448 O O +been 449,453 O O +studied 454,461 O O +. 461,462 O O + +A 463,464 O O +critical 465,473 O O +difference 474,484 O O +of 485,487 O O +tubular 488,495 O B-Process +composites 496,506 O I-Process +failure 507,514 O I-Process +modes 515,520 O O +compared 521,529 O O +with 530,534 O O +metallic 535,543 O O +is 544,546 O O +the 547,550 O O +brittle 551,558 O B-Process +collapse 559,567 O I-Process +. 567,568 O O + +In 569,571 O O +addition 572,580 O O +, 580,581 O O +in 582,584 O O +composites 585,595 O B-Material +, 595,596 O O +tubular 597,604 O B-Material +failure 605,612 O I-Material +modes 613,618 O I-Material +are 619,622 O O +involved 623,631 O O +with 632,636 O O +micro 637,642 O B-Process +- 642,643 O I-Process +cracking 643,651 O I-Process +development 652,663 O I-Process +, 663,664 O O +delamination 665,677 O B-Process +, 677,678 O O +fibre 679,684 O B-Process +breakage 685,693 O I-Process +, 693,694 O O +etc 695,698 O O +. 698,699 O O +, 699,700 O O +instead 701,708 O O +of 709,711 O O +plastic 712,719 O B-Process +deformation 720,731 O I-Process +. 731,732 O O + +Implementation 733,747 O B-Task +of 748,750 O I-Task +composite 751,760 O I-Task +materials 761,770 O I-Task +in 771,773 O O +the 774,777 O O +field 778,783 O O +of 784,786 O O +crashworthiness 787,802 O O +is 803,805 O O +attributed 806,816 O O +to 817,819 O O +Hull 820,824 O O +, 824,825 O O +who 826,829 O O +in 830,832 O O +80s 833,836 O O +and 837,840 O O +90s 841,844 O O +of 845,847 O O +the 848,851 O O +last 852,856 O O +century 857,864 O O +studied 865,872 O O +extensively 873,884 O O +the 885,888 O O +crushing 889,897 O B-Process +behaviour 898,907 O I-Process +of 908,910 O O +fibre 911,916 O B-Material +reinforced 917,927 O I-Material +composite 928,937 O I-Material +material 938,946 O I-Material +. 946,947 O O + +He 948,950 O O +found 951,956 O O +that 957,961 O O +the 962,965 O O +composite 966,975 O B-Material +materials 976,985 O I-Material +absorbed 986,994 O O +high 995,999 O O +energy 1000,1006 O O +in 1007,1009 O O +the 1010,1013 O O +face 1014,1018 O O +of 1019,1021 O O +the 1022,1025 O O +fracture 1026,1034 O B-Process +surface 1035,1042 O I-Process +energy 1043,1049 O I-Process +mechanism 1050,1059 O O +rather 1060,1066 O O +than 1067,1071 O O +plastic 1072,1079 O B-Process +deformation 1080,1091 O I-Process +as 1092,1094 O O +observed 1095,1103 O O +for 1104,1107 O O +metals 1108,1114 O B-Material +[ 1115,1116 O O +1 1116,1117 O O +] 1117,1118 O O +. 1118,1119 O O + +This 1120,1124 O O +observation 1125,1136 O O +has 1137,1140 O O +inspired 1141,1149 O O +others 1150,1156 O O +to 1157,1159 O O +further 1160,1167 O O +investigation 1168,1181 O O +about 1182,1187 O O +crashworthiness 1188,1203 O B-Process +characteristics 1204,1219 O I-Process +of 1220,1222 O O +composite 1223,1232 O B-Material +materials 1233,1242 O I-Material +. 1242,1243 O O + +Studies 1244,1251 O O +have 1252,1256 O O +examined 1257,1265 O O +the 1266,1269 O O +axial 1270,1275 O B-Process +crushing 1276,1284 O I-Process +behaviour 1285,1294 O I-Process +of 1295,1297 O O +fibre 1298,1303 O B-Material +- 1303,1304 O I-Material +reinforced 1304,1314 O I-Material +tubes 1315,1320 O I-Material +[ 1321,1322 O O +2 1322,1323 O O +] 1323,1324 O O +, 1324,1325 O O +fibreglass 1326,1336 O B-Material +tubes 1337,1342 O I-Material +[ 1343,1344 O O +3,4 1344,1347 O O +] 1347,1348 O O +, 1348,1349 O O +PVC 1350,1353 O B-Material +tubes 1354,1359 O I-Material +[ 1360,1361 O O +5 1361,1362 O O +] 1362,1363 O O +and 1364,1367 O O +carbon 1368,1374 O B-Material +fibre 1375,1380 O I-Material +reinforced 1381,1391 O I-Material +plastic 1392,1399 O I-Material +( 1400,1401 O I-Material +CFRP 1401,1405 O I-Material +) 1405,1406 O I-Material +tubes 1407,1412 O I-Material +[ 1413,1414 O O +6 1414,1415 O O +] 1415,1416 O O +. 1416,1417 O O + + +-DOCSTART- (S0301679X13003289) + +Nanoparticle 0,12 O B-Process +Tracking 13,21 O I-Process +Analysis 22,30 O I-Process +( 31,32 O O +NTA 32,35 O B-Process +) 35,36 O O +has 37,40 O O +been 41,45 O O +applied 46,53 O O +to 54,56 O O +characterising 57,71 O O +soot 72,76 O B-Material +agglomerates 77,89 O I-Material +of 90,92 O O +particles 93,102 O O +and 103,106 O O +compared 107,115 O O +with 116,120 O O +Transmission 121,133 O B-Process +Electron 134,142 O I-Process +Microscoscopy 143,156 O I-Process +( 157,158 O O +TEM 158,161 O B-Process +) 161,162 O O +. 162,163 O O + +Soot 164,168 O B-Material +nanoparticles 169,182 O I-Material +were 183,187 O O +extracted 188,197 O O +from 198,202 O O +used 203,207 O O +oil 208,211 O O +drawn 212,217 O O +from 218,222 O O +the 223,226 O O +sump 227,231 O O +of 232,234 O O +a 235,236 O O +light 237,242 O O +duty 243,247 O O +automotive 248,258 O O +diesel 259,265 O O +engine 266,272 O O +. 272,273 O O + +The 274,277 O O +samples 278,285 O O +were 286,290 O O +prepared 291,299 O O +for 300,303 O O +analysis 304,312 O O +by 313,315 O O +diluting 316,324 O O +with 325,329 O O +heptane 330,337 O B-Material +. 337,338 O O + +Individual 339,349 O O +tracking 350,358 O O +of 359,361 O O +soot 362,366 O B-Material +agglomerates 367,379 O I-Material +allows 380,386 O O +for 387,390 O O +size 391,395 O B-Process +distribution 396,408 O I-Process +analysis 409,417 O I-Process +. 417,418 O O + +The 419,422 O O +size 423,427 O O +of 428,430 O O +soot 431,435 O O +was 436,439 O O +compared 440,448 O O +with 449,453 O O +length 454,460 O O +measurements 461,473 O O +of 474,476 O O +projected 477,486 O O +two 487,490 O O +- 490,491 O O +dimensional 491,502 O O +TEM 503,506 O B-Process +images 507,513 O O +of 514,516 O O +agglomerates 517,529 O B-Material +. 529,530 O O + +Both 531,535 O O +the 536,539 O O +techniques 540,550 O O +show 551,555 O O +that 556,560 O O +soot 561,565 O O +- 565,566 O O +in 566,568 O O +- 568,569 O O +oil 569,572 O O +exists 573,579 O O +as 580,582 O O +agglomerates 583,595 O B-Material +with 596,600 O O +average 601,608 O O +size 609,613 O O +of 614,616 O O +120 617,620 O O +nm 620,622 O O +. 622,623 O O + +NTA 624,627 O B-Process +is 628,630 O O +able 631,635 O O +to 636,638 O O +measure 639,646 O O +particles 647,656 O O +in 657,659 O O +polydisperse 660,672 O B-Material +solutions 673,682 O I-Material +and 683,686 O O +reports 687,694 O O +the 695,698 O O +size 699,703 O O +and 704,707 O O +volume 708,714 O O +distribution 715,727 O O +of 728,730 O O +soot 731,735 O B-Material +- 735,736 O I-Material +in 736,738 O I-Material +- 738,739 O I-Material +oil 739,742 O I-Material +aggregates 743,753 O I-Material +; 753,754 O O +it 755,757 O O +has 758,761 O O +the 762,765 O O +advantages 766,776 O O +of 777,779 O O +being 780,785 O O +fast 786,790 O O +and 791,794 O O +relatively 795,805 O O +low 806,809 O O +cost 810,814 O O +if 815,817 O O +compared 818,826 O O +with 827,831 O O +TEM.Nanoparticle 832,848 O B-Process +Tracking 849,857 O I-Process +Analysis 858,866 O I-Process +( 867,868 O O +NTA 868,871 O B-Process +) 871,872 O O +has 873,876 O O +been 877,881 O O +applied 882,889 O O +to 890,892 O O +characterising 893,907 O O +soot 908,912 O O +agglomerates 913,925 O O +of 926,928 O O +particles 929,938 O O +and 939,942 O O +compared 943,951 O O +with 952,956 O O +Transmission 957,969 O B-Process +Electron 970,978 O I-Process +Microscoscopy 979,992 O I-Process +( 993,994 O O +TEM 994,997 O B-Process +) 997,998 O O +. 998,999 O O + +Soot 1000,1004 O O +nanoparticles 1005,1018 O O +were 1019,1023 O O +extracted 1024,1033 O O +from 1034,1038 O O +used 1039,1043 O O +oil 1044,1047 O O +drawn 1048,1053 O O +from 1054,1058 O O +the 1059,1062 O O +sump 1063,1067 O O +of 1068,1070 O O +a 1071,1072 O O +light 1073,1078 O O +duty 1079,1083 O O +automotive 1084,1094 O O +diesel 1095,1101 O O +engine 1102,1108 O O +. 1108,1109 O O + +The 1110,1113 O O +samples 1114,1121 O O +were 1122,1126 O O +prepared 1127,1135 O O +for 1136,1139 O O +analysis 1140,1148 O O +by 1149,1151 O O +diluting 1152,1160 O O +with 1161,1165 O O +heptane 1166,1173 O B-Material +. 1173,1174 O O + +Individual 1175,1185 O O +tracking 1186,1194 O O +of 1195,1197 O O +soot 1198,1202 O B-Material +agglomerates 1203,1215 O I-Material +allows 1216,1222 O O +for 1223,1226 O O +size 1227,1231 O B-Process +distribution 1232,1244 O I-Process +analysis 1245,1253 O I-Process +. 1253,1254 O O + +The 1255,1258 O O +size 1259,1263 O O +of 1264,1266 O O +soot 1267,1271 O O +was 1272,1275 O O +compared 1276,1284 O O +with 1285,1289 O O +length 1290,1296 O O +measurements 1297,1309 O O +of 1310,1312 O O +projected 1313,1322 O O +two 1323,1326 O O +- 1326,1327 O O +dimensional 1327,1338 O O +TEM 1339,1342 O B-Process +images 1343,1349 O O +of 1350,1352 O O +agglomerates 1353,1365 O B-Material +. 1365,1366 O O + +Both 1367,1371 O O +the 1372,1375 O O +techniques 1376,1386 O O +show 1387,1391 O O +that 1392,1396 O O +soot 1397,1401 O O +- 1401,1402 O O +in 1402,1404 O O +- 1404,1405 O O +oil 1405,1408 O O +exists 1409,1415 O O +as 1416,1418 O O +agglomerates 1419,1431 O B-Material +with 1432,1436 O O +average 1437,1444 O O +size 1445,1449 O O +of 1450,1452 O O +120 1453,1456 O O +nm 1456,1458 O O +. 1458,1459 O O + +NTA 1460,1463 O B-Process +is 1464,1466 O O +able 1467,1471 O O +to 1472,1474 O O +measure 1475,1482 O O +particles 1483,1492 O O +in 1493,1495 O O +polydisperse 1496,1508 O B-Material +solutions 1509,1518 O I-Material +and 1519,1522 O O +reports 1523,1530 O O +the 1531,1534 O O +size 1535,1539 O O +and 1540,1543 O O +volume 1544,1550 O O +distribution 1551,1563 O O +of 1564,1566 O O +soot 1567,1571 O B-Material +- 1571,1572 O I-Material +in 1572,1574 O I-Material +- 1574,1575 O I-Material +oil 1575,1578 O I-Material +aggregates 1579,1589 O I-Material +; 1589,1590 O O +it 1591,1593 O O +has 1594,1597 O O +the 1598,1601 O O +advantages 1602,1612 O O +of 1613,1615 O O +being 1616,1621 O O +fast 1622,1626 O O +and 1627,1630 O O +relatively 1631,1641 O O +low 1642,1645 O O +cost 1646,1650 O O +if 1651,1653 O O +compared 1654,1662 O O +with 1663,1667 O O +TEM 1668,1671 O B-Process +. 1671,1672 O O + + +-DOCSTART- (S0301679X14000449) + +Fig 0,3 O O +. 3,4 O O + +11 5,7 O O +shows 8,13 O O +the 14,17 O O +wear 18,22 O B-Material +- 22,23 O I-Material +mode 23,27 O I-Material +map 28,31 O I-Material +of 32,34 O O +RH 35,37 O O +ceramics 38,46 O O +, 46,47 O O +in 48,50 O O +which 51,56 O O +the 57,60 O O +early 61,66 O O +- 66,67 O O +stage 67,72 O O +friction 73,81 O O +coefficients 82,94 O O +and 95,98 O O +the 99,102 O O +surface 103,110 O O +roughness 111,120 O O +of 121,123 O O +the 124,127 O O +pure 128,132 O O +surface 133,140 O O +were 141,145 O O +chosen 146,152 O O +. 152,153 O O + +The 154,157 O O +value 158,163 O O +of 164,166 O O +the 167,170 O O +fracture 171,179 O O +toughness 180,189 O O +of 190,192 O O +RH 193,195 O O +ceramics 196,204 O O +was 205,208 O O +calculated 209,219 O O +based 220,225 O O +on 226,228 O O +the 229,232 O O +reference 233,242 O O +data 243,247 O O +in 248,250 O O +other 251,256 O O +literature 257,267 O O +[ 268,269 O O +22 269,271 O O +] 271,272 O O +. 272,273 O O + +The 274,277 O O +Sc 278,280 O O +of 281,283 O O +RH 284,286 O O +ceramics 287,295 O O +was 296,299 O O +smaller 300,307 O O +than 308,312 O O +Sc 313,315 O O +, 315,316 O O +critical 316,324 O O +under 325,330 O O +all 331,334 O O +tested 335,341 O O +conditions 342,352 O O +during 353,359 O O +the 360,363 O O +initial 364,371 O O +stage 372,377 O O +of 378,380 O O +friction 381,389 O O +. 389,390 O O + +Thus 391,395 O O +, 395,396 O O +the 397,400 O O +initial 401,408 O O +wear 409,413 O O +mode 414,418 O O +of 419,421 O O +RH 422,424 O O +ceramics 425,433 O O +was 434,437 O O +powder 438,444 O B-Process +formation 445,454 O I-Process +or 455,457 O O +plowing 458,465 O B-Process +. 465,466 O O + +In 467,469 O O +addition 470,478 O O +, 478,479 O O +powder 480,486 O B-Process +formation 487,496 O I-Process +and 497,500 O O +plowing 501,508 O B-Process +can 509,512 O O +be 513,515 O O +distinguished 516,529 O O +using 530,535 O O +a 536,537 O O +dimensionless 538,551 O B-Material +parameter 552,561 O I-Material +( 562,563 O O +Sc⁎ 563,566 O B-Material +) 566,567 O O +and 568,571 O O +a 572,573 O O +critical 574,582 O B-Material +parameter 583,592 O I-Material +( 593,594 O O +Sc 594,596 O B-Material +, 596,597 O I-Material +critical⁎).(3)Sc⁎=HvRmaxKIc(4)Sc 597,629 O I-Material +, 629,630 O I-Process +critical⁎=51 630,642 O I-Process ++ 642,643 O I-Process +10μwhere 643,651 O I-Process + +Hv 652,654 O O +is 655,657 O O +the 658,661 O O +Vickers 662,669 O B-Process +hardness 670,678 O I-Process +of 679,681 O O +RH 682,684 O O +ceramics 685,693 O O + +[ 694,695 O O +Pa 695,697 O O +] 697,698 O O +. 698,699 O O + +The 700,703 O O +initial 704,711 O O +wear 712,716 O O +mode 717,721 O O +of 722,724 O O +RH 725,727 O O +ceramics 728,736 O O +was 737,740 O O +determined 741,751 O O +as 752,754 O O +powder 755,761 O B-Process +formation 762,771 O I-Process +under 772,777 O O +all 778,781 O O +tested 782,788 O O +conditions 789,799 O O +, 799,800 O O +as 801,803 O O +demonstrated 804,816 O O +in 817,819 O O +Fig 820,823 O O +. 823,824 O O + +12(a 825,829 O O +) 829,830 O O +. 830,831 O O + +Furthermore 832,843 O O +, 843,844 O O +the 845,848 O O +wear 849,853 O O +- 853,854 O O +mode 854,858 O O +map 859,862 O O +at 863,865 O O +2×104 866,871 O O +cycles 872,878 O O +was 879,882 O O +constructed 883,894 O O +, 894,895 O O +as 896,898 O O +shown 899,904 O O +in 905,907 O O +Fig 908,911 O O +. 911,912 O O + +12(b 913,917 O O +) 917,918 O O +. 918,919 O O + +In 920,922 O O +the 923,926 O O +map 927,930 O O +, 930,931 O O +all 932,935 O O +plots 936,941 O O +moved 942,947 O O +near 948,952 O O +the 953,956 O O +transition 957,967 O O +curve 968,973 O O +to 974,976 O O +plowing 977,984 O B-Process +. 984,985 O O + +In 986,988 O O +particular 989,999 O O +, 999,1000 O O +the 1001,1004 O O +plots 1005,1010 O O +for 1011,1014 O O +RH 1015,1017 O O +ceramics 1018,1026 O O +sliding 1027,1034 O O +against 1035,1042 O O +stainless 1043,1052 O B-Material +steel 1053,1058 O I-Material +or 1059,1061 O O +Al2O3 1062,1067 O B-Material +balls 1068,1073 O I-Material +were 1074,1078 O O +nearer 1079,1085 O O +than 1086,1090 O O +SiC 1091,1094 O B-Material +or 1095,1097 O I-Material +Si3N4 1098,1103 O I-Material +balls 1104,1109 O I-Material +. 1109,1110 O O + +Therefore 1111,1120 O O +, 1120,1121 O O +RH 1122,1124 O O +ceramics 1125,1133 O O +sliding 1134,1141 O O +against 1142,1149 O O +SiC 1150,1153 O B-Material +and 1154,1157 O I-Material +Si3N4 1158,1163 O I-Material +balls 1164,1169 O I-Material +showed 1170,1176 O O +relatively 1177,1187 O O +higher 1188,1194 O O +wear 1195,1199 O O +than 1200,1204 O O +the 1205,1208 O O +other 1209,1214 O O +counterpart 1215,1226 O O +materials 1227,1236 O O +. 1236,1237 O O + +Nevertheless 1238,1250 O O +, 1250,1251 O O +these 1252,1257 O O +results 1258,1265 O O +from 1266,1270 O O +the 1271,1274 O O +wear 1275,1279 O B-Material +- 1279,1280 O I-Material +mode 1280,1284 O I-Material +maps 1285,1289 O I-Material +indicated 1290,1299 O O +that 1300,1304 O O +the 1305,1308 O O +wear 1309,1313 O O +mode 1314,1318 O O +of 1319,1321 O O +RH 1322,1324 O O +ceramics 1325,1333 O O +was 1334,1337 O O +powder 1338,1344 O B-Process +formation 1345,1354 O I-Process +accompanied 1355,1366 O O +with 1367,1371 O O +microcracks 1372,1383 O O +under 1384,1389 O O +all 1390,1393 O O +tested 1394,1400 O O +conditions 1401,1411 O O +in 1412,1414 O O +this 1415,1419 O O +study 1420,1425 O O +, 1425,1426 O O +resulting 1427,1436 O O +in 1437,1439 O O +low 1440,1443 O O +wear 1444,1448 O O +( 1449,1450 O O +< 1450,1451 O O +5×10−9mm2/N 1451,1462 O O +) 1462,1463 O O +. 1463,1464 O O + +Indeed 1465,1471 O O +, 1471,1472 O O +the 1473,1476 O O +observation 1477,1488 O O +of 1489,1491 O O +the 1492,1495 O O +worn 1496,1500 O O +surfaces 1501,1509 O O +revealed 1510,1518 O O +that 1519,1523 O O +the 1524,1527 O O +catastrophic 1528,1540 O O +wear 1541,1545 O O +of 1546,1548 O O +RH 1549,1551 O O +ceramics 1552,1560 O O +accompanied 1561,1572 O O +by 1573,1575 O O +large 1576,1581 O O +brittle 1582,1589 O O +fracture 1590,1598 O O +was 1599,1602 O O +prevented 1603,1612 O O +overall 1613,1620 O O +, 1620,1621 O O +as 1622,1624 O O +shown 1625,1630 O O +in 1631,1633 O O +Fig 1634,1637 O O +. 1637,1638 O O + +13 1639,1641 O O +. 1641,1642 O O + + +-DOCSTART- (S0301679X14003272) + +The 0,3 O O +lateral 4,11 O B-Task +force 12,17 O I-Task +, 17,18 O I-Task +Q 19,20 O I-Task +, 20,21 O I-Task +is 22,24 O I-Task +measured 25,33 O I-Task +and 34,37 O I-Task +recorded 38,46 O I-Task +throughout 47,57 O O +the 58,61 O O +entire 62,68 O O +test 69,73 O O +by 74,76 O O +a 77,78 O O +piezoelectric 79,92 O B-Process +load 93,97 O I-Process +cell 98,102 O I-Process +which 103,108 O O +is 109,111 O O +connected 112,121 O O +to 122,124 O O +the 125,128 O O +quasi 129,134 O O +- 134,135 O O +stationary 135,145 O O +LSMB 146,150 O B-Process +. 150,151 O O + +The 152,155 O O +LSMB 156,160 O B-Process +is 161,163 O O +mounted 164,171 O O +on 172,174 O O +flexures 175,183 O B-Material +which 184,189 O O +provide 190,197 O O +flexibility 198,209 O O +in 210,212 O O +the 213,216 O O +horizontal 217,227 O O +direction 228,237 O O +so 238,240 O O +that 241,245 O O +the 246,249 O O +majority 250,258 O O +of 259,261 O O +the 262,265 O O +lateral 266,273 O O +force 274,279 O O +is 280,282 O O +transmitted 283,294 O O +though 295,301 O O +the 302,305 O O +much 306,310 O O +stiffer 311,318 O O +load 319,323 O O +path 324,328 O O +which 329,334 O O +contains 335,343 O O +the 344,347 O O +load 348,352 O B-Process +cell 353,357 O I-Process +as 358,360 O O +shown 361,366 O O +in 367,369 O O +Fig 370,373 O O +. 373,374 O O + +2 375,376 O O +. 376,377 O O + +Both 378,382 O O +displacement 383,395 O B-Process +and 396,399 O I-Process +load 400,404 O I-Process +sensors 405,412 O I-Process +have 413,417 O O +been 418,422 O O +calibrated 423,433 O O +( 434,435 O O +both 435,439 O O +externally 440,450 O O +and 451,454 O O +in 455,457 O O +- 457,458 O O +situ 458,462 O O +) 462,463 O O +in 464,466 O O +static 467,473 O O +conditions 474,484 O O +. 484,485 O O + +The 486,489 O O +load 490,494 O O +and 495,498 O O +displacement 499,511 O O +signals 512,519 O O +are 520,523 O O +sampled 524,531 O O +at 532,534 O O +a 535,536 O O +rate 537,541 O O +of 542,544 O O +two 545,548 O O +hundred 549,556 O O +measurements 557,569 O O +per 570,573 O O +fretting 574,582 O O +cycle 583,588 O O +at 589,591 O O +all 592,595 O O +fretting 596,604 O O +frequencies 605,616 O O +, 616,617 O O +with 618,622 O O +these 623,628 O O +data 629,633 O O +being 634,639 O O +used 640,644 O O +to 645,647 O O +generate 648,656 O O +fretting 657,665 O B-Material +loops 666,671 O I-Material +. 671,672 O I-Material + +The 673,676 O O +loops 677,682 O O +were 683,687 O O +used 688,692 O O +to 693,695 O O +derive 696,702 O O +the 703,706 O O +contact 707,714 O O +slip 715,719 O O +amplitude 720,729 O O +and 730,733 O O +the 734,737 O O +energy 738,744 O O +coefficient 745,756 O O +of 757,759 O O +friction 760,768 O O +in 769,771 O O +each 772,776 O O +cycle 777,782 O O +according 783,792 O O +to 793,795 O O +the 796,799 O O +method 800,806 O O +suggested 807,816 O O +by 817,819 O O +Fouvry 820,826 O O +et 827,829 O O +al 830,832 O O +. 832,833 O O + +[ 834,835 O O +17 835,837 O O +] 837,838 O O +. 838,839 O O + +Average 840,847 O O +values 848,854 O O +for 855,858 O O +these 859,864 O O +were 865,869 O O +calculated 870,880 O O +for 881,884 O O +each 885,889 O O +test 890,894 O O +( 895,896 O O +the 896,899 O O +average 900,907 O O +coefficient 908,919 O O +of 920,922 O O +friction 923,931 O O +included 932,940 O O +values 941,947 O O +associated 948,958 O O +with 959,963 O O +the 964,967 O O +initial 968,975 O O +transients 976,986 O O +in 987,989 O O +the 990,993 O O +tests 994,999 O O +as 1000,1002 O O +suggested 1003,1012 O O +by 1013,1015 O O +Hirsch 1016,1022 O O +and 1023,1026 O O +Neu 1027,1030 O O + +[ 1031,1032 O O +18 1032,1034 O O +] 1034,1035 O O +) 1035,1036 O O +. 1036,1037 O O + + +-DOCSTART- (S0304399111001811) + +We 0,2 O O +have 3,7 O O +developed 8,17 O O +the 18,21 O O +theory 22,28 O O +of 29,31 O O +electrons 32,41 O B-Process +carrying 42,50 O I-Process +quantized 51,60 O I-Process +orbital 61,68 O I-Process +angular 69,76 O I-Process +momentum 77,85 O I-Process +. 85,86 O I-Process + +To 87,89 O O +make 90,94 O O +connection 95,105 O O +to 106,108 O O +realistic 109,118 O O +situations 119,129 O O +, 129,130 O O +we 131,133 O O +considered 134,144 O O +a 145,146 O O +plane 147,152 O B-Material +wave 153,157 O I-Material +moving 158,164 O O +along 165,170 O O +the 171,174 O O +optic 175,180 O O +axis 181,185 O O +of 186,188 O O +a 189,190 O O +lens 191,195 O B-Material +system 196,202 O I-Material +, 202,203 O O +intercepted 204,215 O O +by 216,218 O O +a 219,220 O O +round 221,226 O B-Material +, 226,227 O I-Material +centered 228,236 O I-Material +aperture.88In 237,250 O I-Material +the 251,254 O O +experiment 255,265 O O +, 265,266 O O +this 267,271 O O +aperture 272,280 O B-Material +carries 281,288 O O +the 289,292 O O +holographic 293,304 O B-Material +mask 305,309 O I-Material +. 309,310 O O + +It 311,313 O O +turns 314,319 O O +out 320,323 O O +that 324,328 O O +the 329,332 O O +movement 333,341 O O +along 342,347 O O +the 348,351 O O +optic 352,357 O O +axis 358,362 O O +can 363,366 O O +be 367,369 O O +separated 370,379 O O +off 380,383 O O +; 383,384 O O +the 385,388 O O +reduced 389,396 O B-Process +Schrödinger 397,408 O I-Process +equation 409,417 O I-Process +operating 418,427 O O +in 428,430 O O +the 431,434 O O +plane 435,440 O B-Material +of 441,443 O O +the 444,447 O O +aperture 448,456 O B-Material +can 457,460 O O +be 461,463 O O +mapped 464,470 O O +onto 471,475 O O +Bessel 476,482 O O +'s 482,484 O O +differential 485,497 O O +equation 498,506 O O +. 506,507 O O + +The 508,511 O O +ensuing 512,519 O O +eigenfunctions 520,534 O O +fall 535,539 O O +into 540,544 O O +families 545,553 O O +with 554,558 O O +discrete 559,567 O O +orbital 568,575 O O +angular 576,583 O O +momentum 584,592 O O +ℏm 593,595 O O +along 596,601 O O +the 602,605 O O +optic 606,611 O O +axis 612,616 O O +where 617,622 O O +m 623,624 O O +is 625,627 O O +a 628,629 O O +magnetic 630,638 O O +quantum 639,646 O O +number 647,653 O O +. 653,654 O O + +Those 655,660 O O +vortices 661,669 O B-Material +can 670,673 O O +be 674,676 O O +produced 677,685 O O +by 686,688 O O +matching 689,697 O O +a 698,699 O O +plane 700,705 O B-Material +wave 706,710 O I-Material +after 711,716 O O +passage 717,724 O O +through 725,732 O O +a 733,734 O O +holographic 735,746 O B-Material +mask 747,751 O I-Material +with 752,756 O O +a 757,758 O O +fork 759,763 O O +dislocation 764,775 O O +to 776,778 O O +the 779,782 O O +eigenfunctions 783,797 O O +of 798,800 O O +the 801,804 O O +cylindrical 805,816 O O +problem 817,824 O O +. 824,825 O O + +Vortices 826,834 O O +can 835,838 O O +be 839,841 O O +focussed 842,850 O O +by 851,853 O O +magnetic 854,862 O B-Material +lenses 863,869 O I-Material +into 870,874 O O +volcano 875,882 O O +- 882,883 O O +like 883,887 O O +charge 888,894 O O +distributions 895,908 O O +with 909,913 O O +very 914,918 O O +narrow 919,925 O O +angular 926,933 O B-Process +divergence 934,944 O I-Process +, 944,945 O O +resembling 946,956 O O +loop 957,961 O O +currents 962,970 O O +in 971,973 O O +the 974,977 O O +diffraction 978,989 O O +plane 990,995 O O +. 995,996 O O + +Inclusion 997,1006 O B-Process +of 1007,1009 O I-Process +spherical 1010,1019 O I-Process +aberration 1020,1030 O I-Process +changes 1031,1038 O O +the 1039,1042 O O +ringlike 1043,1051 O O +shape 1052,1057 O O +but 1058,1061 O O +does 1062,1066 O O +not 1067,1070 O O +destroy 1071,1078 O O +the 1079,1082 O O +central 1083,1090 O O +zero 1091,1095 O O +intensity 1096,1105 O O +of 1106,1108 O O +vortices 1109,1117 O O +with 1118,1122 O O +m≠0 1123,1126 O O +. 1126,1127 O O + +Partial 1128,1135 O B-Process +coherence 1136,1145 O I-Process +of 1146,1148 O O +the 1149,1152 O O +incident 1153,1161 O B-Material +wave 1162,1166 O I-Material +leads 1167,1172 O O +to 1173,1175 O O +a 1176,1177 O O +rise 1178,1182 O O +of 1183,1185 O O +the 1186,1189 O O +central 1190,1197 O O +intensity 1198,1207 O O +minimum 1208,1215 O O +. 1215,1216 O O + +It 1217,1219 O O +is 1220,1222 O O +shown 1223,1228 O O +that 1229,1233 O O +a 1234,1235 O O +very 1236,1240 O O +small 1241,1246 O O +source 1247,1253 O O +angle 1254,1259 O O +( 1260,1261 O O +i.e. 1261,1265 O O +a 1266,1267 O O +very 1268,1272 O O +high 1273,1277 O O +coherence 1278,1287 O O +) 1287,1288 O O +is 1289,1291 O O +necessary 1292,1301 O O +so 1302,1304 O O +as 1305,1307 O O +to 1308,1310 O O +keep 1311,1315 O O +the 1316,1319 O O +volcano 1320,1327 O O +structure 1328,1337 O O +intact 1338,1344 O O +. 1344,1345 O O + +Their 1346,1351 O O +small 1352,1357 O O +angular 1358,1365 O O +width 1366,1371 O O +in 1372,1374 O O +the 1375,1378 O O +far 1379,1382 O O +field 1383,1388 O O +may 1389,1392 O O +allow 1393,1398 O O +the 1399,1402 O O +creation 1403,1411 O B-Process +of 1412,1414 O I-Process +nm 1415,1417 O I-Process +- 1417,1418 O I-Process +sized 1418,1423 O I-Process +or 1424,1426 O I-Process +smaller 1427,1434 O I-Process +electron 1435,1443 O I-Process +vortices 1444,1452 O I-Process +but 1453,1456 O O +the 1457,1460 O O +demand 1461,1467 O O +for 1468,1471 O O +extremely 1472,1481 O O +high 1482,1486 O O +coherence 1487,1496 O O +of 1497,1499 O O +the 1500,1503 O O +source 1504,1510 O O +poses 1511,1516 O O +a 1517,1518 O O +serious 1519,1526 O O +difficulty 1527,1537 O O +. 1537,1538 O O + + +-DOCSTART- (S030439911200040X) + +Some 0,4 O O +methods 5,12 O O +use 13,16 O O +1D 17,19 O B-Material +radial 20,26 O I-Material +profiles 27,35 O I-Material +obtained 36,44 O O +from 45,49 O O +circular 50,58 O B-Process +averaging 59,68 O I-Process +of 69,71 O O +2D 72,74 O B-Process +experimental 75,87 O I-Process +PSD 88,91 O I-Process +[ 92,93 O O +4,8,11 93,99 O O +] 99,100 O O +or 101,103 O O +by 104,106 O O +elliptical 107,117 O B-Process +averaging 118,127 O I-Process +[ 128,129 O O +17 129,131 O O +] 131,132 O O +. 132,133 O O + +An 134,136 O O +inadequacy 137,147 O O +of 148,150 O O +circular 151,159 O B-Process +averaging 160,169 O I-Process +is 170,172 O O +that 173,177 O O +it 178,180 O O +neglects 181,189 O O +astigmatism 190,201 O B-Process +. 201,202 O O + +Astigmatism 203,214 O B-Process +distorts 215,223 O O +the 224,227 O O +circular 228,236 O O +shape 237,242 O O +of 243,245 O O +the 246,249 O O +Thon 250,254 O B-Material +rings 255,260 O I-Material +and 261,264 O O +thus 265,269 O O +decreases 270,279 O O +their 280,285 O O +modulation 286,296 O O +depth 297,302 O O +in 303,305 O O +the 306,309 O O +obtained 310,318 O O +1D 319,321 O B-Material +profile 322,329 O I-Material +. 329,330 O O + +A 331,332 O O +few 333,336 O O +algorithms 337,347 O O +that 348,352 O O +consider 353,361 O O +astigmatism 362,373 O O +involve 374,381 O O +concepts 382,390 O O +such 391,395 O O +as 396,398 O O +dividing 399,407 O O +the 408,411 O O +PSD 412,415 O B-Process +into 416,420 O O +sectors 421,428 O O +where 429,434 O O +Thon 435,439 O B-Material +rings 440,445 O I-Material +are 446,449 O O +approximated 450,462 O O +by 463,465 O O +circular 466,474 O O +arcs 475,479 O O +[ 480,481 O O +15,21 481,486 O O +] 486,487 O O +, 487,488 O O +applying 489,497 O O +Canny 498,503 O B-Process +edge 504,508 O I-Process +detection 509,518 O I-Process +to 519,521 O O +find 522,526 O O +the 527,530 O O +rings 531,536 O O +[ 537,538 O O +17 538,540 O O +] 540,541 O O +prior 542,547 O O +to 548,550 O O +elliptical 551,561 O B-Process +averaging 562,571 O I-Process +, 571,572 O O +determining 573,584 O O +the 585,588 O O +relationship 589,601 O O +between 602,609 O O +the 610,613 O O +1D 614,616 O O +circular 617,625 O O +averages 626,634 O O +with 635,639 O O +and 640,643 O O +without 644,651 O O +astigmatism 652,663 O B-Process +[ 664,665 O O +22 665,667 O O +] 667,668 O O +, 668,669 O O +or 670,672 O O +using 673,678 O O +a 679,680 O O +brute 681,686 O O +- 686,687 O O +force 687,692 O O +scan 693,697 O O +of 698,700 O O +a 701,702 O O +database 703,711 O O +containing 712,722 O O +precalculated 723,736 O O +patterns 737,745 O O +as 746,748 O O +in 749,751 O O +ATLAS 752,757 O B-Process +[ 758,759 O O +23 759,761 O O +] 761,762 O O +. 762,763 O O + +Some 764,768 O O +other 769,774 O O +approaches 775,785 O O +for 786,789 O O +estimating 790,800 O O +CTF 801,804 O B-Process +parameters 805,815 O O +do 816,818 O O +a 819,820 O O +fully 821,826 O O +2D 827,829 O B-Process +PSD 830,833 O I-Process +optimization 834,846 O I-Process +[ 847,848 O O +12,14,18,20 848,859 O O +] 859,860 O O +but 861,864 O O +they 865,869 O O +usually 870,877 O O +regulate 878,886 O O +and 887,890 O O +fit 891,894 O O +numerous 895,903 O O +parameters 904,914 O O +by 915,917 O O +an 918,920 O O +extensive 921,930 O O +search 931,937 O O +that 938,942 O O +does 943,947 O O +not 948,951 O O +guarantee 952,961 O O +convergence 962,973 O O +. 973,974 O O + +Furthermore 975,986 O O +, 986,987 O O +only 988,992 O O +a 993,994 O O +few 995,998 O O +schemes 999,1006 O O +that 1007,1011 O O +were 1012,1016 O O +developed 1017,1026 O O +for 1027,1030 O O +defocus 1031,1038 O O +estimation 1039,1049 O O +provide 1050,1057 O O +an 1058,1060 O O +error 1061,1066 O O +analysis 1067,1075 O O +[ 1076,1077 O O +23,24 1077,1082 O O +] 1082,1083 O O +. 1083,1084 O O + + +-DOCSTART- (S0305440314001927) + +Traditionally 0,13 O O +, 13,14 O O +archaeologists 15,29 O O +have 30,34 O O +recorded 35,43 O B-Task +sites 44,49 O I-Task +and 50,53 O I-Task +artefacts 54,63 O I-Task +via 64,67 O O +a 68,69 O O +combination 70,81 O O +of 82,84 O O +ordinary 85,93 O B-Material +still 94,99 O I-Material +photographs 100,111 O I-Material +, 111,112 O O +2D 113,115 O B-Material +line 116,120 O I-Material +drawings 121,129 O I-Material +and 130,133 O O +occasional 134,144 O B-Material +cross 145,150 O I-Material +- 150,151 O I-Material +sections 151,159 O I-Material +. 159,160 O O + +Given 161,166 O O +these 167,172 O O +constraints 173,184 O O +, 184,185 O O +the 186,189 O O +attractions 190,201 O O +of 202,204 O O +3D 205,207 O B-Process +models 208,214 O I-Process +have 215,219 O O +been 220,224 O O +obvious 225,232 O O +for 233,236 O O +some 237,241 O O +time 242,246 O O +, 246,247 O O +with 248,252 O O +digital 253,260 O B-Process +photogrammetry 261,275 O I-Process +and 276,279 O O +laser 280,285 O B-Process +scanners 286,294 O I-Process +offering 295,303 O O +two 304,307 O O +well 308,312 O O +- 312,313 O O +known 313,318 O O +methods 319,326 O O +for 327,330 O O +data 331,335 O B-Task +capture 336,343 O I-Task +at 344,346 O I-Task +close 347,352 O I-Task +range 353,358 O I-Task +( 359,360 O O +e.g. 360,364 O O +Bates 365,370 O O +et 371,373 O O +al 374,376 O O +. 376,377 O O + +, 377,378 O O +2010 379,383 O O +; 383,384 O O +Hess 385,389 O O +and 390,393 O O +Robson 394,400 O O +, 400,401 O O +2010 402,406 O O +) 406,407 O O +. 407,408 O O + +The 409,412 O O +highest 413,420 O O +specification 421,434 O O +laser 435,440 O B-Process +scanners 441,449 O I-Process +still 450,455 O O +boast 456,461 O O +better 462,468 O O +positional 469,479 O O +accuracy 480,488 O O +and 489,492 O O +greater 493,500 O O +true 501,505 O O +colour 506,512 O O +fidelity 513,521 O O +than 522,526 O O +SfM 527,530 O O +– 530,531 O O + +MVS 531,534 O O +methods 535,542 O O +( 543,544 O O +James 544,549 O O +and 550,553 O O +Robson 554,560 O O +, 560,561 O O +2012 562,566 O O +) 566,567 O O +, 567,568 O O +but 569,572 O O +the 573,576 O O +latter 577,583 O O +produce 584,591 O O +very 592,596 O O +good 597,601 O O +quality 602,609 O O +models 610,616 O O +nonetheless 617,628 O O +and 629,632 O O +have 633,637 O O +many 638,642 O O +unique 643,649 O O +selling 650,657 O O +points 658,664 O O +. 664,665 O O + +Unlike 666,672 O O +traditional 673,684 O B-Process +digital 685,692 O I-Process +photogrammetry 693,707 O I-Process +, 707,708 O O +little 709,715 O O +or 716,718 O O +no 719,721 O O +prior 722,727 O O +control 728,735 O B-Process +of 736,738 O I-Process +camera 739,745 O I-Process +position 746,754 O I-Process +is 755,757 O O +necessary 758,767 O O +, 767,768 O O +and 769,772 O O +unlike 773,779 O O +laser 780,785 O B-Process +scanning 786,794 O I-Process +, 794,795 O O +no 796,798 O O +major 799,804 O O +equipment 805,814 O O +costs 815,820 O O +or 821,823 O O +setup 824,829 O O +are 830,833 O O +involved 834,842 O O +. 842,843 O O + +However 844,851 O O +, 851,852 O O +the 853,856 O O +key 857,860 O O +attraction 861,871 O O +of 872,874 O O +SfM 875,878 O O +– 878,879 O O + +MVS 879,882 O O +is 883,885 O O +that 886,890 O O +the 891,894 O O +required 895,903 O O +input 904,909 O O +can 910,913 O O +be 914,916 O O +taken 917,922 O O +by 923,925 O O +anyone 926,932 O O +with 933,937 O O +a 938,939 O O +digital 940,947 O B-Material +camera 948,954 O I-Material +and 955,958 O O +modest 959,965 O O +prior 966,971 O B-Process +training 972,980 O I-Process +about 981,986 O I-Process +the 987,990 O I-Process +required 991,999 O I-Process +number 1000,1006 O I-Process +and 1007,1010 O I-Process +overlap 1011,1018 O I-Process +of 1019,1021 O I-Process +photographs 1022,1033 O I-Process +. 1033,1034 O O + +A 1035,1036 O O +whole 1037,1042 O O +series 1043,1049 O O +of 1050,1052 O O +traditional 1053,1064 O O +bottlenecks 1065,1076 O O +are 1077,1080 O O +thereby 1081,1088 O O +removed 1089,1096 O O +from 1097,1101 O O +the 1102,1105 O O +recording 1106,1115 O B-Process +process 1116,1123 O I-Process +and 1124,1127 O O +large 1128,1133 O O +numbers 1134,1141 O O +of 1142,1144 O O +archaeological 1145,1159 O B-Task +landscapes 1160,1170 O I-Task +, 1170,1171 O O +sites 1172,1177 O B-Task +or 1178,1180 O O +artefacts 1181,1190 O B-Task +can 1191,1194 O O +now 1195,1198 O O +be 1199,1201 O O +captured 1202,1210 O O +rapidly 1211,1218 O O +, 1218,1219 O O +in 1220,1222 O O +the 1223,1226 O O +field 1227,1232 O O +, 1232,1233 O O +in 1234,1236 O O +the 1237,1240 O O +laboratory 1241,1251 O O +or 1252,1254 O O +in 1255,1257 O O +the 1258,1261 O O +museum 1262,1268 O O +. 1268,1269 O O + +Fig 1270,1273 O O +. 1273,1274 O O + +2a 1275,1277 O O + +– 1277,1278 O O +c 1278,1279 O O +shows 1280,1285 O O +examples 1286,1294 O O +of 1295,1297 O O +terracotta 1298,1308 O B-Process +warrior 1309,1316 O I-Process +models 1317,1323 O I-Process +for 1324,1327 O O +which 1328,1333 O O +the 1334,1337 O O +level 1338,1343 O O +of 1344,1346 O O +surface 1347,1354 O O +detail 1355,1361 O O +is 1362,1364 O O +considerable 1365,1377 O O +. 1377,1378 O O + + +-DOCSTART- (S0370269301015222) + +Recent 0,6 O O +astronomical 7,19 O B-Task +observations 20,32 O I-Task +of 33,35 O O +high 36,40 O B-Material +redshift 41,49 O I-Material +type 50,54 O I-Material +Ia 55,57 O I-Material +supernovae 58,68 O I-Material +performed 69,78 O O +by 79,81 O O +two 82,85 O O +groups 86,92 O O +[ 93,94 O O +1–3 94,97 O O +] 97,98 O O +as 99,101 O O +well 102,106 O O +as 107,109 O O +the 110,113 O O +power 114,119 O B-Task +spectrum 120,128 O I-Task +of 129,131 O I-Task +the 132,135 O I-Task +cosmic 136,142 O I-Task +microwave 143,152 O I-Task +background 153,163 O I-Task +radiation 164,173 O I-Task +obtained 174,182 O O +by 183,185 O O +the 186,189 O O +BOOMERANG 190,199 O B-Process +[ 200,201 O O +4 201,202 O O +] 202,203 O O +and 204,207 O O +MAXIMA-1 208,216 O B-Process +[ 217,218 O O +5 218,219 O O +] 219,220 O O +experiments 221,232 O O +seem 233,237 O O +to 238,240 O O +indicate 241,249 O O +that 250,254 O O +at 255,257 O O +present 258,265 O O +the 266,269 O O +Universe 270,278 O O +is 279,281 O O +in 282,284 O O +a 285,286 O O +state 287,292 O O +of 293,295 O O +accelerated 296,307 O O +expansion 308,317 O O +. 317,318 O O + +If 319,321 O O +one 322,325 O O +analyzes 326,334 O O +these 335,340 O O +data 341,345 O O +within 346,352 O O +the 353,356 O O +Friedmann 357,366 O B-Process +– 366,367 O I-Process +Robertson 367,376 O I-Process +– 376,377 O I-Process +Walker 377,383 O I-Process +( 384,385 O I-Process +FRW 385,388 O I-Process +) 388,389 O I-Process +standard 390,398 O I-Process +model 399,404 O I-Process +of 405,407 O O +cosmology 408,417 O B-Task +their 418,423 O O +most 424,428 O O +natural 429,436 O O +interpretation 437,451 O O +is 452,454 O O +that 455,459 O O +the 460,463 O O +Universe 464,472 O O +is 473,475 O O +spatially 476,485 O O +flat 486,490 O O +and 491,494 O O +that 495,499 O O +the 500,503 O O +( 504,505 O O +baryonic 505,513 O O +plus 514,518 O O +dark 519,523 O O +) 523,524 O O +matter 525,531 O B-Process +density 532,539 O I-Process +ρ 540,541 O B-Process +is 542,544 O O +about 545,550 O O +one 551,554 O O +third 555,560 O O +of 561,563 O O +the 564,567 O O +critical 568,576 O B-Process +density 577,584 O I-Process +ρcrit 585,590 O B-Process +. 590,591 O O + +Most 592,596 O O +interestingly 597,610 O O +, 610,611 O O +the 612,615 O O +dominant 616,624 O O +contribution 625,637 O O +to 638,640 O O +the 641,644 O O +energy 645,651 O O +density 652,659 O O +is 660,662 O O +provided 663,671 O O +by 672,674 O O +the 675,678 O O +cosmological 679,691 O B-Material +constant 692,700 O I-Material +Λ. 701,703 O B-Material +The 704,707 O O +vacuum 708,714 O B-Process +energy 715,721 O I-Process +density 722,729 O I-Process +( 730,731 O O +1.1)ρΛ≡Λ/(8πG 731,744 O B-Process +) 744,745 O I-Process +is 746,748 O O +about 749,754 O O +twice 755,760 O O +as 761,763 O O +large 764,769 O O +as 770,772 O O +ρ 773,774 O B-Process +, 774,775 O O +i.e. 776,780 O O +, 780,781 O O +about 782,787 O O +two 788,791 O O +thirds 792,798 O O +of 799,801 O O +the 802,805 O O +critical 806,814 O B-Process +density 815,822 O I-Process +. 822,823 O O + +With 824,828 O O +ΩM≡ρ/ρcrit 829,839 O O +, 839,840 O O +ΩΛ≡ρΛ/ρcrit 841,852 O O +and 853,856 O O +Ωtot≡ΩM+ΩΛ 857,867 O O +: 867,868 O O +( 869,870 O O +1.2)ΩM≈1/3,ΩΛ≈2/3,Ωtot≈1 870,894 O O +. 894,895 O O + +This 896,900 O O +implies 901,908 O O +that 909,913 O O +the 914,917 O O +deceleration 918,930 O B-Process +parameter 931,940 O I-Process +q 941,942 O B-Process +is 943,945 O O +approximately 946,959 O O +−1/2 960,964 O O +. 964,965 O O + +While 966,971 O O +originally 972,982 O O +the 983,986 O O +cosmological 987,999 O B-Task +constant 1000,1008 O I-Task +problem 1009,1016 O I-Task +[ 1017,1018 O O +6 1018,1019 O O +] 1019,1020 O O +was 1021,1024 O O +related 1025,1032 O O +to 1033,1035 O O +the 1036,1039 O O +question 1040,1048 O B-Task +why 1049,1052 O I-Task +Λ 1053,1054 O I-Task +is 1055,1057 O I-Task +so 1058,1060 O I-Task +unnaturally 1061,1072 O I-Task +small 1073,1078 O I-Task +, 1078,1079 O O +the 1080,1083 O O +discovery 1084,1093 O O +of 1094,1096 O O +the 1097,1100 O O +important 1101,1110 O O +role 1111,1115 O O +played 1116,1122 O O +by 1123,1125 O O +ρΛ 1126,1128 O B-Material +has 1129,1132 O O +shifted 1133,1140 O O +the 1141,1144 O O +emphasis 1145,1153 O O +toward 1154,1160 O O +the 1161,1164 O O +“ 1165,1166 O O +coincidence 1166,1177 O B-Task +problem 1178,1185 O I-Task +” 1185,1186 O O +, 1186,1187 O O +the 1188,1191 O O +question 1192,1200 O O +why 1201,1204 O B-Task +ρ 1205,1206 O I-Task +and 1207,1210 O I-Task +ρΛ 1211,1213 O I-Task +happen 1214,1220 O I-Task +to 1221,1223 O I-Task +be 1224,1226 O I-Task +of 1227,1229 O I-Task +the 1230,1233 O I-Task +same 1234,1238 O I-Task +order 1239,1244 O I-Task +of 1245,1247 O I-Task +magnitude 1248,1257 O I-Task +precisely 1258,1267 O I-Task +at 1268,1270 O I-Task +this 1271,1275 O I-Task +very 1276,1280 O I-Task +moment 1281,1287 O I-Task +[ 1288,1289 O O +7 1289,1290 O O +] 1290,1291 O O +. 1291,1292 O O + + +-DOCSTART- (S0370269302011838) + +First 0,5 O O +results 6,13 O O +from 14,18 O O +RHIC 19,23 O O +on 24,26 O O +charged 27,34 O B-Task +multiplicities 35,49 O I-Task +, 49,50 O O +evolution 51,60 O B-Task +of 61,63 O I-Task +multiplicities 64,78 O I-Task +with 79,83 O I-Task +centrality 84,94 O I-Task +, 94,95 O O +particle 96,104 O B-Task +ratios 105,111 O I-Task +and 112,115 O O +transverse 116,126 O B-Task +momentum 127,135 O I-Task +distributions 136,149 O I-Task +in 150,152 O O +central 153,160 O O +and 161,164 O O +minimum 165,172 O O +bias 173,177 O O +collisions 178,188 O O +, 188,189 O O +are 190,193 O O +analyzed 194,202 O O +in 203,205 O O +a 206,207 O O +string 208,214 O B-Process +model 215,220 O I-Process +which 221,226 O O +includes 227,235 O O +hard 236,240 O B-Material +collisions 241,251 O I-Material +, 251,252 O O +collectivity 253,265 O B-Material +in 266,268 O I-Material +the 269,272 O I-Material +initial 273,280 O I-Material +state 281,286 O I-Material +considered 287,297 O O +as 298,300 O O +string 301,307 O O +fusion 308,314 O O +, 314,315 O O +and 316,319 O O +rescattering 320,332 O B-Material +of 333,335 O I-Material +the 336,339 O I-Material +produced 340,348 O I-Material +secondaries 349,360 O I-Material +. 360,361 O O + +Multiplicities 362,376 O B-Task +and 377,380 O O +their 381,386 O B-Task +evolution 387,396 O I-Task +with 397,401 O O +centrality 402,412 O O +are 413,416 O O +successfully 417,429 O O +reproduced 430,440 O O +. 440,441 O O + +Transverse 442,452 O B-Process +momentum 453,461 O I-Process +distributions 462,475 O I-Process +in 476,478 O O +the 479,482 O O +model 483,488 O O +show 489,493 O O +a 494,495 O O +larger 496,502 O O +pT 503,505 O O +- 505,506 O O +tail 506,510 O O +than 511,515 O O +experimental 516,528 O O +data 529,533 O O +, 533,534 O O +disagreement 535,547 O O +which 548,553 O O +grows 554,559 O O +with 560,564 O O +increasing 565,575 O O +centrality 576,586 O O +. 586,587 O O + +Discrepancies 588,601 O B-Process +with 602,606 O I-Process +particle 607,615 O I-Process +ratios 616,622 O I-Process +appear 623,629 O O +and 630,633 O O +are 634,637 O O +examined 638,646 O O +comparing 647,656 O O +with 657,661 O O +previous 662,670 O O +features 671,679 O O +of 680,682 O O +the 683,686 O O +model 687,692 O O +at 693,695 O O +SPS 696,699 O O +. 699,700 O O + + +-DOCSTART- (S0370269302012492) + +In 0,2 O O +this 3,7 O O +section 8,15 O O +we 16,18 O O +wish 19,23 O O +to 24,26 O O +calculate 27,36 O B-Task +the 37,40 O I-Task +cross 41,46 O I-Task +section 47,54 O I-Task +for 55,58 O I-Task +the 59,62 O I-Task +absorption 63,73 O I-Task +of 74,76 O I-Task +massless 77,85 O I-Task +scalars 86,93 O I-Task +by 94,96 O O +the 97,100 O O +self 101,105 O B-Process +- 105,106 O I-Process +dual 106,110 O I-Process +string 111,117 O I-Process +in 118,120 O O +the 121,124 O O +world 125,130 O O +volume 131,137 O O +of 138,140 O O +the 141,144 O O +M 145,146 O B-Material +- 146,147 O I-Material +theory 147,153 O I-Material +five 154,158 O I-Material +- 158,159 O I-Material +brane 159,164 O I-Material +. 164,165 O O + +We 166,168 O O +will 169,173 O O +adopt 174,179 O O +an 180,182 O O +entirely 183,191 O B-Process +world 192,197 O I-Process +volume 198,204 O I-Process +approach 205,213 O I-Process +similar 214,221 O O +to 222,224 O O +that 225,229 O O +of 230,232 O O +[ 233,234 O O +21–23 234,239 O O +] 239,240 O O +. 240,241 O O + +We 242,244 O O +begin 245,250 O O +by 251,253 O O +writing 254,261 O O +the 262,265 O O +equation 266,274 O O +satisfied 275,284 O O +by 285,287 O O +the 288,291 O O +s 292,293 O B-Material +- 293,294 O I-Material +wave 294,298 O I-Material +with 299,303 O O +energy 304,310 O O +ω 311,312 O O +, 312,313 O O +φ(r 314,317 O O +, 317,318 O O +t)=φ(r)eiωt 318,329 O O +, 329,330 O O +of 331,333 O O +the 334,337 O O +linear 338,344 O B-Process +fluctuations 345,357 O I-Process +of 358,360 O O +the 361,364 O O +four 365,369 O O +overall 370,377 O O +transverse 378,388 O O +scalars 389,396 O O +about 397,402 O O +the 403,406 O O +self 407,411 O O +- 411,412 O O +dual 412,416 O O +string 417,423 O O +, 423,424 O O +( 425,426 O O +it 426,428 O O +is 429,431 O O +known 432,437 O O +that 438,442 O O +there 443,448 O O +are 449,452 O O +problems 453,461 O O +when 462,466 O O +one 467,470 O O +considers 471,480 O O +higher 481,487 O B-Process +angular 488,495 O I-Process +momentum 496,504 O I-Process +modes 505,510 O I-Process +[ 511,512 O O +23 512,514 O O +] 514,515 O O +, 515,516 O O +one 517,520 O O +must 521,525 O O +take 526,530 O O +care 531,535 O O +with 536,540 O O +the 541,544 O O +validity 545,553 O O +of 554,556 O O +the 557,560 O O +linearized 561,571 O B-Process +approximation 572,585 O I-Process +, 585,586 O O +this 587,591 O O +is 592,594 O O +discussed 595,604 O O +in 605,607 O O +[ 608,609 O O +13 609,611 O O +] 611,612 O O +) 612,613 O O +: 613,614 O O +( 615,616 O O +15)ρ−3ddρρ3ddρ+1+R6ω6ρ6φ(ρ)=0 616,645 O O +, 645,646 O O +where 647,652 O O +ρ=rω 653,657 O O +, 657,658 O O +R 659,660 O O += 660,661 O O +Q1/3ℓp 661,667 O O +. 667,668 O O + +Note 669,673 O O +, 673,674 O O +as 675,677 O O +pointed 678,685 O O +out 686,689 O O +by 690,692 O O +[ 693,694 O O +11 694,696 O O +] 696,697 O O +world 698,703 O B-Process +volume 704,710 O I-Process +solitons 711,719 O I-Process +have 720,724 O O +a 725,726 O O +much 727,731 O O +sharper 732,739 O O +potential 740,749 O O +than 750,754 O O +the 755,758 O O +Coulomb 759,766 O O +type 767,771 O O +potential 772,781 O O +typical 782,789 O O +of 790,792 O O +brane 793,798 O B-Process +solutions 799,808 O I-Process +in 809,811 O O +supergravity 812,824 O O +; 824,825 O O +thus 826,830 O O +this 831,835 O O +scattering 836,846 O O +is 847,849 O O +different 850,859 O O +to 860,862 O O +that 863,867 O O +of 868,870 O O +the 871,874 O O +string 875,881 O O +in 882,884 O O +six 885,888 O O +- 888,889 O O +dimensional 889,900 O O +supergravity 901,913 O O +. 913,914 O O + +Nevertheless 915,927 O O +, 927,928 O O +for 929,932 O O +small 933,938 O B-Task +ωR 939,941 O I-Task +one 942,945 O O +may 946,949 O O +solve 950,955 O O +this 956,960 O O +problem 961,968 O O +by 969,971 O O +matching 972,980 O O +an 981,983 O O +approximate 984,995 O B-Process +solution 996,1004 O I-Process +in 1005,1007 O O +the 1008,1011 O O +inner 1012,1017 O O +region 1018,1024 O O +to 1025,1027 O O +an 1028,1030 O O +approximate 1031,1042 O B-Process +solution 1043,1051 O I-Process +in 1052,1054 O O +the 1055,1058 O O +outer 1059,1064 O O +region 1065,1071 O O +; 1071,1072 O O +this 1073,1077 O O +follows 1078,1085 O O +closely 1086,1093 O O +the 1094,1097 O O +supergravity 1098,1110 O B-Process +calculation 1111,1122 O I-Process +[ 1123,1124 O O +24 1124,1126 O O +] 1126,1127 O O +. 1127,1128 O O + + +-DOCSTART- (S0370269302013412) + +We 0,2 O O +consider 3,11 O B-Task +cosmological 12,24 O I-Task +consequences 25,37 O I-Task +of 38,40 O I-Task +a 41,42 O I-Task +conformal 43,52 O I-Task +- 52,53 O I-Task +invariant 53,62 O I-Task +formulation 63,74 O I-Task +of 75,77 O I-Task +Einstein 78,86 O I-Task +'s 86,88 O I-Task +General 89,96 O I-Task +Relativity 97,107 O I-Task +where 108,113 O O +instead 114,121 O O +of 122,124 O O +the 125,128 O O +scale 129,134 O B-Material +factor 135,141 O I-Material +of 142,144 O O +the 145,148 O O +spatial 149,156 O O +metrics 157,164 O O +in 165,167 O O +the 168,171 O O +action 172,178 O O +functional 179,189 O O +a 190,191 O O +massless 192,200 O B-Material +scalar 201,207 O I-Material +( 208,209 O I-Material +dilaton 209,216 O I-Material +) 216,217 O I-Material +field 218,223 O I-Material +occurs 224,230 O O +which 231,236 O O +scales 237,243 O O +all 244,247 O O +masses 248,254 O B-Material +including 255,264 O O +the 265,268 O O +Planck 269,275 O B-Material +mass 276,280 O I-Material +. 280,281 O O + +Instead 282,289 O O +of 290,292 O O +the 293,296 O O +expansion 297,306 O B-Process +of 307,309 O I-Process +the 310,313 O I-Process +universe 314,322 O I-Process +we 323,325 O O +obtain 326,332 O O +the 333,336 O O +Hoyle 337,342 O B-Process +– 342,343 O I-Process +Narlikar 343,351 O I-Process +type 352,356 O I-Process +of 357,359 O I-Process +mass 360,364 O I-Process +evolution 365,374 O I-Process +, 374,375 O O +where 376,381 O O +the 382,385 O O +temperature 386,397 O B-Process +history 398,405 O I-Process +of 406,408 O I-Process +the 409,412 O I-Process +universe 413,421 O I-Process +is 422,424 O O +replaced 425,433 O O +by 434,436 O O +the 437,440 O O +mass 441,445 O B-Process +history 446,453 O I-Process +. 453,454 O O + +We 455,457 O O +show 458,462 O O +that 463,467 O O +this 468,472 O O +conformal 473,482 O B-Process +- 482,483 O I-Process +invariant 483,492 O I-Process +cosmological 493,505 O I-Process +model 506,511 O I-Process +gives 512,517 O O +a 518,519 O O +satisfactory 520,532 O O +description 533,544 O O +of 545,547 O O +the 548,551 O O +new 552,555 O O +supernova 556,565 O B-Material +Ia 566,568 O I-Material +data 569,573 O I-Material +for 574,577 O O +the 578,581 O O +effective 582,591 O B-Process +magnitude 592,601 O I-Process +– 601,602 O I-Process +redshift 602,610 O I-Process +relation 611,619 O I-Process +without 620,627 O O +a 628,629 O O +cosmological 630,642 O B-Material +constant 643,651 O I-Material +and 652,655 O O +make 656,660 O O +a 661,662 O O +prediction 663,673 O O +for 674,677 O O +the 678,681 O O +high 682,686 O B-Process +- 686,687 O I-Process +redshift 687,695 O I-Process +behavior 696,704 O I-Process +which 705,710 O O +deviates 711,719 O O +from 720,724 O O +that 725,729 O O +of 730,732 O O +standard 733,741 O B-Task +cosmology 742,751 O I-Task +for 752,755 O O +z>1.7 756,761 O O +. 761,762 O O + + +-DOCSTART- (S0370269302014880) + +Production 0,10 O B-Task +of 11,13 O I-Task +charmonium 14,24 O I-Task +states 25,31 O I-Task +J/ψ 32,35 O I-Task +and 36,39 O I-Task +ψ′ 40,42 O I-Task +in 43,45 O I-Task +nucleus 46,53 O I-Task +– 53,54 O I-Task +nucleus 54,61 O I-Task +collisions 62,72 O I-Task +has 73,76 O O +been 77,81 O O +studied 82,89 O O +at 90,92 O O +CERN 93,97 O O +SPS 98,101 O O +over 102,106 O O +the 107,110 O O +previous 111,119 O O +15 120,122 O O +years 123,128 O O +by 129,131 O O +the 132,135 O O +NA38 136,140 O O +and 141,144 O O +NA50 145,149 O O +Collaborations 150,164 O O +. 164,165 O O + +This 166,170 O O +experimental 171,183 O B-Task +program 184,191 O I-Task +was 192,195 O O +mainly 196,202 O O +motivated 203,212 O O +by 213,215 O O +the 216,219 O O +suggestion 220,230 O O +[ 231,232 O O +1 232,233 O O +] 233,234 O O +to 235,237 O O +use 238,241 O B-Task +the 242,245 O I-Task +J/ψ 246,249 O I-Task +as 250,252 O I-Task +a 253,254 O I-Task +probe 255,260 O I-Task +of 261,263 O I-Task +the 264,267 O I-Task +state 268,273 O I-Task +of 274,276 O I-Task +matter 277,283 O I-Task +created 284,291 O I-Task +at 292,294 O I-Task +the 295,298 O I-Task +early 299,304 O I-Task +stage 305,310 O I-Task +of 311,313 O I-Task +the 314,317 O I-Task +collision 318,327 O I-Task +. 327,328 O O + +The 329,332 O O +original 333,341 O B-Material +picture 342,349 O I-Material +[ 350,351 O O +1 351,352 O O +] 352,353 O O +( 354,355 O O +see 355,358 O O +also 359,363 O O +[ 364,365 O O +2 365,366 O O +] 366,367 O O +for 368,371 O O +a 372,373 O O +modern 374,380 O O +review 381,387 O O +) 387,388 O O +assumes 389,396 O O +that 397,401 O O +charmonia 402,411 O B-Material +are 412,415 O O +created 416,423 O O +exclusively 424,435 O O +at 436,438 O O +the 439,442 O O +initial 443,450 O O +stage 451,456 O O +of 457,459 O O +the 460,463 O O +reaction 464,472 O O +in 473,475 O O +primary 476,483 O B-Process +nucleon 484,491 O I-Process +– 491,492 O I-Process +nucleon 492,499 O I-Process +collisions 500,510 O I-Process +. 510,511 O O + +During 512,518 O O +the 519,522 O O +subsequent 523,533 O B-Process +evolution 534,543 O I-Process +of 544,546 O I-Process +the 547,550 O I-Process +system 551,557 O I-Process +, 557,558 O I-Process +the 559,562 O O +number 563,569 O O +of 570,572 O O +hidden 573,579 O B-Material +charm 580,585 O I-Material +mesons 586,592 O I-Material +is 593,595 O O +reduced 596,603 O O +because 604,611 O O +of 612,614 O O +: 614,615 O O +( 616,617 O O +a 617,618 O O +) 618,619 O O +absorption 620,630 O B-Process +of 631,633 O I-Process +pre 634,637 O I-Process +- 637,638 O I-Process +resonance 638,647 O I-Process +charmonium 648,658 O I-Process +states 659,665 O I-Process +by 666,668 O I-Process +nuclear 669,676 O I-Process +nucleons 677,685 O I-Process +( 686,687 O O +normal 687,693 O B-Process +nuclear 694,701 O I-Process +suppression 702,713 O I-Process +) 713,714 O O +, 714,715 O O +( 716,717 O O +b 717,718 O O +) 718,719 O O +interactions 720,732 O B-Process +of 733,735 O I-Process +charmonia 736,745 O I-Process +with 746,750 O I-Process +secondary 751,760 O I-Process +hadrons 761,768 O I-Process +( 769,770 O O +comovers 770,778 O B-Process +) 778,779 O O +, 779,780 O O +( 781,782 O O +c 782,783 O O +) 783,784 O O +dissociation 785,797 O B-Process +of 798,800 O I-Process +cc̄ 801,804 O I-Process +bound 805,810 O I-Process +states 811,817 O I-Process +in 818,820 O I-Process +deconfined 821,831 O I-Process +medium 832,838 O I-Process +( 839,840 O O +anomalous 840,849 O B-Process +suppression 850,861 O I-Process +) 861,862 O O +. 862,863 O O + +It 864,866 O O +was 867,870 O O +found 871,876 O O +[ 877,878 O O +3 878,879 O O +] 879,880 O O +that 881,885 O O +J/ψ 886,889 O B-Process +suppression 890,901 O I-Process +with 902,906 O O +respect 907,914 O O +to 915,917 O O +Drell 918,923 O B-Material +– 923,924 O I-Material +Yan 924,927 O I-Material +muon 928,932 O I-Material +pairs 933,938 O I-Material +measured 939,947 O O +in 948,950 O O +proton 951,957 O B-Material +– 957,958 O I-Material +nucleus 958,965 O I-Material +and 966,969 O O +nucleus 970,977 O O +– 977,978 O O + +nucleus 978,985 O O +collisions 986,996 O O +with 997,1001 O O +light 1002,1007 O B-Material +projectiles 1008,1019 O I-Material +can 1020,1023 O O +be 1024,1026 O O +explained 1027,1036 O O +by 1037,1039 O O +the 1040,1043 O O +so 1044,1046 O O +- 1046,1047 O O +called 1047,1053 O O +“ 1054,1055 O O +normal 1055,1061 O O +” 1061,1062 O O +( 1063,1064 O O +due 1064,1067 O O +to 1068,1070 O O +sweeping 1071,1079 O B-Material +nucleons 1080,1088 O I-Material +) 1088,1089 O O +nuclear 1090,1097 O B-Process +suppression 1098,1109 O I-Process +alone 1110,1115 O O +. 1115,1116 O O + +In 1117,1119 O O +contrast 1120,1128 O O +, 1128,1129 O O +the 1130,1133 O O +NA50 1134,1138 O B-Task +experiment 1139,1149 O I-Task +with 1150,1154 O O +a 1155,1156 O O +heavy 1157,1162 O B-Material +projectile 1163,1173 O I-Material +and 1174,1177 O I-Material +target 1178,1184 O I-Material +( 1185,1186 O O +Pb+Pb 1186,1191 O B-Material +) 1191,1192 O O +revealed 1193,1201 O O +essentially 1202,1213 O O +stronger 1214,1222 O O +J/ψ 1223,1226 O B-Process +suppression 1227,1238 O I-Process +for 1239,1242 O O +central 1243,1250 O B-Process +collisions 1251,1261 O I-Process +[ 1262,1263 O O +4–7 1263,1266 O O +] 1266,1267 O O +. 1267,1268 O O + +This 1269,1273 O O +anomalous 1274,1283 O O +J/ψ 1284,1287 O B-Process +suppression 1288,1299 O I-Process +was 1300,1303 O O +attributed 1304,1314 O O +to 1315,1317 O O +formation 1318,1327 O B-Process +of 1328,1330 O I-Process +quark 1331,1336 O I-Process +– 1336,1337 O I-Process +gluon 1337,1342 O I-Process +plasma 1343,1349 O I-Process +( 1350,1351 O O +QGP 1351,1354 O B-Material +) 1354,1355 O O +[ 1356,1357 O O +7 1357,1358 O O +] 1358,1359 O O +, 1359,1360 O O +but 1361,1364 O O +a 1365,1366 O O +comover 1367,1374 O B-Process +scenario 1375,1383 O I-Process +can 1384,1387 O O +not 1387,1390 O O +be 1391,1393 O O +excluded 1394,1402 O O +[ 1403,1404 O O +8 1404,1405 O O +] 1405,1406 O O +. 1406,1407 O O + + +-DOCSTART- (S0370269302014892) + +Brodsky 0,7 O O +and 8,11 O O +Lepage 12,18 O O +[ 19,20 O O +8 20,21 O O +] 21,22 O O +have 23,27 O O +proposed 28,36 O O +a 37,38 O O +formula 39,46 O B-Task +for 47,50 O I-Task +meson 51,56 O I-Task +pair 57,61 O I-Task +production 62,72 O I-Task +which 73,78 O O +looks 79,84 O O +similar 85,92 O O +to 93,95 O O +( 96,97 O O +25 97,99 O O +) 99,100 O O +, 100,101 O O +except 102,108 O O +for 109,112 O O +a 113,114 O O +different 115,124 O O +charge 125,131 O O +factor 132,138 O O +and 139,142 O O +the 143,146 O O +appearance 147,157 O O +of 158,160 O O +the 161,164 O O +timelike 165,173 O O +electromagnetic 174,189 O B-Material +meson 190,195 O I-Material +form 196,200 O O +factor 201,207 O O +instead 208,215 O O +of 216,218 O O +the 219,222 O O +annihilation 223,235 O O +form 236,240 O O +factor 241,247 O O +R(s 248,251 O O +) 251,252 O O +. 252,253 O O + +This 254,258 O O +formula 259,266 O B-Task +was 267,270 O O +obtained 271,279 O O +from 280,284 O O +the 285,288 O O +leading 289,296 O O +- 296,297 O O +twist 297,302 O O +result 303,309 O O +by 310,312 O O +neglecting 313,323 O B-Process +part 324,328 O I-Process +of 329,331 O I-Process +the 332,335 O I-Process +amplitudes 336,346 O I-Process +with 347,351 O I-Process +opposite 352,360 O I-Process +photon 361,367 O I-Process +helicities 368,378 O I-Process +. 378,379 O O + +As 380,382 O O +has 383,386 O O +been 387,391 O O +pointed 392,399 O O +out 400,403 O O +in 404,406 O O +[ 407,408 O O +9 408,409 O O +] 409,410 O O +, 410,411 O O +this 412,416 O O +part 417,421 O O +is 422,424 O O +however 425,432 O O +not 433,436 O O +approximately 437,450 O O +independent 451,462 O O +of 463,465 O O +the 466,469 O O +pion 470,474 O O +distribution 475,487 O O +amplitude 488,497 O O +and 498,501 O O +not 502,505 O O +generically 506,517 O O +small 518,523 O O +. 523,524 O O + +We 525,527 O O +also 528,532 O O +remark 533,539 O O +that 540,544 O O +the 545,548 O O +appearance 549,559 O O +of 560,562 O O +Fπ(s 563,567 O O +) 567,568 O O +in 569,571 O O +the 572,575 O O +γγ→π+π− 576,583 O O +amplitude 584,593 O O +is 594,596 O O +no 597,599 O O +longer 600,606 O O +observed 607,615 O O +if 616,618 O O +corrections 619,630 O O +from 631,635 O O +partonic 636,644 O B-Process +transverse 645,655 O I-Process +momentum 656,664 O I-Process +in 665,667 O O +the 668,671 O O +hard 672,676 O B-Process +scattering 677,687 O I-Process +process 688,695 O I-Process +are 696,699 O O +taken 700,705 O O +into 706,710 O O +account 711,718 O O +, 718,719 O O +and 720,723 O O +that 724,728 O O +these 729,734 O O +corrections 735,746 O O +are 747,750 O O +not 751,754 O O +numerically 755,766 O O +small 767,772 O O +for 773,776 O O +the 777,780 O O +values 781,787 O O +of 788,790 O O +s 791,792 O O +we 793,795 O O +are 796,799 O O +dealing 800,807 O O +with 808,812 O O +[ 813,814 O O +13 814,816 O O +] 816,817 O O +. 817,818 O O + +Notice 819,825 O O +further 826,833 O O +that 834,838 O O +two 839,842 O B-Process +- 842,843 O I-Process +photon 843,849 O I-Process +annihilation 850,862 O I-Process +produces 863,871 O O +two 872,875 O O +pions 876,881 O B-Material +in 882,884 O O +a 885,886 O O +C 887,888 O O +- 888,889 O O +even 889,893 O O +state 894,899 O O +, 899,900 O O +whereas 901,908 O O +the 909,912 O O +electromagnetic 913,928 O B-Process +form 929,933 O I-Process +factor 934,940 O I-Process +projects 941,949 O O +on 950,952 O O +the 953,956 O O +C 957,958 O O +- 958,959 O O +odd 959,962 O O +state 963,968 O O +of 969,971 O O +a 972,973 O O +pion 974,978 O B-Material +pair 979,983 O I-Material +. 983,984 O O + +In 985,987 O O +contrast 988,996 O O +, 996,997 O O +our 998,1001 O O +annihilation 1002,1014 O B-Material +form 1015,1019 O I-Material +factor 1020,1026 O I-Material +R2π(s 1027,1032 O B-Material +) 1032,1033 O I-Material +is 1034,1036 O O +C 1037,1038 O O +- 1038,1039 O O +even 1039,1043 O O +as 1044,1046 O O +discussed 1047,1056 O O +after 1057,1062 O O +( 1063,1064 O O +24 1064,1066 O O +) 1066,1067 O O +. 1067,1068 O O + +Finally 1069,1076 O O +, 1076,1077 O O +due 1078,1081 O O +to 1082,1084 O O +a 1085,1086 O O +particular 1087,1097 O O +charge 1098,1104 O O +factor 1105,1111 O O +, 1111,1112 O O +the 1113,1116 O O +Brodsky 1117,1124 O B-Task +– 1124,1125 O I-Task +Lepage 1125,1131 O I-Task +formula 1132,1139 O I-Task +leads 1140,1145 O O +to 1146,1148 O O +a 1149,1150 O O +vanishing 1151,1160 O B-Process +cross 1161,1166 O I-Process +section 1167,1174 O I-Process +for 1175,1178 O I-Process +γγ 1179,1181 O I-Process +annihilation 1182,1194 O I-Process +into 1195,1199 O O +pairs 1200,1205 O O +of 1206,1208 O O +neutral 1209,1216 O B-Material +pseudoscalars 1217,1230 O I-Material +. 1230,1231 O O + + +-DOCSTART- (S0370269303015478) + +Since 0,5 O O +perturbative 6,18 O B-Process +expansion 19,28 O I-Process +is 29,31 O O +used 32,36 O O +, 36,37 O O +it 38,40 O O +is 41,43 O O +impossible 44,54 O O +to 55,57 O O +find 58,62 O O +the 63,66 O O +exact 67,72 O B-Process +bounds 73,79 O I-Process +; 79,80 O O +instead 81,88 O O +, 88,89 O O +one 90,93 O O +can 94,97 O O +derive 98,104 O O +tree 105,109 O B-Process +- 109,110 O I-Process +level 110,115 O I-Process +unitarity 116,125 O I-Process +bounds 126,132 O I-Process +or 133,135 O O +loop 136,140 O B-Process +- 140,141 O I-Process +improved 141,149 O I-Process +unitarity 150,159 O I-Process +bounds 160,166 O I-Process +. 166,167 O O + +In 168,170 O O +this 171,175 O O +study 176,181 O O +, 181,182 O O +we 183,185 O O +will 186,190 O O +use 191,194 O O +unitarity 195,204 O B-Process +bounds 205,211 O I-Process +coming 212,218 O O +from 219,223 O O +a 224,225 O O +tree 226,230 O B-Task +- 230,231 O I-Task +level 231,236 O I-Task +analysis 237,245 O I-Task +[ 246,247 O O +20 247,249 O O +] 249,250 O O +. 250,251 O O + +This 252,256 O O +tree 257,261 O B-Task +level 262,267 O I-Task +analysis 268,276 O I-Task +is 277,279 O O +derived 280,287 O O +with 288,292 O O +the 293,296 O O +help 297,301 O O +of 302,304 O O +the 305,308 O O +equivalence 309,320 O B-Process +theorem 321,328 O I-Process +[ 329,330 O O +21 330,332 O O +] 332,333 O O +, 333,334 O O +which 335,340 O O +itself 341,347 O O +is 348,350 O O +a 351,352 O O +high 353,357 O B-Process +- 357,358 O I-Process +energy 358,364 O I-Process +approximation 365,378 O I-Process +where 379,384 O O +it 385,387 O O +is 388,390 O O +assumed 391,398 O O +that 399,403 O O +the 404,407 O O +energy 408,414 O O +scale 415,420 O O +is 421,423 O O +much 424,428 O O +larger 429,435 O O +than 436,440 O O +the 441,444 O O +Z0 445,447 O O +and 448,451 O O +W± 452,454 O O +gauge 455,460 O B-Material +- 460,461 O I-Material +boson 461,466 O I-Material +masses 467,473 O I-Material +. 473,474 O O + +We 475,477 O O +will 478,482 O O +consider 483,491 O O +here 492,496 O O +this 497,501 O O +“ 502,503 O O +high 503,507 O O +- 507,508 O O +energy 508,514 O O +” 514,515 O O +hypothesis 516,526 O O +that 527,531 O O +both 532,536 O O +the 537,540 O O +equivalence 541,552 O B-Process +theorem 553,560 O I-Process +and 561,564 O O +the 565,568 O O +decoupling 569,579 O B-Process +regime 580,586 O I-Process +are 587,590 O O +well 591,595 O O +settled 596,603 O O +, 603,604 O O +but 605,608 O O +in 609,611 O O +such 612,616 O O +a 617,618 O O +way 619,622 O O +that 623,627 O O +the 628,631 O O +unitarity 632,641 O B-Process +constraint 642,652 O I-Process +is 653,655 O O +also 656,660 O O +fulfilled 661,670 O O +. 670,671 O O + +Our 672,675 O O +purpose 676,683 O O +is 684,686 O O +to 687,689 O O +investigate 690,701 O B-Task +the 702,705 O I-Task +quantum 706,713 O I-Task +effects 714,721 O I-Task +in 722,724 O I-Task +the 725,728 O I-Task +decays 729,735 O I-Task +of 736,738 O I-Task +the 739,742 O I-Task +light 743,748 O I-Task +CP 749,751 O I-Task +- 751,752 O I-Task +even 752,756 O I-Task +Higgs 757,762 O I-Task +boson 763,768 O I-Task +h0 769,771 O I-Task +, 771,772 O O +especially 773,783 O O +looking 784,791 O B-Task +for 792,795 O I-Task +sizeable 796,804 O I-Task +differences 805,816 O I-Task +with 817,821 O I-Task +respect 822,829 O I-Task +to 830,832 O I-Task +the 833,836 O I-Task +SM 837,839 O I-Task +in 840,842 O I-Task +the 843,846 O I-Task +decoupling 847,857 O I-Task +regime 858,864 O I-Task +. 864,865 O O + + +-DOCSTART- (S0370269303017222) + +In 0,2 O O +the 3,6 O O +bag 7,10 O B-Process +model 11,16 O I-Process +and 17,20 O O +in 21,23 O O +linear 24,30 O O +or 31,33 O O +harmonic 34,42 O O +oscillator 43,53 O B-Process +confining 54,63 O I-Process +potentials 64,74 O I-Process +, 74,75 O O +the 76,79 O O +first 80,85 O O +excited 86,93 O O +S 94,95 O O +- 95,96 O O +state 96,101 O O +lies 102,106 O O +above 107,112 O O +the 113,116 O O +lowest 117,123 O O +P 124,125 O O +- 125,126 O O +state 126,131 O O +, 131,132 O O +making 133,139 O O +the 140,143 O O +predicted 144,153 O O +Roper 154,159 O O +mass 160,164 O O +heavier 165,172 O O +than 173,177 O O +the 178,181 O O +lightest 182,190 O O +negative 191,199 O O +parity 200,206 O O +baryon 207,213 O O +mass 214,218 O O +. 218,219 O O + +Pairwise 220,228 O B-Process +spin 229,233 O I-Process +- 233,234 O I-Process +dependent 234,243 O I-Process +interactions 244,256 O I-Process +must 257,261 O O +reverse 262,269 O O +the 270,273 O O +level 274,279 O B-Process +ordering 280,288 O I-Process +. 288,289 O O + +As 290,292 O O +mentioned 293,302 O O +earlier 303,310 O O +, 310,311 O O +color 312,317 O B-Process +- 317,318 O I-Process +spin 318,322 O I-Process +interactions 323,335 O I-Process +fail 336,340 O O +in 341,343 O O +this 344,348 O O +regard 349,355 O O +[ 356,357 O O +29 357,359 O O +] 359,360 O O +, 360,361 O O +while 362,367 O O +flavor 368,374 O B-Process +- 374,375 O I-Process +spin 375,379 O I-Process +interactions 380,392 O I-Process +produce 393,400 O O +the 401,404 O O +desired 405,412 O O +effect 413,419 O O +. 419,420 O O + +Since 421,426 O O +the 427,430 O O +q3 431,433 O B-Process +color 434,439 O I-Process +wave 440,444 O I-Process +function 445,453 O I-Process +is 454,456 O O +antisymmetric 457,470 O O +, 470,471 O O +the 472,475 O O +flavor 476,482 O B-Process +- 482,483 O I-Process +spin 483,487 O I-Process +- 487,488 O I-Process +orbital 488,495 O I-Process +wave 496,500 O I-Process +function 501,509 O I-Process +is 510,512 O O +totally 513,520 O O +symmetric 521,530 O O +. 530,531 O O + +For 532,535 O O +all 536,539 O O +quarks 540,546 O B-Material +in 547,549 O O +an 550,552 O O +S 553,554 O O +- 554,555 O O +state 555,560 O O +, 560,561 O O +the 562,565 O O +flavor 566,572 O B-Process +- 572,573 O I-Process +spin 573,577 O I-Process +wave 578,582 O I-Process +function 583,591 O I-Process +is 592,594 O O +totally 595,602 O O +symmetric 603,612 O O +all 613,616 O O +by 617,619 O O +itself 620,626 O O +and 627,630 O O +leads 631,636 O O +to 637,639 O O +the 640,643 O O +most 644,648 O O +attractive 649,659 O O +flavor 660,666 O B-Process +- 666,667 O I-Process +spin 667,671 O I-Process +interaction 672,683 O I-Process +. 683,684 O O + +If 685,687 O O +one 688,691 O O +quark 692,697 O B-Material +is 698,700 O O +in 701,703 O O +a 704,705 O O +P 706,707 O O +- 707,708 O O +state 708,713 O O +, 713,714 O O +the 715,718 O O +orbital 719,726 O B-Process +wave 727,731 O I-Process +function 732,740 O I-Process +is 741,743 O O +mixed 744,749 O O +symmetry 750,758 O O +and 759,762 O O +so 763,765 O O +is 766,768 O O +the 769,772 O O +flavor 773,779 O B-Process +- 779,780 O I-Process +spin 780,784 O I-Process +wave 785,789 O I-Process +function 790,798 O I-Process +, 798,799 O O +and 800,803 O O +the 804,807 O O +flavor 808,814 O B-Process +- 814,815 O I-Process +spin 815,819 O I-Process +interaction 820,831 O I-Process +is 832,834 O O +a 835,836 O O +less 837,841 O O +attractive 842,852 O O +. 852,853 O O + +In 854,856 O O +the 857,860 O O +SU(3)F 861,867 O O +symmetric 868,877 O O +case 878,882 O O +, 882,883 O O +Eq 884,886 O O +. 886,887 O O + +( 888,889 O O +1 889,890 O O +) 890,891 O O +, 891,892 O O +one 893,896 O O +obtains 897,904 O O +mass 905,909 O B-Process +splittings 910,920 O I-Process +( 921,922 O O +2)ΔMχ=−14Cχ,N(939),N∗(1440),−4Cχ,Δ(1232),−2Cχ,N∗(1535 922,975 O O +) 975,976 O O +. 976,977 O O + +Here 978,982 O O +we 983,985 O O +have 986,990 O O +approximated 991,1003 O O +the 1004,1007 O O +N∗(1535 1008,1015 O O +) 1015,1016 O O +as 1017,1019 O O +a 1020,1021 O O +state 1022,1027 O O +with 1028,1032 O O +total 1033,1038 O O +quark 1039,1044 O B-Process +spin-1/2 1045,1053 O I-Process +. 1053,1054 O O + + +-DOCSTART- (S037026930301801X) + +The 0,3 O O +measurements 4,16 O O +presented 17,26 O O +here 27,31 O O +provide 32,39 O O +evidence 40,48 O O +for 49,52 O O +the 53,56 O O +existence 57,66 O O +of 67,69 O O +di 70,72 O B-Material +- 72,73 O I-Material +cluster 73,80 O I-Material +structures 81,91 O I-Material +in 92,94 O O +10–12,14Be 95,105 O O +. 105,106 O O + +Certainly 107,116 O O +, 116,117 O O +if 118,120 O O +the 121,124 O O +breakup 125,132 O B-Process +process 133,140 O I-Process +samples 141,148 O O +the 149,152 O O +overlap 153,160 O O +between 161,168 O O +the 169,172 O O +wavefunctions 173,186 O B-Process +of 187,189 O I-Process +the 190,193 O I-Process +ground 194,200 O I-Process +state 201,206 O I-Process +and 207,210 O I-Process +the 211,214 O I-Process +excited 215,222 O I-Process +states 223,229 O I-Process +, 229,230 O O +the 231,234 O O +first 235,240 O B-Process +- 240,241 O I-Process +chance 241,247 O I-Process +cluster 248,255 O I-Process +breakup 256,263 O I-Process +cross 264,269 O I-Process +- 269,270 O I-Process +sections 270,278 O I-Process +, 278,279 O O +shown 280,285 O O +in 286,288 O O +Fig 289,292 O O +. 292,293 O O + +4(a 294,297 O O +) 297,298 O O +, 298,299 O O +indicate 300,308 O O +that 309,313 O O +the 314,317 O O +xHe+A−xHe 318,327 O B-Material +cluster 328,335 O I-Material +structure 336,345 O I-Material +does 346,350 O O +not 351,354 O O +decrease 355,363 O O +over 364,368 O O +the 369,372 O O +mass 373,377 O O +range 378,383 O O +A=10 384,388 O O +, 388,389 O O +12 390,392 O O +and 393,396 O O +14 397,399 O O +. 399,400 O O + +Given 401,406 O O +also 407,411 O O +that 412,416 O O +the 417,420 O O +decay 421,426 O B-Process +energy 427,433 O I-Process +threshold 434,443 O O +increases 444,453 O O +with 454,458 O O +mass 459,463 O O +number 464,470 O O +, 470,471 O O +the 472,475 O O +present 476,483 O O +data 484,488 O O +may 489,492 O O +even 493,497 O O +indicate 498,506 O O +a 507,508 O O +slight 509,515 O O +increase 516,524 O O +in 525,527 O O +clustering 528,538 O O +. 538,539 O O + +The 540,543 O O +breakup 544,551 O B-Process +cross 552,557 O I-Process +- 557,558 O I-Process +sections 558,566 O I-Process +also 567,571 O O +appear 572,578 O O +to 579,581 O O +demonstrate 582,593 O O +that 594,598 O O +these 599,604 O O +nuclei 605,611 O B-Material +possess 612,619 O O +a 620,621 O O +stronger 622,630 O O +structural 631,641 O O +overlap 642,649 O O +with 650,654 O O +an 655,657 O O +α–Xn–α 658,664 O O +configuration 665,678 O O +, 678,679 O O +although 680,688 O O +the 689,692 O O +reaction 693,701 O B-Process +mechanics 702,711 O I-Process +by 712,714 O O +which 715,720 O O +this 721,725 O O +final 726,731 O O +state 732,737 O O +is 738,740 O O +reached 741,748 O O +may 749,752 O O +be 753,755 O O +complex 756,763 O O +. 763,764 O O + +That 765,769 O O +is 770,772 O O +to 773,775 O O +say 776,779 O O +that 780,784 O O +the 785,788 O O +dominant 789,797 O B-Process +structural 798,808 O I-Process +mode 809,813 O I-Process +of 814,816 O O +the 817,820 O O +neutron 821,828 O B-Material +rich 829,833 O I-Material +isotopes 834,842 O I-Material +may 843,846 O O +be 847,849 O O +identified 850,860 O O +with 861,865 O O +two 866,869 O O +alpha 870,875 O B-Material +- 875,876 O I-Material +particles 876,885 O I-Material +plus 886,890 O O +valence 891,898 O B-Material +neutrons 899,907 O I-Material +. 907,908 O O + +These 909,914 O O +comprehensive 915,928 O B-Task +measurements 929,941 O I-Task +of 942,944 O I-Task +the 945,948 O I-Task +neutron 949,956 O I-Task +- 956,957 O I-Task +removal 957,964 O I-Task +and 965,968 O I-Task +cluster 969,976 O I-Task +breakup 977,984 O I-Task +for 985,988 O O +the 989,992 O O +first 993,998 O O +time 999,1003 O O +provide 1004,1011 O O +experimental 1012,1024 O O +data 1025,1029 O O +whereby 1030,1037 O O +the 1038,1041 O O +structure 1042,1051 O O +of 1052,1054 O O +the 1055,1058 O O +most 1059,1063 O O +neutron 1064,1071 O B-Material +- 1071,1072 O I-Material +rich 1072,1076 O I-Material +Be 1077,1079 O I-Material +isotopes 1080,1088 O I-Material +can 1089,1092 O O +be 1093,1095 O O +modeled 1096,1103 O O +via 1104,1107 O O +their 1108,1113 O O +reactions 1114,1123 O O +. 1123,1124 O O + + +-DOCSTART- (S0370269304005829) + +Let 0,3 O O +us 4,6 O O +now 7,10 O O +consider 11,19 O O +the 20,23 O O +case 24,28 O O +of 29,31 O O +a 32,33 O O +beta 34,38 O B-Material +- 38,39 O I-Material +beam 39,43 O I-Material +source 44,50 O I-Material +. 50,51 O O + +Similarly 52,61 O O +to 62,64 O O +the 65,68 O O +case 69,73 O O +of 74,76 O O +a 77,78 O O +static 79,85 O B-Material +tritium 86,93 O I-Material +source 94,100 O I-Material +, 100,101 O O +an 102,104 O O +advantage 105,114 O O +of 115,117 O O +the 118,121 O O +beta 122,126 O B-Process +- 126,127 O I-Process +beams 127,132 O I-Process +is 133,135 O O +that 136,140 O O +the 141,144 O O +neutrino 145,153 O B-Process +fluxes 154,160 O I-Process +can 161,164 O O +be 165,167 O O +very 168,172 O O +accurately 173,183 O O +calculated 184,194 O O +. 194,195 O O + +Fig 196,199 O O +. 199,200 O O + +3 201,202 O O +shows 203,208 O O +the 209,212 O O +electron 213,221 O B-Process +– 221,222 O I-Process +neutrino 222,230 O I-Process +scattering 231,241 O I-Process +events 242,248 O O +in 249,251 O O +the 252,255 O O +range 256,261 O O +of 262,264 O O +0.1 265,268 O O +MeV 269,272 O O +to 273,275 O O +1 276,277 O O +MeV 278,281 O O +and 282,285 O O +1 286,287 O O +keV 288,291 O O +to 292,294 O O +10 295,297 O O +keV 298,301 O O +, 301,302 O O +respectively 303,315 O O +. 315,316 O O + +( 317,318 O O +In 318,320 O O +Fig 321,324 O O +. 324,325 O O + +3(b 326,329 O O +) 329,330 O O + +we 331,333 O O +have 334,338 O O +rounded 339,346 O O +to 347,349 O O +the 350,353 O O +nearest 354,361 O O +integer 362,369 O O +number 370,376 O O +of 377,379 O O +counts 380,386 O O +. 386,387 O O +) 387,388 O O + +The 389,392 O O +shape 393,398 O O +of 399,401 O O +the 402,405 O O +flux 406,410 O O +- 410,411 O O +averaged 411,419 O O +cross 420,425 O O +sections 426,434 O O +is 435,437 O O +very 438,442 O O +similar 443,450 O O +to 451,453 O O +the 454,457 O O +reactor 458,465 O B-Material +case 466,470 O I-Material +as 471,473 O O +reflected 474,483 O O +in 484,486 O O +the 487,490 O O +event 491,496 O O +rates 497,502 O O +shown 503,508 O O +in 509,511 O O +the 512,515 O O +figures 516,523 O O +. 523,524 O O + +As 525,527 O O +can 528,531 O O +be 532,534 O O +seen 535,539 O O +, 539,540 O O +by 541,543 O O +measuring 544,553 O O +electron 554,562 O B-Material +recoils 563,570 O I-Material +in 571,573 O O +the 574,577 O O +keV 578,581 O O +range 582,587 O O +with 588,592 O O +a 593,594 O O +beta 595,599 O B-Material +- 599,600 O I-Material +beam 600,604 O I-Material +source 605,611 O I-Material +one 612,615 O O +could 616,621 O O +, 621,622 O O +with 623,627 O O +a 628,629 O O +sufficiently 630,642 O O +strong 643,649 O O +source 650,656 O O +, 656,657 O O +have 658,662 O O +a 663,664 O O +very 665,669 O O +clear 670,675 O O +signature 676,685 O O +for 686,689 O O +a 690,691 O O +neutrino 692,700 O B-Process +magnetic 701,709 O I-Process +moment 710,716 O I-Process +of 717,719 O O +5×10−11μB. 720,730 O O + +These 731,736 O O +figures 737,744 O O +are 745,748 O O +for 749,752 O O +Helium-6 753,761 O B-Material +ions 762,766 O I-Material +, 766,767 O O +however 768,775 O O +, 775,776 O O +similar 777,784 O O +results 785,792 O O +can 793,796 O O +be 797,799 O O +obtained 800,808 O O +using 809,814 O O +neutrinos 815,824 O B-Material +from 825,829 O O +18Ne 830,834 O O +. 834,835 O O + +The 836,839 O O +results 840,847 O O +shown 848,853 O O +are 854,857 O O +obtained 858,866 O O +for 867,870 O O +an 871,873 O O +intensity 874,883 O O +of 884,886 O O +1015 887,891 O O +ν/s 892,895 O O +( 896,897 O O +i.e. 897,901 O O +, 901,902 O O +1015 903,907 O O +ions 909,913 O O +/ 913,914 O O +s 914,915 O O +) 915,916 O O +. 916,917 O O + +If 918,920 O O +there 921,926 O O +is 927,929 O O +no 930,932 O O +magnetic 933,941 O O +moment 942,948 O O +, 948,949 O O +this 950,954 O O +intensity 955,964 O O +will 965,969 O O +produce 970,977 O O +about 978,983 O O +170 984,987 O O +events 988,994 O O +in 995,997 O O +the 998,1001 O O +0.1 1002,1005 O O +MeV 1006,1009 O O +to 1010,1012 O O +1 1013,1014 O O +MeV 1015,1018 O O +range 1019,1024 O O +per 1025,1028 O O +year 1029,1033 O O +and 1034,1037 O O +3 1038,1039 O O +events 1040,1046 O O +in 1047,1049 O O +the 1050,1053 O O +1 1054,1055 O O +keV 1056,1059 O O +to 1060,1062 O O +10 1063,1065 O O +keV 1066,1069 O O +range 1070,1075 O O +per 1076,1079 O O +year 1080,1084 O O +. 1084,1085 O O + +These 1086,1091 O O +numbers 1092,1099 O O +increase 1100,1108 O O +to 1109,1111 O O +210 1112,1115 O O +and 1116,1119 O O +55 1120,1122 O O +, 1122,1123 O O +respectively 1124,1136 O O +, 1136,1137 O O +in 1138,1140 O O +the 1141,1144 O O +case 1145,1149 O O +of 1150,1152 O O +a 1153,1154 O O +magnetic 1155,1163 O O +moment 1164,1170 O O +of 1171,1173 O O +5×10−11μB. 1174,1184 O O + + +-DOCSTART- (S0370269304007567) + +Each 0,4 O O +hit 5,8 O O +position 9,17 O O +inside 18,24 O O +the 25,28 O O +drift 29,34 O B-Material +chambers 35,43 O I-Material +was 44,47 O O +calculated 48,58 O O +from 59,63 O O +the 64,67 O O +drift 68,73 O O +time 74,78 O O +digitized 79,88 O O +by 89,91 O O +a 92,93 O O +flash 94,99 O B-Material +analog 100,106 O I-Material +- 106,107 O I-Material +to 107,109 O I-Material +- 109,110 O I-Material +digital 110,117 O I-Material +converter 118,127 O I-Material +. 127,128 O O + +The 129,132 O O +calculation 133,144 O O +was 145,148 O O +carried 149,156 O O +out 157,160 O O +based 161,166 O O +on 167,169 O O +a 170,171 O O +relation 172,180 O B-Process +between 181,188 O I-Process +the 189,192 O I-Process +hit 193,196 O I-Process +position 197,205 O I-Process +and 206,209 O I-Process +the 210,213 O I-Process +drift 214,219 O I-Process +time 220,224 O I-Process +( 225,226 O O +x 226,227 O B-Process +– 227,228 O I-Process +t 228,229 O I-Process +relation 230,238 O I-Process +) 238,239 O O +. 239,240 O O + +The 241,244 O O +x 245,246 O B-Process +– 246,247 O I-Process +t 247,248 O I-Process +relation 249,257 O I-Process +was 258,261 O O +precisely 262,271 O O +calculated 272,282 O O +by 283,285 O O +a 286,287 O O +drift 288,293 O B-Material +chamber 294,301 O I-Material +simulation 302,312 O I-Material +package 313,320 O I-Material +, 320,321 O O +GARFIELD 322,330 O B-Material +[ 331,332 O O +20 332,334 O O +] 334,335 O O +, 335,336 O O +and 337,340 O O +a 341,342 O O +gas 343,346 O B-Material +property 347,355 O I-Material +simulation 356,366 O I-Material +package 367,374 O I-Material +, 374,375 O O +MAGBOLTZ 376,384 O B-Material +[ 385,386 O O +21 386,388 O O +] 388,389 O O +. 389,390 O O + +Although 391,399 O O +the 400,403 O O +chambers 404,412 O B-Material +were 413,417 O O +constructed 418,429 O O +carefully 430,439 O O +with 440,444 O O +a 445,446 O O +tolerance 447,456 O O +of 457,459 O O +100 460,463 O O +μm 464,466 O O +, 466,467 O O +there 468,473 O O +was 474,477 O O +a 478,479 O O +small 480,485 O O +position 486,494 O O +deviation 495,504 O O +of 505,507 O O +wires 508,513 O O +and 514,517 O O +field 518,523 O O +- 523,524 O O +shaping 524,531 O O +patterns 532,540 O O +, 540,541 O O +which 542,547 O O +could 548,553 O O +locally 554,561 O O +modify 562,568 O O +the 569,572 O O +electric 573,581 O O +field 582,587 O O +. 587,588 O O + +In 589,591 O O +order 592,597 O O +to 598,600 O O +take 601,605 O O +account 606,613 O O +of 614,616 O O +the 617,620 O O +limited 621,628 O O +accuracy 629,637 O O +in 638,640 O O +the 641,644 O O +chamber 645,652 O O +manufacturing 653,666 O O +, 666,667 O O +a 668,669 O O +correction 670,680 O O +was 681,684 O O +commonly 685,693 O O +applied 694,701 O O +to 702,704 O O +the 705,708 O O +calculated 709,719 O O +x 720,721 O B-Process +– 721,722 O I-Process +t 722,723 O I-Process +relation 724,732 O I-Process +throughout 733,743 O O +the 744,747 O O +experiments 748,759 O O +. 759,760 O O + +The 761,764 O O +correction 765,775 O O +was 776,779 O O +obtained 780,788 O O +to 789,791 O O +minimize 792,800 O O +the 801,804 O O +χ2 805,807 O O +in 808,810 O O +the 811,814 O O +fitting 815,822 O O +of 823,825 O O +straight 826,834 O O +tracks 835,841 O O +of 842,844 O O +clean 845,850 O O +muon 851,855 O O +events 856,862 O O +observed 863,871 O O +on 872,874 O O +the 875,878 O O +ground 879,885 O O +without 886,893 O O +magnetic 894,902 O B-Process +field 903,908 O I-Process +. 908,909 O O + +The 910,913 O O +correction 914,924 O O +was 925,928 O O +as 929,931 O O +small 932,937 O O +as 938,940 O O +expected 941,949 O O +from 950,954 O O +the 955,958 O O +accuracy 959,967 O O +in 968,970 O O +the 971,974 O O +chamber 975,982 O B-Process +manufacturing 983,996 O I-Process +. 996,997 O O + +During 998,1004 O O +the 1005,1008 O O +observations 1009,1021 O O +, 1021,1022 O O +the 1023,1026 O O +x 1027,1028 O B-Process +– 1028,1029 O I-Process +t 1029,1030 O I-Process +relation 1031,1039 O I-Process +was 1040,1043 O O +affected 1044,1052 O O +by 1053,1055 O O +the 1056,1059 O O +variation 1060,1069 O O +in 1070,1072 O O +the 1073,1076 O O +pressure 1077,1085 O O +and 1086,1089 O O +temperature 1090,1101 O O +of 1102,1104 O O +the 1105,1108 O O +chamber 1109,1116 O B-Material +gas 1117,1120 O I-Material +. 1120,1121 O O + +In 1122,1124 O O +order 1125,1130 O O +to 1131,1133 O O +take 1134,1138 O O +account 1139,1146 O O +of 1147,1149 O O +these 1150,1155 O O +time 1156,1160 O O +- 1160,1161 O O +dependent 1161,1170 O O +variations 1171,1181 O O +, 1181,1182 O O +the 1183,1186 O O +x 1187,1188 O B-Process +– 1188,1189 O I-Process +t 1189,1190 O I-Process +relation 1191,1199 O I-Process +was 1200,1203 O O +calibrated 1204,1214 O O +for 1215,1218 O O +each 1219,1223 O O +data 1224,1228 O O +- 1228,1229 O O +taking 1229,1235 O O +run 1236,1239 O O +. 1239,1240 O O + +Especially 1241,1251 O O +in 1252,1254 O O +calibrating 1255,1266 O O +the 1267,1270 O O +x 1271,1272 O B-Process +– 1272,1273 O I-Process +t 1273,1274 O I-Process +relation 1275,1283 O I-Process +of 1284,1286 O O +ODCs 1287,1291 O B-Material +, 1291,1292 O O +an 1293,1295 O O +absolute 1296,1304 O O +reference 1305,1314 O O +positions 1315,1324 O O +were 1325,1329 O O +provided 1330,1338 O O +by 1339,1341 O O +SciFi 1342,1347 O O +, 1347,1348 O O +which 1349,1354 O O +are 1355,1358 O O +not 1359,1362 O O +affected 1363,1371 O O +by 1372,1374 O O +the 1375,1378 O O +variation 1379,1388 O O +in 1389,1391 O O +the 1392,1395 O O +pressure 1396,1404 O O +nor 1405,1408 O O +temperature 1409,1420 O O +. 1420,1421 O O + + +-DOCSTART- (S0370269304007816) + +We 0,2 O O +define 3,9 O B-Task +a 10,11 O I-Task +new 12,15 O I-Task +multispecies 16,28 O I-Task +model 29,34 O I-Task +of 35,37 O I-Task +Calogero 38,46 O I-Task +type 47,51 O I-Task +in 52,54 O I-Task +D 55,56 O I-Task +dimensions 57,67 O I-Task +with 68,72 O O +harmonic 73,81 O B-Process +, 81,82 O I-Process +two 83,86 O I-Process +- 86,87 O I-Process +body 87,91 O I-Process +and 92,95 O I-Process +three 96,101 O I-Process +- 101,102 O I-Process +body 102,106 O I-Process +interactions 107,119 O I-Process +. 119,120 O O + +Using 121,126 O O +the 127,130 O O +underlying 131,141 O O +conformal 142,151 O B-Process +SU(1,1 152,158 O I-Process +) 158,159 O I-Process +algebra 160,167 O I-Process +, 167,168 O O +we 169,171 O O +indicate 172,180 O O +how 181,184 O O +to 185,187 O O +find 188,192 O O +the 193,196 O O +complete 197,205 O O +set 206,209 O O +of 210,212 O O +the 213,216 O O +states 217,223 O O +in 224,226 O O +Bargmann 227,235 O O +– 235,236 O O +Fock 236,240 O O +space 241,246 O O +. 246,247 O O + +There 248,253 O O +are 254,257 O O +towers 258,264 O O +of 265,267 O O +states 268,274 O O +, 274,275 O O +with 276,280 O O +equidistant 281,292 O B-Process +energy 293,299 O I-Process +spectra 300,307 O I-Process +in 308,310 O O +each 311,315 O O +tower 316,321 O O +. 321,322 O O + +We 323,325 O O +explicitely 326,337 O O +construct 338,347 O B-Process +all 348,351 O I-Process +polynomial 352,362 O I-Process +eigenstates 363,374 O I-Process +, 374,375 O O +namely 376,382 O O +the 383,386 O O +center 387,393 O O +- 393,394 O O +of 394,396 O O +- 396,397 O O +mass 397,401 O O +states 402,408 O O +and 409,412 O O +global 413,419 O O +dilatation 420,430 O O +modes 431,436 O O +, 436,437 O O +and 438,441 O O +find 442,446 O B-Process +their 447,452 O I-Process +corresponding 453,466 O I-Process +eigenenergies 467,480 O I-Process +. 480,481 O O + +We 482,484 O O +also 485,489 O O +construct 490,499 O B-Process +ladder 500,506 O I-Process +operators 507,516 O I-Process +for 517,520 O O +these 521,526 O O +global 527,533 O O +collective 534,544 O O +states 545,551 O O +. 551,552 O O + +Analysing 553,562 O B-Task +corresponding 563,576 O I-Task +Fock 577,581 O I-Task +space 582,587 O I-Task +, 587,588 O O +we 589,591 O O +detect 592,598 O O +the 599,602 O O +universal 603,612 O O +critical 613,621 O O +point 622,627 O O +at 628,630 O O +which 631,636 O O +the 637,640 O O +model 641,646 O O +exhibits 647,655 O O +singular 656,664 O O +behavior 665,673 O O +. 673,674 O O + +The 675,678 O O +above 679,684 O O +results 685,692 O O +are 693,696 O O +universal 697,706 O O +for 707,710 O O +all 711,714 O O +systems 715,722 O O +with 723,727 O O +underlying 728,738 O O +conformal 739,748 O O +SU(1,1 749,755 O O +) 755,756 O O +symmetry 757,765 O O +. 765,766 O O + + +-DOCSTART- (S0370269304008421) + +The 0,3 O O +expression 4,14 O O +for 15,18 O O +Pc 19,21 O B-Material +is 22,24 O O +also 25,29 O O +easily 30,36 O O +found 37,42 O O +in 43,45 O O +the 46,49 O O +same 50,54 O O +basis 55,60 O O +, 60,61 O O +where 62,67 O O +it 68,70 O O +becomes 71,78 O O +apparent 79,87 O O +that 88,92 O O +the 93,96 O O +dynamics 97,105 O O +of 106,108 O O +conversion 109,119 O B-Process +in 120,122 O I-Process +matter 123,129 O I-Process +depends 130,137 O O +only 138,142 O O +on 143,145 O O +the 146,149 O O +relative 150,158 O B-Process +orientation 159,170 O I-Process +of 171,173 O I-Process +the 174,177 O I-Process +eigenstates 178,189 O I-Process +of 190,192 O O +the 193,196 O O +vacuum 197,203 O B-Process +and 204,207 O O +matter 208,214 O B-Process +Hamiltonians 215,227 O I-Process +. 227,228 O O + +This 229,233 O O +allows 234,240 O O +to 241,243 O O +directly 244,252 O O +apply 253,258 O O +the 259,262 O O +known 263,268 O O +analytical 269,279 O B-Process +solutions 280,289 O I-Process +for 290,293 O I-Process +Pc 294,296 O I-Process +, 296,297 O O +and 298,301 O O +, 301,302 O O +upon 303,307 O O +rotating 308,316 O O +back 317,321 O O +, 321,322 O O +obtain 323,329 O O +a 330,331 O O +generalization 332,346 O B-Process +of 347,349 O I-Process +these 350,355 O I-Process +results 356,363 O I-Process +to 364,366 O I-Process +the 367,370 O I-Process +NSI 371,374 O I-Process +case 375,379 O I-Process +. 379,380 O O + +For 381,384 O O +example 385,392 O O +, 392,393 O O +the 394,397 O O +answer 398,404 O O +for 405,408 O O +the 409,412 O O +infinite 413,421 O O +exponential 422,433 O O +profile 434,441 O O +[ 442,443 O O +18,19 443,448 O O +] 448,449 O O +A∝exp(−r 450,458 O O +/ 458,459 O O +r0 459,461 O O +) 461,462 O O +becomes 463,470 O O +Pc 471,473 O O += 473,474 O O +exp[γ(1−cos2θrel)/2]−1exp(γ)−1 474,504 O O +, 504,505 O O +where 506,511 O O +γ≡4πr0Δ=πr0Δm2/Eν. 512,530 O O +We 531,533 O O +further 534,541 O O +observe 542,549 O O +that 550,554 O O +since 555,560 O O +γ⪢1 561,564 O O +the 565,568 O O +adiabaticity 569,581 O B-Process +violation 582,591 O I-Process +occurs 592,598 O O +only 599,603 O O +when 604,608 O O +|θ−α|⪡1 609,616 O O +and 617,620 O O +φ≃π/2 621,626 O O +, 626,627 O O +which 628,633 O O +is 634,636 O O +the 637,640 O O +analogue 641,649 O O +of 650,652 O O +the 653,656 O O +small 657,662 O O +- 662,663 O O +angle 663,668 O O +MSW 669,672 O O +[ 673,674 O O +10,20 674,679 O O +] 679,680 O O +effect 681,687 O O +in 688,690 O O +the 691,694 O O +rotated 695,702 O O +basis 703,708 O O +. 708,709 O O + +The 710,713 O O +“ 714,715 O O +resonant 715,723 O O +” 723,724 O O +region 725,731 O O +in 732,734 O O +the 735,738 O O +Sun 739,742 O O +where 743,748 O O +level 749,754 O O +jumping 755,762 O O +can 763,766 O O +take 767,771 O O +place 772,777 O O +is 778,780 O O +narrow 781,787 O O +, 787,788 O O +defined 789,796 O O +by 797,799 O O +A≃Δ 800,803 O O +[ 804,805 O O +21 805,807 O O +] 807,808 O O +. 808,809 O O + +A 810,811 O O +neutrino 812,820 O B-Material +produced 821,829 O O +at 830,832 O O +a 833,834 O O +lower 835,840 O O +density 841,848 O O +evolves 849,856 O O +adiabatically 857,870 O O +, 870,871 O O +while 872,877 O O +a 878,879 O O +neutrino 880,888 O B-Material +produced 889,897 O O +at 898,900 O O +a 901,902 O O +higher 903,909 O O +density 910,917 O O +may 918,921 O O +undergo 922,929 O O +level 930,935 O O +crossing 936,944 O O +. 944,945 O O + +The 946,949 O O +probability 950,961 O O +Pc 962,964 O B-Material +in 965,967 O O +the 968,971 O O +latter 972,978 O O +case 979,983 O O +is 984,986 O O +given 987,992 O O +to 993,995 O O +a 996,997 O O +very 998,1002 O O +good 1003,1007 O O +accuracy 1008,1016 O O +by 1017,1019 O O +the 1020,1023 O O +formula 1024,1031 O O +for 1032,1035 O O +the 1036,1039 O O +linear 1040,1046 O O +profile 1047,1054 O O +, 1054,1055 O O +with 1056,1060 O O +an 1061,1063 O O +appropriate 1064,1075 O O +gradient 1076,1084 O O +taken 1085,1090 O O +along 1091,1096 O O +the 1097,1100 O O +neutrino 1101,1109 O B-Material +trajectory 1110,1120 O O +, 1120,1121 O O +( 1122,1123 O O +12)Pc≃Θ(A−Δ)e−γ(cos2θrel+1)/2 1123,1152 O O +, 1152,1153 O O +where 1154,1159 O O +Θ(x 1160,1163 O O +) 1163,1164 O O +is 1165,1167 O O +the 1168,1171 O O +step 1172,1176 O O +function 1177,1185 O O +, 1185,1186 O O +Θ(x)=1 1187,1193 O O +for 1194,1197 O O +x>0 1198,1201 O O +and 1202,1205 O O +Θ(x)=0 1206,1212 O O +otherwise 1213,1222 O O +. 1222,1223 O O + +We 1224,1226 O O +emphasize 1227,1236 O O +that 1237,1241 O O +our 1242,1245 O O +results 1246,1253 O O +differ 1254,1260 O O +from 1261,1265 O O +the 1266,1269 O O +similar 1270,1277 O O +ones 1278,1282 O O +given 1283,1288 O O +in 1289,1291 O O +[ 1292,1293 O O +5,22 1293,1297 O O +] 1297,1298 O O +in 1299,1301 O O +three 1302,1307 O O +important 1308,1317 O O +respects 1318,1326 O O +: 1326,1327 O O +( 1328,1329 O O +i 1329,1330 O O +) 1330,1331 O O +they 1332,1336 O O +are 1337,1340 O O +valid 1341,1346 O O +for 1347,1350 O O +all 1351,1354 O O +, 1354,1355 O O +not 1356,1359 O O +just 1360,1364 O O +small 1365,1370 O O +values 1371,1377 O O +of 1378,1380 O O +α 1381,1382 O O +( 1383,1384 O O +which 1384,1389 O O +is 1390,1392 O O +essential 1393,1402 O O +for 1403,1406 O O +our 1407,1410 O O +application 1411,1422 O O +) 1422,1423 O O +, 1423,1424 O O +( 1425,1426 O O +ii 1426,1428 O O +) 1428,1429 O O +they 1430,1434 O O +include 1435,1442 O O +the 1443,1446 O O +angle 1447,1452 O O +φ 1453,1454 O O +, 1454,1455 O O +and 1456,1459 O O +( 1460,1461 O O +iii 1461,1464 O O +) 1464,1465 O O +the 1466,1469 O O +argument 1470,1478 O O +of 1479,1481 O O +the 1482,1485 O O +Θ 1486,1487 O O +function 1488,1496 O O +does 1497,1501 O O +not 1502,1505 O O +contain 1506,1513 O O +cos2θ 1514,1519 O O +, 1519,1520 O O +as 1521,1523 O O +follows 1524,1531 O O +from 1532,1536 O O +[ 1537,1538 O O +21 1538,1540 O O +] 1540,1541 O O +. 1541,1542 O O + +We 1543,1545 O O +stress 1546,1552 O O +that 1553,1557 O O +for 1558,1561 O O +large 1562,1567 O O +values 1568,1574 O O +of 1575,1577 O O +α 1578,1579 O O +and 1580,1583 O O +φ≃π/2 1584,1589 O O + +adiabaticity 1590,1602 O O +is 1603,1605 O O +violated 1606,1614 O O +for 1615,1618 O O +large 1619,1624 O O +values 1625,1631 O O +of 1632,1634 O O +θ. 1635,1637 O O + + +-DOCSTART- (S0370269304008494) + +One 0,3 O O +major 4,9 O O +goal 10,14 O O +of 15,17 O O +current 18,25 O O +nuclear 26,33 O B-Task +physics 34,41 O I-Task +is 42,44 O O +the 45,48 O O +observation 49,60 O B-Task +of 61,63 O I-Task +at 64,66 O I-Task +least 67,72 O I-Task +partial 73,80 O I-Task +restoration 81,92 O I-Task +of 93,95 O I-Task +chiral 96,102 O I-Task +symmetry 103,111 O I-Task +. 111,112 O O + +Since 113,118 O O +the 119,122 O O +chiral 123,129 O B-Material +order 130,135 O I-Material +parameter 136,145 O I-Material +〈 146,147 O O +q̄q 147,150 O B-Material +〉 150,151 O O +is 152,154 O O +expected 155,163 O O +to 164,166 O O +decrease 167,175 O O +by 176,178 O O +about 179,184 O O +30 185,187 O O +% 187,188 O O +already 189,196 O O +at 197,199 O O +normal 200,206 O O +nuclear 207,214 O B-Material +matter 215,221 O I-Material +density 222,229 O O +[ 230,231 O O +1–4 231,234 O O +] 234,235 O O +, 235,236 O O +any 237,240 O O +in 241,243 O O +- 243,244 O O +medium 244,250 O O +change 251,257 O O +due 258,261 O O +to 262,264 O O +the 265,268 O O +dropping 269,277 O O +quark 278,283 O B-Material +condensate 284,294 O I-Material +should 295,301 O O +in 302,304 O O +principle 305,314 O O +be 315,317 O O +observable 318,328 O O +in 329,331 O O +photonuclear 332,344 O B-Process +reactions 345,354 O I-Process +. 354,355 O O + +The 356,359 O O +conjecture 360,370 O O +that 371,375 O O +such 376,380 O O +a 381,382 O O +partial 383,390 O B-Process +restoration 391,402 O I-Process +of 403,405 O I-Process +chiral 406,412 O I-Process +symmetry 413,421 O I-Process +causes 422,428 O O +a 429,430 O O +softening 431,440 O O +and 441,444 O O +narrowing 445,454 O O +of 455,457 O O +the 458,461 O O +σ 462,463 O B-Material +meson 464,469 O I-Material +as 470,472 O O +the 473,476 O O +chiral 477,483 O B-Material +partner 484,491 O I-Material +of 492,494 O O +the 495,498 O O +pion 499,503 O B-Material +in 504,506 O O +the 507,510 O O +nuclear 511,518 O B-Material +medium 519,525 O I-Material +[ 526,527 O O +5,6 527,530 O O +] 530,531 O O +has 532,535 O O +led 536,539 O O +to 540,542 O O +the 543,546 O O +idea 547,551 O O +of 552,554 O O +measuring 555,564 O B-Process +the 565,568 O I-Process +π0π0 569,573 O I-Process +invariant 574,583 O I-Process +mass 584,588 O I-Process +distribution 589,601 O I-Process +near 602,606 O O +the 607,610 O O +2π 611,613 O O +threshold 614,623 O O +in 624,626 O O +photon 627,633 O B-Process +induced 634,641 O I-Process +reactions 642,651 O I-Process +on 652,654 O O +nuclei 655,661 O B-Material +[ 662,663 O O +7 663,664 O O +] 664,665 O O +. 665,666 O O + +In 667,669 O O +contrast 670,678 O O +to 679,681 O O +its 682,685 O O +questionable 686,698 O O +nature 699,705 O O +as 706,708 O O +a 709,710 O O +proper 711,717 O O +quasiparticle 718,731 O B-Material +in 732,734 O O +vacuum 735,741 O O +, 741,742 O O +the 743,746 O O +σ 747,748 O B-Material +meson 749,754 O I-Material +might 755,760 O O +develop 761,768 O O +a 769,770 O O +much 771,775 O O +narrower 776,784 O O +peak 785,789 O O +at 790,792 O O +finite 793,799 O O +baryon 800,806 O O +density 807,814 O O +due 815,818 O O +to 819,821 O O +phase 822,827 O O +- 827,828 O O +space 828,833 O O +suppression 834,845 O O +for 846,849 O O +the 850,853 O O +σ→ππ 854,858 O B-Process +decay 859,864 O I-Process +, 864,865 O O +hence 866,871 O O +making 872,878 O O +it 879,881 O O +possible 882,890 O O +to 891,893 O O +explore 894,901 O O +its 902,905 O O +properties 906,916 O O +when 917,921 O O +embedded 922,930 O O +in 931,933 O O +a 934,935 O O +nuclear 936,943 O B-Process +many 944,948 O I-Process +- 948,949 O I-Process +body 949,953 O I-Process +system 954,960 O I-Process +[ 961,962 O O +8–11 962,966 O O +] 966,967 O O +. 967,968 O O + +Measuring 969,978 O B-Process +a 979,980 O I-Process +threshold 981,990 O I-Process +enhancement 991,1002 O I-Process +of 1003,1005 O I-Process +the 1006,1009 O I-Process +π0π0 1010,1014 O I-Process +invariant 1015,1024 O I-Process +mass 1025,1029 O I-Process +spectrum 1030,1038 O I-Process +might 1039,1044 O O +serve 1045,1050 O O +as 1051,1053 O O +a 1054,1055 O O +signal 1056,1062 O O +for 1063,1066 O O +the 1067,1070 O O +partial 1071,1078 O B-Task +restoration 1079,1090 O I-Task +of 1091,1093 O I-Task +chiral 1094,1100 O I-Task +symmetry 1101,1109 O I-Task +inside 1110,1116 O O +nuclei 1117,1123 O B-Material +and 1124,1127 O O +, 1127,1128 O O +therefore 1129,1138 O O +, 1138,1139 O O +give 1140,1144 O O +information 1145,1156 O O +about 1157,1162 O O +one 1163,1166 O O +of 1167,1169 O O +the 1170,1173 O O +most 1174,1178 O O +fundamental 1179,1190 O O +features 1191,1199 O O +of 1200,1202 O O +QCD 1203,1206 O B-Material +. 1206,1207 O O + + +-DOCSTART- (S0370269304009293) + +An 0,2 O O +OPE 3,6 O B-Material +of 7,9 O O +VQCD(r 10,16 O B-Material +) 16,17 O I-Material +was 18,21 O O +developed 22,31 O O +in 32,34 O O +[ 35,36 O O +3 36,37 O O +] 37,38 O O +. 38,39 O O + +In 40,42 O O +this 43,47 O O +and 48,51 O O +the 52,55 O O +next 56,60 O O +paragraph 61,70 O O +, 70,71 O O +we 72,74 O O +review 75,81 O O +the 82,85 O O +content 86,93 O O +of 94,96 O O +that 97,101 O O +paper 102,107 O O +relevant 108,116 O O +to 117,119 O O +our 120,123 O O +analysis 124,132 O O +. 132,133 O O + +Within 134,140 O O +this 141,145 O O +framework 146,155 O O +, 155,156 O O +short 157,162 O O +- 162,163 O O +distance 163,171 O O +contributions 172,185 O O +are 186,189 O O +contained 190,199 O O +in 200,202 O O +the 203,206 O O +potentials 207,217 O O +, 217,218 O O +which 219,224 O O +are 225,228 O O +in 229,231 O O +fact 232,236 O O +the 237,240 O O +Wilson 241,247 O O +coefficients 248,260 O O +, 260,261 O O +while 262,267 O O +non 268,271 O O +- 271,272 O O +perturbative 272,284 O O +contributions 285,298 O O +are 299,302 O O +contained 303,312 O O +in 313,315 O O +the 316,319 O O +matrix 320,326 O O +elements 327,335 O O +that 336,340 O O +are 341,344 O O +organized 345,354 O O +in 355,357 O O +multipole 358,367 O B-Process +expansion 368,377 O I-Process +in 378,380 O O +r→ 381,383 O O +at 384,386 O O +r≪ΛQCD−1 387,395 O O +. 395,396 O O + +The 397,400 O O +following 401,410 O O +relation 411,419 O O +was 420,423 O O +derived 424,431 O O +: 431,432 O O +( 433,434 O O +16)VQCD(r)=VS(r)+δEUS(r),(17)δEUS=−ig2TFNC∫0∞dte−iΔV(r)t×〈r→⋅E→a(t)φadj(t,0)abr→⋅E→b(0)〉+O(r3 434,527 O O +) 527,528 O O +. 528,529 O O + +VS(r 530,534 O O +) 534,535 O O +denotes 536,543 O O +the 544,547 O O +singlet 548,555 O O +potential 556,565 O O +. 565,566 O O + +δEUS(r 567,573 O O +) 573,574 O O +denotes 575,582 O O +the 583,586 O O +non 587,590 O O +- 590,591 O O +perturbative 591,603 O O +contribution 604,616 O O +to 617,619 O O +the 620,623 O O +QCD 624,627 O B-Material +potential 628,637 O I-Material +, 637,638 O O +which 639,644 O O +starts 645,651 O O +at 652,654 O O +O(ΛQCD3r2 655,664 O O +) 664,665 O O +in 666,668 O O +the 669,672 O O +multipole 673,682 O B-Process +expansion 683,692 O I-Process +. 692,693 O O + +ΔV(r)=VO(r)−VS(r 694,710 O O +) 710,711 O O +denotes 712,719 O O +the 720,723 O O +difference 724,734 O O +between 735,742 O O +the 743,746 O O +octet 747,752 O O +and 753,756 O O +singlet 757,764 O O +potentials 765,775 O O +; 775,776 O O +see 777,780 O O +[ 781,782 O O +3 782,783 O O +] 783,784 O O +for 785,788 O O +details 789,796 O O +. 796,797 O O + +Intuitively 798,809 O O +VS(r 810,814 O O +) 814,815 O O +corresponds 816,827 O O +to 828,830 O O +VUV(r;μf 831,839 O O +) 839,840 O O +and 841,844 O O +δEUS(r 845,851 O O +) 851,852 O O +to 853,855 O O +VIR(r;μf 856,864 O O +) 864,865 O O +. 865,866 O O + +We 867,869 O O +adopt 870,875 O O +dimensional 876,887 O B-Process +regularization 888,902 O I-Process +in 903,905 O O +our 906,909 O O +analysis 910,918 O O +; 918,919 O O +we 920,922 O O +also 923,927 O O +refer 928,933 O O +to 934,936 O O +hard 937,941 O B-Process +cutoff 942,948 O I-Process +schemes 949,956 O I-Process +when 957,961 O O +discussing 962,972 O O +conceptual 973,983 O O +aspects 984,991 O O +. 991,992 O O + + +-DOCSTART- (S0370269304012638) + +It 0,2 O O +has 3,6 O O +recently 7,15 O O +been 16,20 O O +demonstrated 21,33 O O +[ 34,35 O O +15 35,37 O O +] 37,38 O O +( 39,40 O O +see 40,43 O O +also 44,48 O O +[ 49,50 O O +13 50,52 O O +] 52,53 O O +and 54,57 O O +references 58,68 O O +therein 69,76 O O +) 76,77 O O +that 78,82 O O +for 83,86 O O +a 87,88 O O +self 89,93 O O +- 93,94 O O +dual 94,98 O O +background 99,109 O O +the 110,113 O O +two 114,117 O B-Process +- 117,118 O I-Process +loop 118,122 O I-Process +QED 123,126 O I-Process +effective 127,136 O I-Process +action 137,143 O I-Process +takes 144,149 O O +a 150,151 O O +remarkably 152,162 O O +simple 163,169 O O +form 170,174 O O +that 175,179 O O +is 180,182 O O +very 183,187 O O +similar 188,195 O O +to 196,198 O O +the 199,202 O O +one 203,206 O B-Process +- 206,207 O I-Process +loop 207,211 O I-Process +action 212,218 O I-Process +in 219,221 O O +the 222,225 O O +same 226,230 O O +background 231,241 O O +. 241,242 O O + +There 243,248 O O +are 249,252 O O +expectations 253,265 O O +that 266,270 O O +this 271,275 O O +similarity 276,286 O O +persists 287,295 O O +at 296,298 O O +higher 299,305 O B-Process +loops 306,311 O I-Process +, 311,312 O O +and 313,316 O O +therefore 317,326 O O +there 327,332 O O +should 333,339 O O +be 340,342 O O +some 343,347 O O +remarkable 348,358 O O +structure 359,368 O O +encoded 369,376 O O +in 377,379 O O +the 380,383 O O +all 384,387 O B-Process +- 387,388 O I-Process +loop 388,392 O I-Process +effective 393,402 O I-Process +action 403,409 O I-Process +for 410,413 O O +gauge 414,419 O O +theories 420,428 O O +. 428,429 O O + +In 430,432 O O +the 433,436 O O +supersymmetric 437,451 O O +case 452,456 O O +, 456,457 O O +one 458,461 O O +has 462,465 O O +to 466,468 O O +replace 469,476 O O +the 477,480 O O +requirement 481,492 O O +of 493,495 O O +self 496,500 O O +- 500,501 O O +duality 501,508 O O +by 509,511 O O +that 512,516 O O +of 517,519 O O +relaxed 520,527 O O +super 528,533 O O +self 534,538 O O +- 538,539 O O +duality 539,546 O O +[ 547,548 O O +16 548,550 O O +] 550,551 O O +in 552,554 O O +order 555,560 O O +to 561,563 O O +arrive 564,570 O O +at 571,573 O O +conclusions 574,585 O O +similar 586,593 O O +to 594,596 O O +those 597,602 O O +given 603,608 O O +in 609,611 O O +[ 612,613 O O +15 613,615 O O +] 615,616 O O +. 616,617 O O + +Further 618,625 O O +progress 626,634 O O +in 635,637 O O +this 638,642 O O +direction 643,652 O O +may 653,656 O O +be 657,659 O O +achieved 660,668 O O +through 669,676 O O +the 677,680 O O +analysis 681,689 O B-Task +of 690,692 O I-Task +N=2 693,696 O I-Task +covariant 697,706 O I-Task +supergraphs 707,718 O I-Task +. 718,719 O O + +Finally 720,727 O O +, 727,728 O O +we 729,731 O O +believe 732,739 O O +that 740,744 O O +the 745,748 O O +results 749,756 O O +of 757,759 O O +this 760,764 O O +Letter 765,771 O O +may 772,775 O O +be 776,778 O O +helpful 779,786 O O +in 787,789 O O +the 790,793 O O +context 794,801 O O +of 802,804 O O +the 805,808 O O +conjectured 809,820 O O +correspondence 821,835 O O +[ 836,837 O O +17–19 837,842 O O +] 842,843 O O +between 844,851 O O +the 852,855 O O +D3-brane 856,864 O B-Process +action 865,871 O I-Process +in 872,874 O O +AdS5×S5 875,882 O B-Material +and 883,886 O O +the 887,890 O O +low 891,894 O O +- 894,895 O O +energy 895,901 O O +action 902,908 O O +for 909,912 O O +N=4 913,916 O O +SU(N 917,921 O O + +) 921,922 O O +SYM 923,926 O O +on 927,929 O O +its 930,933 O O +Coulomb 934,941 O B-Material +branch 942,948 O I-Material +, 948,949 O O +with 950,954 O O +the 955,958 O O +gauge 959,964 O B-Material +group 965,970 O I-Material +SU(N 971,975 O B-Material +) 975,976 O I-Material +spontaneously 977,990 O O +broken 991,997 O O +to 998,1000 O O +SU(N−1)×U(1 1001,1012 O B-Material +) 1012,1013 O I-Material +. 1013,1014 O O + +There 1015,1020 O O +have 1021,1025 O O +appeared 1026,1034 O O +two 1035,1038 O O +independent 1039,1050 O O +F6 1051,1053 O B-Task +tests 1054,1059 O I-Task +of 1060,1062 O I-Task +this 1063,1067 O I-Task +conjecture 1068,1078 O I-Task +[ 1079,1080 O O +19,20 1080,1085 O O +] 1085,1086 O O +, 1086,1087 O O +with 1088,1092 O O +conflicting 1093,1104 O O +conclusions 1105,1116 O O +. 1116,1117 O O + +The 1118,1121 O O +approach 1122,1130 O O +advocated 1131,1140 O O +here 1141,1145 O O +provides 1146,1154 O O +the 1155,1158 O O +opportunity 1159,1170 O O +for 1171,1174 O O +a 1175,1176 O O +further 1177,1184 O O +test 1185,1189 O O +. 1189,1190 O O + + +-DOCSTART- (S037877531001949X) + +The 0,3 O O +Substrate 4,13 O B-Task +Induced 14,21 O I-Task +Coagulation 22,33 O I-Task +( 34,35 O O +SIC 35,38 O B-Task +) 38,39 O O +coating 40,47 O B-Process +process 48,55 O O +provides 56,64 O O +a 65,66 O O +self 67,71 O O +assembled 72,81 O O +and 82,85 O O +almost 86,92 O O +binder 93,99 O O +free 100,104 O O +coating 105,112 O B-Process +with 113,117 O O +small 118,123 O O +particles 124,133 O O +. 133,134 O O + +Most 135,139 O O +research 140,148 O O +so 149,151 O O +far 152,155 O O +has 156,159 O O +been 160,164 O O +used 165,169 O O +to 170,172 O O +coat 173,177 O O +a 178,179 O O +variety 180,187 O O +of 188,190 O O +surfaces 191,199 O O +with 200,204 O O +highly 205,211 O O +conductive 212,222 O O +carbon 223,229 O B-Material +blacks 230,236 O I-Material +[ 237,238 O O +34,35,36 238,246 O O +] 246,247 O O +. 247,248 O O + +Layers 249,255 O O +deposited 256,265 O O +by 266,268 O O +this 269,273 O O +technique 274,283 O O +have 284,288 O O +been 289,293 O O +used 294,298 O O +in 299,301 O O +electromagnetic 302,317 O B-Process +wave 318,322 O I-Process +shielding 323,332 O I-Process +, 332,333 O O +in 334,336 O O +the 337,340 O O +metallization 341,354 O B-Process +process 355,362 O O +of 363,365 O O +through 366,373 O O +- 373,374 O O +holes 374,379 O O +in 380,382 O O +printed 383,390 O B-Material +wiring 391,397 O I-Material +boards 398,404 O I-Material +, 404,405 O O +and 406,409 O O +in 410,412 O O +the 413,416 O O +manufacture 417,428 O O +of 429,431 O O +conducting 432,442 O B-Material +polymers 443,451 O I-Material +( 452,453 O O +such 453,457 O O +as 458,460 O O +Teflon 461,467 O B-Material +) 467,468 O O +[ 469,470 O O +37,38,39 470,478 O O +] 478,479 O O +. 479,480 O O + +An 481,483 O O +advantage 484,493 O O +of 494,496 O O +this 497,501 O O +dip 502,505 O B-Process +- 505,506 O I-Process +coating 506,513 O I-Process +process 514,521 O O +is 522,524 O O +that 525,529 O O +it 530,532 O O +can 533,536 O O +be 537,539 O O +used 540,544 O O +for 545,548 O O +any 549,552 O O +kind 553,557 O O +of 558,560 O O +surface 561,568 O O +, 568,569 O O +provided 570,578 O O +the 579,582 O O +substrate 583,592 O O +is 593,595 O O +stable 596,602 O O +in 603,605 O O +water 606,611 O O +and 612,615 O O +that 616,620 O O +the 621,624 O O +particles 625,634 O O +used 635,639 O O +for 640,643 O O +the 644,647 O O +coating 648,655 O O +form 656,660 O O +a 661,662 O O +meta 663,667 O B-Process +- 667,668 O I-Process +stable 668,674 O I-Process +dispersion 675,685 O I-Process +. 685,686 O O + +Recently 687,695 O O +, 695,696 O O +a 697,698 O O +non 699,702 O O +- 702,703 O O +aqueous 703,710 O O +SIC 711,714 O B-Process +coating 715,722 O I-Process +process 723,730 O O +of 731,733 O O +carbon 734,740 O B-Material +black 741,746 O I-Material +was 747,750 O O +developed 751,760 O O +by 761,763 O O +investigating 764,777 O O +the 778,781 O O +stabilities 782,793 O O +of 794,796 O O +non 797,800 O O +- 800,801 O O +aqueous 801,808 O O +dispersions 809,820 O O +[ 821,822 O O +36 822,824 O O +] 824,825 O O +. 825,826 O O + +These 827,832 O O +dispersions 833,844 O O +were 845,849 O O +used 850,854 O O +to 855,857 O O +prepare 858,865 O O +LiCoO2-composite 866,882 O B-Process +electrodes 883,893 O I-Process +for 894,897 O O +Li 898,900 O B-Process +- 900,901 O I-Process +ion 901,904 O I-Process +batteries 905,914 O I-Process +with 915,919 O O +an 920,922 O O +improved 923,931 O O +conductivity 932,944 O O +while 945,950 O O +keeping 951,958 O O +the 959,962 O O +content 963,970 O O +of 971,973 O O +active 974,980 O O +battery 981,988 O O +material 989,997 O O +high 998,1002 O O +[ 1003,1004 O O +35 1004,1006 O O +] 1006,1007 O O +. 1007,1008 O O + + +-DOCSTART- (S0885230816301759) + +This 0,4 O O +paper 5,10 O O +proposes 11,19 O O +a 20,21 O O +sentence 22,30 O B-Process +stress 31,37 O I-Process +feedback 38,46 O I-Process +system 47,53 O I-Process +in 54,56 O O +which 57,62 O O +sentence 63,71 O O +stress 72,78 O O +prediction 79,89 O O +, 89,90 O O +detection 91,100 O O +, 100,101 O O +and 102,105 O O +feedback 106,114 O O +provision 115,124 O O +models 125,131 O O +are 132,135 O O +combined 136,144 O O +. 144,145 O O + +This 146,150 O O +system 151,157 O O +provides 158,166 O B-Task +non 167,170 O I-Task +- 170,171 O I-Task +native 171,177 O I-Task +learners 178,186 O I-Task +with 187,191 O I-Task +feedback 192,200 O I-Task +on 201,203 O I-Task +sentence 204,212 O I-Task +stress 213,219 O I-Task +errors 220,226 O I-Task +so 227,229 O O +that 230,234 O O +they 235,239 O O +can 240,243 O O +improve 244,251 O O +their 252,257 O O +English 258,265 O O +rhythm 266,272 O O +and 273,276 O O +fluency 277,284 O O +in 285,287 O O +a 288,289 O O +self 290,294 O O +- 294,295 O O +study 295,300 O O +setting 301,308 O O +. 308,309 O O + +The 310,313 O O +sentence 314,322 O O +stress 323,329 O O +feedback 330,338 O O +system 339,345 O O +was 346,349 O O +devised 350,357 O O +to 358,360 O O +predict 361,368 O B-Task +and 369,372 O I-Task +detect 373,379 O I-Task +the 380,383 O I-Task +sentence 384,392 O I-Task +stress 393,399 O I-Task +of 400,402 O O +any 403,406 O O +practice 407,415 O O +sentence 416,424 O O +. 424,425 O O + +The 426,429 O O +accuracy 430,438 O O +of 439,441 O O +the 442,445 O O +prediction 446,456 O B-Process +and 457,460 O I-Process +detection 461,470 O I-Process +models 471,477 O I-Process +was 478,481 O O +96.6 482,486 O O +% 486,487 O O +and 488,491 O O +84.1 492,496 O O +% 496,497 O O +, 497,498 O O +respectively 499,511 O O +. 511,512 O O + +The 513,516 O O +stress 517,523 O B-Process +feedback 524,532 O I-Process +provision 533,542 O I-Process +model 543,548 O I-Process +offers 549,555 O O +positive 556,564 O O +or 565,567 O O +negative 568,576 O O +stress 577,583 O O +feedback 584,592 O O +for 593,596 O O +each 597,601 O O +spoken 602,608 O O +word 609,613 O O +by 614,616 O O +comparing 617,626 O O +the 627,630 O O +probability 631,642 O O +of 643,645 O O +the 646,649 O O +predicted 650,659 O O +stress 660,666 O O +pattern 667,674 O O +with 675,679 O O +that 680,684 O O +of 685,687 O O +the 688,691 O O +detected 692,700 O O +stress 701,707 O O +pattern 708,715 O O +. 715,716 O O + +In 717,719 O O +an 720,722 O O +experiment 723,733 O O +that 734,738 O O +evaluated 739,748 O O +the 749,752 O O +educational 753,764 O O +effect 765,771 O O +of 772,774 O O +the 775,778 O O +proposed 779,787 O O +system 788,794 O O +incorporated 795,807 O O +in 808,810 O O +our 811,814 O O +CALL 815,819 O B-Material +system 820,826 O I-Material +, 826,827 O O +significant 828,839 O O +improvements 840,852 O O +in 853,855 O O +accentedness 856,868 O O +and 869,872 O O +rhythm 873,879 O O +were 880,884 O O +seen 885,889 O O +with 890,894 O O +the 895,898 O O +students 899,907 O O +who 908,911 O O +trained 912,919 O O +with 920,924 O O +our 925,928 O O +system 929,935 O O +but 936,939 O O +not 940,943 O O +with 944,948 O O +those 949,954 O O +in 955,957 O O +the 958,961 O O +control 962,969 O O +group 970,975 O O +. 975,976 O O + + +-DOCSTART- (S092583881302834X) + +Plastically 0,11 O O +deformed 12,20 O O +MGs 21,24 O B-Material +develop 25,32 O O +inhomogeneity 33,46 O O +and 47,50 O O +show 51,55 O O +harder 56,62 O O +and 63,66 O O +softer 67,73 O O +regions 74,81 O O +[ 82,83 O O +16 83,85 O O +] 85,86 O O +. 86,87 O O + +While 88,93 O O +this 94,98 O O +could 99,104 O O +in 105,107 O O +principle 108,117 O O +be 118,120 O O +associated 121,131 O O +with 132,136 O O +a 137,138 O O +BE 139,141 O O +according 142,151 O O +to 152,154 O O +the 155,158 O O +composite 159,168 O O +model 169,174 O O +, 174,175 O O +a 176,177 O O +MG 178,180 O B-Material +provides 181,189 O O +no 190,192 O O +basis 193,198 O O +for 199,202 O O +a 203,204 O O +dislocation 205,216 O O +- 216,217 O O +based 217,222 O O +theory 223,229 O O +. 229,230 O O + +The 231,234 O O +search 235,241 O B-Task +for 242,245 O I-Task +a 246,247 O I-Task +BE 248,250 O I-Task +in 251,253 O I-Task +plastic 254,261 O I-Task +flow 262,266 O I-Task +is 267,269 O O +hindered 270,278 O O +by 279,281 O O +the 282,285 O O +softening 286,295 O O +of 296,298 O O +MGs 299,302 O B-Material +associated 303,313 O O +with 314,318 O O +shear 319,324 O B-Process +- 324,325 O I-Process +banding 325,332 O I-Process +( 333,334 O O +in 334,336 O O +contrast 337,345 O O +to 346,348 O O +the 349,352 O O +work 353,357 O O +- 357,358 O O +hardening 358,367 O O +familiar 368,376 O O +in 377,379 O O +conventional 380,392 O O +alloys 393,399 O O +) 399,400 O O +. 400,401 O O + +Anelastic 402,411 O B-Process +deformation 412,423 O I-Process +is 424,426 O O +, 426,427 O O +however 428,435 O O +, 435,436 O O +of 437,439 O O +interest 440,448 O O +as 449,451 O O +its 452,455 O O +time 456,460 O O +- 460,461 O O +dependence 461,471 O O +must 472,476 O O +relate 477,483 O O +to 484,486 O O +relaxation 487,497 O O +processes 498,507 O O +in 508,510 O O +the 511,514 O O +MG 515,517 O O +structure 518,527 O O +that 528,532 O O +in 533,535 O O +turn 536,540 O O +should 541,547 O O +be 548,550 O O +connected 551,560 O O +to 561,563 O O +the 564,567 O O +onset 568,573 O O +of 574,576 O O +plasticity 577,587 O O +. 587,588 O O + +In 589,591 O O +particular 592,602 O O +, 602,603 O O +anelasticity 604,616 O O +may 617,620 O O +offer 621,626 O O +a 627,628 O O +way 629,632 O O +to 633,635 O O +study 636,641 O O +the 642,645 O O +operation 646,655 O O +of 656,658 O O +the 659,662 O O +shear 663,668 O B-Process +transformation 669,683 O I-Process +zones 684,689 O I-Process +( 690,691 O O +STZs 691,695 O B-Process +[ 696,697 O O +17 697,699 O O +] 699,700 O O +) 700,701 O O +often 702,707 O O +used 708,712 O O +to 713,715 O O +interpret 716,725 O O +the 726,729 O O +deformation 730,741 O O +of 742,744 O O +MGs 745,748 O B-Material +. 748,749 O O + +Fujita 750,756 O O +et 757,759 O O +al 760,762 O O +. 762,763 O O + +have 764,768 O O +used 769,773 O O +torsion 774,781 O O +tests 782,787 O O +to 788,790 O O +observe 791,798 O B-Task +anelasticity 799,811 O I-Task +in 812,814 O I-Task +MGs 815,818 O I-Task +loaded 819,825 O O +( 826,827 O O +at 827,829 O O +maximum 830,837 O O +, 837,838 O O +on 839,841 O O +the 842,845 O O +cylindrical 846,857 O O +sample 858,864 O O +surface 865,872 O O +) 872,873 O O +to 874,876 O O +30 877,879 O O +% 879,880 O O +, 880,881 O O +16 882,884 O O +% 884,885 O O +and 886,889 O O +just 890,894 O O +4 895,896 O O +% 896,897 O O +of 898,900 O O +the 901,904 O O +shear 905,910 O O +yield 911,916 O O + +stress 917,923 O O +τy 924,926 O O +[ 927,928 O O +18 928,930 O O +] 930,931 O O +. 931,932 O O + +In 933,935 O O +the 936,939 O O +present 940,947 O O +work 948,952 O O +we 953,955 O O +apply 956,961 O O +torsion 962,969 O O +to 970,972 O O +MG 973,975 O B-Material +samples 976,983 O O +to 984,986 O O +reach 987,992 O O +stresses 993,1001 O O +up 1002,1004 O O +to 1005,1007 O O +24 1008,1010 O O +% 1010,1011 O O +of 1012,1014 O O +τy 1015,1017 O O +, 1017,1018 O O +and 1019,1022 O O +for 1023,1026 O O +the 1027,1030 O O +first 1031,1036 O O +time 1037,1041 O O +in 1042,1044 O O +the 1045,1048 O O +elastic 1049,1056 O O +regime 1057,1063 O O +investigate 1064,1075 O B-Task +the 1076,1079 O I-Task +effects 1080,1087 O I-Task +of 1088,1090 O I-Task +torque 1091,1097 O I-Task +reversal 1098,1106 O I-Task +. 1106,1107 O I-Task + + +-DOCSTART- (S0925838814009669) + +SPS 0,3 O B-Material +has 4,7 O O +been 8,12 O O +utilized 13,21 O O +in 22,24 O O +several 25,32 O O +studies 33,40 O O +to 41,43 O O +retain 44,50 O B-Process +the 51,54 O I-Process +nanostructure 55,68 O I-Process +of 69,71 O I-Process +aluminum 72,80 O I-Process +alloy 81,86 O I-Process +powders 87,94 O I-Process +during 95,101 O I-Process +consolidation 102,115 O I-Process +. 115,116 O O + +Ye 117,119 O O +et 120,122 O O +al 123,125 O O +. 125,126 O O +investigated 127,139 O B-Task +the 140,143 O I-Task +effect 144,150 O I-Task +of 151,153 O I-Task +processing 154,164 O I-Task +of 165,167 O I-Task +cryomilled 168,178 O I-Task +Al 179,181 O I-Task +5083 182,186 O I-Task +powder 187,193 O I-Task +via 194,197 O O +SPS 198,201 O B-Process +[ 202,203 O O +13 203,205 O O +] 205,206 O O +. 206,207 O O + +X 208,209 O B-Process +- 209,210 O I-Process +ray 210,213 O I-Process +Diffraction 214,225 O I-Process +( 226,227 O I-Process +XRD 227,230 O I-Process +) 230,231 O I-Process +grain 232,237 O I-Process +size 238,242 O I-Process +calculations 243,255 O I-Process +before 256,262 O O +and 263,266 O O +after 267,272 O O +SPS 273,276 O B-Process +showed 277,283 O O +that 284,288 O O +the 289,292 O O +average 293,300 O O +grain 301,306 O O +size 307,311 O O +of 312,314 O O +the 315,318 O O +alloy 319,324 O B-Material +only 325,329 O O +increased 330,339 O O +from 340,344 O O +25 345,347 O O +nm 347,349 O O +to 350,352 O O +50 353,355 O O +nm 355,357 O O +( 358,359 O O +from 359,363 O O +powder 364,370 O O +to 371,373 O O +bulk 374,378 O O +state 379,384 O O +) 384,385 O O +. 385,386 O O + +Subsequently 387,399 O O +, 399,400 O O +the 401,404 O O +hardness 405,413 O O +values 414,420 O O +obtained 421,429 O O +through 430,437 O O +nanoindentation 438,453 O B-Process +for 454,457 O O +specimens 458,467 O O +of 468,470 O O +AA5083 471,477 O B-Material +produced 478,486 O O +via 487,490 O O +SPS 491,494 O B-Material +were 495,499 O O +highly 500,506 O O +improved 507,515 O O +in 516,518 O O +comparison 519,529 O O +to 530,532 O O +conventional 533,545 O O +sintering 546,555 O O +methods 556,563 O O +were 564,568 O O +grain 569,574 O O +coarsening 575,585 O O +takes 586,591 O O +place 592,597 O O +on 598,600 O O +a 601,602 O O +larger 603,609 O O +scale 610,615 O O +. 615,616 O O + +In 617,619 O O +another 620,627 O O +study 628,633 O O +the 634,637 O O +combination 638,649 O B-Process +of 650,652 O I-Process +cryomilling 653,664 O I-Process +and 665,668 O I-Process +SPS 669,672 O I-Process +of 673,675 O I-Process +AA-5356/B4C 676,687 O I-Process +nanocomposites 688,702 O I-Process +powder 703,709 O I-Process +was 710,713 O O +found 714,719 O O +to 720,722 O O +largely 723,730 O O +improve 731,738 O O +the 739,742 O O +microhardness 743,756 O O +and 757,760 O O +flexural 761,769 O O +strengths 770,779 O O +of 780,782 O O +the 783,786 O O +bulk 787,791 O B-Material +nanocomposite 792,805 O I-Material +. 805,806 O O + +Rana 807,811 O O +et 812,814 O O +al 815,817 O O +. 817,818 O O + +[ 819,820 O O +14 820,822 O O +] 822,823 O O +investigated 824,836 O O +the 837,840 O O +effect 841,847 O O +of 848,850 O O +SPS 851,854 O O +on 855,857 O O +mechanically 858,870 O O +milled 871,877 O O +AA6061 878,884 O O + +( 885,886 O O +Al 886,888 O O +– 888,889 O O + +Mg 889,891 O O +– 891,892 O O +Si 892,894 O O +) 894,895 O O +micro 896,901 O O +- 901,902 O O +alloy 902,907 O O +powder 908,914 O O +. 914,915 O O + +The 916,919 O O +average 920,927 O O +grain 928,933 O O +size 934,938 O O +after 939,944 O O +20h 945,948 O O +of 949,951 O O +milling 952,959 O O +was 960,963 O O +∼35 964,967 O O +nm 967,969 O O +and 970,973 O O +increased 974,983 O O +to 984,986 O O +only 987,991 O O +∼85 992,995 O O +nm 995,997 O O +after 998,1003 O O +processing 1004,1014 O O +with 1015,1019 O O +SPS 1020,1023 O B-Material +at 1024,1026 O O +500 1027,1030 O O +° 1030,1031 O O +C 1031,1032 O O +. 1032,1033 O O + +Microhardness 1034,1047 O O +and 1048,1051 O O +compressive 1052,1063 O O +tests 1064,1069 O O +were 1070,1074 O O +carried 1075,1082 O O +out 1083,1086 O O +on 1087,1089 O O +the 1090,1093 O O +consolidated 1094,1106 O O +near 1107,1111 O O +full 1112,1116 O O +density 1117,1124 O O +specimens 1125,1134 O O +of 1135,1137 O O +both 1138,1142 O O +unmilled 1143,1151 O B-Material +and 1152,1155 O I-Material +milled 1156,1162 O I-Material +powders 1163,1170 O I-Material +and 1171,1174 O O +the 1175,1178 O O +results 1179,1186 O O +showed 1187,1193 O O +significant 1194,1205 O O +increase 1206,1214 O O +in 1215,1217 O O +both 1218,1222 O O +hardness 1223,1231 O O +and 1232,1235 O O +compressive 1236,1247 O O +strengths 1248,1257 O O +for 1258,1261 O O +the 1262,1265 O O +milled 1266,1272 O B-Material +nanocrystalline 1273,1288 O I-Material +powders 1289,1296 O I-Material +as 1297,1299 O O +a 1300,1301 O O +result 1302,1308 O O +of 1309,1311 O O +the 1312,1315 O O +very 1316,1320 O O +fine 1321,1325 O O +grain 1326,1331 O O +size 1332,1336 O O +. 1336,1337 O O + + +-DOCSTART- (S0927025614003322) + +A 0,1 O O +principle 2,11 O O +of 12,14 O O +high 15,19 O B-Task +- 19,20 O I-Task +throughput 20,30 O I-Task +materials 31,40 O I-Task +science 41,48 O I-Task +is 49,51 O O +that 52,56 O O +one 57,60 O O +does 61,65 O O +not 66,69 O O +know 70,74 O O +a 75,76 O O +priori 77,83 O O +where 84,89 O O +the 90,93 O O +value 94,99 O O +of 100,102 O O +the 103,106 O O +data 107,111 O O +lies 112,116 O O +for 117,120 O O +any 121,124 O O +specific 125,133 O O +application 134,145 O O +. 145,146 O O + +Trends 147,153 O O +and 154,157 O O +insights 158,166 O O +are 167,170 O O +deduced 171,178 O O +a 179,180 O O +posteriori 181,191 O O +. 191,192 O O + +This 193,197 O O +requires 198,206 O O +efficient 207,216 O B-Task +interfaces 217,227 O I-Task +to 228,230 O I-Task +interrogate 231,242 O I-Task +available 243,252 O I-Task +data 253,257 O I-Task +on 258,260 O I-Task +various 261,268 O I-Task +levels 269,275 O I-Task +. 275,276 O O + +We 277,279 O O +have 280,284 O O +developed 285,294 O O +a 295,296 O O +simple 297,303 O O +WEB 304,307 O B-Process +- 307,308 O I-Process +based 308,313 O I-Process +API 314,317 O I-Process +to 318,320 O O +greatly 321,328 O O +improve 329,336 O B-Task +the 337,340 O I-Task +accessibility 341,354 O I-Task +and 355,358 O I-Task +utility 359,366 O I-Task +of 367,369 O I-Task +the 370,373 O I-Task +AFLOWLIB 374,382 O I-Task +database 383,391 O I-Task +[ 392,393 O O +14 393,395 O O +] 395,396 O O +to 397,399 O O +the 400,403 O O +scientific 404,414 O O +community 415,424 O O +. 424,425 O O + +Through 426,433 O O +it 434,436 O O +, 436,437 O O +the 438,441 O O +client 442,448 O O +can 449,452 O O +access 453,459 O O +calculated 460,470 O O +physical 471,479 O B-Material +properties 480,490 O I-Material +( 491,492 O O +thermodynamic 492,505 O B-Material +, 505,506 O I-Material +crystallographic 507,523 O I-Material +, 523,524 O I-Material +or 525,527 O I-Material +mechanical 528,538 O I-Material +properties 539,549 O I-Material +) 549,550 O O +, 550,551 O O +as 552,554 O O +well 555,559 O O +as 560,562 O O +simulation 563,573 O B-Material +provenance 574,584 O I-Material +and 585,588 O O +runtime 589,596 O B-Material +properties 597,607 O I-Material +of 608,610 O O +the 611,614 O O +included 615,623 O O +systems 624,631 O O +. 631,632 O O + +The 633,636 O O +data 637,641 O O +may 642,645 O O +be 646,648 O O +used 649,653 O O +directly 654,662 O O +( 663,664 O O +e.g. 664,668 O O +, 668,669 O O +to 670,672 O O +browse 673,679 O B-Process +a 680,681 O I-Process +class 682,687 O I-Process +of 688,690 O I-Process +materials 691,700 O I-Process +with 701,705 O I-Process +a 706,707 O I-Process +desired 708,715 O I-Process +property 716,724 O I-Process +) 724,725 O O +or 726,728 O O +integrated 729,739 O O +into 740,744 O O +higher 745,751 O B-Process +level 752,757 O I-Process +work 758,762 O I-Process +- 762,763 O I-Process +flows 763,768 O I-Process +. 768,769 O O + +The 770,773 O O +interface 774,783 O B-Process +also 784,788 O O +allows 789,795 O O +for 796,799 O O +the 800,803 O O +sharing 804,811 O B-Process +of 812,814 O I-Process +updates 815,822 O I-Process +of 823,825 O I-Process +data 826,830 O I-Process +used 831,835 O O +in 836,838 O O +previous 839,847 O O +published 848,857 O O +works 858,863 O O +, 863,864 O O +e.g. 865,869 O O +, 869,870 O O +previously 871,881 O O +calculated 882,892 O O +alloy 893,898 O B-Material +phase 899,904 O I-Material +diagrams 905,913 O I-Material +[ 914,915 O O +19–31 915,920 O O +] 920,921 O O +, 921,922 O O +thus 923,927 O O +the 928,931 O O +database 932,940 O O +can 941,944 O O +be 945,947 O O +expanded 948,956 O O +systematically 957,971 O O +. 971,972 O O + + +-DOCSTART- (S0927025614006181) + +The 0,3 O O +Discrete 4,12 O B-Process +Element 13,20 O I-Process +Method 21,27 O I-Process +applied 28,35 O O +to 36,38 O O +spheres 39,46 O B-Material +is 47,49 O O +well 50,54 O O +established 55,66 O O +as 67,69 O O +a 70,71 O O +reasonably 72,82 O O +realistic 83,92 O O +tool 93,97 O O +, 97,98 O O +in 99,101 O O +a 102,103 O O +wide 104,108 O O +range 109,114 O O +of 115,117 O O +engineering 118,129 O O +disciplines 130,141 O O +, 141,142 O O +for 143,146 O O +modelling 147,156 O B-Task +packing 157,164 O I-Task +and 165,168 O I-Task +flow 169,173 O I-Task +of 174,176 O I-Task +granular 177,185 O I-Task +materials 186,195 O I-Task +; 195,196 O O +Asmar 197,202 O O +et 203,205 O O +al 206,208 O O +. 208,209 O O + +[ 210,211 O O +8 211,212 O O +] 212,213 O O +describes 214,223 O O +the 224,227 O O +fundamentals 228,240 O O +of 241,243 O O +this 244,248 O O +method 249,255 O O +as 256,258 O O +applied 259,266 O O +by 267,269 O O +code 270,274 O O +developed 275,284 O O +in 285,287 O O +- 287,288 O O +house 288,293 O O +at 294,296 O O +Nottingham 297,307 O O +; 307,308 O O +since 309,314 O O +these 315,320 O O +are 321,324 O O +widely 325,331 O O +documented 332,342 O O +the 343,346 O O +details 347,354 O O +are 355,358 O O +not 359,362 O O +reproduced 363,373 O O +here 374,378 O O +, 378,379 O O +simply 380,386 O O +a 387,388 O O +summary 389,396 O O +. 396,397 O O + +It 398,400 O O +applies 401,408 O O +an 409,411 O O +explicit 412,420 O B-Process +time 421,425 O I-Process +stepping 426,434 O I-Process +approach 435,443 O I-Process +to 444,446 O O +numerically 447,458 O B-Process +integrate 459,468 O I-Process +the 469,472 O O +translational 473,486 O B-Process +and 487,490 O I-Process +rotational 491,501 O I-Process +motion 502,508 O I-Process +of 509,511 O O +each 512,516 O O +particle 517,525 O O +from 526,530 O O +the 531,534 O O +resulting 535,544 O O +forces 545,551 O B-Process +and 552,555 O O +moments 556,563 O B-Process +acting 564,570 O O +on 571,573 O O +them 574,578 O O +at 579,581 O O +each 582,586 O O +timestep 587,595 O O +. 595,596 O O + +The 597,600 O O +inter 601,606 O B-Material +- 606,607 O I-Material +particle 607,615 O I-Material +and 616,619 O I-Material +particle 620,628 O I-Material +wall 629,633 O I-Material +contacts 634,642 O I-Material +are 643,646 O O +modelled 647,655 O O +using 656,661 O O +the 662,665 O O +linear 666,672 O B-Process +spring 673,679 O I-Process +– 679,680 O I-Process +dashpot 680,687 O I-Process +– 687,688 O I-Process +slider 688,694 O I-Process +analogy 695,702 O I-Process +. 702,703 O O + +Contact 704,711 O B-Process +forces 712,718 O I-Process +are 719,722 O O +modelled 723,731 O O +in 732,734 O O +the 735,738 O O +normal 739,745 O O +and 746,749 O O +tangential 750,760 O O +directions 761,771 O O +with 772,776 O O +respect 777,784 O O +to 785,787 O O +the 788,791 O O +line 792,796 O O +connecting 797,807 O O +the 808,811 O O +particles 812,821 O B-Material +centres 822,829 O I-Material +. 829,830 O O + +Particle 831,839 O B-Process +elastic 840,847 O I-Process +stiffness 848,857 O I-Process +is 858,860 O O +set 861,864 O O +so 865,867 O O +sphere 868,874 O B-Process +“ 875,876 O I-Process +overlap 876,883 O I-Process +” 883,884 O I-Process +is 885,887 O O +not 888,891 O O +significant 892,903 O O +and 904,907 O O +moderate 908,916 O O +contact 917,924 O B-Process +damping 925,932 O I-Process +is 933,935 O O +applied 936,943 O O +. 943,944 O O + +Particle 945,953 O B-Process +cohesion 954,962 O I-Process +can 963,966 O O +also 967,971 O O +be 972,974 O O +modelled 975,983 O O +but 984,987 O O +is 988,990 O O +assumed 991,998 O O +to 999,1001 O O +be 1002,1004 O O +negligible 1005,1015 O O +in 1016,1018 O O +the 1019,1022 O O +current 1023,1030 O O +study 1031,1036 O O +. 1036,1037 O O + +The 1038,1041 O O +translational 1042,1055 O B-Process +and 1056,1059 O I-Process +rotational 1060,1070 O I-Process +motion 1071,1077 O I-Process +of 1078,1080 O O +each 1081,1085 O O +particle 1086,1094 O B-Material +is 1095,1097 O O +modelled 1098,1106 O O +using 1107,1112 O O +a 1113,1114 O O +half 1115,1119 O B-Process +step 1120,1124 O I-Process +leap 1125,1129 O I-Process +- 1129,1130 O I-Process +frog 1130,1134 O I-Process +Verlet 1135,1141 O I-Process +numerical 1142,1151 O I-Process +integration 1152,1163 O I-Process +scheme 1164,1170 O I-Process +to 1171,1173 O O +update 1174,1180 O O +particle 1181,1189 O B-Material +positions 1190,1199 O I-Material +and 1200,1203 O O +velocities 1204,1214 O B-Material +. 1214,1215 O O + +Near 1216,1220 O B-Process +- 1220,1221 O I-Process +neighbour 1221,1230 O I-Process +lists 1231,1236 O I-Process +are 1237,1240 O O +used 1241,1245 O O +to 1246,1248 O O +increase 1249,1257 O O +the 1258,1261 O O +computational 1262,1275 O O +efficiency 1276,1286 O O +of 1287,1289 O O +determining 1290,1301 O O +particle 1302,1310 O B-Material +contacts 1311,1319 O I-Material +and 1320,1323 O O +a 1324,1325 O O +zoning 1326,1332 O B-Process +method 1333,1339 O I-Process +is 1340,1342 O O +used 1343,1347 O O +each 1348,1352 O O +time 1353,1357 O O +the 1358,1361 O O +list 1362,1366 O O +is 1367,1369 O O +composed 1370,1378 O O +; 1378,1379 O O +that 1380,1384 O O +is 1385,1387 O O +the 1388,1391 O O +system 1392,1398 O O +is 1399,1401 O O +divided 1402,1409 O O +into 1410,1414 O O +cubic 1415,1420 O O +regions 1421,1428 O O +, 1428,1429 O O +each 1430,1434 O O +particle 1435,1443 O B-Material +centre 1444,1450 O I-Material +is 1451,1453 O O +within 1454,1460 O O +one 1461,1464 O O +zone 1465,1469 O O +, 1469,1470 O O +and 1471,1474 O O +potential 1475,1484 O O +contacting 1485,1495 O B-Material +particles 1496,1505 O I-Material +are 1506,1509 O O +within 1510,1516 O O +the 1517,1520 O O +same 1521,1525 O O +or 1526,1528 O O +next 1529,1533 O O +- 1533,1534 O O +door 1534,1538 O O +neighbour 1539,1548 O O +zones 1549,1554 O O +. 1554,1555 O O + +Full 1556,1560 O O +details 1561,1568 O O +are 1569,1572 O O +given 1573,1578 O O +in 1579,1581 O O +Asmar 1582,1587 O O +et 1588,1590 O O +al 1591,1593 O O +. 1593,1594 O O + +[ 1595,1596 O O +8 1596,1597 O O +] 1597,1598 O O +. 1598,1599 O O + + +-DOCSTART- (S0927025615006357) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +crystal 15,22 O B-Process +plasticity 23,33 O I-Process +model 34,39 O I-Process +, 39,40 O O +in 41,43 O O +combination 44,55 O O +with 56,60 O O +XFEM 61,65 O B-Process +, 65,66 O O +has 67,70 O O +been 71,75 O O +applied 76,83 O O +to 84,86 O O +study 87,92 O B-Task +cyclic 93,99 O I-Task +deformation 100,111 O I-Task +and 112,115 O I-Task +fatigue 116,123 O I-Task +crack 124,129 O I-Task +growth 130,136 O I-Task +in 137,139 O O +a 140,141 O O +nickel 142,148 O B-Material +- 148,149 O I-Material +based 149,154 O I-Material +superalloy 155,165 O I-Material +LSHR 166,170 O I-Material +( 171,172 O O +Low 172,175 O B-Material +Solvus 176,182 O I-Material +High 183,187 O I-Material +Refractory 188,198 O I-Material +) 198,199 O O +at 200,202 O O +high 203,207 O O +temperature 208,219 O O +. 219,220 O O + +The 221,224 O O +first 225,230 O O +objective 231,240 O O +of 241,243 O O +this 244,248 O O +research 249,257 O O +was 258,261 O O +to 262,264 O O +develop 265,272 O B-Task +and 273,276 O I-Task +evaluate 277,285 O I-Task +a 286,287 O I-Task +RVE 288,291 O I-Task +- 291,292 O I-Task +based 292,297 O I-Task +finite 298,304 O I-Task +element 305,312 O I-Task +model 313,318 O I-Task +with 319,323 O O +the 324,327 O O +incorporation 328,341 O O +of 342,344 O O +a 345,346 O O +realistic 347,356 O O +material 357,365 O O +microstructure 366,380 O O +. 380,381 O O + +The 382,385 O O +second 386,392 O O +objective 393,402 O O +of 403,405 O O +this 406,410 O O +work 411,415 O O +was 416,419 O O +to 420,422 O O +determine 423,432 O B-Task +the 433,436 O I-Task +parameters 437,447 O I-Task +of 448,450 O I-Task +a 451,452 O I-Task +crystal 453,460 O I-Task +plasticity 461,471 O I-Task +constitutive 472,484 O I-Task +model 485,490 O I-Task +to 491,493 O O +describe 494,502 O O +the 503,506 O O +cyclic 507,513 O B-Process +deformation 514,525 O I-Process +behaviour 526,535 O O +of 536,538 O O +the 539,542 O O +material 543,551 O O +by 552,554 O O +using 555,560 O O +a 561,562 O O +user 563,567 O B-Material +- 567,568 O I-Material +defined 568,575 O I-Material +material 576,584 O I-Material +subroutine 585,595 O I-Material +( 596,597 O O +UMAT 597,601 O B-Material +) 601,602 O O +interfaced 603,613 O O +with 614,618 O O +the 619,622 O O +finite 623,629 O O +element 630,637 O O +package 638,645 O O +ABAQUS 646,652 O B-Material +. 652,653 O O + +The 654,657 O O +model 658,663 O O +parameters 664,674 O O +were 675,679 O O +calibrated 680,690 O O +from 691,695 O O +extensive 696,705 O O +finite 706,712 O B-Process +element 713,720 O I-Process +analyses 721,729 O I-Process +to 730,732 O O +fit 733,736 O O +the 737,740 O O +monotonic 741,750 O B-Material +, 750,751 O I-Material +stress 752,758 O I-Material +relaxation 759,769 O I-Material +and 770,773 O I-Material +cyclic 774,780 O I-Material +test 781,785 O I-Material +data 786,790 O I-Material +. 790,791 O O + +The 792,795 O O +third 796,801 O O +objective 802,811 O O +was 812,815 O O +to 816,818 O O +predict 819,826 O B-Task +crack 827,832 O I-Task +growth 833,839 O I-Task +by 840,842 O O +combining 843,852 O O +the 853,856 O O +XFEM 857,861 O B-Process +technique 862,871 O I-Process +and 872,875 O O +the 876,879 O O +calibrated 880,890 O B-Process +crystal 891,898 O I-Process +plasticity 899,909 O I-Process +UMAT 910,914 O I-Process +, 914,915 O O +for 916,919 O O +which 920,925 O O +accumulated 926,937 O O +plastic 938,945 O B-Process +strain 946,952 O I-Process +was 953,956 O O +used 957,961 O O +as 962,964 O O +the 965,968 O O +fracture 969,977 O B-Process +criterion 978,987 O I-Process +. 987,988 O O + + +-DOCSTART- (S096386951400070X) + +This 0,4 O O +paper 5,10 O O +has 11,14 O O +highlighted 15,26 O B-Task +a 27,28 O I-Task +band 29,33 O I-Task +of 34,36 O I-Task +frequencies 37,48 O I-Task +, 48,49 O O +outside 50,57 O O +the 58,61 O O +conventional 62,74 O O +operation 75,84 O O +range 85,90 O O +, 90,91 O O +and 92,95 O O +close 96,101 O O +to 102,104 O O +electrical 105,115 O B-Process +resonance 116,125 O I-Process +of 126,128 O I-Process +an 129,131 O I-Process +eddy 132,136 O I-Process +current 137,144 O I-Process +probe 145,150 O I-Process +, 150,151 O O +where 152,157 O O +the 158,161 O O +magnitude 162,171 O O +of 172,174 O O +impedance 175,184 O B-Material +SNR 185,188 O I-Material +reaches 189,196 O O +a 197,198 O O +peak 199,203 O O +. 203,204 O O + +The 205,208 O O +SNR 209,212 O B-Material +of 213,215 O O +scans 216,221 O O +of 222,224 O O +three 225,230 O O +slots 231,236 O O +of 237,239 O O +varying 240,247 O O +depth 248,253 O O +were 254,258 O O +enhanced 259,267 O O +by 268,270 O O +a 271,272 O O +factor 273,279 O O +of 280,282 O O +up 283,285 O O +to 286,288 O O +3.7 289,292 O O +, 292,293 O O +from 294,298 O O +the 299,302 O O +SNR 303,306 O B-Material +measured 307,315 O O +at 316,318 O O +1MHz 319,323 O O +. 323,324 O O + +This 325,329 O O +is 330,332 O O +a 333,334 O O +result 335,341 O O +of 342,344 O O +a 345,346 O O +defect 347,353 O B-Process +- 353,354 O I-Process +decoupling 354,364 O I-Process +resonance 365,374 O I-Process +- 374,375 O I-Process +shift 375,380 O I-Process +effect 381,387 O I-Process +and 388,391 O O +is 392,394 O O +referred 395,403 O O +to 404,406 O O +as 407,409 O O +the 410,413 O O +near 414,418 O B-Process +electrical 419,429 O I-Process +resonance 430,439 O I-Process +signal 440,446 O I-Process +enhancement 447,458 O I-Process +( 459,460 O O +NERSE 460,465 O B-Process +) 465,466 O O +phenomenon 467,477 O O +. 477,478 O O + +NERSE 479,484 O B-Process +frequency 485,494 O O +operation 495,504 O O +has 505,508 O O +significant 509,520 O O +potential 521,530 O O +for 531,534 O O +ECT 535,538 O B-Process +inspection 539,549 O I-Process +, 549,550 O O +and 551,554 O O +opens 555,560 O O +up 561,563 O O +a 564,565 O O +range 566,571 O O +of 572,574 O O +investigative 575,588 O O +possibilities 589,602 O O +. 602,603 O O + +Within 604,610 O O +this 611,615 O O +investigation 616,629 O O +, 629,630 O O +only 631,635 O O +the 636,639 O O +magnitude 640,649 O O +of 650,652 O O +the 653,656 O O +electrical 657,667 O B-Material +impedance 668,677 O I-Material +has 678,681 O O +been 682,686 O O +analyzed 687,695 O O +. 695,696 O O + +An 697,699 O O +immediate 700,709 O O +extension 710,719 O O +of 720,722 O O +this 723,727 O O +investigation 728,741 O O +will 742,746 O O +be 747,749 O O +to 750,752 O O +consider 753,761 O O +phase 762,767 O O +information 768,779 O O +, 779,780 O O +and 781,784 O O +determine 785,794 O O +whether 795,802 O O +a 803,804 O O +similar 805,812 O O +exploitable 813,824 O O +NERSE 825,830 O B-Process +effect 831,837 O O +exists 838,844 O O +. 844,845 O O + + +-DOCSTART- (S0963869514000875) + +There 0,5 O O +are 6,9 O O +a 10,11 O O +number 12,18 O O +of 19,21 O O +avenues 22,29 O O +to 30,32 O O +explore 33,40 O O +for 41,44 O O +future 45,51 O O +work 52,56 O O +, 56,57 O O +in 58,60 O O +particular 61,71 O O +the 72,75 O O +use 76,79 O B-Task +of 80,82 O I-Task +other 83,88 O I-Task +time 89,93 O I-Task +– 93,94 O I-Task +frequency 94,103 O I-Task +analysis 104,112 O I-Task +methods 113,120 O I-Task +. 120,121 O O + +The 122,125 O O +STFT 126,130 O B-Process +spectrogram 131,142 O I-Process +was 143,146 O O +utilised 147,155 O O +here 156,160 O O +, 160,161 O O +as 162,164 O O +it 165,167 O O +is 168,170 O O +the 171,174 O O +simplest 175,183 O O +to 184,186 O O +implement 187,196 O O +. 196,197 O O + +Whilst 198,204 O O +all 205,208 O O +of 209,211 O O +the 212,215 O O +echoes 216,222 O O +could 223,228 O O +be 229,231 O O +clearly 232,239 O O +resolved 240,248 O O +in 249,251 O O +both 252,256 O O +time 257,261 O O +and 262,265 O O +frequency 266,275 O O +, 275,276 O O +the 277,280 O O +spectrogram 281,292 O B-Process +suffers 293,300 O O +from 301,305 O O +a 306,307 O O +fixed 308,313 O B-Material +resolution 314,324 O I-Material +, 324,325 O O +i.e. 326,330 O O +an 331,333 O O +increase 334,342 O O +of 343,345 O O +time 346,350 O B-Material +resolution 351,361 O I-Material +necessarily 362,373 O O +leads 374,379 O O +to 380,382 O O +a 383,384 O O +decrease 385,393 O O +in 394,396 O O +frequency 397,406 O B-Material +resolution 407,417 O I-Material +. 417,418 O O + +Other 419,424 O O +methods 425,432 O O +of 433,435 O O +time 436,440 O B-Process +– 440,441 O I-Process +frequency 441,450 O I-Process +analysis 451,459 O I-Process +, 459,460 O O +such 461,465 O O +as 466,468 O O +discrete 469,477 O B-Process +wavelet 478,485 O I-Process +analysis 486,494 O I-Process +, 494,495 O O +benefit 496,503 O O +from 504,508 O O +advantage 509,518 O O +of 519,521 O O +multi 522,527 O B-Process +- 527,528 O I-Process +resolution 528,538 O I-Process +analysis 539,547 O I-Process +, 547,548 O O +which 549,554 O O +offers 555,561 O O +improved 562,570 O O +temporal 571,579 O B-Material +resolution 580,590 O I-Material +of 591,593 O O +the 594,597 O O +high 598,602 O O +frequency 603,612 O O +components 613,623 O O +, 623,624 O O +and 625,628 O O +frequency 629,638 O B-Material +resolution 639,649 O I-Material +of 650,652 O O +the 653,656 O O +low 657,660 O B-Material +frequency 661,670 O I-Material +components 671,681 O I-Material +[ 682,683 O O +25,18,19 683,691 O O +] 691,692 O O +. 692,693 O O + +Also 694,698 O O +, 698,699 O O +whilst 700,706 O O +the 707,710 O O +current 711,718 O O +work 719,723 O O +has 724,727 O O +utilised 728,736 O O +SH 737,739 O B-Material +waves 740,745 O I-Material +that 746,750 O O +are 751,754 O O +generated 755,764 O O +by 765,767 O O +EMATs 768,773 O B-Process +, 773,774 O O +the 775,778 O O +physics 779,786 O O +that 787,791 O O +describes 792,801 O O +the 802,805 O O +pulsed 806,812 O B-Material +array 813,818 O I-Material +system 819,825 O I-Material +is 826,828 O O +universal 829,838 O O +to 839,841 O O +other 842,847 O O +types 848,853 O O +of 854,856 O O +waves 857,862 O O +. 862,863 O O + +Future 864,870 O O +work 871,875 O O +will 876,880 O O +include 881,888 O O +demonstrating 889,902 O B-Task +this 903,907 O I-Task +phenomenon 908,918 O I-Task +with 919,923 O I-Task +a 924,925 O I-Task +number 926,932 O I-Task +of 933,935 O I-Task +other 936,941 O I-Task +systems 942,949 O I-Task +, 949,950 O O +for 951,954 O O +example 955,962 O O +using 963,968 O O +longitudinal 969,981 O B-Material +ultrasonic 982,992 O I-Material +waves 993,998 O I-Material +or 999,1001 O O +electromagnetic 1002,1017 O B-Material +waves 1018,1023 O I-Material +. 1023,1024 O O + + +-DOCSTART- (S0963869514000954) + +Global 0,6 O B-Process +optimisation 7,19 O I-Process +algorithms 20,30 O I-Process +are 31,34 O O +used 35,39 O O +in 40,42 O O +this 43,47 O O +study 48,53 O O +to 54,56 O O +solve 57,62 O B-Task +the 63,66 O I-Task +optimisation 67,79 O I-Task +problem 80,87 O I-Task +as 88,90 O O +they 91,95 O O +are 96,99 O O +known 100,105 O O +to 106,108 O O +be 109,111 O O +efficient 112,121 O O +in 122,124 O O +incorporating 125,138 O B-Process +statistical 139,150 O I-Process +information 151,162 O I-Process +and 163,166 O O +dealing 167,174 O O +with 175,179 O O +complicated 180,191 O O +objective 192,201 O B-Process +functions 202,211 O I-Process +that 212,216 O O +have 217,221 O O +multiple 222,230 O O +local 231,236 O B-Material +minima 237,243 O I-Material +/ 243,244 O I-Material +maxima 244,250 O I-Material +. 250,251 O O + +The 252,255 O O +genetic 256,263 O B-Process +algorithm 264,273 O I-Process +( 274,275 O O +GA 275,277 O B-Process +) 277,278 O O +is 279,281 O O +such 282,286 O O +a 287,288 O O +global 289,295 O B-Process +optimisation 296,308 O I-Process +technique 309,318 O I-Process +that 319,323 O O +mimics 324,330 O B-Process +biological 331,341 O I-Process +evolution 342,351 O I-Process +processes 352,361 O I-Process +and 362,365 O O +is 366,368 O O +used 369,373 O O +in 374,376 O O +this 377,381 O O +particular 382,392 O O +study 393,398 O O +. 398,399 O O + +The 400,403 O O +algorithm 404,413 O O +starts 414,420 O O +with 421,425 O O +a 426,427 O O +random 428,434 O B-Process +selection 435,444 O I-Process +of 445,447 O I-Process +a 448,449 O I-Process +population 450,460 O I-Process +from 461,465 O O +the 466,469 O O +decision 470,478 O B-Material +variable 479,487 O I-Material +domain 488,494 O I-Material +( 495,496 O O +X 496,497 O B-Material +) 497,498 O O +. 498,499 O O + +The 500,503 O O +genetic 504,511 O B-Process +algorithm 512,521 O I-Process +repeatedly 522,532 O O +modifies 533,541 O O +this 542,546 O O +population 547,557 O O +. 557,558 O O + +At 559,561 O O +each 562,566 O O +step 567,571 O O +, 571,572 O O +the 573,576 O O +algorithm 577,586 O O +selects 587,594 O B-Process +a 595,596 O I-Process +group 597,602 O I-Process +of 603,605 O I-Process +individual 606,616 O I-Process +values 617,623 O I-Process +from 624,628 O O +the 629,632 O O +population 633,643 O B-Material +( 644,645 O O +parent 645,651 O B-Material +) 651,652 O O +which 653,658 O O +are 659,662 O O +evolved 663,670 O O +through 671,678 O O +crossover 679,688 O B-Process +or 689,691 O O +mutation 692,700 O B-Process +to 701,703 O O +produce 704,711 O O +members 712,719 O O +of 720,722 O O +the 723,726 O O +next 727,731 O O +generation 732,742 O O +. 742,743 O O + +This 744,748 O O +process 749,756 O O +is 757,759 O O +repeated 760,768 O O +for 769,772 O O +several 773,780 O O +generations 781,792 O O +until 793,798 O O +an 799,801 O O +optimum 802,809 O O +solution 810,818 O O +is 819,821 O O +reached 822,829 O O +. 829,830 O O + +See 831,834 O O +[ 835,836 O O +19 836,838 O O +] 838,839 O O +for 840,843 O O +a 844,845 O O +fuller 846,852 O O +description 853,864 O O +of 865,867 O O +the 868,871 O O +GA 872,874 O B-Process +. 874,875 O O + + +-DOCSTART- (S0963869514001066) + +In 0,2 O O +the 3,6 O O +Total 7,12 O B-Process +Focusing 13,21 O I-Process +Method 22,28 O I-Process +( 29,30 O O +TFM 30,33 O B-Process +) 33,34 O O +the 35,38 O O +beam 39,43 O O +is 44,46 O O +synthetically 47,60 O O +focused 61,68 O O +at 69,71 O O +every 72,77 O O +point 78,83 O O +in 84,86 O O +the 87,90 O O +target 91,97 O O +region 98,104 O O +[ 105,106 O O +7 106,107 O O +] 107,108 O O +as 109,111 O O +follows 112,119 O O +. 119,120 O O + +After 121,126 O O +obtaining 127,136 O O +the 137,140 O O +FMC 141,144 O B-Material +data 145,149 O I-Material +, 149,150 O O +the 151,154 O O +target 155,161 O O +region 162,168 O O +, 168,169 O O +which 170,175 O O +is 176,178 O O +in 179,181 O O +the 182,185 O O +x 186,187 O B-Material +– 187,188 O I-Material +z 188,189 O I-Material +plane 190,195 O I-Material +in 196,198 O O +2D 199,201 O O +( 202,203 O O +Fig 203,206 O O +. 206,207 O O + +1 208,209 O O +) 209,210 O O +, 210,211 O O +is 212,214 O O +discretized 215,226 O B-Process +into 227,231 O I-Process +a 232,233 O I-Process +grid 234,238 O I-Process +. 238,239 O O + +The 240,243 O O +signals 244,251 O O +from 252,256 O O +all 257,260 O O +elements 261,269 O O +in 270,272 O O +the 273,276 O O +array 277,282 O O +are 283,286 O O +then 287,291 O O +summed 292,298 O B-Process +to 299,301 O O +synthesize 302,312 O B-Process +a 313,314 O I-Process +focus 315,320 O I-Process +at 321,323 O I-Process +every 324,329 O I-Process +point 330,335 O I-Process +in 336,338 O I-Process +this 339,343 O I-Process +grid 344,348 O I-Process +. 348,349 O O + +Linear 350,356 O B-Process +interpolation 357,370 O I-Process +of 371,373 O O +the 374,377 O O +time 378,382 O O +domain 383,389 O O +signals 390,397 O O +is 398,400 O O +necessary 401,410 O O +since 411,416 O O +they 417,421 O O +are 422,425 O O +discretely 426,436 O B-Process +sampled 437,444 O I-Process +. 444,445 O O + +The 446,449 O O +intensity 450,459 O O +of 460,462 O O +the 463,466 O O +TFM 467,470 O B-Process +image 471,476 O I-Process +ITFM 477,481 O I-Process +at 482,484 O O +any 485,488 O O +point 489,494 O O +( 495,496 O O +x 496,497 O O +, 497,498 O O +z 498,499 O O +) 499,500 O O +is 501,503 O O +given 504,509 O O +by:(10)ITFM(x 510,523 O O +, 523,524 O O +z)=|∑HTR(1c((xT−x)2+z2+(xR−x)2+z2))|forallT 524,567 O O +, 567,568 O O +Rwhere 568,574 O O +HTR(t 575,580 O O +) 580,581 O O +is 582,584 O O +the 585,588 O O +Hilbert 589,596 O B-Process +transform 597,606 O I-Process +of 607,609 O O +a 610,611 O O +signal 612,618 O O +uTR(t 619,624 O O +) 624,625 O O +in 626,628 O O +the 629,632 O O +FMC 633,636 O B-Material +data 637,641 O I-Material +, 641,642 O O +xT 643,645 O O +is 646,648 O O +the 649,652 O O +x 653,654 O O +- 654,655 O O +position 655,663 O O +of 664,666 O O +the 667,670 O O +transmitting 671,683 O B-Material +element 684,691 O I-Material +( 692,693 O O +T 693,694 O B-Material +) 694,695 O O +and 696,699 O O +xR 700,702 O O +is 703,705 O O +the 706,709 O O +x 710,711 O O +- 711,712 O O +position 712,720 O O +of 721,723 O O +the 724,727 O O +receiving 728,737 O B-Material +element 738,745 O I-Material +( 746,747 O O +R 747,748 O B-Material +) 748,749 O O +. 749,750 O O + +Note 751,755 O O +that 756,760 O O +the 761,764 O O +z 765,766 O O +- 766,767 O O +position 767,775 O O +of 776,778 O O +all 779,782 O O +elements 783,791 O O +is 792,794 O O +zero 795,799 O O +( 800,801 O O +Fig 801,804 O O +. 804,805 O O + +3a 806,808 O O +) 808,809 O O +. 809,810 O O + +The 811,814 O O +summation 815,824 O B-Process +is 825,827 O O +carried 828,835 O O +out 836,839 O O +for 840,843 O O +all 844,847 O O +possible 848,856 O O +transmitter 857,868 O B-Material +– 868,869 O I-Material +receiver 869,877 O I-Material +pairs 878,883 O I-Material +and 884,887 O O +therefore 888,897 O O +uses 898,902 O O +all 903,906 O O +the 907,910 O O +information 911,922 O O +captured 923,931 O O +with 932,936 O O +FMC 937,940 O B-Material +. 940,941 O O + +This 942,946 O O +algorithm 947,956 O O +is 957,959 O O +referred 960,968 O O +to 969,971 O O +as 972,974 O O +‘ 975,976 O O +conventional 976,988 O B-Process +TFM’ 989,993 O I-Process +in 994,996 O O +this 997,1001 O O +paper 1002,1007 O O +. 1007,1008 O O + + +-DOCSTART- (S0963869514001078) + +It 0,2 O O +is 3,5 O O +known 6,11 O O +that 12,16 O O +as 17,19 O O +the 20,23 O O +temperature 24,35 O O +of 36,38 O O +the 39,42 O O +sample 43,49 O O +rises 50,55 O O +, 55,56 O O +the 57,60 O O +Lorentz 61,68 O B-Process +mechanism 69,78 O I-Process +remains 79,86 O O +dominant 87,95 O O +until 96,101 O O +Tc 102,104 O O +of 105,107 O O +steel 108,113 O B-Material +is 114,116 O O +reached 117,124 O O +( 125,126 O O +770 126,129 O O +° 129,130 O O +C 130,131 O O +for 132,135 O O +a 136,137 O O +low 138,141 O B-Material +carbon 142,148 O I-Material +steel 149,154 O I-Material +) 154,155 O O +, 155,156 O O +when 157,161 O O +the 162,165 O O +magnetostrictive 166,182 O B-Process +mechanism 183,192 O I-Process +becomes 193,200 O O +more 201,205 O O +efficient 206,215 O O +[ 216,217 O O +15 217,219 O O +] 219,220 O O +. 220,221 O O + +Previously 222,232 O O +this 233,237 O O +has 238,241 O O +been 242,246 O O +thought 247,254 O O +due 255,258 O O +to 259,261 O O +a 262,263 O O +thin 264,268 O O +ferromagnetic 269,282 O B-Material +oxide 283,288 O I-Material +layer 289,294 O O +on 295,297 O O +the 298,301 O O +sample 302,308 O O +surface 309,316 O O +, 316,317 O O +the 318,321 O O +surface 322,329 O O +being 330,335 O O +cooler 336,342 O O +than 343,347 O O +the 348,351 O O +bulk 352,356 O O +of 357,359 O O +the 360,363 O O +material 364,372 O O +[ 373,374 O O +16,17 374,379 O O +] 379,380 O O +. 380,381 O O + +This 382,386 O O +layer 387,392 O O +concentrates 393,405 O O +the 406,409 O O +magnetic 410,418 O B-Material +field 419,424 O I-Material +, 424,425 O O +increasing 426,436 O O +generation 437,447 O B-Process +efficiency 448,458 O I-Process +. 458,459 O O + +Recent 460,466 O O +studies 467,474 O O +also 475,479 O O +show 480,484 O O +that 485,489 O O +rearrangement 490,503 O O +of 504,506 O O +the 507,510 O O +magnetic 511,519 O O +moments 520,527 O O +from 528,532 O O +ordered 533,540 O O +domains 541,548 O O +to 549,551 O O +a 552,553 O O +disordered 554,564 O O +state 565,570 O O +at 571,573 O O +a 574,575 O O +magnetic 576,584 O B-Process +phase 585,590 O I-Process +transition 591,601 O I-Process +lowers 602,608 O O +the 609,612 O O +magnetostrictive 613,629 O O +constant 630,638 O O +. 638,639 O O + +This 640,644 O O +ferromagnetic 645,658 O B-Process +to 659,661 O I-Process +paramagnetic 662,674 O I-Process +transition 675,685 O I-Process +is 686,688 O O +accompanied 689,700 O O +by 701,703 O O +large 704,709 O O +changes 710,717 O O +in 718,720 O O +the 721,724 O O +efficiency 725,735 O O +of 736,738 O O +electromagnetic 739,754 O B-Process +ultrasound 755,765 O I-Process +generation 766,776 O I-Process +leading 777,784 O O +to 785,787 O O +the 788,791 O O +use 792,795 O O +of 796,798 O O +EMATs 799,804 O B-Material +as 805,807 O O +a 808,809 O O +method 810,816 O O +of 817,819 O O +studying 820,828 O B-Task +phase 829,834 O I-Task +transitions 835,846 O I-Task +in 847,849 O O +magnetic 850,858 O B-Material +alloys 859,865 O I-Material +[ 866,867 O O +18 867,869 O O +] 869,870 O O +. 870,871 O O + + +-DOCSTART- (S0963869515000572) + +Shear 0,5 O B-Material +horizontal 6,16 O I-Material +( 17,18 O I-Material +SH 18,20 O I-Material +) 20,21 O I-Material +ultrasound 22,32 O I-Material +waves 33,38 O I-Material +are 39,42 O O +guided 43,49 O B-Material +waves 50,55 O I-Material +( 56,57 O O +they 57,61 O O +have 62,66 O O +propagation 67,78 O O +properties 79,89 O O +affected 90,98 O O +by 99,101 O O +the 102,105 O O +geometry 106,114 O O +of 115,117 O O +the 118,121 O O +propagation 122,133 O B-Process +medium 134,140 O O +) 140,141 O O +, 141,142 O O +with 143,147 O O +symmetric 148,157 O O +and 158,161 O O +anti 162,166 O O +- 166,167 O O +symmetric 167,176 O O +modes 177,182 O O +; 182,183 O O +phase 184,189 O O +and 190,193 O O +group 194,199 O O +speeds 200,206 O O +are 207,210 O O +dependent 211,220 O O +on 221,223 O O +frequency 224,233 O O +, 233,234 O O +sample 235,241 O O +thickness 242,251 O O +, 251,252 O O +and 253,256 O O +the 257,260 O O +bulk 261,265 O B-Process +shear 266,271 O I-Process +wave 272,276 O I-Process +speed 277,282 O I-Process +[ 283,284 O O +11,12 284,289 O O +] 289,290 O O +. 290,291 O O + +The 292,295 O O +properties 296,306 O O +of 307,309 O O +the 310,313 O O +different 314,323 O O +modes 324,329 O O +can 330,333 O O +be 334,336 O O +very 337,341 O O +useful 342,348 O O +, 348,349 O O +such 350,354 O O +as 355,357 O O +in 358,360 O O +thickness 361,370 O O +measurement 371,382 O O +[ 383,384 O O +13 384,386 O O +] 386,387 O O +, 387,388 O O +but 389,392 O O +in 393,395 O O +this 396,400 O O +case 401,405 O O +they 406,410 O O +are 411,414 O O +a 415,416 O O +complication 417,429 O O +. 429,430 O O + +SH0 431,434 O B-Material +has 435,438 O O +a 439,440 O O +thickness 441,450 O O +independent 451,462 O O +speed 463,468 O O +, 468,469 O O +equal 470,475 O O +to 476,478 O O +the 479,482 O O +shear 483,488 O B-Process +wave 489,493 O I-Process +speed 494,499 O I-Process +, 499,500 O O +and 501,504 O O +is 505,507 O O +non 508,511 O O +- 511,512 O O +dispersive 512,522 O O +( 523,524 O O +the 524,527 O O +phase 528,533 O B-Process +and 534,537 O I-Process +group 538,543 O I-Process +speed 544,549 O I-Process +are 550,553 O O +equal 554,559 O O +to 560,562 O O +the 563,566 O O +shear 567,572 O B-Process +wave 573,577 O I-Process +speed 578,583 O I-Process +for 584,587 O O +all 588,591 O O +frequencies 592,603 O O +) 603,604 O O +. 604,605 O O + +The 606,609 O O +oscillation 610,621 O B-Process +direction 622,631 O O +of 632,634 O O +SH 635,637 O B-Process +ultrasound 638,648 O I-Process +is 649,651 O O +in 652,654 O O +the 655,658 O O +plane 659,664 O O +of 665,667 O O +the 668,671 O O +surface 672,679 O O +where 680,685 O O +the 686,689 O O +wave 690,694 O B-Material +was 695,698 O O +generated 699,708 O O +, 708,709 O O +and 710,713 O O +perpendicular 714,727 O O +to 728,730 O O +the 731,734 O O +propagation 735,746 O B-Process +direction 747,756 O O +, 756,757 O O +as 758,760 O O +shown 761,766 O O +in 767,769 O O +Fig 770,773 O O +. 773,774 O O + +1 775,776 O O +, 776,777 O O +with 778,782 O O +respect 783,790 O O +to 791,793 O O +a 794,795 O O +reference 796,805 O O +interface 806,815 O O +, 815,816 O O +which 817,822 O O +is 823,825 O O +typically 826,835 O O +a 836,837 O O +sample 838,844 O O +surface 845,852 O O +. 852,853 O O + +Under 854,859 O O +certain 860,867 O O +conditions 868,878 O O +, 878,879 O O +such 880,884 O O +as 885,887 O O +over 888,892 O O +short 893,898 O O +propagation 899,910 O B-Process +distances 911,920 O O +, 920,921 O O +SH 922,924 O B-Material +waves 925,930 O I-Material +can 931,934 O O +be 935,937 O O +treated 938,945 O O +as 946,948 O O +bulk 949,953 O B-Material +waves 954,959 O I-Material +. 959,960 O O + + +-DOCSTART- (S0968432814000250) + +Volume 0,6 O B-Task +EM 7,9 O I-Task +can 10,13 O O +be 14,16 O O +performed 17,26 O O +using 27,32 O O 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308,311 O B-Material +) 311,312 O O +was 313,316 O O +the 317,320 O O +tool 321,325 O O +of 326,328 O O +choice 329,335 O O +for 336,339 O O +ultrastructural 340,355 O B-Task +examination 356,367 O I-Task +of 368,370 O I-Task +biomedical 371,381 O I-Task +specimens 382,391 O I-Task +at 392,394 O O +sub 395,398 O O +- 398,399 O O +nanometer 399,408 O O +resolution 409,419 O O +. 419,420 O O + +However 421,428 O O +, 428,429 O O +for 430,433 O O +many 434,438 O O +cell 439,443 O B-Task +biology 444,451 O I-Task +studies 452,459 O I-Task +structural 460,470 O O +resolution 471,481 O O +is 482,484 O O +actually 485,493 O O +limited 494,501 O O +by 502,504 O O +the 505,508 O O +deposition 509,519 O B-Process +of 520,522 O I-Process +heavy 523,528 O I-Process +metals 529,535 O I-Process +onto 536,540 O O +membranes 541,550 O O +during 551,557 O O +sample 558,564 O O +preparation 565,576 O O +. 576,577 O O + +In 578,580 O O +addition 581,589 O O +, 589,590 O O +voxel 591,596 O O +dimensions 597,607 O O +may 608,611 O O +only 612,616 O O +need 617,621 O O +to 622,624 O O +be 625,627 O O +half 628,632 O O +that 633,637 O O +of 638,640 O O +the 641,644 O O +smallest 645,653 O O +expected 654,662 O O +feature 663,670 O O +of 671,673 O O +interest 674,682 O O +( 683,684 O O +Briggman 684,692 O O +and 693,696 O O +Bock 697,701 O O +, 701,702 O O +2012 703,707 O O +) 707,708 O O +. 708,709 O O + +Advances 710,718 O O +in 719,721 O O +scanning 722,730 O B-Process +electron 731,739 O I-Process +microscopy 740,750 O I-Process +( 751,752 O I-Process +SEM 752,755 O I-Process +) 755,756 O I-Process +technology 757,767 O I-Process +are 768,771 O O +now 772,775 O O +driving 776,783 O O +a 784,785 O O +paradigm 786,794 O O +shift 795,800 O O +in 801,803 O O +electron 804,812 O B-Task +imaging 813,820 O I-Task +. 820,821 O O + +SEMs 822,826 O B-Process +with 827,831 O O +field 832,837 O B-Material +emission 838,846 O I-Material +electron 847,855 O I-Material +sources 856,863 O I-Material +and 864,867 O O +high 868,872 O B-Material +efficiency 873,883 O I-Material +electron 884,892 O I-Material +detectors 893,902 O I-Material +can 903,906 O O +achieve 907,914 O O +lateral 915,922 O O +resolutions 923,934 O O +in 935,937 O O +the 938,941 O O +order 942,947 O O +of 948,950 O O +3 951,952 O O +nm 952,954 O O +, 954,955 O O +allowing 956,964 O O +visualisation 965,978 O B-Task +of 979,981 O I-Task +structures 982,992 O I-Task +such 993,997 O O +as 998,1000 O O +synaptic 1001,1009 O B-Material +vesicles 1010,1018 O I-Material +and 1019,1022 O O +membranes 1023,1032 O B-Material +( 1033,1034 O O +De 1034,1036 O O +Winter 1037,1043 O O +et 1044,1046 O O +al 1047,1049 O O +. 1049,1050 O O + +, 1050,1051 O O +2009 1052,1056 O O +; 1056,1057 O O +Knott 1058,1063 O O +et 1064,1066 O O +al 1067,1069 O O +. 1069,1070 O O +, 1070,1071 O O +2008 1072,1076 O O +; 1076,1077 O O +Vihinen 1078,1085 O O +et 1086,1088 O O +al 1089,1091 O O +. 1091,1092 O O +, 1092,1093 O O +2013 1094,1098 O O +; 1098,1099 O O +Villinger 1100,1109 O O +et 1110,1112 O O +al 1113,1115 O O +. 1115,1116 O O +, 1116,1117 O O +2012 1118,1122 O O +) 1122,1123 O O +, 1123,1124 O O +though 1125,1131 O O +resolving 1132,1141 O B-Task +individual 1142,1152 O I-Task +leaflets 1153,1161 O I-Task +of 1162,1164 O I-Task +membrane 1165,1173 O I-Task +bilayers 1174,1182 O I-Task +remains 1183,1190 O O +a 1191,1192 O O +challenge 1193,1202 O O +( 1203,1204 O O +Vihinen 1204,1211 O O +et 1212,1214 O O +al 1215,1217 O O +. 1217,1218 O O +, 1218,1219 O O +2013 1220,1224 O O +) 1224,1225 O O +. 1225,1226 O O + +The 1227,1230 O O +use 1231,1234 O O +of 1235,1237 O O +low 1238,1241 O B-Material +beam 1242,1246 O I-Material +energies 1247,1255 O I-Material +also 1256,1260 O O +limits 1261,1267 O O +the 1268,1271 O O +interaction 1272,1283 O B-Process +volume 1284,1290 O I-Process +, 1290,1291 O O +enhancing 1292,1301 O B-Process +axial 1302,1307 O I-Process +resolution 1308,1318 O I-Process +( 1319,1320 O O +Hennig 1320,1326 O O +and 1327,1330 O O +Denk 1331,1335 O O +, 1335,1336 O O +2007 1337,1341 O O +) 1341,1342 O O +. 1342,1343 O O + +In 1344,1346 O O +this 1347,1351 O O +review 1352,1358 O O +, 1358,1359 O O +volume 1360,1366 O B-Task +imaging 1367,1374 O I-Task +in 1375,1377 O O +both 1378,1382 O O +transmission 1383,1395 O B-Process +and 1396,1399 O I-Process +scanning 1400,1408 O I-Process +EMs 1409,1412 O I-Process +will 1413,1417 O O +be 1418,1420 O O +explored 1421,1429 O O +, 1429,1430 O O +moving 1431,1437 O O +from 1438,1442 O O +traditional 1443,1454 O B-Process +manual 1455,1461 O I-Process +techniques 1462,1472 O I-Process +, 1472,1473 O O +through 1474,1481 O O +to 1482,1484 O O +the 1485,1488 O O +latest 1489,1495 O B-Process +systems 1496,1503 O I-Process +where 1504,1509 O O +aspects 1510,1517 O O +of 1518,1520 O O +both 1521,1525 O O +sample 1526,1532 O B-Task +preparation 1533,1544 O I-Task +and 1545,1548 O O +imaging 1549,1556 O B-Task +have 1557,1561 O O +been 1562,1566 O O +automated 1567,1576 O O +. 1576,1577 O O + + +-DOCSTART- (S1010603009002676) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +we 15,17 O O +present 18,25 O O +our 26,29 O O +experimental 30,42 O O +observations 43,55 O O +on 56,58 O O +how 59,62 O O +solvents 63,71 O O +can 72,75 O O +vary 76,80 O O +the 81,84 O O +TPA 85,88 O O +and 89,92 O O +TPF 93,96 O O +properties 97,107 O O +of 108,110 O O +fluorescent 111,122 O O +rhodamine 123,132 O O + +( 133,134 O O +Rh 134,136 O O +) 136,137 O O +dyes 138,142 O O +Rh6 143,146 O B-Material +G 146,147 O I-Material +, 147,148 O O +RhB 149,152 O B-Material +and 153,156 O O +Rh101 157,162 O B-Material +. 162,163 O O + +Rhodamines 164,174 O B-Material +are 175,178 O O +well 179,183 O O +- 183,184 O O +known 184,189 O O +xanthenes 190,199 O B-Material +dyes 200,204 O I-Material +, 204,205 O O +which 206,211 O O +have 212,216 O O +been 217,221 O O +extensively 222,233 O O +used 234,238 O O +for 239,242 O O +many 243,247 O O +widespread 248,258 O O +applications 259,271 O O +in 272,274 O O +single 275,281 O B-Process +- 281,282 O I-Process +molecule 282,290 O I-Process +detection 291,300 O I-Process +[ 301,302 O O +24 302,304 O O +] 304,305 O O +, 305,306 O O +DNA 307,310 O B-Process +- 310,311 O I-Process +sequence 311,319 O I-Process +determination 320,333 O I-Process +[ 334,335 O O +25 335,337 O O +] 337,338 O O +, 338,339 O O +fluorescence 340,352 O B-Process +labelling 353,362 O I-Process +[ 363,364 O O +26 364,366 O O +] 366,367 O O +, 367,368 O O +etc 369,372 O O +. 372,373 O O +due 374,377 O O +to 378,380 O O +their 381,386 O O +strong 387,393 O O +fluorescence 394,406 O B-Process +over 407,411 O O +the 412,415 O O +visible 416,423 O O +spectral 424,432 O O +region 433,439 O O +. 439,440 O O + +Molecular 441,450 O O +geometries 451,461 O O +of 462,464 O O +rhodamine 465,474 O B-Material +dyes 475,479 O I-Material +are 480,483 O O +well 484,488 O O +- 488,489 O O +known 489,494 O O +[ 495,496 O O +27,28 496,501 O O +] 501,502 O O +and 503,506 O O +indicate 507,515 O O +that 516,520 O O +all 521,524 O O +the 525,528 O O +structures 529,539 O O +are 540,543 O O +non 544,547 O O +- 547,548 O O +centrosymmetric 548,563 O O +. 563,564 O O + +In 565,567 O O +general 568,575 O O +, 575,576 O O +for 577,580 O O +centrosymmetric 581,596 O B-Material +molecules 597,606 O I-Material +, 606,607 O O +TPA 608,611 O B-Process +is 612,614 O O +forbidden 615,624 O O +when 625,629 O O +tuned 630,635 O O +to 636,638 O O +the 639,642 O O +transitions 643,654 O O +at 655,657 O O +one 658,661 O O +- 661,662 O O +half 662,666 O O +of 667,669 O O +the 670,673 O O +excitation 674,684 O O +frequencies 685,696 O O +. 696,697 O O + +However 698,705 O O +, 705,706 O O +for 707,710 O O +non 711,714 O B-Material +- 714,715 O I-Material +centrosymmetric 715,730 O I-Material +molecules 731,740 O I-Material +due 741,744 O O +to 745,747 O O +symmetry 748,756 O B-Process +relaxations 757,768 O I-Process +, 768,769 O O +the 770,773 O O +single 774,780 O B-Process +- 780,781 O I-Process +photon 781,787 O I-Process +absorption 788,798 O I-Process +( 799,800 O I-Process +SPA 800,803 O I-Process +) 803,804 O I-Process +peaks 805,810 O I-Process +and 811,814 O O +TPA 815,818 O B-Process +peaks 819,824 O I-Process +may 825,828 O O +coincide 829,837 O O +. 837,838 O O + +So 839,841 O O +we 842,844 O O +set 845,848 O O +our 849,852 O O +primary 853,860 O O +aim 861,864 O O +to 865,867 O O +find 868,872 O O +the 873,876 O O +effect 877,883 O O +of 884,886 O O +solvent 887,894 O O +polarity 895,903 O O +on 904,906 O O +the 907,910 O O +correlation 911,922 O O +of 923,925 O O +SPA 926,929 O B-Process +and 930,933 O O +TPA 934,937 O B-Process +peaks 938,943 O O +for 944,947 O O +all 948,951 O O +the 952,955 O O +dyes 956,960 O B-Material +. 960,961 O O + + +-DOCSTART- (S1010603013001809) + +The 0,3 O O +other 4,9 O O +methods 10,17 O O +for 18,21 O O +enhancement 22,33 O B-Task +of 34,36 O I-Task +photocatalytic 37,51 O I-Task +activity 52,60 O I-Task +are 61,64 O O +grafting 65,73 O O +co 74,76 O B-Material +- 76,77 O I-Material +catalysts 77,86 O I-Material +. 86,87 O O + +There 88,93 O O +are 94,97 O O +two 98,101 O O +kinds 102,107 O O +of 108,110 O O +co 111,113 O B-Material +- 113,114 O I-Material +catalysts 114,123 O I-Material +in 124,126 O O +terms 127,132 O O +of 133,135 O O +its 136,139 O O +function 140,148 O O +: 148,149 O O +one 150,153 O O +is 154,156 O O +for 157,160 O O +separation 161,171 O B-Process +of 172,174 O I-Process +electrons 175,184 O I-Process +and 185,188 O O +the 189,192 O O +other 193,198 O O +is 199,201 O O +for 202,205 O O +separation 206,216 O B-Process +of 217,219 O I-Process +holes 220,225 O I-Process +. 225,226 O O + +The 227,230 O O +former 231,237 O O +representative 238,252 O O +co 253,255 O B-Material +- 255,256 O I-Material +catalysts 256,265 O I-Material +are 266,269 O O +Pt 270,272 O B-Material +, 272,273 O O +Fe3 274,277 O B-Material ++ 277,278 O I-Material +, 278,279 O O +and 280,283 O O +Cu2 284,287 O B-Material ++ 287,288 O I-Material +[ 289,290 O O +9–12 290,294 O O +] 294,295 O O +. 295,296 O O + +It 297,299 O O +was 300,303 O O +reported 304,312 O O +that 313,317 O O +Fe3 318,321 O B-Material ++ 321,322 O I-Material +and 323,326 O O +Cu2 327,330 O O + ++ 330,331 O O +were 332,336 O O +grafted 337,344 O O +as 345,347 O O +amorphous 348,357 O B-Material +oxide 358,363 O I-Material +cluster 364,371 O I-Material +[ 372,373 O O +9,10 373,377 O O +] 377,378 O O +, 378,379 O O +and 380,383 O O +reduced 384,391 O O +into 392,396 O O +Fe2 397,400 O B-Material ++ 400,401 O I-Material +and 402,405 O O +Cu+ 406,409 O B-Material +by 410,412 O O +receiving 413,422 O O +one 423,426 O O +electron 427,435 O B-Material +, 435,436 O O +respectively 437,449 O O +[ 450,451 O O +11,12 451,456 O O +] 456,457 O O +. 457,458 O O + +The 459,462 O O +reduced 463,470 O B-Material +metal 471,476 O I-Material +oxide 477,482 O I-Material +cluster 483,490 O I-Material +with 491,495 O O +reduced 496,503 O B-Material +ions 504,508 O I-Material +could 509,514 O O +return 515,521 O O +into 522,526 O O +the 527,530 O O +original 531,539 O O +state 540,545 O O +by 546,548 O O +giving 549,555 O O +more 556,560 O O +than 561,565 O O +one 566,569 O O +electron 570,578 O B-Material +to 579,581 O O +molecular 582,591 O O +oxygen 592,598 O B-Material +. 598,599 O O + +The 600,603 O O +latter 604,610 O O +ones 611,615 O O +are 616,619 O O +CoOx 620,624 O B-Material +, 624,625 O O +CoPi 626,630 O B-Material +( 631,632 O O +CoPOx 632,637 O B-Material +) 637,638 O O +, 638,639 O O +IrOx 640,644 O B-Material +, 644,645 O O +and 646,649 O O +RuOx 650,654 O B-Material +which 655,660 O O +are 661,664 O O +used 665,669 O O +for 670,673 O O +water 674,679 O B-Process +oxidation 680,689 O I-Process +, 689,690 O O +among 691,696 O O +which 697,702 O O +CoPi 703,707 O B-Material +is 708,710 O O +reported 711,719 O O +to 720,722 O O +be 723,725 O O +the 726,729 O O +most 730,734 O O +effective 735,744 O O +co 745,747 O B-Material +- 747,748 O I-Material +catalyst 748,756 O I-Material +for 757,760 O O +water 761,766 O B-Process +oxidation 767,776 O I-Process +[ 777,778 O O +13 778,780 O O +] 780,781 O O +. 781,782 O O + +However 783,790 O O +, 790,791 O O +there 792,797 O O +were 798,802 O O +few 803,806 O O +reports 807,814 O O +concerning 815,825 O O +co 826,828 O B-Process +- 828,829 O I-Process +grafting 829,837 O I-Process +effects 838,845 O O +on 846,848 O O +photocatalytic 849,863 O B-Process +activity 864,872 O I-Process +especially 873,883 O O +in 884,886 O O +gaseous 887,894 O B-Process +phase 895,900 O I-Process +. 900,901 O O + +We 902,904 O O +expected 905,913 O O +that 914,918 O O +by 919,921 O O +co 922,924 O B-Process +- 924,925 O I-Process +grafting 925,933 O I-Process +of 934,936 O O +both 937,941 O O +co 942,944 O B-Material +- 944,945 O I-Material +catalysts 945,954 O I-Material +for 955,958 O O +separations 959,970 O O +of 971,973 O O +electrons 974,983 O B-Material +and 984,987 O O +holes 988,993 O B-Material +, 993,994 O O +photocatalytic 995,1009 O B-Process +activity 1010,1018 O I-Process +in 1019,1021 O O +gaseous 1022,1029 O B-Process +phase 1030,1035 O I-Process +would 1036,1041 O O +be 1042,1044 O O +further 1045,1052 O O +enhanced 1053,1061 O O +. 1061,1062 O O + +Moreover 1063,1071 O O +, 1071,1072 O O +complex 1073,1080 O O +of 1081,1083 O O +BiVO4 1084,1089 O B-Material +with 1090,1094 O O +the 1095,1098 O O +other 1099,1104 O O +materials 1105,1114 O O +of 1115,1117 O O +p 1118,1119 O B-Material +- 1119,1120 O I-Material +type 1120,1124 O I-Material +semiconductor 1125,1138 O I-Material +is 1139,1141 O O +also 1142,1146 O O +effective 1147,1156 O O +for 1157,1160 O O +enhancing 1161,1170 O O +photocatalytic 1171,1185 O B-Process +activity 1186,1194 O I-Process +. 1194,1195 O O + + +-DOCSTART- (S107158191630074X) + +An 0,2 O O +obvious 3,10 O O +metric 11,17 O O +to 18,20 O O +measure 21,28 O O +the 29,32 O O +monitoring 33,43 O O +performance 44,55 O O +between 56,63 O O +the 64,67 O O +different 68,77 O O +conditions 78,88 O O +would 89,94 O O +be 95,97 O O +to 98,100 O O +compare 101,108 O B-Task +how 109,112 O I-Task +many 113,117 O I-Task +clicks 118,124 O I-Task +the 125,128 O I-Task +users 129,134 O I-Task +made 135,139 O I-Task +in 140,142 O I-Task +average 143,150 O I-Task +for 151,154 O I-Task +each 155,159 O I-Task +condition 160,169 O I-Task +. 169,170 O O + +Furthermore 171,182 O O +of 183,185 O O +interest 186,194 O O +are 195,198 O O +the 199,202 O O +buffer 203,209 O B-Material +values 210,216 O O +of 217,219 O O +the 220,223 O O +respective 224,234 O O +buffers 235,242 O B-Material +at 243,245 O O +the 246,249 O O +time 250,254 O O +of 255,257 O O +the 258,261 O O +user 262,266 O O +'s 266,268 O O +interaction 269,280 O O +with 281,285 O O +the 286,289 O O +simulation 290,300 O B-Process +( 301,302 O O +e.g. 302,306 O O +, 306,307 O O +the 308,311 O O +input 312,317 O B-Material +buffer 318,324 O I-Material +of 325,327 O O +a 328,329 O O +certain 330,337 O O +machine 338,345 O O +at 346,348 O O +the 349,352 O O +time 353,357 O O +of 358,360 O O +refilling 361,370 O O +it 371,373 O O +) 373,374 O O +. 374,375 O O + +A 376,377 O O +relatively 378,388 O O +high 389,393 O O +average 394,401 O O +buffer 402,408 O O +value 409,414 O O +can 415,418 O O +e.g. 419,423 O O +signify 424,431 O O +that 432,436 O O +the 437,440 O O +users 441,446 O O +do 447,449 O O +not 450,453 O O +trust 454,459 O O +that 460,464 O O +the 465,468 O O +respective 469,479 O O +mode 480,484 O O +of 485,487 O O +process 488,495 O O +monitoring 496,506 O O +conveys 507,514 O O +the 515,518 O O +need 519,523 O O +for 524,527 O O +interaction 528,539 O O +in 540,542 O O +time 543,547 O O +, 547,548 O O +leading 549,556 O O +the 557,560 O O +users 561,566 O O +to 567,569 O O +switching 570,579 O O +their 580,585 O O +attention 586,595 O O +to 596,598 O O +the 599,602 O O +process 603,610 O O +simulation 611,621 O O +in 622,624 O O +regular 625,632 O O +intervals 633,642 O O +, 642,643 O O +and 644,647 O O +performing 648,658 O O +interactions 659,671 O O +just 672,676 O O +in 677,679 O O +case 680,684 O O +. 684,685 O O + +A 686,687 O O +low 688,691 O O +average 692,699 O O +buffer 700,706 O B-Material +can 707,710 O O +, 710,711 O O +on 712,714 O O +the 715,718 O O +other 719,724 O O +hand 725,729 O O +, 729,730 O O +signify 731,738 O O +that 739,743 O O +the 744,747 O O +users 748,753 O O +rely 754,758 O O +on 759,761 O O +the 762,765 O O +respective 766,776 O O +conditions’ 777,788 O O +ability 789,796 O O +to 797,799 O O +signal 800,806 O O +interaction 807,818 O O +needs 819,824 O O +. 824,825 O O + +On 826,828 O O +the 829,832 O O +other 833,838 O O +hand 839,843 O O +, 843,844 O O +if 845,847 O O +e.g. 848,852 O O +an 853,855 O O +input 856,861 O O +buffer 862,868 O B-Material +had 869,872 O O +already 873,880 O O +been 881,885 O O +completely 886,896 O O +depleted 897,905 O O +at 906,908 O O +the 909,912 O O +time 913,917 O O +of 918,920 O O +intervention 921,933 O O +, 933,934 O O +this 935,939 O O +may 940,943 O O +signify 944,951 O O +that 952,956 O O +the 957,960 O O +respective 961,971 O O +condition 972,981 O O +has 982,985 O O +failed 986,992 O O +to 993,995 O O +inform 996,1002 O O +the 1003,1006 O O +users 1007,1012 O O +in 1013,1015 O O +time 1016,1020 O O +. 1020,1021 O O + +In 1022,1024 O O +many 1025,1029 O O +cases 1030,1035 O O +, 1035,1036 O O +participants 1037,1049 O O +used 1050,1054 O O +double 1055,1061 O O +clicks 1062,1068 O O +for 1069,1072 O O +their 1073,1078 O O +interactions 1079,1091 O O +, 1091,1092 O O +while 1093,1098 O O +a 1099,1100 O O +single 1101,1107 O O +click 1108,1113 O O +would 1114,1119 O O +have 1120,1124 O O +been 1125,1129 O O +sufficient 1130,1140 O O +, 1140,1141 O O +a 1142,1143 O O +fact 1144,1148 O O +that 1149,1153 O O +was 1154,1157 O O +perhaps 1158,1165 O O +not 1166,1169 O O +communicated 1170,1182 O O +clearly 1183,1190 O O +enough 1191,1197 O O +to 1198,1200 O O +the 1201,1204 O O +participants 1205,1217 O O +. 1217,1218 O O + +Therefore 1219,1228 O O +, 1228,1229 O O +if 1230,1232 O O +several 1233,1240 O O +clicks 1241,1247 O O +were 1248,1252 O O +performed 1253,1262 O O +directly 1263,1271 O O +one 1272,1275 O O +after 1276,1281 O O +another 1282,1289 O O +, 1289,1290 O O +only 1291,1295 O O +the 1296,1299 O O +first 1300,1305 O O +click 1306,1311 O O +was 1312,1315 O O +taken 1316,1321 O O +into 1322,1326 O O +account 1327,1334 O O +. 1334,1335 O O + + +-DOCSTART- (S1359646214000165) + +The 0,3 O O +first 4,9 O B-Task +- 9,10 O I-Task +principles 10,20 O I-Task +calculations 21,33 O I-Task +are 34,37 O O +performed 38,47 O O +using 48,53 O O +the 54,57 O O +Cambridge 58,67 O B-Material +Serial 68,74 O I-Material +Total 75,80 O I-Material +Energy 81,87 O I-Material +Package 88,95 O I-Material +( 96,97 O O +CASTEP 97,103 O B-Material +) 103,104 O O +[ 105,106 O O +21 106,108 O O +] 108,109 O O +which 110,115 O O +implements 116,126 O O +the 127,130 O O +plane 131,136 O B-Process +- 136,137 O I-Process +wave 137,141 O I-Process +pseudopotential 142,157 O I-Process +DFT 158,161 O I-Process +method 162,168 O I-Process +. 168,169 O O + +The 170,173 O O +exchange 174,182 O B-Process +correlation 183,194 O I-Process +functional 195,205 O I-Process +is 206,208 O O +approximated 209,221 O O +using 222,227 O O +the 228,231 O O +generalized 232,243 O B-Process +gradient 244,252 O I-Process +approximation 253,266 O I-Process +( 267,268 O O +PBE 268,271 O B-Process +- 271,272 O I-Process +GGA 272,275 O I-Process +) 275,276 O O + +[ 277,278 O O +22 278,280 O O +] 280,281 O O +, 281,282 O O +and 283,286 O O +the 287,290 O O +electron 291,299 O B-Process +– 299,300 O I-Process +ion 300,303 O I-Process +interactions 304,316 O I-Process +are 317,320 O O +described 321,330 O O +by 331,333 O O +Vanderbilt 334,344 O B-Process +- 344,345 O I-Process +type 345,349 O I-Process +ultrasoft 350,359 O I-Process +pseudopotentials 360,376 O I-Process +[ 377,378 O O +23 378,380 O O +] 380,381 O O +. 381,382 O O + +The 383,386 O O +plane 387,392 O B-Material +wave 393,397 O I-Material +basis 398,403 O O +set 404,407 O O +is 408,410 O O +truncated 411,420 O O +at 421,423 O O +a 424,425 O O +cutoff 426,432 O O +of 433,435 O O +400eV 436,441 O O +, 441,442 O O +and 443,446 O O +the 447,450 O O +Brillouin 451,460 O B-Process +- 460,461 O I-Process +zone 461,465 O I-Process +sampling 466,474 O I-Process +was 475,478 O O +performed 479,488 O O +using 489,494 O O +the 495,498 O O +Monkhorst 499,508 O B-Process +- 508,509 O I-Process +Pack 509,513 O I-Process +scheme 514,520 O I-Process +with 521,525 O O +a 526,527 O O +k 528,529 O B-Process +- 529,530 O I-Process +point 530,535 O I-Process +spacing 536,543 O I-Process +in 544,546 O O +reciprocal 547,557 O O +space 558,563 O O +of 564,566 O O +0.04Å−1 567,574 O O +. 574,575 O O + +Tests 576,581 O O +show 582,586 O O +that 587,591 O O +these 592,597 O O +computational 598,611 O O +parameters 612,622 O O +give 623,627 O O +results 628,635 O O +that 636,640 O O +are 641,644 O O +sufficiently 645,657 O O +accurate 658,666 O O +for 667,670 O O +present 671,678 O O +purposes 679,687 O O +. 687,688 O O + +The 689,692 O O +ferromagnetism 693,707 O B-Process +of 708,710 O O +nickel 711,717 O B-Material +is 718,720 O O +accounted 721,730 O O +for 731,734 O O +by 735,737 O O +performing 738,748 O O +all 749,752 O O +calculations 753,765 O O +using 766,771 O O +spin 772,776 O B-Process +polarization 777,789 O I-Process +, 789,790 O O +starting 791,799 O O +at 800,802 O O +a 803,804 O O +ferromagnetic 805,818 O O +initial 819,826 O O +configuration 827,840 O O +and 841,844 O O +relaxing 845,853 O O +towards 854,861 O O +its 862,865 O O +ground 866,872 O O +state 873,878 O O +. 878,879 O O + +However 880,887 O O +, 887,888 O O +for 889,892 O O +all 893,896 O O +compositions 897,909 O O +considered 910,920 O O +, 920,921 O O +the 922,925 O O +ground 926,932 O O +state 933,938 O O +electronic 939,949 O O +structure 950,959 O O +of 960,962 O O +each 963,967 O O +alloy 968,973 O B-Material +is 974,976 O O +found 977,982 O O +to 983,985 O O +exhibit 986,993 O O +only 994,998 O O +very 999,1003 O O +weak 1004,1008 O O +ferromagnetism 1009,1023 O B-Process +, 1023,1024 O O +and 1025,1028 O O +the 1029,1032 O O +effect 1033,1039 O O +is 1040,1042 O O +not 1043,1046 O O +thought 1047,1054 O O +to 1055,1057 O O +influence 1058,1067 O O +their 1068,1073 O O +phase 1074,1079 O O +stability 1080,1089 O O +. 1089,1090 O O + +Table 1091,1096 O O +1 1097,1098 O O +shows 1099,1104 O O +the 1105,1108 O O +calculated 1109,1119 O O +equilibrium 1120,1131 O O +lattice 1132,1139 O O +constants 1140,1149 O O +of 1150,1152 O O +the 1153,1156 O O +η 1157,1158 O O +phase 1159,1164 O O +at 1165,1167 O O +various 1168,1175 O O +Ti 1176,1178 O B-Material +concentrations 1179,1193 O O +, 1193,1194 O O +using 1195,1200 O O +partially 1201,1210 O O +ordered 1211,1218 O O +ηP 1219,1221 O B-Material +structures 1222,1232 O I-Material +. 1232,1233 O O + +The 1234,1237 O O +change 1238,1244 O O +in 1245,1247 O O +lattice 1248,1255 O O +constant 1256,1264 O O +upon 1265,1269 O O +Ti 1270,1272 O B-Process +alloying 1273,1281 O I-Process +is 1282,1284 O O +relatively 1285,1295 O O +small 1296,1301 O O +, 1301,1302 O O +but 1303,1306 O O +can 1307,1310 O O +be 1311,1313 O O +related 1314,1321 O O +to 1322,1324 O O +the 1325,1328 O O +∼10 1329,1332 O O +% 1332,1333 O O +larger 1334,1340 O O +covalent 1341,1349 O O +radius 1350,1356 O O +of 1357,1359 O O +Ti 1360,1362 O B-Material +. 1362,1363 O O + +The 1364,1367 O O +calculated 1368,1378 O O +lattice 1379,1386 O O +constants 1387,1396 O O +are 1397,1400 O O +in 1401,1403 O O +good 1404,1408 O O +agreement 1409,1418 O O +with 1419,1423 O O +the 1424,1427 O O +experimental 1428,1440 O O +values 1441,1447 O O +, 1447,1448 O O +which 1449,1454 O O +relate 1455,1461 O O +to 1462,1464 O O +an 1465,1467 O O +alloy 1468,1473 O B-Material +with 1474,1478 O O +a 1479,1480 O O +Al 1481,1483 O B-Material +/ 1483,1484 O O +Ti 1484,1486 O B-Material +ratio 1487,1492 O O +of 1493,1495 O O +∼2.75 1496,1501 O O +. 1501,1502 O O + + +-DOCSTART- (S1364815216302122) + +When 0,4 O O +we 5,7 O O +formulate 8,17 O O +the 18,21 O O +downscaling 22,33 O O +problem 34,41 O O +as 42,44 O O +a 45,46 O O +multi 47,52 O B-Process +- 52,53 O I-Process +objective 53,62 O I-Process +optimization 63,75 O I-Process +problem 76,83 O O +, 83,84 O O +we 85,87 O O +face 88,92 O O +, 92,93 O O +however 94,101 O O +, 101,102 O O +the 103,106 O O +following 107,116 O O +problems 117,125 O O +. 125,126 O O + +Minimizing 127,137 O O +the 138,141 O O +sum 142,145 O O +of 146,148 O O +different 149,158 O O +objectives 159,169 O O +is 170,172 O O +problematic 173,184 O O +, 184,185 O O +since 186,191 O O +they 192,196 O O +may 197,200 O O +have 201,205 O O +different 206,215 O O +units 216,221 O O +and 222,225 O O +ranges 226,232 O O +. 232,233 O O + +Even 234,238 O O +with 239,243 O O +an 244,246 O O +appropriate 247,258 O O +scaling 259,266 O B-Process +procedure 267,276 O I-Process +there 277,282 O O +is 283,285 O O +a 286,287 O O +risk 288,292 O O +of 293,295 O O +treating 296,304 O O +the 305,308 O O +objectives 309,319 O O +unequally 320,329 O O +or 330,332 O O +getting 333,340 O O +trapped 341,348 O O +in 349,351 O O +a 352,353 O O +local 354,359 O O +minimum 360,367 O O +. 367,368 O O + +Firstly 369,376 O O +, 376,377 O O +we 378,380 O O +can 381,384 O O +never 385,390 O O +know 391,395 O O +, 395,396 O O +what 397,401 O O +is 402,404 O O +the 405,408 O O +minimum 409,416 O O +value 417,422 O O +of 423,425 O O +each 426,430 O O +objective 431,440 O O +that 441,445 O O +can 446,449 O O +be 450,452 O O +achieved 453,461 O O +by 462,464 O O +the 465,468 O O +regression 469,479 O B-Process +. 479,480 O O + +Thus 481,485 O O +, 485,486 O O +designing 487,496 O O +an 497,499 O O +appropriate 500,511 O O +scaling 512,519 O B-Process +procedure 520,529 O I-Process +is 530,532 O O +difficult 533,542 O O +and 543,546 O O +one 547,550 O O +would 551,556 O O +need 557,561 O O +to 562,564 O O +decide 565,571 O O +on 572,574 O O +the 575,578 O O +relative 579,587 O O +importance 588,598 O O +of 599,601 O O +the 602,605 O O +different 606,615 O O +objectives 616,626 O O +in 627,629 O O +advance 630,637 O O +. 637,638 O O + +Secondly 639,647 O O +, 647,648 O O +adding 649,655 O O +multiple 656,664 O O +, 664,665 O O +conflicting 666,677 O O +objectives 678,688 O O +very 689,693 O O +likely 694,700 O O +results 701,708 O O +in 709,711 O O +a 712,713 O O +fitness 714,721 O O +function 722,730 O O +with 731,735 O O +multiple 736,744 O O +local 745,750 O O +minima 751,757 O O +, 757,758 O O +which 759,764 O O +makes 765,770 O O +optimization 771,783 O B-Process +more 784,788 O O +difficult 789,798 O O +. 798,799 O O + +To 800,802 O O +avoid 803,808 O O +these 809,814 O O +problems 815,823 O O +, 823,824 O O +we 825,827 O O +have 828,832 O O +implemented 833,844 O O +fitness 845,852 O O +calculation 853,864 O O +according 865,874 O O +to 875,877 O O +the 878,881 O O +Strength 882,890 O B-Process +Pareto 891,897 O I-Process +Evolutionary 898,910 O I-Process +Algorithm 911,920 O I-Process +( 921,922 O O +SPEA 922,926 O B-Process +) 926,927 O O +by 928,930 O O +Zitzler 931,938 O O +and 939,942 O O +Thiele 943,949 O O +( 950,951 O O +1999 951,955 O O +) 955,956 O O +, 956,957 O O +instead 958,965 O O +of 966,968 O O +using 969,974 O B-Process +a 975,976 O I-Process +single 977,983 O I-Process +( 984,985 O I-Process +weighted 985,993 O I-Process +) 993,994 O I-Process +fitness 995,1002 O I-Process +or 1003,1005 O I-Process +cost 1006,1010 O I-Process +function 1011,1019 O I-Process +. 1019,1020 O O + +Approaches 1021,1031 O O +for 1032,1035 O O +multi 1036,1041 O B-Process +- 1041,1042 O I-Process +objective 1042,1051 O I-Process +optimization 1052,1064 O I-Process +like 1065,1069 O O +SPEA 1070,1074 O B-Process +are 1075,1078 O O +widely 1079,1085 O O +used 1086,1090 O O +in 1091,1093 O O +evolutionary 1094,1106 O B-Task +computation 1107,1118 O I-Task +. 1118,1119 O O + +In 1120,1122 O O +SPEA 1123,1127 O B-Process +the 1128,1131 O O +fitness 1132,1139 O B-Process +calculation 1140,1151 O I-Process +during 1152,1158 O O +the 1159,1162 O O +fitting 1163,1170 O O +procedure 1171,1180 O O +is 1181,1183 O O +based 1184,1189 O O +on 1190,1192 O O +an 1193,1195 O O +intercomparison 1196,1211 O O +of 1212,1214 O O +the 1215,1218 O O +different 1219,1228 O O +models 1229,1235 O O +. 1235,1236 O O + +Further 1237,1244 O O +, 1244,1245 O O +a 1246,1247 O O +finite 1248,1254 O O +set 1255,1258 O O +of 1259,1261 O O +so 1262,1264 O O +called 1265,1271 O O +Pareto 1272,1278 O B-Process +optimal 1279,1286 O I-Process +models 1287,1293 O I-Process +( 1294,1295 O O +downscaling 1295,1306 O B-Process +rules 1307,1312 O I-Process +) 1312,1313 O O +is 1314,1316 O O +returned 1317,1325 O O +. 1325,1326 O O + + +-DOCSTART- (S1364815216302705) + +The 0,3 O O +main 4,8 O O +objective 9,18 O O +of 19,21 O O +this 22,26 O O +manuscript 27,37 O O +is 38,40 O O +to 41,43 O O +present 44,51 O B-Task +and 52,55 O I-Task +discuss 56,63 O I-Task +the 64,67 O I-Task +application 68,79 O I-Task +of 80,82 O I-Task +SLAMM 83,88 O I-Task +to 89,91 O I-Task +the 92,95 O I-Task +New 96,99 O I-Task +York 100,104 O I-Task +coast 105,110 O I-Task +. 110,111 O O + +Although 112,120 O O +the 121,124 O O +base 125,129 O O +analysis 130,138 O O +considers 139,148 O O +a 149,150 O O +range 151,156 O O +of 157,159 O O +different 160,169 O O +possible 170,178 O O +SLR 179,182 O B-Process +scenarios 183,192 O O +, 192,193 O O +the 194,197 O O +effects 198,205 O O +of 206,208 O O +various 209,216 O O +sources 217,224 O O +of 225,227 O O +uncertainties 228,241 O O +such 242,246 O O +as 247,249 O O +input 250,255 O O +parameters 256,266 O O +and 267,270 O O +driving 271,278 O O +data 279,283 O O +are 284,287 O O +not 288,291 O O +accounted 292,301 O O +for 302,305 O O +. 305,306 O O + +In 307,309 O O +addition 310,318 O O +, 318,319 O O +refined 320,327 O O +and 328,331 O O +site 332,336 O O +- 336,337 O O +specific 337,345 O O +data 346,350 O O +are 351,354 O O +often 355,360 O O +not 361,364 O O +available 365,374 O O +requiring 375,384 O O +the 385,388 O O +use 389,392 O O +of 393,395 O O +regional 396,404 O O +data 405,409 O O +collected 410,419 O O +from 420,424 O O +literature 425,435 O O +and 436,439 O O +professional 440,452 O O +judgement 453,462 O O +in 463,465 O O +order 466,471 O O +to 472,474 O O +run 475,478 O O +the 479,482 O O +model 483,488 O O +. 488,489 O O + +To 490,492 O O +ignore 493,499 O O +the 500,503 O O +effects 504,511 O O +of 512,514 O O +these 515,520 O O +uncertainties 521,534 O O +on 535,537 O O +predictions 538,549 O O +may 550,553 O O +make 554,558 O O +interpretation 559,573 O O +of 574,576 O O +the 577,580 O O +results 581,588 O O +and 589,592 O O +subsequent 593,603 O O +decision 604,612 O O +making 613,619 O O +misleading 620,630 O O +since 631,636 O O +the 637,640 O O +likelihood 641,651 O O +and 652,655 O O +probabilities 656,669 O O +of 670,672 O O +predicted 673,682 O O +outcomes 683,691 O O +would 692,697 O O +be 698,700 O O +unknown 701,708 O O +. 708,709 O O + +A 710,711 O O +unique 712,718 O O +capability 719,729 O O +of 730,732 O O +the 733,736 O O +current 737,744 O O +version 745,752 O O +of 753,755 O O +SLAMM 756,761 O B-Process +is 762,764 O O +the 765,768 O O +ability 769,776 O O +to 777,779 O O +aggregate 780,789 O O +multiple 790,798 O O +types 799,804 O O +of 805,807 O O +input 808,813 O O +- 813,814 O O +data 814,818 O O +uncertainty 819,830 O O +to 831,833 O O +create 834,840 O O +outputs 841,848 O O +accompanied 849,860 O O +by 861,863 O O +probability 864,875 O O +statements 876,886 O O +and 887,890 O O +confidence 891,901 O O +intervals 902,911 O O +. 911,912 O O + +Uncertainty 913,924 O O +in 925,927 O O +elevation 928,937 O O +data 938,942 O O +layers 943,949 O O +have 950,954 O O +been 955,959 O O +considered 960,970 O O +by 971,973 O O +several 974,981 O O +modeling 982,990 O O +groups 991,997 O O +to 998,1000 O O +various 1001,1008 O O +extents 1009,1016 O O +( 1017,1018 O O +Gesch 1018,1023 O O +, 1023,1024 O O +2009 1025,1029 O O +; 1029,1030 O O +Gilmer 1031,1037 O O +and 1038,1041 O O +Ferdaña 1042,1049 O O +, 1049,1050 O O +2012 1051,1055 O O +; 1055,1056 O O + +Schmid 1057,1063 O O +et 1064,1066 O O +al 1067,1069 O O +. 1069,1070 O O +, 1070,1071 O O +2014 1072,1076 O O +) 1076,1077 O O +. 1077,1078 O O + +However 1079,1086 O O +, 1086,1087 O O +to 1088,1090 O O +the 1091,1094 O O +best 1095,1099 O O +of 1100,1102 O O +our 1103,1106 O O +knowledge 1107,1116 O O +, 1116,1117 O O +no 1118,1120 O O +other 1121,1126 O O +marsh 1127,1132 O B-Material +migration 1133,1142 O I-Material +model 1143,1148 O I-Material +simultaneously 1149,1163 O O +accounts 1164,1172 O O +for 1173,1176 O O +the 1177,1180 O O +combined 1181,1189 O O +effects 1190,1197 O O +of 1198,1200 O O +uncertainty 1201,1212 O O +in 1213,1215 O O +spatial 1216,1223 O B-Process +inputs 1224,1230 O I-Process +( 1231,1232 O O +DEM 1232,1235 O B-Process +, 1235,1236 O O +VDATUM 1237,1243 O B-Process +, 1243,1244 O O +etc 1245,1248 O O +. 1248,1249 O O +) 1249,1250 O O + +and 1251,1254 O O +parameter 1255,1264 O B-Process +choices 1265,1272 O I-Process +( 1273,1274 O O +accretion 1274,1283 O B-Process +rates 1284,1289 O I-Process +, 1289,1290 O O +tide 1291,1295 O B-Process +ranges 1296,1302 O I-Process +, 1302,1303 O O +etc 1304,1307 O O +. 1307,1308 O O +) 1308,1309 O O + +on 1310,1312 O O +landcover 1313,1322 O B-Process +projections 1323,1334 O I-Process +. 1334,1335 O O + +This 1336,1340 O O +added 1341,1346 O O +feature 1347,1354 O O +of 1355,1357 O O +SLAMM 1358,1363 O B-Process +allows 1364,1370 O O +results 1371,1378 O O +to 1379,1381 O O +be 1382,1384 O O +evaluated 1385,1394 O O +in 1395,1397 O O +terms 1398,1403 O O +of 1404,1406 O O +their 1407,1412 O O +likelihood 1413,1423 O O +of 1424,1426 O O +occurrence 1427,1437 O O +with 1438,1442 O O +respect 1443,1450 O O +to 1451,1453 O O +input 1454,1459 O O +- 1459,1460 O O +data 1460,1464 O O +and 1465,1468 O O +parameter 1469,1478 O O +uncertainties 1479,1492 O O +. 1492,1493 O O + +Further 1494,1501 O O +, 1501,1502 O O +by 1503,1505 O O +assigning 1506,1515 O O +wide 1516,1520 O O +ranges 1521,1527 O O +of 1528,1530 O O +uncertainty 1531,1542 O O +when 1543,1547 O O +appropriate 1548,1559 O O +, 1559,1560 O O +it 1561,1563 O O +permits 1564,1571 O O +the 1572,1575 O O +production 1576,1586 O O +of 1587,1589 O O +meaningful 1590,1600 O O +projections 1601,1612 O O +in 1613,1615 O O +areas 1616,1621 O O +where 1622,1627 O O +high 1628,1632 O B-Material +- 1632,1633 O I-Material +quality 1633,1640 O I-Material +local 1641,1646 O I-Material +data 1647,1651 O I-Material +are 1652,1655 O O +not 1656,1659 O O +available 1660,1669 O O +. 1669,1670 O O + + +-DOCSTART- (S136481521630305X) + +Using 0,5 O O +measured 6,14 O O +data 15,19 O O +from 20,24 O O +two 25,28 O O +arable 29,35 O O +sites 36,41 O O +in 42,44 O O +the 45,48 O O +UK 49,51 O O +we 52,54 O O +have 55,59 O O +shown 60,65 O O +that 66,70 O O +lags 71,75 O O +can 76,79 O O +have 80,84 O O +significant 85,96 O O +impact 97,103 O O +on 104,106 O O +model 107,112 O B-Task +evaluation 113,123 O I-Task +and 124,127 O O +can 128,131 O O +affect 132,138 O O +both 139,143 O O +the 144,147 O O +level 148,153 O O +of 154,156 O O +correlation 157,168 O O +between 169,176 O O +measured 177,185 O O +and 186,189 O O +simulated 190,199 O O +data 200,204 O O +and 205,208 O O +the 209,212 O O +magnitude 213,222 O O +of 223,225 O O +the 226,229 O O +sums 230,234 O O +of 235,237 O O +the 238,241 O O +residuals 242,251 O O +. 251,252 O O + +Also 253,257 O O +, 257,258 O O +we 259,261 O O +used 262,266 O O +the 267,270 O O +division 271,279 O O +of 280,282 O O +MSE 283,286 O B-Process +to 287,289 O O +three 290,295 O O +constituent 296,307 O B-Process +statistics 308,318 O I-Process +( 319,320 O O +SB 320,322 O B-Process +, 322,323 O O +SDSD 324,328 O B-Process +and 329,332 O O +LCS 333,336 O B-Process +) 336,337 O O +to 338,340 O O +show 341,345 O O +how 346,349 O O +the 350,353 O O +level 354,359 O O +of 360,362 O O +correlation 363,374 O O +can 375,378 O O +affect 379,385 O O +the 386,389 O O +sum 390,393 O O +of 394,396 O O +residuals 397,406 O O +. 406,407 O O + +By 408,410 O O +dividing 411,419 O O +the 420,423 O O +algorithm 424,433 O O +- 433,434 O O +predicted 434,443 O O +series 444,450 O O +of 451,453 O O +lag 454,457 O O +values 458,464 O O +into 465,469 O O +monthly 470,477 O O +sets 478,482 O O +and 483,486 O O +examining 487,496 O O +the 497,500 O O +frequency 501,510 O O +distribution 511,523 O O +of 524,526 O O +the 527,530 O O +lags 531,535 O O +, 535,536 O O +certain 537,544 O O +patterns 545,553 O O +in 554,556 O O +these 557,562 O O +temporally 563,573 O O +patchy 574,580 O O +series 581,587 O O +have 588,592 O O +been 593,597 O O +identified 598,608 O O +. 608,609 O O + +A 610,611 O O +challenging 612,623 O O +task 624,628 O O +in 629,631 O O +relation 632,640 O O +to 641,643 O O +time 644,648 O O +lags 649,653 O O +between 654,661 O O +observed 662,670 O O +and 671,674 O O +simulated 675,684 O O +daily 685,690 O O +data 691,695 O O +, 695,696 O O +is 697,699 O O +to 700,702 O O +determine 703,712 O O +their 713,718 O O +cause 719,724 O O +. 724,725 O O + +This 726,730 O O +task 731,735 O O +becomes 736,743 O O +more 744,748 O O +difficult 749,758 O O +for 759,762 O O +model 763,768 O O +outputs 769,776 O O +such 777,781 O O +as 782,784 O O +soil 785,789 O O +N2O 790,793 O B-Material +emissions 794,803 O I-Material +that 804,808 O O +are 809,812 O O +driven 813,819 O O +by 820,822 O O +various 823,830 O O +interacting 831,842 O O +variables 843,852 O O +. 852,853 O O + +Even 854,858 O O +more 859,863 O O +so 864,866 O O +, 866,867 O O +because 868,875 O O +the 876,879 O O +measured 880,888 O O +N2O 889,892 O B-Material +datasets 893,901 O I-Material +and 902,905 O O +the 906,909 O O +measured 910,918 O O +datasets 919,927 O O +of 928,930 O O +their 931,936 O O +drivers 937,944 O O +( 945,946 O O +e.g. 946,950 O O +soil 951,955 O O +moisture 956,964 O O +, 964,965 O O +soil 966,970 O O +N 971,972 O O +content 973,980 O O +) 980,981 O O +cover 982,987 O O +small 988,993 O O +time 994,998 O O +periods 999,1006 O O +, 1006,1007 O O +they 1008,1012 O O +are 1013,1016 O O +not 1017,1020 O O +continuous 1021,1031 O O +and 1032,1035 O O +can 1036,1039 O O +vary 1040,1044 O O +widely 1045,1051 O O +in 1052,1054 O O +size 1055,1059 O O +. 1059,1060 O O + +In 1061,1063 O O +this 1064,1068 O O +study 1069,1074 O O +we 1075,1077 O O +implemented 1078,1089 O O +the 1090,1093 O O +algorithm 1094,1103 O O +using 1104,1109 O O +measured 1110,1118 O B-Material +and 1119,1122 O I-Material +simulated 1123,1132 O I-Material +data 1133,1137 O I-Material +for 1138,1141 O I-Material +soil 1142,1146 O I-Material +moisture 1147,1155 O I-Material +( 1156,1157 O O +first 1157,1162 O O +and 1163,1166 O O +second 1167,1173 O O +example 1174,1181 O O +) 1181,1182 O O +and 1183,1186 O O +soil 1187,1191 O B-Material +mineral 1192,1199 O I-Material +N 1200,1201 O I-Material +( 1202,1203 O O +second 1203,1209 O O +example 1210,1217 O O +) 1217,1218 O O +, 1218,1219 O O +and 1220,1223 O O +compared 1224,1232 O O +its 1233,1236 O O +results 1237,1244 O O +with 1245,1249 O O +the 1250,1253 O O +respective 1254,1264 O O +results 1265,1272 O O +for 1273,1276 O O +N2O. 1277,1281 O B-Material + +In 1282,1284 O O +our 1285,1288 O O +first 1289,1294 O O +example 1295,1302 O O +, 1302,1303 O O +we 1304,1306 O O +showed 1307,1313 O O +that 1314,1318 O O +the 1319,1322 O O +estimated 1323,1332 O O +lags 1333,1337 O O +in 1338,1340 O O +N2O 1341,1344 O B-Task +prediction 1345,1355 O I-Task +are 1356,1359 O O +related 1360,1367 O O +to 1368,1370 O O +the 1371,1374 O O +lags 1375,1379 O O +in 1380,1382 O O +soil 1383,1387 O B-Task +moisture 1388,1396 O I-Task +prediction 1397,1407 O I-Task +in 1408,1410 O O +a 1411,1412 O O +way 1413,1416 O O +that 1417,1421 O O +changes 1422,1429 O O +gradually 1430,1439 O O +through 1440,1447 O O +time 1448,1452 O O +. 1452,1453 O O + +In 1454,1456 O O +our 1457,1460 O O +second 1461,1467 O O +example 1468,1475 O O +, 1475,1476 O O +the 1477,1480 O O +lags 1481,1485 O O +in 1486,1488 O O +N2O 1489,1492 O B-Task +prediction 1493,1503 O I-Task +were 1504,1508 O O +explained 1509,1518 O O +by 1519,1521 O O +the 1522,1525 O O +lags 1526,1530 O O +in 1531,1533 O O +soil 1534,1538 O B-Material +moisture 1539,1547 O I-Material +and 1548,1551 O O +soil 1552,1556 O B-Task +mineral 1557,1564 O I-Task +N 1565,1566 O I-Task +prediction 1567,1577 O I-Task +, 1577,1578 O O +with 1579,1583 O O +which 1584,1589 O O +they 1590,1594 O O +had 1595,1598 O O +a 1599,1600 O O +positive 1601,1609 O O +relationship 1610,1622 O O +. 1622,1623 O O + + +-DOCSTART- (S1364815216303061) + +In 0,2 O O +representing 3,15 O B-Task +wetland 16,23 O I-Task +- 23,24 O I-Task +river 24,29 O I-Task +interactions 30,42 O I-Task +involving 43,52 O I-Task +GIWs 53,57 O I-Task +, 57,58 O O +many 59,63 O O +models 64,70 O O +assume 71,77 O O +that 78,82 O O +the 83,86 O O +wetland 87,94 O O +can 95,98 O O +discharge 99,108 O O +into 109,113 O O +a 114,115 O O +river 116,121 O O +but 122,125 O O +can 126,129 O O +not 129,132 O O +receive 133,140 O O +overbank 141,149 O O +flows 150,155 O O +from 156,160 O O +it 161,163 O O +. 163,164 O O + +In 165,167 O O +such 168,172 O O +models 173,179 O O +, 179,180 O O +the 181,184 O O +volume 185,191 O O +of 192,194 O O +water 195,200 O O +( 201,202 O O +or 202,204 O O +water 205,210 O O +level 211,216 O O +elevation 217,226 O O +) 226,227 O O +in 228,230 O O +a 231,232 O O +wetland 233,240 O O +and 241,244 O O +its 245,248 O O +corresponding 249,262 O O +threshold 263,272 O O +value 273,278 O O +( 279,280 O O +predominantly 280,293 O O +controlled 294,304 O O +by 305,307 O O +outlet 308,314 O B-Process +elevation 315,324 O I-Process +) 324,325 O O +are 326,329 O O +the 330,333 O O +prime 334,339 O O +determinants 340,352 O O +of 353,355 O O +wetland 356,363 O O +outflow 364,371 O O +( 372,373 O O +Feng 373,377 O O +et 378,380 O O +al 381,383 O O +. 383,384 O O +, 384,385 O O +2012 386,390 O O +; 390,391 O O +Hammer 392,398 O O +and 399,402 O O +Kadlec 403,409 O O +, 409,410 O O +1986 411,415 O O +; 415,416 O O +Johnson 417,424 O O +et 425,427 O O +al 428,430 O O + +. 430,431 O O +, 431,432 O O +2010 433,437 O O +; 437,438 O O + +Kadlec 439,445 O O +and 446,449 O O +Wallace 450,457 O O +, 457,458 O O +2009 459,463 O O +; 463,464 O O +Powell 465,471 O O +et 472,474 O O +al 475,477 O O +. 477,478 O O +, 478,479 O O +2008 480,484 O O +; 484,485 O O +Voldseth 486,494 O O +et 495,497 O O +al 498,500 O O +. 500,501 O O +, 501,502 O O +2007 503,507 O O +; 507,508 O O +Wen 509,512 O O +et 513,515 O O +al 516,518 O O +. 518,519 O O +, 519,520 O O +2013 521,525 O O +; 525,526 O O +Zhang 527,532 O O +and 533,536 O O +Mitsch 537,543 O O +, 543,544 O O +2005 545,549 O O +) 549,550 O O +. 550,551 O O + +However 552,559 O O +, 559,560 O O +in 561,563 O O +regions 564,571 O O +characterised 572,585 O O +by 586,588 O O +widespread 589,599 O O +riparian 600,608 O O +wetlands 609,617 O O +that 618,622 O O +are 623,626 O O +hydraulically 627,640 O O +connected 641,650 O O +with 651,655 O O +adjacent 656,664 O O +rivers 665,671 O O +, 671,672 O O +wetland 673,680 O O +- 680,681 O O +river 681,686 O O +interaction 687,698 O O +is 699,701 O O +likely 702,708 O O +to 709,711 O O +be 712,714 O O +bidirectional 715,728 O O +. 728,729 O O + +Such 730,734 O O +interactions 735,747 O B-Task +should 748,754 O I-Task +be 755,757 O I-Task +quantified 758,768 O I-Task +according 769,778 O I-Task +to 779,781 O I-Task +hydraulic 782,791 O I-Task +principles 792,802 O I-Task +involving 803,812 O O +relative 813,821 O B-Material +river 822,827 O I-Material +and 828,831 O I-Material +wetland 832,839 O I-Material +water 840,845 O I-Material +level 846,851 O I-Material +elevations 852,862 O I-Material +as 863,865 O O +well 866,870 O O +as 871,873 O O +the 874,877 O O +properties 878,888 O B-Material +of 889,891 O I-Material +the 892,895 O I-Material +connection 896,906 O I-Material +between 907,914 O I-Material +the 915,918 O I-Material +two 919,922 O I-Material +( 923,924 O O +Kouwen 924,930 O O +, 930,931 O O +2013 932,936 O O +; 936,937 O O +Liu 938,941 O O +et 942,944 O O +al 945,947 O O +. 947,948 O O + +, 948,949 O O +2008 950,954 O O +; 954,955 O O +Min 956,959 O O +et 960,962 O O +al 963,965 O O +. 965,966 O O +, 966,967 O O +2010 968,972 O O +; 972,973 O O +Nyarko 974,980 O O +, 980,981 O O +2007 982,986 O O +; 986,987 O O +Restrepo 988,996 O O +et 997,999 O O +al 1000,1002 O O +. 1002,1003 O O +, 1003,1004 O O +1998 1005,1009 O O +) 1009,1010 O O +. 1010,1011 O O + +In 1012,1014 O O +the 1015,1018 O O +WATFLOOD 1019,1027 O B-Process +model 1028,1033 O O +, 1033,1034 O O +for 1035,1038 O O +instance 1039,1047 O O +, 1047,1048 O O +riparian 1049,1057 O B-Task +wetland 1058,1065 O I-Task +- 1065,1066 O I-Task +river 1066,1071 O I-Task +interaction 1072,1083 O I-Task +is 1084,1086 O I-Task +modelled 1087,1095 O I-Task +using 1096,1101 O O +the 1102,1105 O O +principle 1106,1115 O B-Material +of 1116,1118 O I-Material +Dupuit 1119,1125 O I-Material +- 1125,1126 O I-Material +Forchheimer 1126,1137 O I-Material +lateral 1138,1145 O I-Material +/ 1145,1146 O I-Material +radial 1146,1152 O I-Material +groundwater 1153,1164 O I-Material +flow 1165,1169 O I-Material +( 1170,1171 O O +Kouwen 1171,1177 O O +, 1177,1178 O O +2013 1179,1183 O O +) 1183,1184 O O +. 1184,1185 O O + +Since 1186,1191 O O +exchange 1192,1200 O O +between 1201,1208 O O +riparian 1209,1217 O O +wetlands 1218,1226 O O +and 1227,1230 O O +rivers 1231,1237 O O +can 1238,1241 O O +occur 1242,1247 O O +over 1248,1252 O O +the 1253,1256 O O +surface 1257,1264 O O +and/or 1265,1271 O O +through 1272,1279 O O +the 1280,1283 O O +subsurface 1284,1294 O O +, 1294,1295 O O +Restrepo 1296,1304 O O +et 1305,1307 O O +al 1308,1310 O O +. 1310,1311 O O + +( 1312,1313 O O +1998 1313,1317 O O +) 1317,1318 O O +incorporated 1319,1331 O O +an 1332,1334 O O +equivalent 1335,1345 O B-Process +transmissivity 1346,1360 O I-Process +expression 1361,1371 O I-Process +, 1371,1372 O O +obtained 1373,1381 O O +for 1382,1385 O O +wetland 1386,1393 O B-Material +vegetation 1394,1404 O I-Material +and 1405,1408 O O +the 1409,1412 O O +subsurface 1413,1423 O B-Material +soil 1424,1428 O I-Material +, 1428,1429 O O +into 1430,1434 O O +the 1435,1438 O O +Darcy 1439,1444 O B-Process +flow 1445,1449 O I-Process +equation 1450,1458 O I-Process +of 1459,1461 O O +the 1462,1465 O O +MODFLOW 1466,1473 O B-Process +model 1474,1479 O O +. 1479,1480 O O + + +-DOCSTART- (S1364815216303243) + +Typical 0,7 O O +physically 8,18 O B-Process +- 18,19 O I-Process +based 19,24 O I-Process +2D 25,27 O I-Process +flood 28,33 O I-Process +models 34,40 O I-Process +solve 41,46 O B-Task +the 47,50 O I-Task +Shallow 51,58 O I-Task +Water 59,64 O I-Task +Equations 65,74 O I-Task +( 75,76 O I-Task +SWEs 76,80 O I-Task +) 80,81 O I-Task +, 81,82 O O +requiring 83,92 O O +high 93,97 O O +computational 98,111 O O +resources 112,121 O O +. 121,122 O O + +Many 123,127 O O +of 128,130 O O +these 131,136 O O +models 137,143 O O +have 144,148 O O +been 149,153 O O +developed 154,163 O O +to 164,166 O O +obtain 167,173 O O +better 174,180 O O +performance 181,192 O O +, 192,193 O O +while 194,199 O O +maintaining 200,211 O O +the 212,215 O O +required 216,224 O O +accuracy 225,233 O O +, 233,234 O O +by 235,237 O O +reducing 238,246 O B-Process +the 247,250 O I-Process +complexity 251,261 O I-Process +of 262,264 O I-Process +the 265,268 O I-Process +SWEs 269,273 O I-Process +. 273,274 O O + +This 275,279 O O +reduction 280,289 O O +is 290,292 O O +usually 293,300 O O +achieved 301,309 O O +by 310,312 O O +approximating 313,326 O O +or 327,329 O O +neglecting 330,340 O O +less 341,345 O O +significant 346,357 O O +terms 358,363 O O +of 364,366 O O +the 367,370 O O +equations 371,380 O O +( 381,382 O O +Hunter 382,388 O O +et 389,391 O O +al 392,394 O O +. 394,395 O O + +, 395,396 O O +2007 397,401 O O +; 401,402 O O +Yen 403,406 O O +and 407,410 O O +Tsai 411,415 O O +, 415,416 O O +2001 417,421 O O +) 421,422 O O +. 422,423 O O + +The 424,427 O O +JFLOW 428,433 O B-Process +model 434,439 O O +( 440,441 O O +Bradbrook 441,450 O O +et 451,453 O O +al 454,456 O O +. 456,457 O O +, 457,458 O O +2004 459,463 O O +) 463,464 O O +, 464,465 O O +Urban 466,471 O B-Process +Inundation 472,482 O I-Process +Model 483,488 O I-Process +( 489,490 O O +UIM 490,493 O B-Process +) 493,494 O O + +( 495,496 O O +Chen 496,500 O O +et 501,503 O O +al 504,506 O O +. 506,507 O O +, 507,508 O O +2007 509,513 O O +) 513,514 O O +, 514,515 O O +and 516,519 O O +the 520,523 O O +diffusive 524,533 O O +version 534,541 O O +of 542,544 O O +LISFLOOD 545,553 O B-Process +- 553,554 O I-Process +FP 554,556 O I-Process +( 557,558 O O +Hunter 558,564 O O +et 565,567 O O +al 568,570 O O +. 570,571 O O +, 571,572 O O +2005 573,577 O O +) 577,578 O O +solve 579,584 O O +the 585,588 O O +2D 589,591 O B-Process +diffusion 592,601 O I-Process +wave 602,606 O I-Process +equations 607,616 O I-Process +that 617,621 O O +neglect 622,629 O O +the 630,633 O O +inertial 634,642 O O +( 643,644 O O +local 644,649 O O +acceleration 650,662 O O +) 662,663 O O +and 664,667 O O +advection 668,677 O O +( 678,679 O O +convective 679,689 O O +acceleration 690,702 O O +) 702,703 O O +terms 704,709 O O +( 710,711 O O +Yen 711,714 O O +and 715,718 O O +Tsai 719,723 O O +, 723,724 O O +2001 725,729 O O +) 729,730 O O +. 730,731 O O + +The 732,735 O O +inertial 736,744 O O +version 745,752 O O +of 753,755 O O +LISFLOOD 756,764 O B-Process +- 764,765 O I-Process +FP 765,767 O I-Process +( 768,769 O O +Bates 769,774 O O +et 775,777 O O +al 778,780 O O +. 780,781 O O +, 781,782 O O +2010 783,787 O O +) 787,788 O O +solves 789,795 O O +the 796,799 O O +SWEs 800,804 O B-Process +without 805,812 O O +the 813,816 O O +advection 817,826 O O +term 827,831 O O +. 831,832 O O + +In 833,835 O O +either 836,842 O O +version 843,850 O O +of 851,853 O O +LISFLOOD 854,862 O B-Process +- 862,863 O I-Process +FP 863,865 O I-Process +the 866,869 O O +flow 870,874 O O +is 875,877 O O +decoupled 878,887 O O +in 888,890 O O +the 891,894 O O +Cartesian 895,904 O B-Process +directions 905,915 O I-Process +. 915,916 O O + +Other 917,922 O O +models 923,929 O O +use 930,933 O O +the 934,937 O O +full 938,942 O O +SWEs 943,947 O B-Process +but 948,951 O O +focus 952,957 O O +on 958,960 O O +the 961,964 O O +use 965,968 O O +of 969,971 O O +multi 972,977 O B-Material +resolution 978,988 O I-Material +grids 989,994 O I-Material +or 995,997 O I-Material +irregular 998,1007 O I-Material +mesh 1008,1012 O I-Material +, 1012,1013 O O +like 1014,1018 O O +InfoWorks 1019,1028 O B-Material +ICM 1029,1032 O I-Material +( 1033,1034 O O +Innovyze 1034,1042 O O +, 1042,1043 O O +2012 1044,1048 O O +) 1048,1049 O O +and 1050,1053 O O +MIKE 1054,1058 O B-Material +FLOOD 1059,1064 O I-Material +( 1065,1066 O O +DHI 1066,1069 O O +Software 1070,1078 O O +, 1078,1079 O O +2014 1080,1084 O O +; 1084,1085 O O +Hénonin 1086,1093 O O +et 1094,1096 O O +al 1097,1099 O O +. 1099,1100 O O +, 1100,1101 O O +2013 1102,1106 O O +) 1106,1107 O O +. 1107,1108 O O + +These 1109,1114 O O +last 1115,1119 O O +two 1120,1123 O O +models 1124,1130 O O +are 1131,1134 O O +commercial 1135,1145 O O +packages 1146,1154 O O +, 1154,1155 O O +and 1156,1159 O O +the 1160,1163 O O +code 1164,1168 O O +applied 1169,1176 O O +in 1177,1179 O O +the 1180,1183 O O +optimisation 1184,1196 O O +techniques 1197,1207 O O +is 1208,1210 O O +not 1211,1214 O O +in 1215,1217 O O +the 1218,1221 O O +public 1222,1228 O O +domain 1229,1235 O O +. 1235,1236 O O + + +-DOCSTART- (S1386505616301769) + +The 0,3 O O +purported 4,13 O O +advantages 14,24 O O +of 25,27 O O +EMR 28,31 O B-Task +implementation 32,46 O I-Task +in 47,49 O O +urban 50,55 O O +slums 56,61 O O +are 62,65 O O +widely 66,72 O O +promoted 73,81 O O +. 81,82 O O + +Increasingly 83,95 O O +capable 96,103 O O +health 104,110 O B-Task +information 111,122 O I-Task +systems 123,130 O I-Task +could 131,136 O O +facilitate 137,147 O O +communication 148,161 O O +, 161,162 O O +help 163,167 O O +coordinate 168,178 O O +care 179,183 O O +, 183,184 O O +and 185,188 O O +improve 189,196 O O +the 197,200 O O +continuity 201,211 O O +of 212,214 O O +care 215,219 O O +in 220,222 O O +disadvantaged 223,236 O O +communities 237,248 O O +like 249,253 O O +Kibera 254,260 O O +. 260,261 O O + +However 262,269 O O +, 269,270 O O +available 271,280 O O +systems 281,288 O O +may 289,292 O O +not 293,296 O O +have 297,301 O O +the 302,305 O O +ability 306,313 O O +to 314,316 O O +simplify 317,325 O O +care 326,330 O O +or 331,333 O O +improve 334,341 O O +efficiency 342,352 O O +where 353,358 O O +funding 359,366 O O +and 367,370 O O +human 371,376 O O +resources 377,386 O O +are 387,390 O O +scarce 391,397 O O +, 397,398 O O +infrastructure 399,413 O O +is 414,416 O O +unreliable 417,427 O O +and 428,431 O O +health 432,438 O O +data 439,443 O O +demands 444,451 O O +are 452,455 O O +opportunistic 456,469 O O +, 469,470 O O +not 471,474 O O +strategic 475,484 O O +. 484,485 O O + +This 486,490 O O +study 491,496 O O +described 497,506 O O +perceptions 507,518 O O +of 519,521 O O +local 522,527 O O +EMR 528,531 O B-Process +stakeholders 532,544 O O +in 545,547 O O +two 548,551 O O +urban 552,557 O O +slum 558,562 O O +clinics 563,570 O O +. 570,571 O O + +They 572,576 O O +shared 577,583 O O +many 584,588 O O +observations 589,601 O O +that 602,606 O O +may 607,610 O O +be 611,613 O O +important 614,623 O O +for 624,627 O O +other 628,633 O O +EMR 634,637 O B-Process +initiatives 638,649 O O +to 650,652 O O +heed 653,657 O O +, 657,658 O O +and 659,662 O O +worried 663,670 O O +most 671,675 O O +about 676,681 O O +the 682,685 O O +sustainability 686,700 O O +of 701,703 O O +EMR 704,707 O B-Process +initiatives 708,719 O O +in 720,722 O O +like 723,727 O O +communities 728,739 O O +. 739,740 O O + +The 741,744 O O +future 745,751 O O +for 752,755 O O +EMR 756,759 O B-Process +use 760,763 O O +in 764,766 O O +urban 767,772 O O +slums 773,778 O O +is 779,781 O O +promising 782,791 O O +. 791,792 O O + +Innovative 793,803 O O +new 804,807 O O +technologies 808,820 O O +, 820,821 O O +such 822,826 O O +as 827,829 O O +mobile 830,836 O B-Material +applications 837,849 O I-Material +and 850,853 O O +point 854,859 O O +- 859,860 O O +of 860,862 O O +- 862,863 O O +care 863,867 O O +laboratory 868,878 O O +tests 879,884 O O +, 884,885 O O +could 886,891 O O +extend 892,898 O O +the 899,902 O O +reach 903,908 O O +of 909,911 O O +EMRs 912,916 O B-Process +where 917,922 O O +infrastructure 923,937 O O +is 938,940 O O +wanting 941,948 O O +. 948,949 O O + +New 950,953 O O +cloud 954,959 O B-Process +- 959,960 O I-Process +based 960,965 O I-Process +EMR 966,969 O I-Process +ecosystems 970,980 O I-Process +, 980,981 O O +where 982,987 O O +data 988,992 O O +is 993,995 O O +collected 996,1005 O O +and 1006,1009 O O +stored 1010,1016 O O +centrally 1017,1026 O O +could 1027,1032 O O +leverage 1033,1041 O O +cell 1042,1046 O O +phone 1047,1052 O O +networks 1053,1061 O O +to 1062,1064 O O +promote 1065,1072 O O +more 1073,1077 O O +health 1078,1084 O O +information 1085,1096 O O +sharing 1097,1104 O O +, 1104,1105 O O +coordination 1106,1118 O O +of 1119,1121 O O +care 1122,1126 O O +and 1127,1130 O O +ultimately 1131,1141 O O +better 1142,1148 O O +outcomes 1149,1157 O O +for 1158,1161 O O +vulnerable 1162,1172 O O +populations 1173,1184 O O +. 1184,1185 O O + +Summary 1185,1192 O O +pointsWhat 1193,1203 O O +was 1204,1207 O O +already 1208,1215 O O +known 1216,1221 O O +on 1222,1224 O O +the 1225,1228 O O +topic?•Rapid 1229,1241 O O +urbanization 1242,1254 O O +is 1255,1257 O O +associated 1258,1268 O O +with 1269,1273 O O +growth 1274,1280 O O +in 1281,1283 O O +the 1284,1287 O O +number 1288,1294 O O +and 1295,1298 O O +size 1299,1303 O O +of 1304,1306 O O +urban 1307,1312 O O +slums 1313,1318 O O +and 1319,1322 O O +an 1323,1325 O O +associated 1326,1336 O O +rise 1337,1341 O O +in 1342,1344 O O +the 1345,1348 O O +burden 1349,1355 O O +of 1356,1358 O O +disease 1359,1366 O O +, 1366,1367 O O +further 1368,1375 O O +worsening 1376,1385 O O +an 1386,1388 O O +already 1389,1396 O O +fragmented 1397,1407 O O +and 1408,1411 O O +inefficient 1412,1423 O O +health 1424,1430 O O +care 1431,1435 O O +system 1436,1442 O O +. 1442,1443 O O + + +-DOCSTART- (S1574119211001544) + +As 0,2 O O +future 3,9 O O +work 10,14 O O +on 15,17 O O +the 18,21 O O +protocol 22,30 O B-Task +, 30,31 O O +we 32,34 O O +would 35,40 O O +promote 41,48 O O +two 49,52 O O +items 53,58 O O +. 58,59 O O + +Firstly 60,67 O O +, 67,68 O O +the 69,72 O O +two 73,76 O O +mobility 77,85 O B-Process +models 86,92 O I-Process +that 93,97 O O +we 98,100 O O +have 101,105 O O +considered 106,116 O O +in 117,119 O O +this 120,124 O O +work 125,129 O O +propose 130,137 O O +possible 138,146 O O +way 147,150 O O +to 151,153 O O +capture 154,161 O O +social 162,168 O O +context 169,176 O O +in 177,179 O O +the 180,183 O O +way 184,187 O O +nodes 188,193 O B-Material +move 194,198 O O +in 199,201 O O +the 202,205 O O +physical 206,214 O B-Material +space 215,220 O I-Material +, 220,221 O O +yet 222,225 O O +still 226,231 O O +potentially 232,243 O O +allowing 244,252 O O +nodes 253,258 O B-Material +to 259,261 O O +explore 262,269 O O +the 270,273 O O +geographical 274,286 O B-Material +regions 287,294 O I-Material +considered 295,305 O O +in 306,308 O O +its 309,312 O O +entirety 313,321 O O +. 321,322 O O + +Further 323,330 O O +insights 331,339 O O +to 340,342 O O +the 343,346 O O +performance 347,358 O B-Material +potential 359,368 O I-Material +could 369,374 O O +be 375,377 O O +given 378,383 O O +through 384,391 O O +the 392,395 O O +assessment 396,406 O O +of 407,409 O O +the 410,413 O O +protocol 414,422 O O +with 423,427 O O +other 428,433 O O +mobilities 434,444 O O +that 445,449 O O +can 450,453 O O +extend 454,460 O B-Process +the 461,464 O I-Process +physical 465,473 O I-Process +region 474,480 O I-Process +of 481,483 O I-Process +movement 484,492 O I-Process +as 493,495 O O +well 496,500 O O +as 501,503 O O +impose 504,510 O B-Process +potential 511,520 O I-Process +restrictions 521,533 O I-Process +on 534,536 O O +the 537,540 O O +nodes 541,546 O B-Process +mobility 547,555 O I-Process +, 555,556 O O +for 557,560 O O +example 561,568 O O +by 569,571 O O +forcing 572,579 O B-Process +similar 580,587 O I-Process +nodes 588,593 O I-Process +to 594,596 O I-Process +move 597,601 O I-Process +within 602,608 O I-Process +specifically 609,621 O I-Process +defined 622,629 O I-Process +areas 630,635 O I-Process +. 635,636 O O + +Secondly 637,645 O O +, 645,646 O O +the 647,650 O O +different 651,660 O O +forwarding 661,671 O B-Process +modes 672,677 O I-Process +introduced 678,688 O O +in 689,691 O O +Section 692,699 O O +3.3 701,704 O O +express 705,712 O O +different 713,722 O O +levels 723,729 O O +of 730,732 O O +cooperation 733,744 O O +across 745,751 O O +the 752,755 O O +network 756,763 O B-Process +. 763,764 O O + +The 765,768 O O +push 769,773 O B-Process +- 773,774 O I-Process +community 774,783 O I-Process +mode 784,788 O I-Process +, 788,789 O O +for 790,793 O O +example 794,801 O O +, 801,802 O O +is 803,805 O O +a 806,807 O O +form 808,812 O O +of 813,815 O O +interest 816,824 O O +- 824,825 O O +community 825,834 O O +selfishness 835,846 O O +and 847,850 O O +assumes 851,858 O O +reciprocation 859,872 O O +in 873,875 O O +the 876,879 O O +nodes’ 880,886 O B-Material +behaviour 887,896 O O +. 896,897 O O + +The 898,901 O O +vulnerability 902,915 O O +( 916,917 O O +resp 917,921 O O +. 921,922 O O +resilience 923,933 O O +) 933,934 O O +of 935,937 O O +the 938,941 O O +protocol 942,950 O O +to 951,953 O O +different 954,963 O O +instances 964,973 O O +of 974,976 O O +node 977,981 O B-Material +misbehaviours 982,995 O O +is 996,998 O O +a 999,1000 O O +research 1001,1009 O O +item 1010,1014 O O +worth 1015,1020 O O +exploring 1021,1030 O O +. 1030,1031 O O + + +-DOCSTART- (S1574119215000796) + +The 0,3 O O +proposed 4,12 O O +multihop 13,21 O B-Process +routing 22,29 O I-Process +protocol 30,38 O I-Process +, 38,39 O O +PHASeR 40,46 O B-Process +, 46,47 O O +applies 48,55 O O +the 56,59 O O +technique 60,69 O O +of 70,72 O O +blind 73,78 O O +forwarding 79,89 O O +in 90,92 O O +a 93,94 O O +MWSN 95,99 O B-Material +, 99,100 O O +which 101,106 O O +increases 107,116 O O +the 117,120 O O +reliability 121,132 O O +of 133,135 O O +data 136,140 O O +delivery 141,149 O O +through 150,157 O O +its 158,161 O O +inherent 162,170 O O +use 171,174 O O +of 175,177 O O +multiple 178,186 O O +routes 187,193 O O +. 193,194 O O + +This 195,199 O O +approach 200,208 O O +requires 209,217 O O +a 218,219 O O +gradient 220,228 O B-Process +metric 229,235 O I-Process +to 236,238 O O +be 239,241 O O +continuously 242,254 O O +maintained 255,265 O O +, 265,266 O O +which 267,272 O O +is 273,275 O O +problematic 276,287 O O +in 288,290 O O +a 291,292 O O +dynamic 293,300 O O +topology 301,309 O O +. 309,310 O O + +The 311,314 O O +literature 315,325 O O +commonly 326,334 O O +uses 335,339 O O +either 340,346 O O +flooding 347,355 O O +or 356,358 O O +location 359,367 O O +awareness 368,377 O O +, 377,378 O O +however 379,386 O O +flooding 387,395 O O +creates 396,403 O O +large 404,409 O O +amounts 410,417 O O +of 418,420 O O +overhead 421,429 O O +and 430,433 O O +location 434,442 O O +determination 443,456 O O +schemes 457,464 O O +can 465,468 O O +often 469,474 O O +be 475,477 O O +inaccurate 478,488 O O +, 488,489 O O +power 490,495 O O +hungry 496,502 O O +and 503,506 O O +create 507,513 O O +the 514,517 O O +issue 518,523 O O +of 524,526 O O +the 527,530 O O +dead 531,535 O O +end 536,539 O O +problem 540,547 O O +. 547,548 O O + +PHASeR 549,555 O B-Process +uses 556,560 O O +a 561,562 O O +novel 563,568 O O +method 569,575 O O +of 576,578 O O +gradient 579,587 O B-Process +maintenance 588,599 O I-Process +in 600,602 O O +a 603,604 O O +mobile 605,611 O B-Material +network 612,619 O I-Material +, 619,620 O O +which 621,626 O O +requires 627,635 O O +the 636,639 O O +proactive 640,649 O O +sharing 650,657 O O +of 658,660 O O +only 661,665 O O +local 666,671 O O +topology 672,680 O O +information 681,692 O O +. 692,693 O O + +This 694,698 O O +is 699,701 O O +facilitated 702,713 O O +by 714,716 O O +a 717,718 O O +global 719,725 O O +TDMA 726,730 O B-Process +( 731,732 O O +time 732,736 O B-Process +division 737,745 O I-Process +multiple 746,754 O I-Process +access 755,761 O I-Process +) 761,762 O O +MAC 763,766 O B-Process +( 767,768 O O +medium 768,774 O B-Process +access 775,781 O I-Process +control 782,789 O I-Process +) 789,790 O O +layer 791,796 O O +and 797,800 O O +further 801,808 O O +reduces 809,816 O O +the 817,820 O O +amount 821,827 O O +of 828,830 O O +overhead 831,839 O O +, 839,840 O O +which 841,846 O O +in 847,849 O O +turn 850,854 O O +will 855,859 O O +decrease 860,868 O O +packet 869,875 O B-Material +latency 876,883 O I-Material +. 883,884 O O + +PHASeR 885,891 O B-Process +is 892,894 O O +also 895,899 O O +set 900,903 O O +apart 904,909 O O +by 910,912 O O +its 913,916 O O +use 917,920 O O +of 921,923 O O +encapsulation 924,937 O B-Process +, 937,938 O O +which 939,944 O O +allows 945,951 O O +data 952,956 O O +from 957,961 O O +multiple 962,970 O O +nodes 971,976 O B-Material +to 977,979 O O +be 980,982 O O +transmitted 983,994 O O +in 995,997 O O +the 998,1001 O O +same 1002,1006 O O +packet 1007,1013 O O +in 1014,1016 O O +order 1017,1022 O O +to 1023,1025 O O +handle 1026,1032 O O +high 1033,1037 O O +volumes 1038,1045 O O +of 1046,1048 O O +traffic 1049,1056 O O +. 1056,1057 O O + +It 1058,1060 O O +utilises 1061,1069 O O +node 1070,1074 O B-Process +cooperation 1075,1086 O I-Process +to 1087,1089 O O +create 1090,1096 O O +a 1097,1098 O O +robust 1099,1105 O O +multipath 1106,1115 O O +routing 1116,1123 O O +solution 1124,1132 O O +. 1132,1133 O O + +As 1134,1136 O O +such 1137,1141 O O +, 1141,1142 O O +the 1143,1146 O O +contribution 1147,1159 O O +of 1160,1162 O O +this 1163,1167 O O +paper 1168,1173 O O +is 1174,1176 O O +a 1177,1178 O O +cross 1179,1184 O B-Task +- 1184,1185 O I-Task +layer 1185,1190 O I-Task +routing 1191,1198 O I-Task +protocol 1199,1207 O I-Task +for 1208,1211 O I-Task +MWSNs 1212,1217 O I-Task +that 1218,1222 O O +can 1223,1226 O O +handle 1227,1233 O O +the 1234,1237 O O +constant 1238,1246 O O +flow 1247,1251 O O +of 1252,1254 O O +data 1255,1259 O O +from 1260,1264 O O +sensors 1265,1272 O B-Material +in 1273,1275 O O +highly 1276,1282 O O +mobile 1283,1289 O O +situations 1290,1300 O O +. 1300,1301 O O + + +-DOCSTART- (S1631070514000954) + +Superconductivity 0,17 O B-Task +in 18,20 O I-Task +actinides 21,30 O I-Task +was 31,34 O O +first 35,40 O O +observed 41,49 O O +in 50,52 O O +thorium 53,60 O B-Material +metal 61,66 O I-Material +in 67,69 O O +1929 70,74 O O +[ 75,76 O O +7 76,77 O O +] 77,78 O O +, 78,79 O O +then 80,84 O O +in 85,87 O O +elemental 88,97 O O +uranium 98,105 O B-Material +in 106,108 O O +1942 109,113 O O +[ 114,115 O O +8 115,116 O O +] 116,117 O O +, 117,118 O O +and 119,122 O O +in 123,125 O O +uranium 126,133 O B-Material +compounds 134,143 O I-Material +in 144,146 O O +1958 147,151 O O +[ 152,153 O O +9 153,154 O O +] 154,155 O O +. 155,156 O O + +A 157,158 O O +new 159,162 O O +class 163,168 O O +of 169,171 O O +uranium 172,179 O B-Material +superconductors 180,195 O I-Material +emerged 196,203 O O +in 204,206 O O +the 207,210 O O +1980 211,215 O O +'s 215,217 O O +with 218,222 O O +the 223,226 O O +discovery 227,236 O O +of 237,239 O O +uranium 240,247 O B-Material +heavy 248,253 O I-Material +fermion 254,261 O I-Material +superconductors 262,277 O I-Material +[ 278,279 O O +10 279,281 O O +] 281,282 O O +. 282,283 O O + +Further 284,291 O O +surprises 292,301 O O +came 302,306 O O +at 307,309 O O +the 310,313 O O +beginning 314,323 O O +of 324,326 O O +the 327,330 O O +century 331,338 O O +with 339,343 O O +the 344,347 O O +discovery 348,357 O O +of 358,360 O O +ferromagnetic 361,374 O B-Material +superconductors 375,390 O I-Material +in 391,393 O O +uranium 394,401 O B-Material +systems 402,409 O O +[ 410,411 O O +11 411,413 O O +] 413,414 O O +and 415,418 O O +the 419,422 O O +first 423,428 O O +observation 429,440 O O +of 441,443 O O +superconductivity 444,461 O B-Process +in 462,464 O O +plutonium 465,474 O B-Material +[ 475,476 O O +12 476,478 O O +] 478,479 O O +and 480,483 O O +neptunium 484,493 O B-Material +[ 494,495 O O +13 495,497 O O +] 497,498 O O +compounds 499,508 O O +. 508,509 O O + +The 510,513 O O +actinides 514,523 O B-Material +( 524,525 O O +or 525,527 O O +actinoids 528,537 O B-Material +) 537,538 O O +are 539,542 O O +located 543,550 O O +at 551,553 O O +the 554,557 O O +end 558,561 O O +of 562,564 O O +the 565,568 O O +periodic 569,577 O B-Process +table 578,583 O I-Process +( 584,585 O O +N=89 585,589 O O +( 590,591 O O +Ac 591,593 O B-Material +) 593,594 O O +or 595,597 O O +90 598,600 O O +( 601,602 O O +Th 602,604 O B-Material +) 604,605 O O +to 606,608 O O +103 609,612 O O +( 613,614 O O +Lr 614,616 O B-Material +) 616,617 O O +) 617,618 O O +. 618,619 O O + +Transuranium 620,632 O B-Material +elements 633,641 O I-Material +( 642,643 O O +or 643,645 O O +transuranics 646,658 O B-Material +) 658,659 O O +are 660,663 O O +the 664,667 O O +chemical 668,676 O O +elements 677,685 O O +with 686,690 O O +atomic 691,697 O O +number 698,704 O O +( 705,706 O O +Z 706,707 O O +) 707,708 O O +greater 709,716 O O +than 717,721 O O +92 722,724 O O +( 725,726 O O +uranium 726,733 O B-Material +) 733,734 O O +and 735,738 O O +due 739,742 O O +to 743,745 O O +their 746,751 O O +short 752,757 O O +half 758,762 O O +- 762,763 O O +life 763,767 O O +on 768,770 O O +a 771,772 O O +geological 773,783 O O +timescale 784,793 O O +, 793,794 O O +they 795,799 O O +are 800,803 O O +essentially 804,815 O O +synthetic 816,825 O B-Material +elements 826,834 O I-Material +. 834,835 O O + +Above 836,841 O O +Z=103 842,847 O O +( 848,849 O O +Lr 849,851 O B-Material +) 851,852 O O +, 852,853 O O +one 854,857 O O +talks 858,863 O O +about 864,869 O O +transactinides 870,884 O B-Material +( 885,886 O O +or 886,888 O O +superactinides 889,903 O B-Material +) 903,904 O O +elements 905,913 O O +. 913,914 O O + +These 915,920 O O +latter 921,927 O O +elements 928,936 O O +have 937,941 O O +extremely 942,951 O O +short 952,957 O O +half 958,962 O O +- 962,963 O O +lives 963,968 O O +and 969,972 O O +no 973,975 O O +macroscopic 976,987 O O +quantity 988,996 O O +is 997,999 O O +available 1000,1009 O O +for 1010,1013 O O +the 1014,1017 O O +study 1018,1023 O B-Task +of 1024,1026 O I-Task +condensed 1027,1036 O I-Task +- 1036,1037 O I-Task +matter 1037,1043 O I-Task +properties 1044,1054 O I-Task +. 1054,1055 O O + + +-DOCSTART- (S167420011300196X) + +PV 0,2 O B-Task +cells 3,8 O I-Task +are 9,12 O O +one 13,16 O O +of 17,19 O O +the 20,23 O O +most 24,28 O O +promising 29,38 O O +technologies 39,51 O O +for 52,55 O O +conversion 56,66 O B-Process +of 67,69 O I-Process +incident 70,78 O I-Process +solar 79,84 O I-Process +radiation 85,94 O I-Process +into 95,99 O I-Process +electric 100,108 O I-Process +power 109,114 O I-Process +. 114,115 O O + +However 116,123 O O +, 123,124 O O +this 125,129 O O +technology 130,140 O O +is 141,143 O O +still 144,149 O O +far 150,153 O O +from 154,158 O O +being 159,164 O O +able 165,169 O O +to 170,172 O O +compete 173,180 O O +with 181,185 O O +fossil 186,192 O B-Process +fuel 193,197 O I-Process +- 197,198 O I-Process +based 198,203 O I-Process +energy 204,210 O I-Process +conversion 211,221 O I-Process +technologies 222,234 O O +because 235,242 O O +of 243,245 O O +its 246,249 O O +relatively 250,260 O O +low 261,264 O O +efficiency 265,275 O O +and 276,279 O O +energy 280,286 O O +density 287,294 O O +. 294,295 O O + +Theoretically 296,309 O O +, 309,310 O O +there 311,316 O O +are 317,320 O O +three 321,326 O O +unavoidable 327,338 O O +losses 339,345 O O +that 346,350 O O +limit 351,356 O O +the 357,360 O O +solar 361,366 O B-Process +conversion 367,377 O I-Process +efficiency 378,388 O O +of 389,391 O O +a 392,393 O O +device 394,400 O O +with 401,405 O O +a 406,407 O O +single 408,414 O O +absorption 415,425 O B-Process +threshold 426,435 O O +or 436,438 O O +band 439,443 O O +gap 444,447 O O + +Eg 448,450 O O +: 450,451 O O +( 452,453 O O +1 453,454 O O +) 454,455 O O +incomplete 456,466 O B-Process +absorption 467,477 O I-Process +, 477,478 O O +where 479,484 O O +photons 485,492 O B-Material +with 493,497 O O +energies 498,506 O O +below 507,512 O O +Eg 513,515 O O +are 516,519 O O +not 520,523 O O +absorbed 524,532 O O +; 532,533 O O +( 534,535 O O +2 535,536 O O +) 536,537 O O +thermalization 538,552 O B-Process +or 553,555 O O +carrier 556,563 O B-Process +cooling 564,571 O I-Process +, 571,572 O O +where 573,578 O O +solar 579,584 O B-Material +photons 585,592 O I-Material +with 593,597 O O +sufficient 598,608 O O +energy 609,615 O O +generate 616,624 O O +electron 625,633 O B-Material +- 633,634 O I-Material +hole 634,638 O I-Material +pairs 639,644 O I-Material +and 645,648 O O +then 649,653 O O +immediately 654,665 O O +lose 666,670 O O +almost 671,677 O O +all 678,681 O O +energy 682,688 O O +in 689,691 O O +excess 692,698 O O +of 699,701 O O +Eg 702,704 O O +in 705,707 O O +the 708,711 O O +form 712,716 O O +of 717,719 O O +heat 720,724 O O +; 724,725 O O +and 726,729 O O +( 730,731 O O +3 731,732 O O +) 732,733 O O +radiative 734,743 O B-Process +recombination 744,757 O I-Process +, 757,758 O O +where 759,764 O O +a 765,766 O O +small 767,772 O O +fraction 773,781 O O +of 782,784 O O +the 785,788 O O +excited 789,796 O O +states 797,803 O O +radioactively 804,817 O O +recombine 818,827 O O +with 828,832 O O +the 833,836 O O +ground 837,843 O O +state 844,849 O O +at 850,852 O O +the 853,856 O O +maximum 857,864 O O +power 865,870 O O +output 871,877 O O +( 878,879 O O +Hanna 879,884 O O +& 885,886 O O +Nozik 887,892 O O +, 892,893 O O +2006 894,898 O O +; 898,899 O O +Henry 900,905 O O +, 905,906 O O +1980 907,911 O O +) 911,912 O O +. 912,913 O O + +Taking 914,920 O O +an 921,923 O O +air 924,927 O O +mass 928,932 O O +of 933,935 O O +1.5 936,939 O O +as 940,942 O O +an 943,945 O O +example 946,953 O O +, 953,954 O O +for 955,958 O O +different 959,968 O O +band 969,973 O O +gap 974,977 O O + +Eg 978,980 O O +these 981,986 O O +three 987,992 O O +losses 993,999 O O +can 1000,1003 O O +be 1004,1006 O O +calculated 1007,1017 O O +and 1018,1021 O O +the 1022,1025 O O +results 1026,1033 O O +are 1034,1037 O O +indicated 1038,1047 O O +by 1048,1050 O O +areas 1051,1056 O O +S1 1057,1059 O O +, 1059,1060 O O +S2 1061,1063 O O +, 1063,1064 O O +and 1065,1068 O O +S3 1069,1071 O O +in 1072,1074 O O +Fig 1075,1078 O O +. 1078,1079 O O + +1 1080,1081 O O +. 1081,1082 O O + +Note 1083,1087 O O +that 1088,1092 O O +the 1093,1096 O O +area 1097,1101 O O +under 1102,1107 O O +the 1108,1111 O O +outer 1112,1117 O O +curve 1118,1123 O O +is 1124,1126 O O +the 1127,1130 O O +solar 1131,1136 O B-Process +power 1137,1142 O I-Process +per 1143,1146 O O +unit 1147,1151 O O +area 1152,1156 O O +, 1156,1157 O O +and 1158,1161 O O +that 1162,1166 O O +only 1167,1171 O O +S4 1172,1174 O O +can 1175,1178 O O +be 1179,1181 O O +delivered 1182,1191 O O +to 1192,1194 O O +the 1195,1198 O O +load 1199,1203 O O +. 1203,1204 O O + + +-DOCSTART- (S1687850714000405) + +Xylanases 0,9 O B-Material +have 10,14 O O +potential 15,24 O O +applications 25,37 O O +in 38,40 O O +various 41,48 O O +fields 49,55 O O +. 55,56 O O + +Some 57,61 O O +of 62,64 O O +the 65,68 O O +important 69,78 O O +applications 79,91 O O +are 92,95 O O +as 96,98 O O +fallows 99,106 O O +. 106,107 O O + +Xylanases 108,117 O B-Material +are 118,121 O O +used 122,126 O O +as 127,129 O O +bleaching 130,139 O B-Material +agent 140,145 O I-Material +in 146,148 O O +the 149,152 O O +pulp 153,157 O B-Task +and 158,161 O I-Task +paper 162,167 O I-Task +industry 168,176 O I-Task +. 176,177 O O + +Mostly 178,184 O O +they 185,189 O O +are 190,193 O O +used 194,198 O O +to 199,201 O O +hydrolyzed 202,212 O B-Process +the 213,216 O I-Process +xylan 217,222 O I-Process +component 223,232 O I-Process +from 233,237 O O +wood 238,242 O B-Material +which 243,248 O O +facilitate 249,259 O O +in 260,262 O O +removal 263,270 O B-Process +of 271,273 O I-Process +lignin 274,280 O I-Process +( 281,282 O O +Viikari 282,289 O O +, 289,290 O O +Kantelinen 291,301 O O +, 301,302 O O +Buchert 303,310 O O +, 310,311 O O +& 312,313 O O +Puls 314,318 O O +, 318,319 O O +1994 320,324 O O +) 324,325 O O +. 325,326 O O + +It 327,329 O O +also 330,334 O O +helps 335,340 O O +in 341,343 O O +brightening 344,355 O B-Process +of 356,358 O I-Process +the 359,362 O I-Process +pulp 363,367 O I-Process +to 368,370 O O +avoid 371,376 O O +the 377,380 O O +chlorine 381,389 O B-Process +free 390,394 O I-Process +bleaching 395,404 O I-Process +operations 405,415 O I-Process +( 416,417 O O +Paice 417,422 O O +, 422,423 O O +Jurasek 424,431 O O +, 431,432 O O +Ho 433,435 O O +, 435,436 O O +Bourbonnais 437,448 O O +, 448,449 O O +& 450,451 O O +Archibald 452,461 O O +, 461,462 O O +1989 463,467 O O +) 467,468 O O +. 468,469 O O + +In 470,472 O O +bakeries 473,481 O O +the 482,485 O O +xylanase 486,494 O B-Material +act 495,498 O O +on 499,501 O O +the 502,505 O O +gluten 506,512 O O +fraction 513,521 O O +of 522,524 O O +the 525,528 O O +dough 529,534 O O +and 535,538 O O +help 539,543 O O +in 544,546 O O +the 547,550 O O +even 551,555 O B-Process +redistribution 556,570 O I-Process +of 571,573 O I-Process +the 574,577 O I-Process +water 578,583 O I-Process +content 584,591 O I-Process +of 592,594 O I-Process +the 595,598 O I-Process +bread 599,604 O I-Process +( 605,606 O O +Wong 606,610 O O +& 611,612 O O +Saddler 613,620 O O +, 620,621 O O +1992 622,626 O O +) 626,627 O O +. 627,628 O O + +Xylanases 629,638 O B-Material +also 639,643 O O +have 644,648 O O +potential 649,658 O O +application 659,670 O O +in 671,673 O O +animal 674,680 O B-Task +feed 681,685 O I-Task +industry 686,694 O I-Task +. 694,695 O O + +They 696,700 O O +are 701,704 O O +used 705,709 O O +for 710,713 O O +the 714,717 O O +hydrolysis 718,728 O B-Task +of 729,731 O I-Task +non 732,735 O I-Task +- 735,736 O I-Task +starchy 736,743 O I-Task +polysaccharides 744,759 O I-Task +such 760,764 O O +as 765,767 O O +arabinoxylan 768,780 O B-Material +in 781,783 O O +monogastric 784,795 O O +diets 796,801 O O +( 802,803 O O +Walsh 803,808 O O +, 808,809 O O +Power 810,815 O O +, 815,816 O O +& 817,818 O O +Headon 819,825 O O +, 825,826 O O +1993 827,831 O O +) 831,832 O O +. 832,833 O O + +Xylanases 834,843 O B-Material +also 844,848 O O +play 849,853 O O +a 854,855 O O +key 856,859 O O +role 860,864 O O +in 865,867 O O +the 868,871 O O +maceration 872,882 O B-Task +of 883,885 O I-Task +vegetable 886,895 O I-Task +matter 896,902 O I-Task +( 903,904 O O +Beck 904,908 O O +& 909,910 O O +Scoot 911,916 O O +, 916,917 O O +1974 918,922 O O +) 922,923 O O +, 923,924 O O +protoplastation 925,940 O B-Task +of 941,943 O I-Task +plant 944,949 O I-Task +cells 950,955 O I-Task +, 955,956 O O +clarification 957,970 O B-Task +of 971,973 O I-Task +juices 974,980 O I-Task +and 981,984 O I-Task +wine 985,989 O I-Task +( 990,991 O O +Biely 991,996 O O +, 996,997 O O +1985 998,1002 O O +) 1002,1003 O O +liquefaction 1004,1016 O B-Task +of 1017,1019 O I-Task +coffee 1020,1026 O I-Task +mucilage 1027,1035 O I-Task +for 1036,1039 O O +making 1040,1046 O B-Task +liquid 1047,1053 O I-Task +coffee 1054,1060 O I-Task +, 1060,1061 O O +recovery 1062,1070 O B-Task +of 1071,1073 O I-Task +oil 1074,1077 O I-Task +from 1078,1082 O I-Task +subterranian 1083,1095 O I-Task +mines 1096,1101 O I-Task +, 1101,1102 O O +extraction 1103,1113 O B-Task +of 1114,1116 O I-Task +flavors 1117,1124 O I-Task +and 1125,1128 O I-Task +pigments 1129,1137 O I-Task +, 1137,1138 O I-Task +plant 1139,1144 O I-Task +oils 1145,1149 O I-Task +and 1150,1153 O I-Task +starch 1154,1160 O I-Task +( 1161,1162 O O +McCleary 1162,1170 O O +, 1170,1171 O O +1986 1172,1176 O O +) 1176,1177 O O +and 1178,1181 O O +to 1182,1184 O O +improve 1185,1192 O O +the 1193,1196 O O +efficiency 1197,1207 O B-Task +of 1208,1210 O I-Task +agricultural 1211,1223 O I-Task +silage 1224,1230 O I-Task +production 1231,1241 O I-Task +( 1242,1243 O O +Wong 1243,1247 O O +& 1248,1249 O O +Saddler 1250,1257 O O +, 1257,1258 O O +1992 1259,1263 O O +) 1263,1264 O O +. 1264,1265 O O + + +-DOCSTART- (S1746809416300933) + +ObjectiveElectrically 0,21 O B-Material +evoked 22,28 O I-Material +auditory 29,37 O I-Material +steady 38,44 O I-Material +- 44,45 O I-Material +state 45,50 O I-Material +responses 51,60 O I-Material +( 61,62 O O +EASSRs 62,68 O B-Material +) 68,69 O O +are 70,73 O O +neural 74,80 O B-Material +potentials 81,91 O I-Material +measured 92,100 O O +in 101,103 O O +the 104,107 O O +electroencephalogram 108,128 O B-Process +( 129,130 O O +EEG 130,133 O B-Process +) 133,134 O O +in 135,137 O O +response 138,146 O O +to 147,149 O O +periodic 150,158 O O +pulse 159,164 O O +trains 165,171 O O +presented 172,181 O O +, 181,182 O O +for 183,186 O O +example 187,194 O O +, 194,195 O O +through 196,203 O O +a 204,205 O O +cochlear 206,214 O B-Process +implant 215,222 O I-Process +( 223,224 O O +CI 224,226 O B-Process +) 226,227 O O +. 227,228 O O + +EASSRs 229,235 O B-Material +could 236,241 O O +potentially 242,253 O O +be 254,256 O O +used 257,261 O O +for 262,265 O O +objective 266,275 O O +CI 276,278 O B-Process +fitting 279,286 O I-Process +. 286,287 O O + +However 288,295 O O +, 295,296 O O +EEG 297,300 O B-Process +signals 301,308 O I-Process +are 309,312 O O +contaminated 313,325 O O +with 326,330 O O +electrical 331,341 O O +CI 342,344 O B-Process +artifacts 345,354 O I-Process +. 354,355 O O + +In 356,358 O O +this 359,363 O O +paper 364,369 O O +, 369,370 O O +we 371,373 O O +characterized 374,387 O B-Task +the 388,391 O I-Task +CI 392,394 O I-Task +artifacts 395,404 O I-Task +for 405,408 O I-Task +monopolar 409,418 O I-Task +mode 419,423 O I-Task +stimulation 424,435 O I-Task +and 436,439 O O +evaluated 440,449 O O +at 450,452 O O +which 453,458 O O +pulse 459,464 O O +rate 465,469 O O +, 469,470 O O +linear 471,477 O B-Task +interpolation 478,491 O I-Task +over 492,496 O O +the 497,500 O O +signal 501,507 O O +part 508,512 O O +contaminated 513,525 O O +with 526,530 O O +CI 531,533 O B-Process +artifact 534,542 O I-Process +is 543,545 O O +successful 546,556 O O +. 556,557 O O + +MethodsCI 557,566 O O +artifacts 567,576 O O +were 577,581 O O +characterized 582,595 O O +by 596,598 O O +means 599,604 O O +of 605,607 O O +their 608,613 O O +amplitude 614,623 O O +growth 624,630 O O +functions 631,640 O O +and 641,644 O O +duration 645,653 O O +. 653,654 O O + +ResultsCI 654,663 O B-Process +artifact 664,672 O I-Process +durations 673,682 O O +were 683,687 O O +between 688,695 O O +0.7 696,699 O O +and 700,703 O O +1.7ms 704,709 O O +, 709,710 O O +at 711,713 O O +contralateral 714,727 O B-Process +recording 728,737 O I-Process +electrodes 738,748 O I-Process +. 748,749 O O + +At 750,752 O O +ipsilateral 753,764 O B-Process +recording 765,774 O I-Process +electrodes 775,785 O I-Process +, 785,786 O O +CI 787,789 O B-Process +artifact 790,798 O I-Process +durations 799,808 O O +are 809,812 O O +range 813,818 O O +from 819,823 O O +0.7 824,827 O O +to 828,830 O O +larger 831,837 O O +than 838,842 O O +2ms 843,846 O O +. 846,847 O O + +ConclusionAt 847,859 O O +contralateral 860,873 O B-Process +recording 874,883 O I-Process +electrodes 884,894 O I-Process +, 894,895 O O +the 896,899 O O +artifact 900,908 O O +was 909,912 O O +shorter 913,920 O O +than 921,925 O O +the 926,929 O O +interpulse 930,940 O O +interval 941,949 O O +across 950,956 O O +subjects 957,965 O O +for 966,969 O O +500pps 970,976 O O +, 976,977 O O +which 978,983 O O +was 984,987 O O +not 988,991 O O +always 992,998 O O +the 999,1002 O O +case 1003,1007 O O +for 1008,1011 O O +900pps 1012,1018 O O +. 1018,1019 O O + +SignificanceCI 1019,1033 O B-Process +artifact 1034,1042 O I-Process +- 1042,1043 O O +free 1043,1047 O O +EASSRs 1048,1054 O B-Material +are 1055,1058 O O +crucial 1059,1066 O O +for 1067,1070 O O +reliable 1071,1079 O O +CI 1080,1082 O B-Process +fitting 1083,1090 O I-Process +and 1091,1094 O O +neuroscience 1095,1107 O B-Task +research 1108,1116 O I-Task +. 1116,1117 O O + +The 1118,1121 O O +CI 1122,1124 O B-Process +artifact 1125,1133 O I-Process +has 1134,1137 O O +been 1138,1142 O O +characterized 1143,1156 O O +and 1157,1160 O O +linear 1161,1167 O B-Task +interpolation 1168,1181 O I-Task +allows 1182,1188 O O +to 1189,1191 O O +remove 1192,1198 O O +it 1199,1201 O O +at 1202,1204 O O +contralateral 1205,1218 O B-Process +recording 1219,1228 O I-Process +electrodes 1229,1239 O I-Process +for 1240,1243 O O +stimulation 1244,1255 O O +at 1256,1258 O O +500pps 1259,1265 O O +. 1265,1266 O O + + +-DOCSTART- (S1877750311000676) + +One 0,3 O O +way 4,7 O O +to 8,10 O O +enforce 11,18 O O +this 19,23 O O +ratio 24,29 O O +is 30,32 O O +to 33,35 O O +use 36,39 O O +a 40,41 O O +probabilistic 42,55 O B-Process +, 55,56 O I-Process +‘ 57,58 O I-Process +roulette 58,66 O I-Process +wheel’ 67,73 O I-Process +style 74,79 O I-Process +lane 80,84 O B-Task +selection 85,94 O I-Task +policy 95,101 O I-Task +. 101,102 O O + +VISSIM 103,109 O B-Process +, 109,110 O O +along 111,116 O O +with 117,121 O O +most 122,126 O O +simulation 127,137 O B-Process +toolkits 138,146 O I-Process +, 146,147 O O +offers 148,154 O O +methods 155,162 O O +to 163,165 O O +specify 166,173 O O +probabilistic 174,187 O B-Process +routing 188,195 O I-Process +whereby 196,203 O O +a 204,205 O O +defined 206,213 O O +percentage 214,224 O O +of 225,227 O O +vehicles 228,236 O O +are 237,240 O O +sent 241,245 O O +down 246,250 O O +unique 251,257 O O +routes 258,264 O O +. 264,265 O O + +This 266,270 O O +is 271,273 O O +a 274,275 O O +piecewise 276,285 O B-Process +technique 286,295 O I-Process +that 296,300 O O +can 301,304 O O +be 305,307 O O +reapplied 308,317 O O +at 318,320 O O +various 321,328 O O +locations 329,338 O O +around 339,345 O O +a 346,347 O O +simulation 348,358 O B-Process +. 358,359 O O + +While 360,365 O O +these 366,371 O O +methods 372,379 O O +are 380,383 O O +attractive 384,394 O O +from 395,399 O O +a 400,401 O O +calibration 402,413 O O +perspective 414,425 O O +as 426,428 O O +exact 429,434 O O +representations 435,450 O O +of 451,453 O O +existing 454,462 O O +statistics 463,473 O O +can 474,477 O O +be 478,480 O O +ensured 481,488 O O +, 488,489 O O +the 490,493 O O +process 494,501 O O +is 502,504 O O +an 505,507 O O +unrealistic 508,519 O O +one 520,523 O O +as 524,526 O O +it 527,529 O O +assumes 530,537 O O +that 538,542 O O +drivers 543,550 O B-Material +make 551,555 O O +probabilistic 556,569 O O +decisions 570,579 O O +at 580,582 O O +precise 583,590 O O +locations 591,600 O O +. 600,601 O O + +So 602,604 O O +in 605,607 O O +this 608,612 O O +case 613,617 O O +when 618,622 O O +a 623,624 O O +vehicle 625,632 O B-Material +arrives 633,640 O O +at 641,643 O O +a 644,645 O O +point 646,651 O O +prior 652,657 O O +to 658,660 O O +the 661,664 O O +weighbridges 665,677 O B-Material +it 678,680 O O +is 681,683 O O +allocated 684,693 O O +one 694,697 O O +of 698,700 O O +the 701,704 O O +lanes 705,710 O O +based 711,716 O O +on 717,719 O O +the 720,723 O O +respective 724,734 O O +probabilities 735,748 O O +. 748,749 O O + +It 750,752 O O +turns 753,758 O O +out 759,762 O O +that 763,767 O O +this 768,772 O O +method 773,779 O O +leads 780,785 O O +to 786,788 O O +significant 789,800 O O +variations 801,811 O O +in 812,814 O O +trip 815,819 O O +times 820,825 O O +depending 826,835 O O +on 836,838 O O +the 839,842 O O +initial 843,850 O O +random 851,857 O O +number 858,864 O O +seed 865,869 O O +, 869,870 O O +this 871,875 O O +can 876,879 O O +be 880,882 O O +seen 883,887 O O +in 888,890 O O +a 891,892 O O +graphic 893,900 O O +of 901,903 O O +the 904,907 O O +key 908,911 O O +areas 912,917 O O +of 918,920 O O +the 921,924 O O +simulation 925,935 O O +for 936,939 O O +the 940,943 O O +2 944,945 O O +different 946,955 O O +runs 956,960 O O +( 961,962 O O +Fig 962,965 O O +. 965,966 O O + +7 967,968 O O +) 968,969 O O +. 969,970 O O + +One 971,974 O O +of 975,977 O O +the 978,981 O O +benefits 982,990 O O +of 991,993 O O +graphical 994,1003 O B-Process +microsimulation 1004,1019 O I-Process +is 1020,1022 O O +that 1023,1027 O O +the 1028,1031 O O +2D 1032,1034 O B-Process +and 1035,1038 O I-Process +3D 1039,1041 O I-Process +simulations 1042,1053 O I-Process +help 1054,1058 O O +the 1059,1062 O O +researcher 1063,1073 O O +to 1074,1076 O O +visualise 1077,1086 O O +a 1087,1088 O O +new 1089,1092 O O +scheme 1093,1099 O O +and 1100,1103 O O +its 1104,1107 O O +potential 1108,1117 O O +benefits 1118,1126 O O +but 1127,1130 O O +also 1131,1135 O O +to 1136,1138 O O +highlight 1139,1148 O O +unrealistic 1149,1160 O O +behaviour 1161,1170 O O +. 1170,1171 O O + +Fig 1172,1175 O O +. 1175,1176 O O + +7 1177,1178 O O +shows 1179,1184 O O +the 1185,1188 O O +congestion 1189,1199 O O +at 1200,1202 O O +the 1203,1206 O O +decision 1207,1215 O O +point 1216,1221 O O +for 1222,1225 O O +2 1226,1227 O O +different 1228,1237 O O +runs 1238,1242 O O +. 1242,1243 O O + +Using 1244,1249 O O +probabilistic 1250,1263 O B-Process +routing 1264,1271 O I-Process +to 1272,1274 O O +enforce 1275,1282 O O +correct 1283,1290 O O +routing 1291,1298 O O +percentages 1299,1310 O O +is 1311,1313 O O +a 1314,1315 O O +clear 1316,1321 O O +case 1322,1326 O O +of 1327,1329 O O +overcalibration 1330,1345 O O +affecting 1346,1355 O O +simulation 1356,1366 O B-Process +brittleness 1367,1378 O O +. 1378,1379 O O + + +-DOCSTART- (S1877750313000240) + +A 0,1 O O +few 2,5 O O +studies 6,13 O O +within 14,20 O O +the 21,24 O O +physiological 25,38 O O +domain 39,45 O O +are 46,49 O O +of 50,52 O O +special 53,60 O O +relevance 61,70 O O +to 71,73 O O +this 74,78 O O +work 79,83 O O +. 83,84 O O + +These 85,90 O O +include 91,98 O O +a 99,100 O O +performance 101,112 O O +analysis 113,121 O O +of 122,124 O O +a 125,126 O O +blood 127,132 O B-Process +- 132,133 O I-Process +flow 133,137 O I-Process +LB 138,140 O I-Process +solver 141,147 O I-Process +using 148,153 O O +a 154,155 O O +range 156,161 O O +of 162,164 O O +sparse 165,171 O O +and 172,175 O O +non 176,179 O O +- 179,180 O O +sparse 180,186 O O +geometries 187,197 O O +[ 198,199 O O +21 199,201 O O +] 201,202 O O +and 203,206 O O +a 207,208 O O +performance 209,220 O B-Process +prediction 221,231 O I-Process +model 232,237 O I-Process +for 238,241 O O +lattice 242,249 O B-Process +- 249,250 O I-Process +Boltzmann 250,259 O I-Process +solvers 260,267 O I-Process +[ 268,269 O O +22,23 269,274 O O +] 274,275 O O +. 275,276 O O + +This 277,281 O O +performance 282,293 O B-Process +prediction 294,304 O I-Process +model 305,310 O I-Process +can 311,314 O O +be 315,317 O O +applied 318,325 O O +largely 326,333 O O +to 334,336 O O +our 337,340 O O +HemeLB 341,347 O B-Process +application 348,359 O I-Process +, 359,360 O O +although 361,369 O O +HemeLB 370,376 O B-Process +uses 377,381 O O +a 382,383 O O +different 384,393 O O +decomposition 394,407 O O +technique 408,417 O O +and 418,421 O O +performs 422,430 O O +real 431,435 O O +- 435,436 O O +time 436,440 O O +rendering 441,450 O O +and 451,454 O O +visualisation 455,468 O O +tasks 469,474 O O +during 475,481 O O +the 482,485 O O +LB 486,488 O B-Process +simulations 489,500 O I-Process +. 500,501 O O + +Mazzeo 502,508 O O +and 509,512 O O +Coveney 513,520 O O +[ 521,522 O O +1 522,523 O O +] 523,524 O O +studied 525,532 O O +the 533,536 O O +scalability 537,548 O O +of 549,551 O O +an 552,554 O O +earlier 555,562 O O +version 563,570 O O +of 571,573 O O +HemeLB 574,580 O B-Process +. 580,581 O O + +However 582,589 O O +, 589,590 O O +the 591,594 O O +current 595,602 O O +performance 603,614 O O +characteristics 615,630 O O +of 631,633 O O +HemeLB 634,640 O B-Process +are 641,644 O O +substantially 645,658 O O +enhanced 659,667 O O +due 668,671 O O +to 672,674 O O +numerous 675,683 O O +subsequent 684,694 O O +advances 695,703 O O +in 704,706 O O +the 707,710 O O +code 711,715 O O +, 715,716 O O +amongst 717,724 O O +others 725,731 O O +: 731,732 O O +an 733,735 O O +improved 736,744 O O +hierarchical 745,757 O O +, 757,758 O O +compressed 759,769 O O +file 770,774 O O +format 775,781 O O +; 781,782 O O +the 783,786 O O +use 787,790 O O +of 791,793 O O +ParMETIS 794,802 O B-Material +to 803,805 O O +ensure 806,812 O O +good 813,817 O O +load 818,822 O O +- 822,823 O O +balance 823,830 O O +; 830,831 O O +the 832,835 O O +coalesced 836,845 O B-Process +communication 846,859 O I-Process +patterns 860,868 O I-Process +to 869,871 O O +reduce 872,878 O O +the 879,882 O O +overhead 883,891 O O +of 892,894 O O +rendering 895,904 O B-Process +; 904,905 O O +use 906,909 O O +of 910,912 O O +compile 913,920 O B-Process +- 920,921 O I-Process +time 921,925 O I-Process +polymorphism 926,938 O I-Process +to 939,941 O O +avoid 942,947 O O +virtual 948,955 O O +function 956,964 O O +calls 965,970 O O +in 971,973 O O +inner 974,979 O O +loops 980,985 O O +. 985,986 O O + + +-DOCSTART- (S187775031300077X) + +Although 0,8 O O +mean 9,13 O B-Process +- 13,14 O I-Process +field 14,19 O I-Process +models 20,26 O I-Process +have 27,31 O O +been 32,36 O O +used 37,41 O O +in 42,44 O O +all 45,48 O O +these 49,54 O O +settings 55,63 O O +, 63,64 O O +little 65,71 O O +analysis 72,80 O O +has 81,84 O O +been 85,89 O O +done 90,94 O O +on 95,97 O O +their 98,103 O O +behaviour 104,113 O O +as 114,116 O O +spatially 117,126 O B-Task +extended 127,135 O I-Task +dynamical 136,145 O I-Task +systems 146,153 O I-Task +. 153,154 O O + +In 155,157 O O +part 158,162 O O +, 162,163 O O +this 164,168 O O +is 169,171 O O +due 172,175 O O +to 176,178 O O +their 179,184 O O +staggering 185,195 O O +complexity 196,206 O O +. 206,207 O O + +The 208,211 O O +Liley 212,217 O B-Process +model 218,223 O I-Process +[ 224,225 O O +15 225,227 O O +] 227,228 O O +considered 229,239 O O +here 240,244 O O +, 244,245 O O +for 246,249 O O +instance 250,258 O O +, 258,259 O O +consists 260,268 O O +of 269,271 O O +fourteen 272,280 O O +coupled 281,288 O O +Partial 289,296 O B-Material +Differential 297,309 O I-Material +Equations 310,319 O I-Material +( 320,321 O O +PDEs 321,325 O B-Material +) 325,326 O O +with 327,331 O O +strong 332,338 O O +nonlinearities 339,353 O O +, 353,354 O O +imposed 355,362 O O +by 363,365 O O +coupling 366,374 O O +between 375,382 O O +the 383,386 O O +mean 387,391 O O +membrane 392,400 O B-Material +potentials 401,411 O I-Material +and 412,415 O O +the 416,419 O O +mean 420,424 O O +synaptic 425,433 O B-Material +inputs 434,440 O I-Material +. 440,441 O O + +The 442,445 O O +model 446,451 O O +can 452,455 O O +be 456,458 O O +reduced 459,466 O O +to 467,469 O O +a 470,471 O O +system 472,478 O O +of 479,481 O O +Ordinary 482,490 O B-Material +Differential 491,503 O I-Material +Equations 504,513 O I-Material +( 514,515 O O +ODEs 515,519 O B-Material +) 519,520 O O +by 521,523 O O +considering 524,535 O O +only 536,540 O O +spatially 541,550 O O +homogeneous 551,562 O O +solutions 563,572 O O +, 572,573 O O +and 574,577 O O +the 578,581 O O +resulting 582,591 O O +system 592,598 O O +has 599,602 O O +been 603,607 O O +examined 608,616 O O +in 617,619 O O +detail 620,626 O O +using 627,632 O O +numerical 633,642 O B-Process +bifurcation 643,654 O I-Process +analysis 655,663 O I-Process +( 664,665 O O +see 665,668 O O +[ 669,670 O O +16 670,672 O O +] 672,673 O O +and 674,677 O O +references 678,688 O O +therein 689,696 O O +) 696,697 O O +. 697,698 O O + +In 699,701 O O +order 702,707 O O +to 708,710 O O +compute 711,718 O O +equilibria 719,729 O O +, 729,730 O O +periodic 731,739 O O +orbits 740,746 O O +and 747,750 O O +such 751,755 O O +objects 756,763 O O +for 764,767 O O +the 768,771 O O +PDE 772,775 O B-Material +model 776,781 O I-Material +, 781,782 O O +we 783,785 O O +need 786,790 O O +a 791,792 O O +flexible 793,801 O O +, 801,802 O O +stable 803,809 O O +simulation 810,820 O O +code 821,825 O O +for 826,829 O O +the 830,833 O O +model 834,839 O O +and 840,843 O O +its 844,847 O O +linearization 848,861 O O +that 862,866 O O +can 867,870 O O +run 871,874 O O +in 875,877 O O +parallel 878,886 O O +to 887,889 O O +scale 890,895 O O +up 896,898 O O +to 899,901 O O +a 902,903 O O +domain 904,910 O O +size 911,915 O O +of 916,918 O O +about 919,924 O O +2500cm2 925,932 O O +, 932,933 O O +the 934,937 O O +size 938,942 O O +of 943,945 O O +a 946,947 O O +full 948,952 O O +- 952,953 O O +grown 953,958 O O +human 959,964 O O +cortex 965,971 O O +. 971,972 O O + +We 973,975 O O +also 976,980 O O +need 981,985 O O +efficient 986,995 O B-Task +, 995,996 O I-Task +iterative 997,1006 O I-Task +solvers 1007,1014 O I-Task +for 1015,1018 O I-Task +linear 1019,1025 O I-Task +problems 1026,1034 O I-Task +with 1035,1039 O I-Task +large 1040,1045 O I-Task +, 1045,1046 O I-Task +sparse 1047,1053 O I-Task +matrices 1054,1062 O I-Task +. 1062,1063 O O + +In 1064,1066 O O +this 1067,1071 O O +paper 1072,1077 O O +, 1077,1078 O O +we 1079,1081 O O +will 1082,1086 O O +show 1087,1091 O O +that 1092,1096 O O +all 1097,1100 O O +this 1101,1105 O O +can 1106,1109 O O +be 1110,1112 O O +accomplished 1113,1125 O O +in 1126,1128 O O +the 1129,1132 O O +open 1133,1137 O O +- 1137,1138 O O +source 1138,1144 O O +software 1145,1153 O O +package 1154,1161 O O +PETSc 1162,1167 O B-Material +[ 1168,1169 O O +17 1169,1171 O O +] 1171,1172 O O +. 1172,1173 O O + +Our 1174,1177 O O +implementation 1178,1192 O O +consists 1193,1201 O O +of 1202,1204 O O +a 1205,1206 O O +number 1207,1213 O O +of 1214,1216 O O +functions 1217,1226 O O +in 1227,1229 O O +C 1230,1231 O O +that 1232,1236 O O +are 1237,1240 O O +available 1241,1250 O O +publicly 1251,1259 O O +[ 1260,1261 O O +18 1261,1263 O O +] 1263,1264 O O +. 1264,1265 O O + + +-DOCSTART- (S1877750313001269) + +While 0,5 O O +virtualization 6,20 O B-Process +technologies 21,33 O I-Process +certainly 34,43 O O +reduce 44,50 O O +the 51,54 O O +complexity 55,65 O O +of 66,68 O O +using 69,74 O O +a 75,76 O O +system 77,83 O O +, 83,84 O O +and 85,88 O O +especially 89,99 O O +when 100,104 O O +working 105,112 O O +across 113,119 O O +multiple 120,128 O O +heterogeneous 129,142 O O +computing 143,152 O O +environments 153,165 O O +, 165,166 O O +they 167,171 O O +are 172,175 O O +not 176,179 O O +widely 180,186 O O +deployed 187,195 O O +in 196,198 O O +high 199,203 O B-Task +performance 204,215 O I-Task +computing 216,225 O I-Task +scenarios 226,235 O I-Task +. 235,236 O O + +As 237,239 O O +its 240,243 O O +name 244,248 O O +suggest 249,256 O O +, 256,257 O O +HPC 258,261 O B-Process +seeks 262,267 O O +to 268,270 O O +obtain 271,277 O O +maximum 278,285 O O +performance 286,297 O O +from 298,302 O O +computing 303,312 O O +platforms 313,322 O O +. 322,323 O O + +Extra 324,329 O O +software 330,338 O O +layers 339,345 O O +impact 346,352 O O +detrimentally 353,366 O O +on 367,369 O O +performance 370,381 O O +, 381,382 O O +meaning 383,390 O O +that 391,395 O O +in 396,398 O O +HPC 399,402 O B-Process +scenarios 403,412 O O +users 413,418 O O +typically 419,428 O O +run 429,432 O O +the 433,436 O O +applications 437,449 O B-Material +as 450,452 O O +close 453,458 O O +to 459,461 O O +the 462,465 O O +‘ 466,467 O O +bare 467,471 O O +metal’ 472,478 O O +as 479,481 O O +possible 482,490 O O +. 490,491 O O + +In 492,494 O O +addition 495,503 O O +to 504,506 O O +the 507,510 O O +performance 511,522 O O +degradation 523,534 O O +introduced 535,545 O O +by 546,548 O O +virtualization 549,563 O B-Process +technologies 564,576 O I-Process +, 576,577 O O +choosing 578,586 O O +what 587,591 O O +details 592,599 O O +to 600,602 O O +abstract 603,611 O O +in 612,614 O O +a 615,616 O O +virtualized 617,628 O B-Material +interface 629,638 O I-Material +is 639,641 O O +itself 642,648 O O +very 649,653 O O +important 654,663 O O +. 663,664 O O + +Grid 665,669 O B-Process +and 670,673 O I-Process +cloud 674,679 O I-Process +computing 680,689 O I-Process +support 690,697 O O +different 698,707 O O +interaction 708,719 O B-Process +models 720,726 O I-Process +. 726,727 O O + +In 728,730 O O +grid 731,735 O B-Process +computing 736,745 O I-Process +, 745,746 O O +the 747,750 O O +user 751,755 O O +interacts 756,765 O O +with 766,770 O O +an 771,773 O O +individual 774,784 O O +resource 785,793 O O +( 794,795 O O +or 795,797 O O +sometimes 798,807 O O +a 808,809 O O +broker 810,816 O B-Material +) 816,817 O O +in 818,820 O O +order 821,826 O O +to 827,829 O O +launch 830,836 O O +jobs 837,841 O O 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65,68 O I-Task +management 69,79 O I-Task +of 80,82 O I-Task +ensemble 83,91 O I-Task +simulation 92,102 O I-Task +workflows 103,112 O I-Task +. 112,113 O O + +FabHemeLB 114,123 O B-Material +is 124,126 O O +an 127,129 O O +extended 130,138 O O +version 139,146 O O +of 147,149 O O +FabSim 150,156 O B-Material +[ 157,158 O O +27 158,160 O O +] 160,161 O O +configured 162,172 O O +to 173,175 O O +handle 176,182 O O +HemeLB 183,189 O B-Material +operations 190,200 O O +. 200,201 O O + +Both 202,206 O O +FabSim 207,213 O B-Material +and 214,217 O O +FabHemeLB 218,227 O B-Material +help 228,232 O O +to 233,235 O O +automate 236,244 O B-Task +application 245,256 O I-Task +deployment 257,267 O I-Task +, 267,268 O I-Task +execution 269,278 O I-Task +and 279,282 O I-Task +data 283,287 O I-Task +analysis 288,296 O I-Task +on 297,299 O I-Task +remote 300,306 O I-Task +resources 307,316 O I-Task +. 316,317 O O + +FabHemeLB 318,327 O B-Material +can 328,331 O O +be 332,334 O O +used 335,339 O O +to 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618,619 O O + +The 620,623 O O +tool 624,628 O O +is 629,631 O O +also 632,636 O O +able 637,641 O O +to 642,644 O O +monitor 645,652 O B-Process +the 653,656 O I-Process +queue 657,662 O I-Process +status 663,669 O I-Process +on 670,672 O I-Process +remote 673,679 O I-Process +resources 680,689 O I-Process +, 689,690 O O +fetch 691,696 O B-Process +results 697,704 O I-Process +of 705,707 O I-Process +completed 708,717 O I-Process +jobs 718,722 O I-Process +, 722,723 O O +and 724,727 O O +can 728,731 O O +conveniently 732,744 O O +combine 745,752 O B-Process +functionalities 753,768 O I-Process +into 769,773 O I-Process +single 774,780 O I-Process +one 781,784 O I-Process +- 784,785 O I-Process +line 785,789 O I-Process +commands 790,798 O I-Process +. 798,799 O O + +In 800,802 O O +general 803,810 O O +, 810,811 O O +the 812,815 O O +FabHemeLB 816,825 O B-Material +commands 826,834 O O +have 835,839 O O +the 840,843 O O +following 844,853 O O +structure 854,863 O O +: 863,864 O O + + 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255,259 O O +, 259,260 O O +including 261,270 O O +eye 271,274 O B-Task +location 275,283 O I-Task +, 283,284 O I-Task +geometric 285,294 O I-Task +normalization 295,308 O I-Task +, 308,309 O I-Task +illumination 310,322 O I-Task +normalization 323,336 O I-Task +. 336,337 O O + +During 338,344 O O +the 345,348 O O +face 349,353 O B-Task +preprocessing 354,367 O I-Task +, 367,368 O O +a 369,370 O O +rapid 371,376 O O +eye 377,380 O B-Process +location 381,389 O I-Process +method 390,396 O I-Process +named 397,402 O O +ER 403,405 O B-Process +( 406,407 O O +Eyeball 407,414 O B-Process +Search 415,421 O I-Process +) 421,422 O O +is 423,425 O O +proposed 426,434 O O +and 435,438 O O +implemented 439,450 O O +. 450,451 O O + +Last 452,456 O O +, 456,457 O O +the 458,461 O O +improved 462,470 O O +LBP 471,474 O B-Material +is 475,477 O O +adopted 478,485 O O +for 486,489 O O +recognition 490,501 O B-Task +. 501,502 O O + +Although 503,511 O O +the 512,515 O O +computational 516,529 O O 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+( 1069,1070 O O +Eyeball 1070,1077 O B-Process +Search 1078,1084 O I-Process +) 1084,1085 O O +is 1086,1088 O O +proposed 1089,1097 O O +and 1098,1101 O O +implemented 1102,1113 O O +. 1113,1114 O O + +Last 1115,1119 O O +, 1119,1120 O O +the 1121,1124 O O +improved 1125,1133 O O +LBP 1134,1137 O B-Material +is 1138,1140 O O +adopted 1141,1148 O O +for 1149,1152 O O +recognition 1153,1164 O B-Process +. 1164,1165 O O + +Although 1166,1174 O O +the 1175,1178 O O +computational 1179,1192 O O +capability 1193,1203 O O +of 1204,1206 O O +the 1207,1210 O O +symbian 1211,1218 O B-Material +platform 1219,1227 O I-Material +is 1228,1230 O O +limited 1231,1238 O O +, 1238,1239 O O +the 1240,1243 O O +experimental 1244,1256 O O +results 1257,1264 O O +show 1265,1269 O O +good 1270,1274 O O +performance 1275,1286 O O +for 1287,1290 O O +recognition 1291,1302 O B-Task +rate 1303,1307 O O +and 1308,1311 O O +time 1312,1316 O O +. 1316,1317 O O + +in 1318,1320 O O +press 1321,1326 O O + + +-DOCSTART- (S2212671612000741) + +A 0,1 O O +sentence 2,10 O B-Task +alignment 11,20 O I-Task +model 21,26 O O +based 27,32 O O +on 33,35 O O +combined 36,44 O O +clues 45,50 O O +and 51,54 O O +Kernel 55,61 O B-Process +Extensional 62,73 O I-Process +Matrix 74,80 O I-Process +Matching 81,89 O I-Process +( 90,91 O O +KEMM 91,95 O B-Process +) 95,96 O O +method 97,103 O O +is 104,106 O O +proposed 107,115 O O +. 115,116 O O + +In 117,119 O O +this 120,124 O O +model 125,130 O O +, 130,131 O O +a 132,133 O O +similarity 134,144 O B-Material +matrix 145,151 O I-Material +for 152,155 O O +sentence 156,164 O B-Task +aligning 165,173 O I-Task +is 174,176 O O +formed 177,183 O O +by 184,186 O O +the 187,190 O O +similarities 191,203 O O +of 204,206 O O +bilingual 207,216 O O +sentences 217,226 O O +calculated 227,237 O O +by 238,240 O O +the 241,244 O O +combined 245,253 O O +clues 254,259 O O +, 259,260 O O +such 261,265 O O +as 266,268 O O +lexicon 269,276 O O +, 276,277 O O +morphology 278,288 O O +, 288,289 O O +length 290,296 O O +and 297,300 O O +special 301,308 O O +symbols 309,316 O O +, 316,317 O O +etc 318,321 O O +. 321,322 O O +; 322,323 O O +then 324,328 O O +this 329,333 O O +similarity 334,344 O B-Material +matrix 345,351 O I-Material +is 352,354 O O +used 355,359 O O +to 360,362 O O +construct 363,372 O B-Process +a 373,374 O I-Process +select 375,381 O I-Process +matrix 382,388 O I-Process +for 389,392 O O +sentence 393,401 O B-Task +aligning 402,410 O I-Task +; 410,411 O O +finally 412,419 O O +, 419,420 O O +obtains 421,428 O O +the 429,432 O O +sentence 433,441 O O +alignments 442,452 O O +by 453,455 O O +KEMM 456,460 O B-Process +. 460,461 O O + +Experimental 462,474 O O +results 475,482 O O +illustrated 483,494 O O +that 495,499 O O +our 500,503 O O +model 504,509 O O +outperforms 510,521 O O +over 522,526 O O +the 527,530 O O +Gale 531,535 O B-Process +'s 535,537 O I-Process +system 538,544 O I-Process +on 545,547 O O +handling 548,556 O O +any 557,560 O O +types 561,566 O O +of 567,569 O O +sentence 570,578 O O +alignments 579,589 O O +, 589,590 O O +with 591,595 O O +30 596,598 O O +% 598,599 O O +total 600,605 O O +sentence 606,614 O B-Task +alignment 615,624 O I-Task +error 625,630 O O +rate 631,635 O O +decreasing 636,646 O O +. 646,647 O O + + +-DOCSTART- (S221267161400105X) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +a 14,15 O O +comparison 16,26 O B-Task +between 27,34 O I-Task +two 35,38 O I-Task +popular 39,46 O I-Task +feature 47,54 O I-Task +extraction 55,65 O I-Task +methods 66,73 O I-Task +is 74,76 O O +presented 77,86 O O +. 86,87 O O + +Scale 88,93 O B-Process +- 93,94 O I-Process +invariant 94,103 O I-Process +feature 104,111 O I-Process +transform 112,121 O I-Process +( 122,123 O O +or 123,125 O O +SIFT 126,130 O B-Process +) 130,131 O O +is 132,134 O O +the 135,138 O O +first 139,144 O O +method 145,151 O O +. 151,152 O O + +The 153,156 O O +Speeded 157,164 O B-Process +up 165,167 O I-Process +robust 168,174 O I-Process +features 175,183 O I-Process +( 184,185 O O +or 185,187 O O +SURF 188,192 O B-Process +) 192,193 O O +is 194,196 O O +presented 197,206 O O +as 207,209 O O +second 210,216 O O +. 216,217 O O + +These 218,223 O O +two 224,227 O O +methods 228,235 O O +are 236,239 O O +tested 240,246 O O +on 247,249 O O +set 250,253 O O +of 254,256 O O +depth 257,262 O B-Material +maps 263,267 O I-Material +. 267,268 O O + +Ten 269,272 O O +defined 273,280 O O +gestures 281,289 O O +of 290,292 O O +left 293,297 O O +hand 298,302 O O +are 303,306 O O +in 307,309 O O +these 310,315 O O +depth 316,321 O O +maps 322,326 O O +. 326,327 O O + +The 328,331 O O +Microsoft 332,341 O B-Process +Kinect 342,348 O I-Process +camera 349,355 O I-Process +is 356,358 O O +used 359,363 O O +for 364,367 O O +capturing 368,377 O O +the 378,381 O O +images 382,388 O O +[ 389,390 O O +1 390,391 O O +] 391,392 O O +. 392,393 O O + +The 394,397 O O +Support 398,405 O B-Process +vector 406,412 O I-Process 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145,149 O O +include 150,157 O O +waste 158,163 O B-Material +glass 164,169 O I-Material +cullet 170,176 O I-Material +. 176,177 O O + +As 178,180 O O +the 181,184 O O +percentage 185,195 O O +of 196,198 O O +glass 199,204 O B-Material +increases 205,214 O O +, 214,215 O O +the 216,219 O O +measure 220,227 O O +of 228,230 O O +the 231,234 O O +stiffness 235,244 O B-Process +modulus 245,252 O I-Process +of 253,255 O O +modified 256,264 O B-Material +asphalt 265,272 O I-Material +increases 273,282 O O +too 283,286 O O +. 286,287 O O + +But 288,291 O O +with 292,296 O O +pass 297,301 O O +of 302,304 O O +optimum 305,312 O O +measure 313,320 O O +of 321,323 O O +glass 324,329 O B-Material +the 330,333 O O +stiffness 334,343 O B-Process +modulus 344,351 O I-Process +of 352,354 O O +asphaltic 355,364 O B-Material +samples 365,372 O I-Material +decrease 373,381 O O +. 381,382 O O + +This 383,387 O O +trend 388,393 O O +in 394,396 O O +total 397,402 O O +of 403,405 O O +percentages 406,417 O O +of 418,420 O O +bitumen 421,428 O B-Material +content 429,436 O O +is 437,439 O O +existing 440,448 O O +. 448,449 O O + +Due 450,453 O O +to 454,456 O O +that 457,461 O O +waste 462,467 O B-Material +glass 468,473 O I-Material +cullet 474,480 O I-Material +has 481,484 O O +no 485,487 O O +suction 488,495 O O +; 495,496 O O +the 497,500 O O +trend 501,506 O O +does 507,511 O O +not 512,515 O O +extend 516,522 O O +to 523,525 O O +measuring 526,535 O O +the 536,539 O O +stiffness 540,549 O B-Process +modulus 550,557 O I-Process +of 558,560 O O +asphaltic 561,570 O B-Material +samples 571,578 O I-Material +including 579,588 O O +waste 589,594 O B-Material +glass 595,600 O I-Material +cullet 601,607 O I-Material +with 608,612 O O +different 613,622 O O +percentage 623,633 O O +of 634,636 O O +bitumen 637,644 O B-Material +content 645,652 O O +. 652,653 O O + +Glass 654,659 O B-Material +particles 660,669 O I-Material +do 670,672 O O +not 673,676 O O +absorb 677,683 O O +any 684,687 O O +bituminous 688,698 O B-Material +material 699,707 O I-Material +, 707,708 O O +so 709,711 O O +it 712,714 O O +is 715,717 O O +necessary 718,727 O O +to 728,730 O O +decrease 731,739 O O +the 740,743 O O +bitumen 744,751 O B-Material +content 752,759 O O +with 760,764 O O +the 765,768 O O +addition 769,777 O O +of 778,780 O O +glass 781,786 O B-Material +cullet 787,793 O I-Material +. 793,794 O O + +According 795,804 O O +to 805,807 O O +Fig 808,811 O O +. 811,812 O O + +2 813,814 O O +and 815,818 O O +the 819,822 O O +results 823,830 O O +of 831,833 O O +the 834,837 O O +Marshall 838,846 O B-Process +tests 847,852 O I-Process +, 852,853 O O +the 854,857 O O +optimum 858,865 O O +bitumen 866,873 O B-Material +measures 874,882 O O +decrease 883,891 O O +significantly 892,905 O O +in 906,908 O O +samples 909,916 O O +that 917,921 O O +include 922,929 O O +higher 930,936 O O +percentages 937,948 O O +of 949,951 O O +waste 952,957 O B-Material +glass 958,963 O I-Material +cullet 964,970 O I-Material +. 970,971 O O + +As 972,974 O O +the 975,978 O O +percentage 979,989 O O +of 990,992 O O +optimum 993,1000 O O +bitumen 1001,1008 O B-Material +content 1009,1016 O O +is 1017,1019 O O +1 1020,1021 O O +% 1021,1022 O O +more 1023,1027 O O +in 1028,1030 O O +samples 1031,1038 O O +without 1039,1046 O O +waste 1047,1052 O B-Material +glass 1053,1058 O I-Material +cullet 1059,1065 O I-Material +in 1066,1068 O O +comparison 1069,1079 O O +with 1080,1084 O O +saphaltic 1085,1094 O B-Material +samples 1095,1102 O I-Material +that 1103,1107 O O +include 1108,1115 O O +20 1116,1118 O O +% 1118,1119 O O +waste 1120,1125 O B-Material +glass 1126,1131 O I-Material +cullet 1132,1138 O I-Material +. 1138,1139 O O + +The 1140,1143 O O +stiffness 1144,1153 O B-Process +modulus 1154,1161 O I-Process +of 1162,1164 O O +asphaltic 1165,1174 O B-Material +samples 1175,1182 O I-Material +that 1183,1187 O O +include 1188,1195 O O +waste 1196,1201 O B-Material +glass 1202,1207 O I-Material +cullet 1208,1214 O I-Material +increased 1215,1224 O O +due 1225,1228 O O +to 1229,1231 O O +additional 1232,1242 O O +interlocking 1243,1255 O B-Process +between 1256,1263 O O +the 1264,1267 O O +aggregate 1268,1277 O O +and 1278,1281 O O +the 1282,1285 O O +angularity 1286,1296 O O +of 1297,1299 O O +particles 1300,1309 O O +of 1310,1312 O O +glass 1313,1318 O B-Material +cullet 1319,1325 O I-Material +content 1326,1333 O O +. 1333,1334 O O + +The 1335,1338 O O +increase 1339,1347 O O +in 1348,1350 O O +the 1351,1354 O O +intrusive 1355,1364 O O +friction 1365,1373 O O +angle 1374,1379 O O +because 1380,1387 O O +of 1388,1390 O O +the 1391,1394 O O +glass 1395,1400 O B-Material +particles’ 1401,1411 O I-Material +increased 1412,1421 O O +angularity 1422,1432 O O +is 1433,1435 O O +the 1436,1439 O O +main 1440,1444 O O +reason 1445,1451 O O +for 1452,1455 O O +the 1456,1459 O O +addition 1460,1468 O O +of 1469,1471 O O +the 1472,1475 O O +stiffness 1476,1485 O B-Process +modulus 1486,1493 O I-Process +of 1494,1496 O O +asphaltic 1497,1506 O B-Material +samples 1507,1514 O I-Material +that 1515,1519 O O +include 1520,1527 O O +waste 1528,1533 O B-Material +glass 1534,1539 O I-Material +cullet 1540,1546 O I-Material +. 1546,1547 O O + +But 1548,1551 O O +as 1552,1554 O O +the 1555,1558 O O +percentage 1559,1569 O O +of 1570,1572 O O +glass 1573,1578 O B-Material +content 1579,1586 O O +reaches 1587,1594 O O +greater 1595,1602 O O +than 1603,1607 O O +15 1608,1610 O O +% 1610,1611 O O +, 1611,1612 O O +the 1613,1616 O O +particles’ 1617,1627 O B-Material +abundance 1628,1637 O O +cause 1638,1643 O O +slip 1644,1648 O O +these 1649,1654 O O +particles 1655,1664 O O +on 1665,1667 O O +together 1668,1676 O O +. 1676,1677 O O + +The 1678,1681 O O +stiffness 1682,1691 O B-Process +modulus 1692,1699 O I-Process +of 1700,1702 O O +samples 1703,1710 O O +decreases 1711,1720 O O +as 1721,1723 O O +the 1724,1727 O O +percentage 1728,1738 O O +of 1739,1741 O O +glass 1742,1747 O B-Material +cullet 1748,1754 O I-Material +increases 1755,1764 O O +. 1764,1765 O O + +The 1766,1769 O O +variations 1770,1780 O O +in 1781,1783 O O +the 1784,1787 O O +stiffness 1788,1797 O B-Process +modulus 1798,1805 O I-Process +of 1806,1808 O O +asphaltic 1809,1818 O B-Material +samples 1819,1826 O I-Material +that 1827,1831 O O +include 1832,1839 O O +different 1840,1849 O O +percentages 1850,1861 O O +of 1862,1864 O O +waste 1865,1870 O B-Material +glass 1871,1876 O I-Material +cullet 1877,1883 O I-Material +at 1884,1886 O O +different 1887,1896 O O +temperature 1897,1908 O O +are 1909,1912 O O +shown 1913,1918 O O +in 1919,1921 O O +Fig 1922,1925 O O +. 1925,1926 O O + +3 1927,1928 O O +. 1928,1929 O O + + diff --git a/data/ner/semeval2017/train.txt b/data/ner/semeval2017/train.txt new file mode 100644 index 0000000..8795f5d --- /dev/null +++ b/data/ner/semeval2017/train.txt @@ -0,0 +1,69550 @@ +-DOCSTART- (S0003491615000433) + +Nuclear 0,7 O B-Task +theory 8,14 O I-Task +devoted 15,22 O O +major 23,28 O O +efforts 29,36 O O +since 37,42 O O +4 43,44 O O +decades 45,52 O O +to 53,55 O O +describe 56,64 O O +thermalization 65,79 O B-Task +in 80,82 O O +nuclear 83,90 O B-Process +reactions 91,100 O I-Process +, 100,101 O O +predominantly 102,115 O O +using 116,121 O O +semi 122,126 O B-Process +- 126,127 O I-Process +classical 127,136 O I-Process +methods 137,144 O I-Process +[ 146,147 O O +13,14,10 147,155 O O +] 155,156 O O +, 156,157 O O +in 158,160 O O +line 161,165 O O +with 166,170 O O +similar 171,178 O O +problems 179,187 O O +in 188,190 O O +quantum 191,198 O B-Material +liquids 199,206 O I-Material +[ 208,209 O O +15,16 209,214 O O +] 214,215 O O +. 215,216 O O + +There 217,222 O O +were 223,227 O O +attempts 228,236 O O +to 237,239 O O +develop 240,247 O O +improved 248,256 O B-Process +molecular 257,266 O I-Process +dynamics 267,275 O I-Process +methods 276,283 O I-Process +combining 284,293 O B-Task +quantum 294,301 O I-Task +features 302,310 O I-Task +with 311,315 O O +a 316,317 O O +semi 318,322 O B-Process +classical 323,332 O I-Process +treatment 333,342 O I-Process +of 343,345 O I-Process +dynamical 346,355 O I-Process +correlations 356,368 O I-Process +[ 370,371 O O +17,18 371,376 O O +] 376,377 O O +. 377,378 O O + +Still 379,384 O O +, 384,385 O O +no 386,388 O O +clear 389,394 O O +- 394,395 O O +cut 395,398 O O +quantum 399,406 O B-Process +approach 407,415 O I-Process +is 416,418 O O +readily 419,426 O O +available 427,436 O O +yet 437,440 O O +, 440,441 O O +in 442,444 O O +spite 445,450 O O +of 451,453 O O +numerous 454,462 O O +formal 463,469 O O +attempts 470,478 O O +[ 479,480 O O +19,20,10 480,488 O O +] 488,489 O O +. 489,490 O O + +The 491,494 O O +field 495,500 O B-Task +of 501,503 O I-Task +clusters 504,512 O I-Task +and 513,516 O I-Task +nano 517,521 O I-Task +structures 522,532 O I-Task +is 533,535 O O +far 536,539 O O +younger 540,547 O O +but 548,551 O O +fast 552,556 O O +developing 557,567 O O +in 568,570 O O +relation 571,579 O O +to 580,582 O O +the 583,586 O O +ongoing 587,594 O O +developments 595,607 O O +of 608,610 O O +lasers 611,617 O B-Process +and 618,621 O O +imaging 622,629 O B-Process +techniques 630,640 O I-Process +. 640,641 O O + +Semiclassical 642,655 O O +approaches 656,666 O O +were 667,671 O O +also 672,676 O O +considered 677,687 O O +in 688,690 O O +the 691,694 O O +field 695,700 O O +to 701,703 O O +include 704,711 O O +some 712,716 O O +dynamical 717,726 O O +corrections 727,738 O O +[ 740,741 O O +21,22 741,746 O O +] 746,747 O O +and 748,751 O O +could 752,757 O O +qualitatively 758,771 O B-Process +describe 772,780 O I-Process +dynamical 781,790 O I-Process +processes 791,800 O I-Process +. 800,801 O I-Process + +But 802,805 O O +such 806,810 O O +approaches 811,821 O O +are 822,825 O O +bound 826,831 O O +to 832,834 O O +simple 835,841 O B-Material +metals 842,848 O I-Material +with 849,853 O I-Material +sufficiently 854,866 O I-Material +delocalized 867,878 O I-Material +wave 879,883 O I-Material +functions 884,893 O I-Material +, 893,894 O O +and 895,898 O O +thus 899,903 O O +smooth 904,910 O O +potentials 911,921 O O +justifying 922,932 O O +semiclassical 933,946 O O +approximations 947,961 O O +. 961,962 O O + +The 963,966 O O +case 967,971 O O +of 972,974 O O +organic 975,982 O B-Task +systems 983,990 O I-Task +, 990,991 O O +in 992,994 O O +particular 995,1005 O O +the 1006,1009 O O +much 1010,1014 O O +celebrated 1015,1025 O O +C60 1026,1029 O B-Material + +[ 1032,1033 O O +4,23 1033,1037 O O +] 1037,1038 O O +, 1038,1039 O O +can 1040,1043 O O +not 1043,1046 O O +be 1047,1049 O O +treated 1050,1057 O O +this 1058,1062 O O +way 1063,1066 O O +. 1066,1067 O O + +Semi 1068,1072 O O +classical 1073,1082 O O +, 1082,1083 O O +and 1084,1087 O O +even 1088,1092 O O +classical 1093,1102 O O +approaches 1103,1113 O O +, 1113,1114 O O +can 1115,1118 O O +be 1119,1121 O O +used 1122,1126 O O +at 1127,1129 O O +very 1130,1134 O O +high 1135,1139 O O +excitations 1140,1151 O O +such 1152,1156 O O +as 1157,1159 O O +delivered 1160,1169 O O +by 1170,1172 O O +very 1173,1177 O B-Process +intense 1178,1185 O I-Process +laser 1186,1191 O I-Process +pulses 1192,1198 O I-Process + +[ 1200,1201 O O +2 1201,1202 O O +] 1202,1203 O O +. 1203,1204 O O + +In 1205,1207 O O +such 1208,1212 O O +cases 1213,1218 O O +the 1219,1222 O O +system 1223,1229 O O +is 1230,1232 O O +blown 1233,1238 O O +up 1239,1241 O O +and 1242,1245 O O +details 1246,1253 O O +of 1254,1256 O O +its 1257,1260 O O +quantum 1261,1268 O B-Task +mechanical 1269,1279 O I-Task +features 1280,1288 O I-Task +do 1289,1291 O O +not 1292,1295 O O +matter 1296,1302 O O +anymore 1303,1310 O O +. 1310,1311 O O + +But 1312,1315 O O +for 1316,1319 O O +less 1320,1324 O O +violent 1325,1332 O O +scenarios 1333,1342 O O +, 1342,1343 O O +quantum 1344,1351 O B-Process +shell 1352,1357 O I-Process +effects 1358,1365 O I-Process +can 1366,1369 O O +not 1369,1372 O O +be 1373,1375 O O +ignored 1376,1383 O O +. 1383,1384 O O + + +-DOCSTART- (S0003491615001505) + +The 0,3 O O +next 4,8 O O +important 9,18 O O +step 19,23 O O +might 24,29 O O +be 30,32 O O +the 33,36 O O +derivation 37,47 O O +of 48,50 O O +the 51,54 O O +Dirac 55,60 O B-Process +equation 61,69 O I-Process +. 69,70 O O + +The 71,74 O B-Process +Creutz 75,81 O I-Process +model 82,87 O I-Process +[ 89,90 O O +32 90,92 O O +] 92,93 O O +suggests 94,102 O O +that 103,107 O O +we 108,110 O O +should 111,117 O O +consider 118,126 O O +incorporating 127,140 O O +into 141,145 O O +the 146,149 O O +logical 150,157 O O +inference 158,167 O O +treatment 168,177 O O +, 177,178 O O +the 179,182 O O +additional 183,193 O O +knowledge 194,203 O O +that 204,208 O O +one 209,212 O O +has 213,216 O O +objects 217,224 O B-Process +hopping 225,232 O I-Process +on 233,235 O I-Process +a 236,237 O I-Process +lattice 238,245 O I-Process +instead 246,253 O I-Process +of 254,256 O I-Process +particles 257,266 O I-Process +moving 267,273 O O +in 274,276 O O +a 277,278 O O +space 279,284 O O +- 284,285 O O +time 285,289 O O +continuum 290,299 O O +. 299,300 O O + +Recall 301,307 O O +that 308,312 O O +up 313,315 O O +to 316,318 O O +Section 319,326 O O +2.4 328,331 O O +, 331,332 O O +the 333,336 O O +description 337,348 O O +of 349,351 O O +the 352,355 O O +measurement 356,367 O B-Task +scenario 368,376 O I-Task +, 376,377 O O +robustness 378,388 O O +etc 389,392 O O +. 392,393 O O +is 394,396 O O +explicitly 397,407 O O +discrete 408,416 O O +. 416,417 O O + +In 418,420 O O +Section 421,428 O O +2.4 430,433 O O +, 433,434 O O +the 435,438 O O +continuum 439,448 O O +limit 449,454 O O +was 455,458 O O +taken 459,464 O O +only 465,469 O O +because 470,477 O O +our 478,481 O O +aim 482,485 O O +was 486,489 O O +to 490,492 O O +derive 493,499 O O +the 500,503 O O +Pauli 504,509 O B-Process +equation 510,518 O I-Process +, 518,519 O O +which 520,525 O O +is 526,528 O O +formulated 529,539 O O +in 540,542 O O +continuum 543,552 O B-Material +space 553,558 O I-Material +- 558,559 O I-Material +time 559,563 O I-Material +. 563,564 O O + +Of 565,567 O O +course 568,574 O O +, 574,575 O O +the 576,579 O O +description 580,591 O O +of 592,594 O O +the 595,598 O O +motion 599,605 O B-Task +of 606,608 O I-Task +the 609,612 O I-Task +particle 613,621 O I-Task +in 622,624 O O +Section 625,632 O O +2.6 634,637 O O +is 638,640 O O +entirely 641,649 O O +within 650,656 O O +a 657,658 O O +continuum 659,668 O O +description 669,680 O O +but 681,684 O O +there 685,690 O O +is 691,693 O O +no 694,696 O O +fundamental 697,708 O O +obstacle 709,717 O O +to 718,720 O O +replace 721,728 O O +this 729,733 O O +treatment 734,743 O O +by 744,746 O O +a 747,748 O O +proper 749,755 O O +treatment 756,765 O O +of 766,768 O O +objects 769,776 O B-Material +hopping 777,784 O O +on 785,787 O O +a 788,789 O O +lattice 790,797 O B-Material +. 797,798 O O + +Therefore 799,808 O O +it 809,811 O O +seems 812,817 O O +plausible 818,827 O O +that 828,832 O O +the 833,836 O O +logical 837,844 O O +inference 845,854 O O +approach 855,863 O O +can 864,867 O O +be 868,870 O O +extended 871,879 O O +to 880,882 O O +describe 883,891 O O +massless 892,900 O B-Material +spin-1/2 901,909 O I-Material +particles 910,919 O I-Material +moving 920,926 O O +in 927,929 O O +continuum 930,939 O O +space 940,945 O O +- 945,946 O O +time 946,950 O O +by 951,953 O O +considering 954,965 O O +the 966,969 O O +continuum 970,979 O O +limit 980,985 O O +of 986,988 O O +the 989,992 O O +corresponding 993,1006 O O +lattice 1007,1014 O B-Process +model 1015,1020 O I-Process +. 1020,1021 O O + +An 1022,1024 O O +in 1025,1027 O O +- 1027,1028 O O +depth 1028,1033 O O +, 1033,1034 O O +general 1035,1042 O O +treatment 1043,1052 O O +of 1053,1055 O O +this 1056,1060 O O +problem 1061,1068 O O +is 1069,1071 O O +beyond 1072,1078 O O +the 1079,1082 O O +scope 1083,1088 O O +of 1089,1091 O O +the 1092,1095 O O +present 1096,1103 O O +paper 1104,1109 O O +and 1110,1113 O O +we 1114,1116 O O +therefore 1117,1126 O O +leave 1127,1132 O O +this 1133,1137 O O +interesting 1138,1149 O O +problem 1150,1157 O O +for 1158,1161 O O +future 1162,1168 O B-Task +research 1169,1177 O I-Task +. 1177,1178 O O + + +-DOCSTART- (S0003491615001955) + +A 0,1 O O +fluctuating 2,13 O B-Material +vacuum 14,20 O I-Material +is 21,23 O O +a 24,25 O O +general 26,33 O O +feature 34,41 O O +of 42,44 O O +quantum 45,52 O B-Task +fields 53,59 O I-Task +, 59,60 O O +of 61,63 O O +which 64,69 O O +the 70,73 O O +free 74,78 O B-Process +Maxwell 79,86 O I-Process +field 87,92 O I-Process +considered 93,103 O O +in 104,106 O O +[ 108,109 O O +1–12 109,113 O O +] 113,114 O O +is 115,117 O O +but 118,121 O O +one 122,125 O O +example 126,133 O O +. 133,134 O O + +Fermionic 135,144 O B-Process +fields 145,151 O I-Process +such 152,156 O O +as 157,159 O O +that 160,164 O O +describing 165,175 O O +the 176,179 O O +electron 180,188 O O +, 188,189 O O +also 190,194 O O +undergo 195,202 O B-Process +vacuum 203,209 O I-Process +fluctuations 210,222 O I-Process +, 222,223 O O +consequently 224,236 O O +one 237,240 O O +expects 241,248 O O +to 249,251 O O +find 252,256 O O +Casimir 257,264 O B-Process +effects 265,272 O I-Process +associated 273,283 O O +with 284,288 O O +such 289,293 O B-Process +fields 294,300 O I-Process +whenever 301,309 O O +they 310,314 O O +are 315,318 O O +confined 319,327 O O +in 328,330 O O +some 331,335 O O +way 336,339 O O +. 339,340 O O + +Such 341,345 O O +effects 346,353 O O +were 354,358 O O +first 359,364 O O +investigated 365,377 O O +in 378,380 O O +the 381,384 O O +context 385,392 O O +of 393,395 O O +nuclear 396,403 O B-Task +physics 404,411 O I-Task +, 411,412 O O +within 413,419 O O +the 420,423 O O +so 424,426 O O +- 426,427 O O +called 427,433 O O +“ 434,435 O B-Task +MIT 435,438 O I-Task +bag 439,442 O I-Task +model 443,448 O I-Task +” 448,449 O I-Task +of 450,452 O I-Task +the 453,456 O I-Task +nucleon 457,464 O I-Task +[ 466,467 O O +13 467,469 O O +] 469,470 O O +. 470,471 O O + +In 472,474 O O +the 475,478 O O +bag 479,482 O O +- 482,483 O O +model 483,488 O O +one 489,492 O O +envisages 493,502 O O +the 503,506 O O +nucleon 507,514 O B-Material +as 515,517 O O +a 518,519 O B-Task +collection 520,530 O I-Task +of 531,533 O I-Task +fermionic 534,543 O I-Task +fields 544,550 O I-Task +describing 551,561 O I-Task +confined 562,570 O I-Task +quarks 571,577 O I-Task +. 577,578 O O + +These 579,584 O O +quarks 585,591 O O +are 592,595 O O +subject 596,603 O O +to 604,606 O O +a 607,608 O O +boundary 609,617 O O +condition 618,627 O O +at 628,630 O O +the 631,634 O O +surface 635,642 O O +of 643,645 O O +the 646,649 O O +‘ 650,651 O O +bag’ 651,655 O O +that 656,660 O O +represents 661,671 O O +the 672,675 O O +nucleon 676,683 O O +’s 683,685 O O +surface 686,693 O O +. 693,694 O O + +Just 695,699 O O +as 700,702 O O +in 703,705 O O +the 706,709 O O +electromagnetic 710,725 O O +case 726,730 O O +, 730,731 O O +the 732,735 O B-Process +bag 736,739 O I-Process +boundary 740,748 O I-Process +condition 749,758 O I-Process +modifies 759,767 O I-Process +the 768,771 O I-Process +vacuum 772,778 O I-Process +fluctuations 779,791 O I-Process +of 792,794 O I-Process +the 795,798 O I-Process +field 799,804 O I-Process +, 804,805 O O +which 806,811 O O +results 812,819 O O +in 820,822 O O +the 823,826 O O +appearance 827,837 O O +of 838,840 O O +a 841,842 O O +Casimir 843,850 O B-Task +force 851,856 O I-Task + +[ 858,859 O O +14–18 859,864 O O +] 864,865 O O +. 865,866 O O + +This 867,871 O O +force 872,877 O O +, 877,878 O O +although 879,887 O O +very 888,892 O O +weak 893,897 O O +at 898,900 O O +a 901,902 O O +macroscopic 903,914 O O +scale 915,920 O O +, 920,921 O O +can 922,925 O O +be 926,928 O O +significant 929,940 O O +on 941,943 O O +the 944,947 O O +small 948,953 O O +length 954,960 O O +scales 961,967 O O +encountered 968,979 O O +in 980,982 O O +nuclear 983,990 O B-Task +physics 991,998 O I-Task +. 998,999 O O + +It 1000,1002 O O +therefore 1003,1012 O O +has 1013,1016 O O +important 1017,1026 O O +consequences 1027,1039 O O +for 1040,1043 O O +the 1044,1047 O O +physics 1048,1055 O O +of 1056,1058 O O +the 1059,1062 O O +bag 1063,1066 O B-Material +- 1066,1067 O I-Material +model 1067,1072 O I-Material +nucleon 1073,1080 O I-Material +[ 1082,1083 O O +19 1083,1085 O O +] 1085,1086 O O +. 1086,1087 O O + + +-DOCSTART- (S0009261409006666) + +We 0,2 O O +have 3,7 O O +presented 8,17 O O +spectrally 18,28 O B-Process +resolved 29,37 O I-Process +femtosecond 38,49 O I-Process +three 50,55 O I-Process +- 55,56 O I-Process +pulse 56,61 O I-Process +photon 62,68 O I-Process +echo 69,73 O I-Process +measurements 74,86 O I-Process +on 87,89 O O +Zn(II)–OEP 90,100 O B-Material +, 100,101 O O +Ni(II)–OEP 102,112 O B-Material +and 113,116 O O +Co(II)–OEP 117,127 O B-Material +. 127,128 O O + +Increased 129,138 O B-Task +degree 139,145 O I-Task +of 146,148 O I-Task +freedom 149,156 O I-Task +in 157,159 O O +scans 160,165 O O +of 166,168 O O +time 169,173 O O +delays 174,180 O O +allows 181,187 O O +one 188,191 O O +to 192,194 O O +separate 195,203 O B-Process +and 204,207 O I-Process +extract 208,215 O I-Process +specific 216,224 O I-Process +type 225,229 O I-Process +of 230,232 O I-Process +spectroscopic 233,246 O I-Process +information 247,258 O I-Process +in 259,261 O O +complex 262,269 O B-Material +molecules 270,279 O I-Material +by 280,282 O O +studying 283,291 O O +spectral 292,300 O B-Process +and 301,304 O I-Process +temporal 305,313 O I-Process +evolution 314,323 O I-Process +of 324,326 O I-Process +the 327,330 O I-Process +photon 331,337 O I-Process +echo 338,342 O I-Process +signals 343,350 O I-Process +. 350,351 O O + +By 352,354 O O +varying 355,362 O B-Process +the 363,366 O I-Process +population 367,377 O I-Process +times 378,383 O I-Process +, 383,384 O O +population 385,395 O B-Task +relaxation 396,406 O I-Task +dynamics 407,415 O I-Task +and 416,419 O O +inhomogeneous 420,433 O B-Process +broadening 434,444 O I-Process +is 445,447 O O +revealed 448,456 O O +in 457,459 O O +the 460,463 O O +photon 464,470 O B-Material +echo 471,475 O I-Material +spectra 476,483 O I-Material +. 483,484 O O + +Time 485,489 O B-Material +- 489,490 O I-Material +integrated 490,500 O I-Material +photon 501,507 O I-Material +echo 508,512 O I-Material +signals 513,520 O I-Material +show 521,525 O O +two 526,529 O O +different 530,539 O O +timescales 540,550 O B-Material +. 550,551 O O + +The 552,555 O O +electronic 556,566 O B-Material +relaxation 567,577 O I-Material +timescale 578,587 O I-Material +is 588,590 O O +found 591,596 O O +to 597,599 O O +be 600,602 O O +sub 603,606 O B-Material +50fs 607,611 O I-Material +whereas 612,619 O O +the 620,623 O O +timescale 624,633 O B-Material +for 634,637 O O +intramolecular 638,652 O B-Process +vibrational 653,664 O I-Process +relaxation 665,675 O I-Process +, 675,676 O O +occurring 677,686 O O +in 687,689 O O +Q00 690,693 O B-Material +band 694,698 O I-Material +, 698,699 O O +was 700,703 O O +found 704,709 O O +to 710,712 O O +be 713,715 O O +over 716,720 O O +a 721,722 O O +picosecond 723,733 O O +for 734,737 O O +Co(II)–OEP 738,748 O B-Material +and 749,752 O O +Ni(II)–OEP 753,763 O B-Material +and 764,767 O O +within 768,774 O B-Material +a 775,776 O I-Material +picosecond 777,787 O I-Material +for 788,791 O I-Material +Zn(II)–OEP 792,802 O I-Material +. 802,803 O O + + +-DOCSTART- (S0009261412006513) + +Water 0,5 O B-Material +is 6,8 O O +the 9,12 O O +most 13,17 O O +important 18,27 O O +liquid 28,34 O B-Material +, 34,35 O O +and 36,39 O O +the 40,43 O O +nature 44,50 O O +of 51,53 O O +its 54,57 O O +structure 58,67 O O +remains 68,75 O O +a 76,77 O O +topic 78,83 O O +of 84,86 O O +keen 87,91 O O +debate 92,98 O O +and 99,102 O O +an 103,105 O O +active 106,112 O O +area 113,117 O O +of 118,120 O O +research 121,129 O O +[ 130,131 O O +1–9 131,134 O O +] 134,135 O O +. 135,136 O O + +Much 137,141 O O +of 142,144 O O +this 145,149 O O +debate 150,156 O O +centers 157,164 O O +around 165,171 O O +whether 172,179 O O +water 180,185 O B-Material +has 186,189 O O +a 190,191 O O +mainly 192,198 O O +tetrahedral 199,210 O O +structure 211,220 O O +with 221,225 O O +a 226,227 O O +continuum 228,237 O O +of 238,240 O O +distorted 241,250 O B-Material +hydrogen 251,259 O I-Material +bonds 260,265 O I-Material +, 265,266 O O +or 267,269 O O +if 270,272 O O +it 273,275 O O +contains 276,284 O O +a 285,286 O O +mixture 287,294 O O +of 295,297 O O +two 298,301 O O +distinct 302,310 O O +components 311,321 O O +. 321,322 O O + +One 323,326 O O +major 327,332 O O +development 333,344 O O +in 345,347 O O +recent 348,354 O O +years 355,360 O O +is 361,363 O O +the 364,367 O O +application 368,379 O O +of 380,382 O O +inner 383,388 O B-Process +- 388,389 O I-Process +shell 389,394 O I-Process +spectroscopic 395,408 O I-Process +techniques 409,419 O I-Process +, 419,420 O O +such 421,425 O O +as 426,428 O O +X 429,430 O B-Process +- 430,431 O I-Process +ray 431,434 O I-Process +absorption 435,445 O I-Process +spectroscopy 446,458 O I-Process +( 459,460 O O +XAS 460,463 O B-Process +) 463,464 O O +and 465,468 O O +X 469,470 O B-Process +- 470,471 O I-Process +ray 471,474 O I-Process +emission 475,483 O I-Process +spectroscopy 484,496 O I-Process +( 497,498 O O +XES 498,501 O B-Process +) 501,502 O O +at 503,505 O O +the 506,509 O O +oxygen 510,516 O B-Material +K 517,518 O I-Material +- 518,519 O I-Material +edge 519,523 O I-Material +to 524,526 O O +investigate 527,538 O O +the 539,542 O O +structure 543,552 O O +of 553,555 O O +water 556,561 O B-Material +[ 562,563 O O +2,10–12 563,570 O O +] 570,571 O O +. 571,572 O O + +These 573,578 O O +methods 579,586 O O +can 587,590 O O +provide 591,598 O O +a 599,600 O O +direct 601,607 O B-Process +structural 608,618 O I-Process +probe 619,624 O I-Process +of 625,627 O I-Process +water 628,633 O I-Process +, 633,634 O O +providing 635,644 O O +insight 645,652 O O +into 653,657 O O +the 658,661 O O +nature 662,668 O O +of 669,671 O O +its 672,675 O O +hydrogen 676,684 O B-Task +bonding 685,692 O I-Task +network 693,700 O I-Task +. 700,701 O O + +Theoretical 702,713 O O +studies 714,721 O O +play 722,726 O O +a 727,728 O O +critical 729,737 O O +role 738,742 O O +in 743,745 O O +these 746,751 O O +studies 752,759 O O +, 759,760 O O +since 761,766 O O +the 767,770 O O +analysis 771,779 O O +of 780,782 O O +the 783,786 O O +experimental 787,799 O B-Material +data 800,804 O I-Material +requires 805,813 O O +calculations 814,826 O B-Material +to 827,829 O O +provide 830,837 O O +a 838,839 O O +link 840,844 O O +between 845,852 O O +the 853,856 O O +observed 857,865 O B-Process +spectral 866,874 O I-Process +features 875,883 O I-Process +and 884,887 O O +the 888,891 O O +underlying 892,902 O B-Task +structure 903,912 O I-Task +. 912,913 O O + +However 914,921 O O +, 921,922 O O +the 923,926 O O +simulation 927,937 O O +of 938,940 O O +the 941,944 O O +XAS 945,948 O B-Process +or 949,951 O O +XES 952,955 O B-Process +for 956,959 O O +liquid 960,966 O B-Material +water 967,972 O I-Material +presents 973,981 O O +a 982,983 O O +difficult 984,993 O O +challenge 994,1003 O O +because 1004,1011 O O +it 1012,1014 O O +requires 1015,1023 O O +accurate 1024,1032 O B-Process +molecular 1033,1042 O I-Process +dynamics 1043,1051 O I-Process +simulations 1052,1063 O I-Process +to 1064,1066 O O +provide 1067,1074 O O +a 1075,1076 O O +correct 1077,1084 O O +description 1085,1096 O O +of 1097,1099 O O +the 1100,1103 O O +molecular 1104,1113 O B-Task +structure 1114,1123 O I-Task +coupled 1124,1131 O O +with 1132,1136 O O +accurate 1137,1145 O O +calculations 1146,1158 O O +of 1159,1161 O O +the 1162,1165 O O +spectral 1166,1174 O B-Task +properties 1175,1185 O I-Task +, 1185,1186 O O +i.e. 1187,1191 O O +excitation 1192,1202 O B-Task +energies 1203,1211 O I-Task +and 1212,1215 O O +line 1216,1220 O B-Task +intensities 1221,1232 O I-Task +. 1232,1233 O O + +Furthermore 1234,1245 O O +, 1245,1246 O O +adequate 1247,1255 O B-Material +sampling 1256,1264 O I-Material +over 1265,1269 O O +molecular 1270,1279 O B-Process +configurations 1280,1294 O I-Process +also 1295,1299 O O +needs 1300,1305 O O +to 1306,1308 O O +be 1309,1311 O O +accounted 1312,1321 O O +for 1322,1325 O O +. 1325,1326 O O + + +-DOCSTART- (S0009261412012365) + +Under 0,5 O O +these 6,11 O O +experimental 12,24 O O +conditions 25,35 O O +, 35,36 O O +the 37,40 O O +observed 41,49 O B-Process +dynamics 50,58 O I-Process +has 59,62 O O +to 63,65 O O +occur 66,71 O O +where 72,77 O O +the 78,81 O O +probe 82,87 O B-Process +laser 88,93 O I-Process +induces 94,101 O O +the 102,105 O O +reactions 106,115 O B-Task +resulting 116,125 O O +in 126,128 O O +further 129,136 O B-Process +ionization 137,147 O I-Process +[ 148,149 O O +30 149,151 O O +] 151,152 O O +. 152,153 O O + +The 154,157 O O +two 158,161 O B-Process +- 161,162 O I-Process +step 162,166 O I-Process +decay 167,172 O I-Process +model 173,178 O I-Process +[ 179,180 O O +26 180,182 O O +] 182,183 O O +was 184,187 O O +applied 188,195 O O +to 196,198 O O +explain 199,206 O O +the 207,210 O O +above 211,216 O O +- 216,217 O O +mentioned 217,226 O O +fragmentation 227,240 O B-Process +of 241,243 O I-Process +DCPD 244,248 O I-Process +to 249,251 O I-Process +CPD 252,255 O I-Process +, 255,256 O O +shown 257,262 O O +in 263,265 O O +Figure 266,272 O O +8a 273,275 O O +. 275,276 O O + +The 277,280 O O +fitting 281,288 O O +of 289,291 O O +the 292,295 O O +rise 296,300 O B-Material +and 301,304 O I-Material +decay 305,310 O I-Material +components 311,321 O I-Material +of 322,324 O O +the 325,328 O O +transients 329,339 O B-Material +were 340,344 O O +done 345,349 O O +by 350,352 O O +Matlab 353,359 O B-Process +® 359,360 O I-Process +programming 361,372 O I-Process +using 373,378 O O +the 379,382 O O +curve 383,388 O B-Process +fitting 389,396 O I-Process +Levenberg 397,406 O I-Process +– 406,407 O I-Process +Marquardt 407,416 O I-Process +algorithm 417,426 O I-Process +. 426,427 O O + +The 428,431 O O +best 432,436 O B-Process +fit 437,440 O I-Process +decay 441,446 O I-Process +constants 447,456 O I-Process +for 457,460 O O +the 461,464 O O +biexponential 465,478 O B-Material +decay 479,484 O I-Material +components 485,495 O I-Material +of 496,498 O O +C10H12 499,505 O B-Material ++ 505,506 O I-Material +ion 507,510 O I-Material +signal 511,517 O I-Material +is 518,520 O O +τ1=35fs 521,528 O B-Process +and 529,532 O O +τ2=240fs 533,541 O B-Process +, 541,542 O O +while 543,548 O O +that 549,553 O O +for 554,557 O O +C5H6 558,562 O B-Material ++ 562,563 O I-Material +ion 564,567 O I-Material +signal 568,574 O I-Material +is 575,577 O O +τ1=36fs 578,585 O B-Process +and 586,589 O O +τ2=280fs 590,598 O B-Process +, 598,599 O O +respectively 600,612 O O +. 612,613 O O + +These 614,619 O O +decay 620,625 O B-Task +constants 626,635 O I-Task +conform 636,643 O O +to 644,646 O O +the 647,650 O O +previously 651,661 O O +reported 662,670 O O +time 671,675 O O +constants 676,685 O O +of 686,688 O O +norbornene 689,699 O B-Material +and 700,703 O O +norbornadiene 704,717 O B-Material +[ 718,719 O O +22,23 719,724 O O +] 724,725 O O +. 725,726 O O + +The 727,730 O O +transients 731,741 O O +of 742,744 O O +the 745,748 O O +reaction 749,757 O O +fragment 758,766 O O +C5H6 767,771 O O ++ 771,772 O O +are 773,776 O O +sufficiently 777,789 O O +different 790,799 O O +from 800,804 O O +that 805,809 O O +of 810,812 O O +the 813,816 O O +parent 817,823 O B-Material +ion 824,827 O I-Material +C10H12 828,834 O B-Material ++ 834,835 O I-Material +indicating 836,846 O O +that 847,851 O O +we 852,854 O O +are 855,858 O O +studying 859,867 O O +the 868,871 O O +distinct 872,880 O B-Task +dynamics 881,889 O I-Task +of 890,892 O I-Task +the 893,896 O I-Task +neutrals 897,905 O I-Task +and 906,909 O O +not 910,913 O O +that 914,918 O O +of 919,921 O O +the 922,925 O O +parent 926,932 O B-Process +ion 933,936 O I-Process +fragmentation 937,950 O I-Process +[ 951,952 O O +24 952,954 O O +] 954,955 O O +. 955,956 O O + +Applying 957,965 O B-Process +laser 966,971 O I-Process +control 972,979 O I-Process +principles 980,990 O I-Process +under 991,996 O O +such 997,1001 O O +experimental 1002,1014 O O +circumstances 1015,1028 O O +also 1029,1033 O O +confirms 1034,1042 O O +that 1043,1047 O O +we 1048,1050 O O +are 1051,1054 O O +controlling 1055,1066 O B-Process +the 1067,1070 O I-Process +product 1071,1078 O I-Process +yield 1079,1084 O I-Process +of 1085,1087 O I-Process +C5H6 1088,1092 O I-Process ++ 1092,1093 O I-Process +, 1093,1094 O O +resulting 1095,1104 O O +from 1105,1109 O O +the 1110,1113 O O +photochemical 1114,1127 O B-Process +reaction 1128,1136 O I-Process +of 1137,1139 O I-Process +DCPD 1140,1144 O I-Process +. 1144,1145 O O + + +-DOCSTART- (S0009261412013838) + +Experimental 0,12 O O +studies 13,20 O O +of 21,23 O O +the 24,27 O O +dynamics 28,36 O O +of 37,39 O O +individual 40,50 O O +carbon 51,57 O B-Material +atoms 58,63 O I-Material +in 64,66 O O +graphene 67,75 O B-Material +have 76,80 O O +been 81,85 O O +empowered 86,95 O O +by 96,98 O O +the 99,102 O O +recent 103,109 O O +progress 110,118 O O +in 119,121 O O +aberration 122,132 O B-Process +- 132,133 O I-Process +corrected 133,142 O I-Process +transmission 143,155 O I-Process +electron 156,164 O I-Process +microscopy 165,175 O I-Process +( 176,177 O O +AC 177,179 O B-Process +- 179,180 O I-Process +TEM 180,183 O I-Process +) 183,184 O O +capable 185,192 O O +of 193,195 O O +sub 196,199 O B-Process +- 199,200 O I-Process +Ångstrom 200,208 O I-Process +resolution 209,219 O I-Process +. 219,220 O O + +The 221,224 O O +examples 225,233 O O +include 234,241 O O +AC 242,244 O B-Process +- 244,245 O I-Process +TEM 245,248 O I-Process +observations 249,261 O I-Process +of 262,264 O I-Process +the 265,268 O I-Process +formation 269,278 O I-Process +and 279,282 O I-Process +annealing 283,292 O I-Process +of 293,295 O I-Process +Stone 296,301 O I-Process +– 301,302 O I-Process +Wales 302,307 O I-Process +defects 308,315 O I-Process +[ 316,317 O O +1 317,318 O O +] 318,319 O O +, 319,320 O O +edge 321,325 O B-Process +reconstruction 326,340 O I-Process +[ 341,342 O O +2,3 342,345 O O +] 345,346 O O +and 347,350 O O +formation 351,360 O B-Process +of 361,363 O I-Process +a 364,365 O I-Process +large 366,371 O I-Process +hole 372,376 O I-Process +in 377,379 O I-Process +graphene 380,388 O I-Process +sheet 389,394 O I-Process +from 395,399 O I-Process +a 400,401 O I-Process +single 402,408 O I-Process +vacancy 409,416 O I-Process +defect 417,423 O I-Process +[ 424,425 O O +3 425,426 O O +] 426,427 O O +. 427,428 O O + +The 429,432 O O +AC 433,435 O O +- 435,436 O O +TEM 436,439 O O +has 440,443 O O +been 444,448 O O +also 449,453 O O +exploited 454,463 O O +in 464,466 O O +visualization 467,480 O O +in 481,483 O O +real 484,488 O O +time 489,493 O O +of 494,496 O O +the 497,500 O O +process 501,508 O B-Process +of 509,511 O I-Process +self 512,516 O I-Process +- 516,517 O I-Process +assembly 517,525 O I-Process +of 526,528 O I-Process +graphene 529,537 O I-Process +nanoribbons 538,549 O I-Process +from 550,554 O O +molecular 555,564 O B-Material +precursors 565,575 O I-Material + +[ 576,577 O O +4,5 577,580 O O +] 580,581 O O +and 582,585 O O +formation 586,595 O B-Process +of 596,598 O I-Process +nanometre 599,608 O I-Process +size 609,613 O I-Process +hollow 614,620 O I-Process +protrusion 621,631 O I-Process +on 632,634 O I-Process +the 635,638 O I-Process +nanotube 639,647 O I-Process +sidewall 648,656 O I-Process +[ 657,658 O O +6 658,659 O O +] 659,660 O O +. 660,661 O O + +Based 662,667 O O +on 668,670 O O +AC 671,673 O B-Process +- 673,674 O I-Process +TEM 674,677 O I-Process +observations 678,690 O I-Process +of 691,693 O O +transformation 694,708 O O +of 709,711 O O +small 712,717 O B-Material +finite 718,724 O I-Material +graphene 725,733 O I-Material +flake 734,739 O I-Material +into 740,744 O O +fullerene 745,754 O B-Material +, 754,755 O O +a 756,757 O O +new 758,761 O O +‘ 762,763 O B-Task +top 763,766 O I-Task +- 766,767 O I-Task +down’ 767,772 O I-Task +mechanism 773,782 O I-Task +for 783,786 O I-Task +the 787,790 O I-Task +formation 791,800 O I-Task +of 801,803 O I-Task +fullerene 804,813 O I-Task +under 814,819 O O +the 820,823 O O +electron 824,832 O O +beam 833,837 O O +radiation 838,847 O O +has 848,851 O O +been 852,856 O O +proposed 857,865 O O +[ 866,867 O O +7 867,868 O O +] 868,869 O O +. 869,870 O O + +The 871,874 O O +critical 875,883 O O +step 884,888 O O +in 889,891 O O +the 892,895 O O +proposed 896,904 O B-Task +‘ 905,906 O I-Task +top 906,909 O I-Task +- 909,910 O I-Task +down’ 910,915 O I-Task +mechanism 916,925 O I-Task +of 926,928 O I-Task +the 929,932 O I-Task +fullerene 933,942 O I-Task +formation 943,952 O I-Task +is 953,955 O O +creation 956,964 O B-Process +of 965,967 O I-Process +vacancies 968,977 O I-Process +in 978,980 O I-Process +small 981,986 O I-Process +graphene 987,995 O I-Process +flake 996,1001 O I-Process +as 1002,1004 O O +a 1005,1006 O O +result 1007,1013 O O +of 1014,1016 O O +knock 1017,1022 O B-Process +- 1022,1023 O I-Process +on 1023,1025 O I-Process +damage 1026,1032 O I-Process +by 1033,1035 O I-Process +electrons 1036,1045 O I-Process +of 1046,1048 O I-Process +the 1049,1052 O I-Process +imaging 1053,1060 O I-Process +electron 1061,1069 O I-Process +beam 1070,1074 O I-Process +( 1075,1076 O I-Process +e 1076,1077 O I-Process +- 1077,1078 O I-Process +beam 1078,1082 O I-Process +) 1082,1083 O I-Process +. 1083,1084 O O + +The 1085,1088 O O +subsequent 1089,1099 O B-Task +formation 1100,1109 O I-Task +of 1110,1112 O I-Task +pentagons 1113,1122 O I-Task +at 1123,1125 O O +the 1126,1129 O O +vacancy 1130,1137 O O +sites 1138,1143 O O +near 1144,1148 O O +the 1149,1152 O O +edge 1153,1157 O O +reduces 1158,1165 O O +the 1166,1169 O O +number 1170,1176 O O +of 1177,1179 O O +dangling 1180,1188 O O +bonds 1189,1194 O O +and 1195,1198 O O +triggers 1199,1207 O O +the 1208,1211 O O +curving 1212,1219 O O +process 1220,1227 O O +of 1228,1230 O O +graphene 1231,1239 O O +flake 1240,1245 O O +into 1246,1250 O O +a 1251,1252 O O +closed 1253,1259 O O +fullerene 1260,1269 O O +structure 1270,1279 O O +[ 1280,1281 O O +7 1281,1282 O O +] 1282,1283 O O +. 1283,1284 O O + +Thus 1285,1289 O O +, 1289,1290 O O +dynamic 1291,1298 O O +behaviour 1299,1308 O O +of 1309,1311 O O +vacancies 1312,1321 O O +near 1322,1326 O O +graphene 1327,1335 O O +edge 1336,1340 O O +plays 1341,1346 O O +a 1347,1348 O O +crucial 1349,1356 O O +role 1357,1361 O O +in 1362,1364 O O +explaining 1365,1375 O O +mechanisms 1376,1386 O O +of 1387,1389 O O +the 1390,1393 O O +e 1394,1395 O B-Task +- 1395,1396 O I-Task +beam 1396,1400 O I-Task +assisted 1401,1409 O I-Task +self 1410,1414 O I-Task +- 1414,1415 O I-Task +assembly 1415,1423 O I-Task +and 1424,1427 O O +structural 1428,1438 O B-Task +transformations 1439,1454 O I-Task +in 1455,1457 O I-Task +graphene 1458,1466 O I-Task +- 1466,1467 O I-Task +like 1467,1471 O I-Task +structures 1472,1482 O I-Task +. 1482,1483 O O + + +-DOCSTART- (S0009261413006738) + +The 0,3 O O +PESs 4,8 O O +here 9,13 O O +employed 14,22 O O +have 23,27 O O +already 28,35 O O +been 36,40 O O +tested 41,47 O O +in 48,50 O O +order 51,56 O O +to 57,59 O O +verify 60,66 O B-Process +their 67,72 O I-Process +validity 73,81 O I-Process +for 82,85 O I-Process +dynamical 86,95 O I-Process +purposes 96,104 O I-Process +. 104,105 O O + +Such 106,110 O O +tests 111,116 O O +include 117,124 O O +studies 125,132 O B-Task +of 133,135 O I-Task +the 136,139 O I-Task +nitrogen 140,148 O I-Task +exchange 149,157 O I-Task +reaction 158,166 O I-Task +[ 167,168 O O +14 168,170 O O +] 170,171 O O +both 172,176 O O +adiabatic 177,186 O O +by 187,189 O O +running 190,197 O O +trajectories 198,210 O O +on 211,213 O O +the 214,217 O O +lowest 218,224 O O +surfaces 225,233 O O +and 234,237 O O +non 238,241 O O +- 241,242 O O +adiabatic 242,251 O O +by 252,254 O O +using 255,260 O O +the 261,264 O O +trajectory 265,275 O B-Process +surface 276,283 O I-Process +hoping 284,290 O I-Process +( 291,292 O I-Process +TSH 292,295 O I-Process +) 295,296 O I-Process +method 297,303 O I-Process +[ 304,305 O O +22,23 305,310 O O +] 310,311 O O +for 312,315 O O +transitions 316,327 O O +to 328,330 O O +the 331,334 O O +excited 335,342 O O +state 343,348 O O +of 349,351 O O +same 352,356 O O +symmetry 357,365 O O +. 365,366 O O + +It 367,369 O O +was 370,373 O O +concluded 374,383 O O +that 384,388 O O +nonadiabatic 389,401 O O +transitions 402,413 O O +could 414,419 O O +not 420,423 O O +make 424,428 O O +a 429,430 O O +significant 431,442 O O +impact 443,449 O O +on 450,452 O O +the 453,456 O O +rate 457,461 O B-Material +coefficients 462,474 O I-Material +, 474,475 O O +and 476,479 O O +therefore 480,489 O O +all 490,493 O O +trajectories 494,506 O O +here 507,511 O O +reported 512,520 O O +are 521,524 O O +independently 525,538 O B-Process +integrated 539,549 O I-Process +for 550,553 O I-Process +each 554,558 O I-Process +symmetry 559,567 O I-Process +on 568,570 O O +the 571,574 O O +corresponding 575,588 O O +lowest 589,595 O O +adiabatic 596,605 O O +PES 606,609 O O +. 609,610 O O + +In 611,613 O O +fact 614,618 O O +, 618,619 O O +we 620,622 O O +have 623,627 O O +tested 628,634 O O +the 635,638 O O +impact 639,645 O O +of 646,648 O O +running 649,656 O O +the 657,660 O O +trajectories 661,673 O O +starting 674,682 O O +on 683,685 O O +the 686,689 O O +upper 690,695 O O +sheets 696,702 O O +, 702,703 O O +and 704,707 O O +found 708,713 O O +no 714,716 O O +vibrational 717,728 O B-Process +transition 729,739 O I-Process +to 740,742 O O +take 743,747 O O +place 748,753 O O +, 753,754 O O +only 755,759 O O +small 760,765 O O +amounts 766,773 O O +of 774,776 O O +rotational 777,787 O B-Task +energy 788,794 O I-Task +is 795,797 O O +exchanged 798,807 O O +in 808,810 O O +this 811,815 O O +case 816,820 O O +. 820,821 O O + +Also 822,826 O O +neglected 827,836 O O +are 837,840 O O +electronic 841,851 O B-Process +transitions 852,863 O I-Process +to 864,866 O I-Process +the 867,870 O I-Process +quartet 871,878 O I-Process +state 879,884 O I-Process +which 885,890 O O +are 891,894 O O +believed 895,903 O O +to 904,906 O O +be 907,909 O O +far 910,913 O O +less 914,918 O O +probable 919,927 O O +than 928,932 O O +the 933,936 O O +simple 937,943 O O +vibrational 944,955 O O +energy 956,962 O O +transfer 963,971 O O +here 972,976 O O +studied 977,984 O O +due 985,988 O O +to 989,991 O O +their 992,997 O O +spin 998,1002 O O +- 1002,1003 O O +forbidden 1003,1012 O O +character 1013,1022 O O +. 1022,1023 O O + +It 1024,1026 O O +should 1027,1033 O O +also 1034,1038 O O +be 1039,1041 O O +noted 1042,1047 O O +that 1048,1052 O O +the 1053,1056 O O +use 1057,1060 O B-Process +of 1061,1063 O I-Process +quasiclassical 1064,1078 O I-Process +trajectories 1079,1091 O I-Process +is 1092,1094 O O +justified 1095,1104 O O +by 1105,1107 O O +the 1108,1111 O O +large 1112,1117 O O +masses 1118,1124 O O +of 1125,1127 O O +the 1128,1131 O O +atoms 1132,1137 O B-Material +involved 1138,1146 O O +[ 1147,1148 O O +24 1148,1150 O O +] 1150,1151 O O +. 1151,1152 O O + + +-DOCSTART- (S0009261413011111) + +The 0,3 O O +optical 4,11 O O +properties 12,22 O O +of 23,25 O O +charged 26,33 O O +excitations 34,45 O O +are 46,49 O O +important 50,59 O O +for 60,63 O O +understanding 64,77 O O +organic 78,85 O B-Task +semiconductor 86,99 O I-Task +photophysics 100,112 O I-Task +. 112,113 O O + +The 114,117 O O +injection 118,127 O O +of 128,130 O O +electric 131,139 O B-Material +charge 140,146 O I-Material +into 147,151 O O +organic 152,159 O B-Material +materials 160,169 O I-Material +polarizes 170,179 O O +the 180,183 O O +surroundings 184,196 O O +and 197,200 O O +changes 201,208 O O +the 209,212 O O +bond 213,217 O O +lengths 218,225 O O +around 226,232 O O +it 233,235 O O +, 235,236 O O +such 237,241 O O +an 242,244 O O +excitation 245,255 O O +is 256,258 O O +defined 259,266 O O +as 267,269 O O +a 270,271 O O +charged 272,279 O B-Material +polaron 280,287 O I-Material +. 287,288 O O + +Absorption 289,299 O O +of 300,302 O O +light 303,308 O O +and 309,312 O O +fluorescence 313,325 O O +quenching 326,335 O O +by 336,338 O O +polarons 339,347 O O +are 348,351 O O +important 352,361 O O +issues 362,368 O O +in 369,371 O O +the 372,375 O O +operation 376,385 O B-Task +of 386,388 O I-Task +organic 389,396 O I-Task +optoelectronic 397,411 O I-Task +devices 412,419 O I-Task +. 419,420 O O + +It 421,423 O O +is 424,426 O O +particularly 427,439 O O +relevant 440,448 O O +to 449,451 O O +the 452,455 O O +development 456,467 O B-Task +of 468,470 O I-Task +electrically 471,483 O I-Task +pumped 484,490 O I-Task +lasers 491,497 O I-Task +. 497,498 O O + +With 499,503 O O +recent 504,510 O O +advances 511,519 O O +in 520,522 O O +materials 523,532 O O +properties 533,543 O O +and 544,547 O O +optical 548,555 O O +design 556,562 O O +the 563,566 O O +lasing 567,573 O B-Task +threshold 574,583 O I-Task +of 584,586 O I-Task +organic 587,594 O I-Task +structures 595,605 O I-Task +under 606,611 O I-Task +optical 612,619 O I-Task +pumping 620,627 O I-Task +is 628,630 O O +now 631,634 O O +low 635,638 O O +enough 639,645 O O +to 646,648 O O +enable 649,655 O O +pumping 656,663 O O +by 664,666 O O +inorganic 667,676 O B-Material +laser 677,682 O I-Material +diodes 683,689 O I-Material + +[ 690,691 O O +1–3 691,694 O O +] 694,695 O O +and 696,699 O O +LEDs 700,704 O O +[ 705,706 O O +4 706,707 O O +] 707,708 O O +which 709,714 O O +is 715,717 O O +promising 718,727 O O +for 728,731 O O +fabrication 732,743 O O +of 744,746 O O +very 747,751 O B-Material +sensitive 752,761 O I-Material +low 762,765 O I-Material +- 765,766 O I-Material +cost 766,770 O I-Material +devices 771,778 O I-Material +for 779,782 O O +biosensing 783,793 O B-Process +and 794,797 O O +chemosensing 798,810 O B-Process +[ 811,812 O O +5,6 812,815 O O +] 815,816 O O +. 816,817 O O + +However 818,825 O O +, 825,826 O O +light 827,832 O B-Process +absorption 833,843 O I-Process +by 844,846 O O +injected 847,855 O O +charges 856,863 O O +has 864,867 O O +been 868,872 O O +reported 873,881 O O +to 882,884 O O +be 885,887 O O +the 888,891 O O +major 892,897 O O +obstacle 898,906 O O +to 907,909 O O +electrically 910,922 O B-Process +pumped 923,929 O I-Process +lasing 930,936 O I-Process +[ 937,938 O O +7 938,939 O O +] 939,940 O O +. 940,941 O O + +Injected 942,950 O O +charges 951,958 O O +can 959,962 O O +also 963,967 O O +quench 968,974 O O +luminescence 975,987 O O +as 988,990 O O +they 991,995 O O +accept 996,1002 O B-Process +energy 1003,1009 O I-Process +from 1010,1014 O I-Process +excitons 1015,1023 O I-Process +by 1024,1026 O O +resonant 1027,1035 O B-Task +dipole 1036,1042 O I-Task +– 1042,1043 O I-Task +dipole 1043,1049 O I-Task +interactions 1050,1062 O I-Task +and 1063,1066 O O +this 1067,1071 O O +is 1072,1074 O O +an 1075,1077 O O +important 1078,1087 O O +loss 1088,1092 O O +mechanism 1093,1102 O O +in 1103,1105 O O +organic 1106,1113 O B-Material +LEDs 1114,1118 O I-Material +as 1119,1121 O O +well 1122,1126 O O +as 1127,1129 O O +in 1130,1132 O O +lasers 1133,1139 O B-Material +. 1139,1140 O O + +Absorption 1141,1151 O O +cross 1152,1157 O O +- 1157,1158 O O +sections 1158,1166 O O +of 1167,1169 O O +polarons 1170,1178 O O +are 1179,1182 O O +not 1183,1186 O O +known 1187,1192 O O +to 1193,1195 O O +the 1196,1199 O O +desired 1200,1207 O O +accuracy 1208,1216 O O +because 1217,1224 O O +of 1225,1227 O O +the 1228,1231 O O +difficulty 1232,1242 O O +of 1243,1245 O O +quantifying 1246,1257 O O +the 1258,1261 O O +charge 1262,1268 O B-Process +density 1269,1276 O I-Process +injected 1277,1285 O O +into 1286,1290 O O +the 1291,1294 O O +film 1295,1299 O O +. 1299,1300 O O + +Previous 1301,1309 O O +studies 1310,1317 O O +used 1318,1322 O O +controlled 1323,1333 O B-Process +electrical 1334,1344 O I-Process +injection 1345,1354 O I-Process +of 1355,1357 O I-Process +charges 1358,1365 O I-Process +in 1366,1368 O O +unipolar 1369,1377 O B-Material +devices 1378,1385 O I-Material +through 1386,1393 O O +contacting 1394,1404 O B-Material +electrodes 1405,1415 O I-Material +and 1416,1419 O O +field 1420,1425 O B-Material +- 1425,1426 O I-Material +dependent 1426,1435 O I-Material +charge 1436,1442 O I-Material +mobility 1443,1451 O I-Material +measurements 1452,1464 O I-Material +to 1465,1467 O O +estimate 1468,1476 O O +the 1477,1480 O O +charge 1481,1487 O O +densities 1488,1497 O O +which 1498,1503 O O +were 1504,1508 O O +compared 1509,1517 O O +with 1518,1522 O O +the 1523,1526 O O +values 1527,1533 O O +obtained 1534,1542 O O +by 1543,1545 O O +capacitance 1546,1557 O B-Process +– 1557,1558 O I-Process +voltage 1558,1565 O I-Process +analysis 1566,1574 O I-Process +and 1575,1578 O O +the 1579,1582 O O +two 1583,1586 O O +results 1587,1594 O O +differed 1595,1603 O O +by 1604,1606 O O +a 1607,1608 O O +factor 1609,1615 O O +of 1616,1618 O O +three 1619,1624 O O +[ 1625,1626 O O +8,9 1626,1629 O O +] 1629,1630 O O +. 1630,1631 O O + + +-DOCSTART- (S000926141301539X) + +In 0,2 O O +this 3,7 O O +Letter 8,14 O O +we 15,17 O O +revisit 18,25 O O +the 26,29 O O +Chesnavich 30,40 O B-Process +model 41,46 O I-Process +Hamiltonian 47,58 O I-Process +[ 59,60 O O +37 60,62 O O +] 62,63 O O +in 64,66 O O +the 67,70 O O +light 71,76 O O +of 77,79 O O +recent 80,86 O O +developments 87,99 O O +in 100,102 O O +TST 103,106 O B-Material +. 106,107 O O + +For 108,111 O O +barrierless 112,123 O O +systems 124,131 O O +such 132,136 O O +as 137,139 O O +ion 140,143 O B-Process +– 143,144 O I-Process +molecule 144,152 O I-Process +reactions 153,162 O I-Process +, 162,163 O O +the 164,167 O O +concepts 168,176 O O +of 177,179 O O +OTS 180,183 O B-Material +and 184,187 O O +TTS 188,191 O B-Material +can 192,195 O O +be 196,198 O O +clearly 199,206 O O +formulated 207,217 O O +in 218,220 O O +terms 221,226 O O +of 227,229 O O +well 230,234 O O +defined 235,242 O O +phase 243,248 O O +space 249,254 O B-Material +geometrical 255,266 O I-Material +objects 267,274 O I-Material +. 274,275 O O + +( 276,277 O O +For 277,280 O O +work 281,285 O O +on 286,288 O O +the 289,292 O O +phase 293,298 O O +space 299,304 O O +description 305,316 O O +of 317,319 O O +OTS 320,323 O B-Material +, 323,324 O O +see 325,328 O O +Refs 329,333 O O +. 333,334 O O + +[ 335,336 O O +38–40 336,341 O O +] 341,342 O O +. 342,343 O O +) 343,344 O O + +The 345,348 O O +first 349,354 O O +goal 355,359 O O +of 360,362 O O +the 363,366 O O +present 367,374 O O +article 375,382 O O +is 383,385 O O +the 386,389 O O +identification 390,404 O B-Process +of 405,407 O O +these 408,413 O O +notions 414,421 O O +with 422,426 O O +well 427,431 O B-Material +defined 432,439 O I-Material +phase 440,445 O I-Material +space 446,451 O I-Material +dividing 452,460 O I-Material +surfaces 461,469 O I-Material +attached 470,478 O I-Material +to 479,481 O I-Material +NHIMs 482,487 O I-Material +. 487,488 O O + +The 489,492 O O +second 493,499 O O +and 500,503 O O +main 504,508 O O +goal 509,513 O O +is 514,516 O O +an 517,519 O O +elucidation 520,531 O O +of 532,534 O O +the 535,538 O O +roaming 539,546 O O +phenomenon 547,557 O O +in 558,560 O O +the 561,564 O O +context 565,572 O O +of 573,575 O O +the 576,579 O O +Chesnavich 580,590 O B-Process +model 591,596 O I-Process +Hamiltonian 597,608 O I-Process +. 608,609 O O + +The 610,613 O O +associated 614,624 O B-Process +potential 625,634 O I-Process +function 635,643 O I-Process +, 643,644 O O +possessing 645,655 O O +many 656,660 O O +features 661,669 O O +associated 670,680 O O +with 681,685 O O +a 686,687 O O +realistic 688,697 O O +molecular 698,707 O O +PES 708,711 O O +, 711,712 O O +leads 713,718 O O +to 719,721 O O +dynamics 722,730 O B-Task +which 731,736 O I-Task +clearly 737,744 O I-Task +reveal 745,751 O I-Task +the 752,755 O I-Task +origins 756,763 O I-Task +of 764,766 O I-Task +the 767,770 O I-Task +roaming 771,778 O I-Task +effect 779,785 O I-Task +. 785,786 O O + +Based 787,792 O O +on 793,795 O O +our 796,799 O O +trajectory 800,810 O B-Material +simulations 811,822 O I-Material +, 822,823 O O +we 824,826 O O +show 827,831 O O +how 832,835 O O +the 836,839 O O +identification 840,854 O O +of 855,857 O O +the 858,861 O O +TTS 862,865 O O +and 866,869 O O +OTS 870,873 O O +DSs 874,877 O O +with 878,882 O O +periodic 883,891 O B-Material +orbit 892,897 O I-Material +dividing 898,906 O I-Material +surfaces 907,915 O I-Material +( 916,917 O O +PODS 917,921 O B-Material +) 921,922 O O +provides 923,931 O O +the 932,935 O O +natural 936,943 O O +framework 944,953 O O +for 954,957 O O +analysis 958,966 O O +of 967,969 O O +the 970,973 O O +roaming 974,981 O O +mechanism 982,991 O O +. 991,992 O O + + +-DOCSTART- (S0009261415000974) + +Within 0,6 O O +the 7,10 O O +range 11,16 O B-Material +of 17,19 O I-Material +temperatures 20,32 O I-Material +chosen 33,39 O I-Material +, 39,40 O O +alanine 41,48 O B-Material +dipeptide 49,58 O I-Material +exhibits 59,67 O O +very 68,72 O O +simple 73,79 O O +behaviour 80,89 O O +. 89,90 O O + +This 91,95 O O +result 96,102 O O +is 103,105 O O +due 106,109 O O +to 110,112 O O +the 113,116 O O +relatively 117,127 O O +small 128,133 O O +number 134,140 O O +of 141,143 O O +physically 144,154 O B-Process +relevant 155,163 O I-Process +minima 164,170 O I-Process +( 171,172 O O +seven 172,177 O O +were 178,182 O O +characterised 183,196 O O +using 197,202 O O +this 203,207 O O +force 208,213 O B-Process +field 214,219 O I-Process +and 220,223 O I-Process +solvent 224,231 O I-Process +model 232,237 O I-Process +) 237,238 O O +and 239,242 O O +the 243,246 O O +larger 247,253 O B-Material +potential 254,263 O I-Material +energy 264,270 O I-Material +spacing 271,278 O I-Material +between 279,286 O O +the 287,290 O O +global 291,297 O O +minimum 298,305 O O +and 306,309 O O +higher 310,316 O O +energy 317,323 O O +minima 324,330 O O +. 330,331 O O + +Indeed 332,338 O O +, 338,339 O O +cross 340,345 O B-Process +- 345,346 O I-Process +overs 346,351 O I-Process +in 352,354 O I-Process +the 355,358 O I-Process +approximate 359,370 O I-Process +global 371,377 O I-Process +free 378,382 O I-Process +energy 383,389 O I-Process +minimum 390,397 O O +for 398,401 O O +this 402,406 O O +system 407,413 O O +( 414,415 O O +where 415,420 O O +the 421,424 O O +free 425,429 O O +energy 430,436 O O +of 437,439 O O +the 440,443 O O +second 444,450 O O +- 450,451 O O +lowest 451,457 O O +potential 458,467 O O +energy 468,474 O O +minimum 475,482 O O +becomes 483,490 O O +lower 491,496 O O +than 497,501 O O +that 502,506 O O +of 507,509 O O +the 510,513 O O +global 514,520 O O +potential 521,530 O O +energy 531,537 O O +minimum 538,545 O O +) 545,546 O O +in 547,549 O O +the 550,553 O O +harmonic 554,562 O O +approximation 563,576 O O +would 577,582 O O +occur 583,588 O O +at 589,591 O O +1170K. 592,598 O O + +In 599,601 O O +general 602,609 O O +, 609,610 O O +the 611,614 O O +harmonic 615,623 O O +prediction 624,634 O O +for 635,638 O O +the 639,642 O O +crossover 643,652 O O +temperature 653,664 O O +between 665,672 O O +two 673,676 O O +minima 677,683 O O +is(4)kBTxo 684,694 O O += 694,695 O O +V1−V2ln((o2ν¯2κ)/(o1ν¯1κ)),from 695,726 O O +Eq 727,729 O O +. 729,730 O O + +( 731,732 O O +3 732,733 O O +) 733,734 O O +, 734,735 O O +which 736,741 O O +clearly 742,749 O O +illustrates 750,761 O O +the 762,765 O O +balance 766,773 O B-Task +between 774,781 O I-Task +potential 782,791 O I-Task +energy 792,798 O I-Task +and 799,802 O I-Task +well 803,807 O I-Task +entropy 808,815 O I-Task +. 815,816 O O + + +-DOCSTART- (S0009261415002730) + +Both 0,4 O O +methods 5,12 O O +of 13,15 O O +structure 16,25 O B-Process +solution 26,34 O I-Process +reveal 35,41 O O +a 42,43 O O +bent 44,48 O B-Process +conformation 49,61 O I-Process +of 62,64 O O +the 65,68 O O +central 69,76 O B-Material +terthiophene 77,89 O I-Material +units 90,95 O I-Material +of 96,98 O O +the 99,102 O O +DOTT 103,107 O B-Material +molecule 108,116 O I-Material +as 117,119 O O +is 120,122 O O +clearly 123,130 O O +visible 131,138 O O +in 139,141 O O +all 142,145 O O +three 146,151 O O +cases 152,157 O O +in 158,160 O O +Figure 161,167 O O +5 168,169 O O +. 169,170 O O + +However 171,178 O O +, 178,179 O O +there 180,185 O O +is 186,188 O O +a 189,190 O O +fundamental 191,202 O O +difference 203,213 O O +in 214,216 O O +the 217,220 O O +conformation 221,233 O O +of 234,236 O O +the 237,240 O O +octyl 241,246 O B-Material +side 247,251 O I-Material +chains 252,258 O I-Material +. 258,259 O O + +Whilst 260,266 O O +for 267,270 O O +the 271,274 O O +single 275,281 O O +crystal 282,289 O O +phase 290,295 O O +at 296,298 O O +T=100 299,304 O O +K 304,305 O O +linearly 306,314 O B-Material +extended 315,323 O I-Material +chains 324,330 O I-Material +are 331,334 O O +observed 335,343 O O +( 344,345 O O +Figure 345,351 O O +5B 352,354 O O +) 354,355 O O +, 355,356 O O +a 357,358 O O +defined 359,366 O B-Process +rotation 367,375 O I-Process +of 376,378 O I-Process +the 379,382 O I-Process +octyl 383,388 O I-Process +chains 389,395 O I-Process +relative 396,404 O O +to 405,407 O O +the 408,411 O O +terthiophene 412,424 O B-Material +unit 425,429 O I-Material +is 430,432 O O +found 433,438 O O +for 439,442 O O +the 443,446 O O +three 447,452 O O +thin 453,457 O B-Material +film 458,462 O I-Material +phases 463,469 O O +( 470,471 O O +Figure 471,477 O O +5A 478,480 O O +) 480,481 O O +. 481,482 O O + +The 483,486 O O +rotation 487,495 O O +angle 496,501 O O +of 502,504 O O +about 505,510 O O +±70 511,514 O O +° 514,515 O O +results 516,523 O O +from 524,528 O O +a 529,530 O O +twist 531,536 O B-Process +of 537,539 O I-Process +the 540,543 O I-Process +first 544,549 O I-Process +CC 550,552 O I-Process +single 553,559 O I-Process +bond 560,564 O I-Process +at 565,567 O O +the 568,571 O O +link 572,576 O O +between 577,584 O O +the 585,588 O O +terthiophene 589,601 O B-Material +unit 602,606 O I-Material +and 607,610 O O +the 611,614 O O +octyl 615,620 O B-Material +chain 621,626 O I-Material +( 627,628 O O +see 628,631 O O +arrows 632,638 O O +Figure 639,645 O O +5A 646,648 O O +) 648,649 O O +. 649,650 O O + +Two 651,654 O O +features 655,663 O O +of 664,666 O O +this 667,671 O O +rotated 672,679 O O +conformation 680,692 O O +are 693,696 O O +interesting 697,708 O O +. 708,709 O O + +First 710,715 O O +, 715,716 O O +a 717,718 O O +molecule 719,727 O O +with 728,732 O O +rotated 733,740 O B-Material +side 741,745 O I-Material +chains 746,752 O I-Material +represents 753,763 O O +the 764,767 O O +equilibrium 768,779 O O +state 780,785 O O +of 786,788 O O +an 789,791 O O +isolated 792,800 O O +single 801,807 O O +DOTT 808,812 O B-Material +molecule 813,821 O I-Material +as 822,824 O O +obtained 825,833 O O +by 834,836 O O +combined 837,845 O B-Process +MD 846,848 O I-Process +and 849,852 O I-Process +VASP 853,857 O I-Process +calculations 858,870 O I-Process + +[ 871,872 O O +33 872,874 O O +] 874,875 O O +. 875,876 O O + +Second 877,883 O O +, 883,884 O O +the 885,888 O O +rotated 889,896 O O +conformation 897,909 O O +of 910,912 O O +the 913,916 O O +octyl 917,922 O B-Material +chains 923,929 O I-Material +allows 930,936 O O +a 937,938 O O +dense 939,944 O B-Process +packing 945,952 O I-Process +of 953,955 O O +the 956,959 O O +octyl 960,965 O B-Material +side 966,970 O I-Material +chains 971,977 O I-Material +for 978,981 O O +both 982,986 O O +molecules 987,996 O O +. 996,997 O O + +Interestingly 998,1011 O O +, 1011,1012 O O +the 1013,1016 O O +single 1017,1023 O O +crystal 1024,1031 O B-Material +structure 1032,1041 O I-Material +at 1042,1044 O O +room 1045,1049 O O +temperature 1050,1061 O O +shows 1062,1067 O O +the 1068,1071 O O +twisted 1072,1079 O O +as 1080,1082 O O +well 1083,1087 O O +as 1088,1090 O O +the 1091,1094 O O +linear 1095,1101 O O +conformation 1102,1114 O O +of 1115,1117 O O +the 1118,1121 O O +octyl 1122,1127 O B-Material +side 1128,1132 O I-Material +chains 1133,1139 O I-Material +within 1140,1146 O O +one 1147,1150 O O +molecule 1151,1159 O O +( 1160,1161 O O +Figure 1161,1167 O O +5C 1168,1170 O O +) 1170,1171 O O +. 1171,1172 O O + + +-DOCSTART- (S000926141500651X) + +Previous 0,8 O O +studies 9,16 O O +have 17,21 O O +shown 22,27 O O +that 28,32 O O +there 33,38 O O +are 39,42 O O +two 43,46 O O +main 47,51 O O +mechanisms 52,62 O O +for 63,66 O O +the 67,70 O O +development 71,82 O B-Process +of 83,85 O I-Process +radiation 86,95 O I-Process +- 95,96 O I-Process +induced 96,103 O I-Process +DSBs 104,108 O I-Process +[ 109,110 O O +16,17 110,115 O O +] 115,116 O O +. 116,117 O O + +For 118,121 O O +γ-ray 122,127 O B-Process +radiation 128,137 O I-Process +, 137,138 O O +single 139,145 O B-Process +step 146,150 O I-Process +is 151,153 O O +the 154,157 O O +main 158,162 O O +process 163,170 O O +to 171,173 O O +cause 174,179 O O +DSBs 180,184 O B-Process +( 185,186 O O +see 186,189 O O +Figure 190,196 O O +3b 197,199 O O +) 199,200 O O +, 200,201 O O +which 202,207 O O +is 208,210 O O +attributed 211,221 O O +to 222,224 O O +the 225,228 O O +generation 229,239 O B-Process +of 240,242 O I-Process +number 243,249 O I-Process +of 250,252 O I-Process +ROS 253,256 O I-Process +upon 257,261 O O +the 262,265 O O +incident 266,274 O O +of 275,277 O O +individual 278,288 O O +photon 289,295 O B-Material +of 296,298 O I-Material +γ-ray 299,304 O I-Material +. 304,305 O O + +Whereas 306,313 O O +photo 314,319 O B-Process +- 319,320 O I-Process +radiation 320,329 O I-Process +causes 330,336 O O +DSBs 337,341 O B-Process +through 342,349 O O +two 350,353 O B-Process +step 354,358 O I-Process +mechanism 359,368 O I-Process +( 369,370 O O +Figure 370,376 O O +3a 377,379 O O +) 379,380 O O +by 381,383 O O +reflecting 384,394 O O +that 395,399 O O +each 400,404 O O +single 405,411 O O +photon 412,418 O B-Material +causes 419,425 O O +mostly 426,432 O O +single 433,439 O O +ROS 440,443 O B-Material +and 444,447 O O +thus 448,452 O O +induces 453,460 O O +only 461,465 O O +single 466,472 O B-Process +strand 473,479 O I-Process +break 480,485 O I-Process +. 485,486 O O + +Then 487,491 O O +, 491,492 O O +when 493,497 O O +a 498,499 O O +second 500,506 O O +single 507,513 O B-Process +strand 514,520 O I-Process +break 521,526 O I-Process +occurs 527,533 O O +where 534,539 O O +near 540,544 O O +the 545,548 O O +existing 549,557 O O +single 558,564 O B-Process +strand 565,571 O I-Process +break 572,577 O I-Process +, 577,578 O O +DBS 579,582 O B-Process +is 583,585 O O +caused 586,592 O O +, 592,593 O O +i.e. 594,598 O O +, 598,599 O O +the 600,603 O O +two 604,607 O B-Process +step 608,612 O I-Process +mechanism 613,622 O I-Process +. 622,623 O O + +Summarizing 624,635 O O +the 636,639 O O +results 640,647 O O +and 648,651 O O +discussion 652,662 O O +we 663,665 O O +may 666,669 O O +conclude 670,678 O O +as 679,681 O O +that 682,686 O O +: 686,687 O O +( 688,689 O O +1 689,690 O O +) 690,691 O O +The 692,695 O O +significant 696,707 O O +protective 708,718 O O +effect 719,725 O O +of 726,728 O O +AA 729,731 O B-Material +against 732,739 O O +photo 740,745 O B-Process +- 745,746 O I-Process +induced 746,753 O I-Process +damage 754,760 O I-Process +may 761,764 O O +reflect 765,772 O O +the 773,776 O O +effective 777,786 O O +diminish 787,795 O O +of 796,798 O O +ROS 799,802 O B-Material +by 803,805 O O +AA 806,808 O B-Material +. 808,809 O O + +( 810,811 O O +2 811,812 O O +) 812,813 O O + +For 814,817 O O +the 818,821 O O +γ-ray 822,827 O B-Material +induced 828,835 O I-Material +DSB 836,839 O I-Material +, 839,840 O O + +the 841,844 O O +protective 845,855 O O +effect 856,862 O O +by 863,865 O O +AA 866,868 O B-Material +is 869,871 O O +a 872,873 O O +little 874,880 O O +bit 881,884 O O +weaker 885,891 O O +than 892,896 O O +the 897,900 O O +case 901,905 O O +of 906,908 O O +photo 909,914 O B-Process +irradiation 915,926 O I-Process +. 926,927 O O + +This 928,932 O O +may 933,936 O O +be 937,939 O O +due 940,943 O O +to 944,946 O O +the 947,950 O O +generation 951,961 O O +of 962,964 O O +numbers 965,972 O O +of 973,975 O O +ROS 976,979 O B-Material +by 980,982 O O +single 983,989 O B-Material +photon 990,996 O I-Material +of 997,999 O I-Material +γ-ray 1000,1005 O I-Material +. 1005,1006 O O + +Surviving 1007,1016 O O +oxygen 1017,1023 O O +species 1024,1031 O O +against 1032,1039 O O +the 1040,1043 O O +diminishment 1044,1056 O O +effect 1057,1063 O O +by 1064,1066 O O +AA 1067,1069 O B-Material +may 1070,1073 O O +cause 1074,1079 O O +DSBs 1080,1084 O B-Material +. 1084,1085 O O + +( 1086,1087 O O +3 1087,1088 O O +) 1088,1089 O O + +As 1090,1092 O O +for 1093,1096 O O +the 1097,1100 O O +DSBs 1101,1105 O B-Material +by 1106,1108 O O +ultrasound 1109,1119 O B-Process +, 1119,1120 O O +damage 1121,1127 O O +is 1128,1130 O O +caused 1131,1137 O O +by 1138,1140 O O +the 1141,1144 O O +shockwave 1145,1154 O B-Process +through 1155,1162 O O +the 1163,1166 O O +generation 1167,1177 O O +of 1178,1180 O O +cavitations 1181,1192 O B-Material +[ 1193,1194 O O +18 1194,1196 O O +] 1196,1197 O O +. 1197,1198 O O + +Thus 1199,1203 O O +, 1203,1204 O O +the 1205,1208 O O +chemical 1209,1217 O O +effect 1218,1224 O O +of 1225,1227 O O +AA 1228,1230 O B-Material +to 1231,1233 O O +diminish 1234,1242 O B-Process +ROS 1243,1246 O I-Process +is 1247,1249 O O +considered 1250,1260 O O +to 1261,1263 O O +be 1264,1266 O O +negligibly 1267,1277 O O +small 1278,1283 O O +for 1284,1287 O O +the 1288,1291 O O +protection 1292,1302 O O +of 1303,1305 O O +DSBs 1306,1310 O B-Material +. 1310,1311 O O + + +-DOCSTART- (S0010938X12001163) + +In 0,2 O B-Process +situ 3,7 O I-Process +oxidation 8,17 O I-Process +, 17,18 O O +experiments 19,30 O O +were 31,35 O O +carried 36,43 O O +out 44,47 O O +using 48,53 O O +3 54,55 O B-Material +mm 55,57 O I-Material +diameter 58,66 O I-Material +discs 67,72 O I-Material +with 73,77 O O +one 78,81 O O +surface 82,89 O O +ground 90,96 O B-Process +and 97,100 O I-Process +polished 101,109 O I-Process +to 110,112 O O +a 113,114 O O +1μm 115,118 O O +diamond 119,126 O O +finish 127,133 O O +. 133,134 O O + +The 135,138 O O +3 139,140 O O +mm 140,142 O O +discs 143,148 O O +were 149,153 O O +then 154,158 O O +oxidised 159,167 O B-Process +in 168,170 O O +a 171,172 O O +Philips 173,180 O O +XL-30 181,186 O O + +FEG 187,190 O O +ESEM 191,195 O O +with 196,200 O O +a 201,202 O O +hot 203,206 O B-Material +stage 207,212 O I-Material +attachment 213,223 O I-Material +. 223,224 O O + +The 225,228 O O +oxidising 229,238 O O +atmosphere 239,249 O O +used 250,254 O O +was 255,258 O O +laboratory 259,269 O O +air 270,273 O O +at 274,276 O O +a 277,278 O O +pressure 279,287 O O +of 288,290 O O +266 291,294 O O +Pa 294,296 O O +. 296,297 O O + +During 298,304 O O +the 305,308 O O +experiment 309,319 O O +, 319,320 O O +the 321,324 O O +sample 325,331 O O +was 332,335 O O +observed 336,344 O O +and 345,348 O O +imaged 349,355 O O +using 356,361 O O +a 362,363 O O +primary 364,371 O O +beam 372,376 O O +energy 377,383 O O +of 384,386 O O +20kV 387,391 O O +and 392,395 O O +an 396,398 O O +Everhart 399,407 O O +– 407,408 O O +Thornley 408,416 O O +secondary 417,426 O O +electron 427,435 O O +detector 436,444 O O +. 444,445 O O + +The 446,449 O O +sample 450,456 O O +was 457,460 O O +heated 461,467 O B-Process +at 468,470 O O +a 471,472 O O +rate 473,477 O O +of 478,480 O O +100 481,484 O O +° 484,485 O O +C 485,486 O O +/ 486,487 O O +min 487,490 O O +to 491,493 O O +a 494,495 O O +temperature 496,507 O O +of 508,510 O O +700 511,514 O O +° 514,515 O O +C 515,516 O O +and 517,520 O O +held 521,525 O O +at 526,528 O O +this 529,533 O O +temperature 534,545 O O +for 546,549 O O +8min 550,554 O O +to 555,557 O O +stabilise 558,567 O B-Process +the 568,571 O I-Process +stage 572,577 O I-Process +and 578,581 O I-Process +the 582,585 O I-Process +microscope 586,596 O I-Process +. 596,597 O O + +The 598,601 O O +sample 602,608 O O +was 609,612 O O +then 613,617 O O +heated 618,624 O B-Process +to 625,627 O I-Process +a 628,629 O I-Process +final 630,635 O I-Process +temperature 636,647 O I-Process +of 648,650 O I-Process +900 651,654 O I-Process +° 654,655 O I-Process +C 655,656 O I-Process +at 657,659 O O +the 660,663 O O +same 664,668 O O +heating 669,676 O O +rate 677,681 O O +. 681,682 O O + +The 683,686 O O +total 687,692 O O +time 693,697 O O +of 698,700 O O +exposure 701,709 O O +of 710,712 O O +the 713,716 O O +sample 717,723 O O +was 724,727 O O +120min 728,734 O O +before 735,741 O O +cooling 742,749 O O +to 750,752 O O +room 753,757 O O +temperature 758,769 O O +by 770,772 O O +turning 773,780 O O +off 781,784 O O +the 785,788 O O +heating 789,796 O B-Material +coils 797,802 O I-Material +. 802,803 O O + +The 804,807 O O +samples 808,815 O O +were 816,820 O O +then 821,825 O O +examined 826,834 O O +in 835,837 O O +the 838,841 O O +LEO 842,845 O B-Material +1530VP 846,852 O I-Material +FEGSEM 853,859 O I-Material +with 860,864 O O +chemical 865,873 O O +information 874,885 O O +gathered 886,894 O O +using 895,900 O O +EDS 901,904 O B-Material +. 904,905 O O + +Cross 906,911 O O +- 911,912 O O +sections 912,920 O O +and 921,924 O O +Transmission 925,937 O B-Material +Electron 938,946 O I-Material +Microscope 947,957 O I-Material +( 958,959 O O +TEM 959,962 O B-Material +) 962,963 O O +samples 964,971 O O +were 972,976 O O +produced 977,985 O O +using 986,991 O O +a 992,993 O O +dual 994,998 O B-Material +beam 999,1003 O I-Material +FEI 1004,1007 O I-Material +Nova 1008,1012 O I-Material +Nanolab 1013,1020 O I-Material +600 1021,1024 O I-Material +for 1025,1028 O O +Focused 1029,1036 O B-Material +Ion 1037,1040 O I-Material +Beam 1041,1045 O I-Material +( 1046,1047 O O +FIB 1047,1050 O B-Material +) 1050,1051 O O +milling 1052,1059 O O +perpendicular 1060,1073 O O +to 1074,1076 O O +the 1077,1080 O O +phase 1081,1086 O O +boundaries 1087,1097 O O +to 1098,1100 O O +determine 1101,1110 O O +their 1111,1116 O O +influence 1117,1126 O O +on 1127,1129 O O +the 1130,1133 O O +oxide 1134,1139 O B-Process +development 1140,1151 O I-Process +and 1152,1155 O O +imaged 1156,1162 O O +using 1163,1168 O O +a 1169,1170 O O +Jeol 1171,1175 O B-Material +2000FX 1176,1182 O I-Material +W 1183,1184 O I-Material +- 1184,1185 O I-Material +filament 1185,1193 O I-Material +TEM 1194,1197 O I-Material +. 1197,1198 O O + +EDS 1199,1202 O B-Material +maps 1203,1207 O O +of 1208,1210 O O +the 1211,1214 O O +TEM 1215,1218 O B-Material +samples 1219,1226 O I-Material +were 1227,1231 O O +collected 1232,1241 O O +using 1242,1247 O O +the 1248,1251 O O +Nanolab 1252,1259 O B-Material +600 1260,1263 O I-Material +with 1264,1268 O O +a 1269,1270 O O +Scanning 1271,1279 O B-Material +TEM 1280,1283 O I-Material +( 1284,1285 O I-Material +STEM 1285,1289 O I-Material +) 1289,1290 O I-Material +detector 1291,1299 O I-Material +and 1300,1303 O O +an 1304,1306 O O +EDAX 1307,1311 O B-Material +Genesis 1312,1319 O I-Material +EDS 1320,1323 O I-Material +system 1324,1330 O I-Material +at 1331,1333 O O +an 1334,1336 O O +accelerating 1337,1349 O B-Process +voltage 1350,1357 O I-Process +of 1358,1360 O I-Process +30kV. 1361,1366 O I-Process + + +-DOCSTART- (S0010938X12002508) + +The 0,3 O O +study 4,9 O O +outlines 10,18 O O +a 19,20 O O +trial 21,26 O O +of 27,29 O O +transient 30,39 O B-Task +response 40,48 O I-Task +analysis 49,57 O I-Task +on 58,60 O O +full 61,65 O O +- 65,66 O O +scale 66,71 O O +motorway 72,80 O B-Material +bridge 81,87 O I-Material +structures 88,98 O I-Material +to 99,101 O O +obtain 102,108 O O +information 109,120 O O +concerning 121,131 O O +the 132,135 O O +steel 136,141 O B-Task +– 141,142 O I-Task +concrete 142,150 O I-Task +interface 151,160 O I-Task +and 161,164 O O +is 165,167 O O +part 168,172 O O +of 173,175 O O +a 176,177 O O +larger 178,184 O O +study 185,190 O O +to 191,193 O O +assess 194,200 O O +the 201,204 O O +long 205,209 O B-Process +- 209,210 O I-Process +term 210,214 O I-Process +sustained 215,224 O I-Process +benefits 225,233 O I-Process +offered 234,241 O O +by 242,244 O O +Impressed 245,254 O B-Process +Current 255,262 O I-Process +Cathodic 263,271 O I-Process +Protection 272,282 O I-Process +( 283,284 O O +ICCP 284,288 O B-Process +) 288,289 O O +after 290,295 O O +the 296,299 O O +interruption 300,312 O B-Process +of 313,315 O I-Process +the 316,319 O I-Process +protective 320,330 O I-Process +current 331,338 O I-Process +[ 339,340 O O +1 340,341 O O +] 341,342 O O +. 342,343 O O + +These 344,349 O O +structures 350,360 O O +had 361,364 O O +previously 365,375 O O +been 376,380 O O +protected 381,390 O O +for 391,394 O O +5–16years 395,404 O O +by 405,407 O O +an 408,410 O O +ICCP 411,415 O B-Process +system 416,422 O I-Process +prior 423,428 O O +to 429,431 O O +the 432,435 O O +start 436,441 O O +of 442,444 O O +the 445,448 O O +study 449,454 O O +. 454,455 O O + +The 456,459 O O +protective 460,470 O B-Process +current 471,478 O I-Process +was 479,482 O I-Process +interrupted 483,494 O I-Process +, 494,495 O O +in 496,498 O O +order 499,504 O O +to 505,507 O O +assess 508,514 O B-Process +the 515,518 O I-Process +long 519,523 O I-Process +- 523,524 O I-Process +term 524,528 O I-Process +benefits 529,537 O I-Process +provided 538,546 O O +by 547,549 O O +ICCP 550,554 O B-Process +after 555,560 O O +it 561,563 O O +has 564,567 O O +been 568,572 O O +turned 573,579 O O +off 580,583 O O +. 583,584 O O + +This 585,589 O O +paper 590,595 O O +develops 596,604 O B-Task +and 605,608 O I-Task +examines 609,617 O I-Task +a 618,619 O I-Task +simplified 620,630 O I-Task +approach 631,639 O I-Task +for 640,643 O O +the 644,647 O O +on 648,650 O O +- 650,651 O O +site 651,655 O O +use 656,659 O O +of 660,662 O O +transient 663,672 O B-Process +response 673,681 O I-Process +analysis 682,690 O I-Process +and 691,694 O O +discusses 695,704 O B-Process +the 705,708 O I-Process +potential 709,718 O I-Process +advantages 719,729 O I-Process +of 730,732 O O +the 733,736 O O +technique 737,746 O O +as 747,749 O O +a 750,751 O O +tool 752,756 O O +for 757,760 O O +the 761,764 O O +assessment 765,775 O B-Task +of 776,778 O I-Task +the 779,782 O I-Task +corrosion 783,792 O I-Task +condition 793,802 O I-Task +of 803,805 O O +steel 806,811 O B-Material +in 812,814 O O +reinforced 815,825 O B-Material +concrete 826,834 O I-Material +structures 835,845 O I-Material +. 845,846 O O + + +-DOCSTART- (S0010938X13002187) + +The 0,3 O O +results 4,11 O O +from 12,16 O O +two 17,20 O O +types 21,26 O O +of 27,29 O O +oxidation 30,39 O B-Process +test 40,44 O I-Process +are 45,48 O O +combined 49,57 O O +in 58,60 O O +this 61,65 O O +study 66,71 O O +. 71,72 O O + +Table 73,78 O O +1 79,80 O O +shows 81,86 O O +the 87,90 O O +test 91,95 O B-Material +matrix 96,102 O I-Material +with 103,107 O O +the 108,111 O O +two 112,115 O O +approaches 116,126 O O +included 127,135 O O +. 135,136 O O + +All 137,140 O O +the 141,144 O O +100h 145,149 O O +tests 150,155 O O +and 156,159 O O +the 160,163 O O +test 164,168 O O +conducted 169,178 O O +at 179,181 O O +650 182,185 O O +° 185,186 O O +C 186,187 O O +were 188,192 O O +performed 193,202 O O +using 203,208 O O +a 209,210 O O +thermogravimetric 211,228 O B-Process +balance 229,236 O I-Process +( 237,238 O O +TGA 238,241 O B-Process +) 241,242 O O +. 242,243 O O + +The 244,247 O O +weight 248,254 O B-Material +change 255,261 O I-Material +during 262,268 O I-Material +these 269,274 O I-Material +tests 275,280 O I-Material +was 281,284 O I-Material +monitored 285,294 O I-Material +continually 295,306 O I-Material +and 307,310 O O +adjusted 311,319 O B-Process +to 320,322 O I-Process +accommodate 323,334 O I-Process +buoyancy 335,343 O I-Process +effects 344,351 O I-Process +. 351,352 O O + +All 353,356 O O +other 357,362 O O +tests 363,368 O O +were 369,373 O O +conducted 374,383 O O +in 384,386 O O +horizontal 387,397 O B-Material +tube 398,402 O I-Material +furnaces 403,411 O I-Material +. 411,412 O O + +For 413,416 O O +these 417,422 O O +latter 423,429 O O +tests 430,435 O O +, 435,436 O O +batches 437,444 O O +of 445,447 O O +specimens 448,457 O O +were 458,462 O O +placed 463,469 O O +in 470,472 O O +alumina 473,480 O B-Material +boats 481,486 O I-Material +and 487,490 O O +inserted 491,499 O O +into 500,504 O O +the 505,508 O O +furnaces 509,517 O B-Material +at 518,520 O O +temperature 521,532 O O +. 532,533 O O + +Intermittent 534,546 O O +weighing 547,555 O O +at 556,558 O O +room 559,563 O O +temperature 564,575 O O +was 576,579 O O +used 580,584 O O +to 585,587 O O +determine 588,597 O B-Task +the 598,601 O I-Task +oxidation 602,611 O I-Task +kinetics 612,620 O I-Task +. 620,621 O O + +At 622,624 O O +selected 625,633 O O +time 634,638 O O +intervals 639,648 O O +, 648,649 O O +a 650,651 O O +specimen 652,660 O O +was 661,664 O O +removed 665,672 O O +from 673,677 O O +the 678,681 O O +batch 682,687 O O +for 688,691 O O +examination 692,703 O O +before 704,710 O O +the 711,714 O O +high 715,719 O O +temperature 720,731 O O +exposure 732,740 O O +continued 741,750 O O +for 751,754 O O +the 755,758 O O +remainder 759,768 O O +of 769,771 O O +the 772,775 O O +batch 776,781 O O +. 781,782 O O + +Table 783,788 O B-Material +1 789,790 O I-Material +shows 791,796 O I-Material +the 797,800 O I-Material +time 801,805 O I-Material +intervals 806,815 O I-Material +chosen 816,822 O I-Material +for 823,826 O I-Material +examination 827,838 O I-Material +. 838,839 O O + +At 840,842 O O +600 843,846 O O +° 846,847 O O +C 847,848 O O +one 849,852 O O +isothermal 853,863 O O +test 864,868 O O +, 868,869 O O +having 870,876 O O +an 877,879 O O +exposure 880,888 O O +time 889,893 O O +of 894,896 O O +1000h 897,902 O O +, 902,903 O O +has 904,907 O O +been 908,912 O O +performed 913,922 O O +to 923,925 O O +date 926,930 O O +. 930,931 O O + + +-DOCSTART- (S0010938X13005945) + +The 0,3 O O +adhesion 4,12 O B-Task +/ 12,13 O I-Task +cohesion 13,21 O I-Task +of 22,24 O I-Task +the 25,28 O I-Task +coating 29,36 O I-Task +was 37,40 O O +evaluated 41,50 O O +by 51,53 O O +the 54,57 O O +scratch 58,65 O B-Process +test 66,70 O I-Process +method 71,77 O I-Process +, 77,78 O O +using 79,84 O O +a 85,86 O O +Revetest 87,95 O B-Material +system 96,102 O I-Material +( 103,104 O I-Material +CSM 104,107 O I-Material +Instruments 108,119 O I-Material +SA 120,122 O I-Material +, 122,123 O I-Material +Switzerland 124,135 O I-Material +) 135,136 O I-Material +equipped 137,145 O I-Material +with 146,150 O I-Material +a 151,152 O I-Material +H-270 153,158 O I-Material +diamond 159,166 O I-Material +indentor 167,175 O I-Material +( 176,177 O I-Material +200μm 177,182 O I-Material +diameter 183,191 O I-Material +) 191,192 O I-Material +. 192,193 O O + +Six 194,197 O O +scratch 198,205 O B-Process +indentations 206,218 O I-Process +were 219,223 O I-Process +carried 224,231 O I-Process +out 232,235 O I-Process +under 236,241 O O +previously 242,252 O O +optimized 253,262 O O +conditions 263,273 O O +( 274,275 O O +linear 275,281 O O +progressive 282,293 O O +load 294,298 O O +mode 299,303 O O +1–4N 304,308 O O +, 308,309 O O +4Nmin−1 310,317 O O +) 317,318 O O +. 318,319 O O + +In 320,322 O O +order 323,328 O O +to 329,331 O O +aid 332,335 O O +in 336,338 O O +determination 339,352 O B-Task +of 353,355 O I-Task +location 356,364 O I-Task +of 365,367 O I-Task +spallation 368,378 O I-Task +/ 378,379 O I-Task +delamination 379,391 O I-Task +, 391,392 O O +an 393,395 O O +extended 396,404 O O +scratch 405,412 O O +length 413,419 O O +of 420,422 O O +6 423,424 O O +mm 424,426 O O +was 427,430 O O +employed 431,439 O O +. 439,440 O O + +The 441,444 O O +scratch 445,452 O O +tracks 453,459 O O +were 460,464 O O +subsequently 465,477 O O +observed 478,486 O O +by 487,489 O O +SEM 490,493 O O +to 494,496 O O +determine 497,506 O O +the 507,510 O O +locations 511,520 O O +of 521,523 O O +the 524,527 O O +first 528,533 O O +coating 534,541 O O +failure 542,549 O O +and 550,553 O O +to 554,556 O O +understand 557,567 O B-Task +the 568,571 O I-Task +nature 572,578 O I-Task +of 579,581 O I-Task +the 582,585 O I-Task +coating 586,593 O I-Task +failure 594,601 O I-Task +. 601,602 O O + +During 603,609 O O +the 610,613 O O +scratch 614,621 O O +tests 622,627 O O +, 627,628 O O +the 629,632 O O +loading 633,640 O B-Process +force 641,646 O I-Process +and 647,650 O I-Process +penetration 651,662 O I-Process +depth 663,668 O I-Process +were 669,673 O I-Process +recorded 674,682 O I-Process +and 683,686 O I-Process +their 687,692 O I-Process +respective 693,703 O I-Process +values 704,710 O I-Process +were 711,715 O I-Process +correlated 716,726 O I-Process +with 727,731 O I-Process +the 732,735 O I-Process +observed 736,744 O I-Process +failure 745,752 O I-Process +locations 753,762 O I-Process +. 762,763 O O + +The 764,767 O O +surface 768,775 O B-Task +roughness 776,785 O I-Task +of 786,788 O I-Task +the 789,792 O I-Task +coating 793,800 O I-Task +was 801,804 O I-Task +evaluated 805,814 O I-Task +using 815,820 O O +a 821,822 O O +surface 823,830 O B-Material +roughness 831,840 O I-Material +tester 841,847 O I-Material +( 848,849 O O +TR200 849,854 O O +, 854,855 O O +Timegroup 856,865 O O +Inc. 866,870 O O +) 870,871 O O +according 872,881 O O +to 882,884 O O +ISO 885,888 O O +standard 889,897 O O +[ 898,899 O O +29 899,901 O O +] 901,902 O O +. 902,903 O O + +Due 904,907 O O +to 908,910 O O +the 911,914 O O +presence 915,923 O O +of 924,926 O O +the 927,930 O O +open 931,935 O O +porosity 936,944 O O +in 945,947 O O +the 948,951 O O +outer 952,957 O B-Material +layer 958,963 O I-Material +of 964,966 O O +the 967,970 O O +coating 971,978 O B-Process +, 978,979 O O +a 980,981 O O +measurement 982,993 O O +length 994,1000 O O +for 1001,1004 O O +determination 1005,1018 O O +of 1019,1021 O O +the 1022,1025 O O +roughness 1026,1035 O B-Process +( 1036,1037 O O +Ra 1037,1039 O B-Process +) 1039,1040 O O +of 1041,1043 O O +0.8 1044,1047 O O +mm 1047,1049 O O +was 1050,1053 O O +used 1054,1058 O O +. 1058,1059 O O + +In 1060,1062 O O +total 1063,1068 O O +, 1068,1069 O O +eight 1070,1075 O B-Material +measurements 1076,1088 O I-Material +were 1089,1093 O O +carried 1094,1101 O O +out 1102,1105 O O +in 1106,1108 O O +different 1109,1118 O O +directions 1119,1129 O O +. 1129,1130 O O + + +-DOCSTART- (S0010938X14000420) + +One 0,3 O O +surface 4,11 O O +was 12,15 O O +then 16,20 O O +polished 21,29 O O +and 30,33 O O +cleaned 34,41 O O +using 42,47 O O +a 48,49 O O +protocol 50,58 O O +designed 59,67 O O +to 68,70 O O +eliminate 71,80 O O +as 81,83 O O +much 84,88 O O +preparation 89,100 O O +- 100,101 O O +related 101,108 O O +contamination 109,122 O O +as 123,125 O O +possible 126,134 O O +. 134,135 O O + +This 136,140 O O +is 141,143 O O +as 144,146 O O +follows 147,154 O O +: 154,155 O O + +The 156,159 O O +lead 160,164 O O +surface 165,172 O O +was 173,176 O O +polished 177,185 O O +by 186,188 O O +hand 189,193 O O +using 194,199 O O +a 200,201 O O +damp 202,206 O B-Material +abrasive 207,215 O I-Material +disc 216,220 O I-Material +( 221,222 O O +BuehlerMet 222,232 O O +II 233,235 O O +® 236,237 O O +) 237,238 O O +to 239,241 O O +remove 242,248 O O +visible 249,256 O O +surface 257,264 O B-Material +defects 265,272 O O +and 273,276 O O +to 277,279 O O +expose 280,286 O O +a 287,288 O O +fresh 289,294 O O +metal 295,300 O B-Material +surface 301,308 O I-Material +. 308,309 O O + +Coupons 310,317 O O +were 318,322 O O +then 323,327 O O +polished 328,336 O O +using 337,342 O O +a 343,344 O O +sequence 345,353 O O +of 354,356 O O +diamond 357,364 O B-Material +polishes 365,373 O I-Material +with 374,378 O O +decreasing 379,389 O O +particle 390,398 O O +sizes 399,404 O O +( 405,406 O O +6μm 406,409 O O +, 409,410 O O +3μm 411,414 O O +, 414,415 O O +1μm 416,419 O O +Buehler 420,427 O O +MetaDi 428,434 O O +® 435,436 O O +polycrystalline 437,452 O B-Material +diamond 453,460 O I-Material +suspension 461,471 O O +) 471,472 O O +. 472,473 O O + +A 474,475 O O +polishing 476,485 O B-Material +cloth 486,491 O I-Material +( 492,493 O O +Buehler 493,500 O O +MicroCloth 501,511 O O +® 512,513 O O +) 513,514 O O +was 515,518 O O +saturated 519,528 O O +with 529,533 O O +the 534,537 O O +appropriate 538,549 O O +diamond 550,557 O B-Material +suspension 558,568 O O +. 568,569 O O + +A 570,571 O O +custom 572,578 O B-Material +- 578,579 O I-Material +made 579,583 O I-Material +jig 584,587 O I-Material +fitted 588,594 O O +to 595,597 O O +an 598,600 O O +automatic 601,610 O O +polisher 611,619 O B-Material +( 620,621 O O +Buehler 621,628 O O +Minimet 629,636 O O +® 637,638 O O +1000 639,643 O O +) 643,644 O O +was 645,648 O O +used 649,653 O O +to 654,656 O O +hold 657,661 O O +the 662,665 O O +coupons 666,673 O B-Material +in 674,676 O O +place 677,682 O O +during 683,689 O O +automated 690,699 O B-Process +polishing 700,709 O I-Process +. 709,710 O O + +Coupons 711,718 O B-Material +were 719,723 O O +polished 724,732 O B-Process +for 733,736 O O +15min 737,742 O O +using 743,748 O O +each 749,753 O O +diamond 754,761 O B-Process +suspension 762,772 O I-Process +followed 773,781 O O +by 782,784 O O +rinsing 785,792 O O +with 793,797 O O +2-propanol 798,808 O B-Material +( 809,810 O O +99.5 810,814 O O +% 814,815 O O +, 815,816 O O +reagent 817,824 O O +grade 825,830 O O +) 830,831 O O +and 832,835 O O +cleaning 836,844 O O +in 845,847 O O +2-propanol 848,858 O B-Material +for 859,862 O O +5min 863,867 O O +in 868,870 O O +an 871,873 O O +ultrasonic 874,884 O B-Material +bath 885,889 O I-Material +. 889,890 O O + +After 891,896 O O +polishing 897,906 O B-Process +with 907,911 O O +the 912,915 O O +1μm 916,919 O O +diamond 920,927 O B-Material +suspension 928,938 O I-Material +, 938,939 O O +the 940,943 O O +coupons 944,951 O B-Material +were 952,956 O O +ultrasonically 957,971 O O +cleaned 972,979 O O +in 980,982 O O +2-propanol 983,993 O B-Material +for 994,997 O O +3×5min 998,1004 O O +, 1004,1005 O O +with 1006,1010 O O +fresh 1011,1016 O O +propanol 1017,1025 O B-Material +for 1026,1029 O O +each 1030,1034 O O +cleaning 1035,1043 O B-Process +cycle 1044,1049 O O +. 1049,1050 O O + +Polished 1051,1059 O O +coupons 1060,1067 O B-Material +were 1068,1072 O O +stored 1073,1079 O O +in 1080,1082 O O +2-propanol 1083,1093 O B-Material +until 1094,1099 O O +required 1100,1108 O O +. 1108,1109 O O + + +-DOCSTART- (S0010938X1500195X) + +Poor 0,4 O O +oxidation 5,14 O B-Process +behavior 15,23 O O +is 24,26 O O +the 27,30 O O +major 31,36 O O +barrier 37,44 O O +to 45,47 O O +the 48,51 O O +increased 52,61 O O +use 62,65 O O +of 66,68 O O +Ti 69,71 O B-Material +- 71,72 O I-Material +based 72,77 O I-Material +alloys 78,84 O I-Material +in 85,87 O O +high 88,92 O O +- 92,93 O O +temperature 93,104 O O +structural 105,115 O O +applications 116,128 O O +. 128,129 O O + +The 130,133 O O +demand 134,140 O O +to 141,143 O O +increase 144,152 O O +the 153,156 O O +service 157,164 O O +temperature 165,176 O O +of 177,179 O O +these 180,185 O O +alloys 186,192 O B-Material +beyond 193,199 O O +550 200,203 O O +° 203,204 O O +C 204,205 O O +( 206,207 O O +the 207,210 O O +typical 211,218 O O +temperature 219,230 O O +limit 231,236 O O +) 236,237 O O +requires 238,246 O O +careful 247,254 O O +study 255,260 O O +to 261,263 O O +understand 264,274 O B-Task +the 275,278 O I-Task +role 279,283 O I-Task +that 284,288 O I-Task +composition 289,300 O I-Task +has 301,304 O I-Task +on 305,307 O I-Task +the 308,311 O I-Task +oxidation 312,321 O I-Task +behavior 322,330 O I-Task +of 331,333 O I-Task +Ti 334,336 O I-Task +- 336,337 O I-Task +based 337,342 O I-Task +alloys 343,349 O I-Task +[ 350,351 O O +1–3 351,354 O O +] 354,355 O O +. 355,356 O O + +The 357,360 O O +attempt 361,368 O O +to 369,371 O O +overcome 372,380 O O +this 381,385 O O +limitation 386,396 O O +in 397,399 O O +Ti 400,402 O B-Material +- 402,403 O I-Material +based 403,408 O I-Material +alloys 409,415 O I-Material +has 416,419 O O +led 420,423 O O +to 424,426 O O +the 427,430 O O +production 431,441 O O +of 442,444 O O +alloys 445,451 O B-Material +with 452,456 O I-Material +substantially 457,470 O I-Material +improved 471,479 O I-Material +oxidation 480,489 O I-Material +resistance 490,500 O I-Material +such 501,505 O O +as 506,508 O O +β-21S 509,514 O B-Material +and 515,518 O O +also 519,523 O O +development 524,535 O B-Task +of 536,538 O I-Task +coatings 539,547 O I-Task +and 548,551 O I-Task +pre 552,555 O I-Task +- 555,556 O I-Task +oxidation 556,565 O I-Task +techniques 566,576 O I-Task +[ 577,578 O O +1,4–6 578,583 O O +] 583,584 O O +. 584,585 O O + +While 586,591 O O +it 592,594 O O +is 595,597 O O +tempting 598,606 O O +to 607,609 O O +extrapolate 610,621 O O +the 622,625 O O +oxidation 626,635 O B-Process +behavior 636,644 O O +( 645,646 O O +e.g. 646,650 O O +oxidation 651,660 O O +rate 661,665 O O +law 666,669 O O +, 669,670 O O +depth 671,676 O O +of 677,679 O O +oxygen 680,686 O B-Material +ingress 687,694 O O +and 695,698 O O +scale 699,704 O O +thickness 705,714 O O +) 714,715 O O +observed 716,724 O O +for 725,728 O O +a 729,730 O O +limited 731,738 O O +number 739,745 O O +of 746,748 O O +compositions 749,761 O O +under 762,767 O O +a 768,769 O O +certain 770,777 O O +oxidation 778,787 O B-Process +condition 788,797 O O +to 798,800 O O +a 801,802 O O +broader 803,810 O O +compositional 811,824 O O +range 825,830 O O +, 830,831 O O +there 832,837 O O +are 838,841 O O +numerous 842,850 O O +examples 851,859 O O +in 860,862 O O +the 863,866 O O +literature 867,877 O O +where 878,883 O O +deviations 884,894 O O +from 895,899 O O +the 900,903 O O +expected 904,912 O O +relations 913,922 O O +are 923,926 O O +observed 927,935 O O +[ 936,937 O O +7,8 937,940 O O +] 940,941 O O +. 941,942 O O + + +-DOCSTART- (S0010938X15002085) + +The 0,3 O O +oxide 4,9 O B-Process +thickness 10,19 O O +is 20,22 O O +calculated 23,33 O O +using 34,39 O O +the 40,43 O O +weight 44,50 O O +gain 51,55 O O +and 56,59 O O +surface 60,67 O O +area 68,72 O O +. 72,73 O O + +Artificially 74,86 O O +changing 87,95 O O +the 96,99 O O +surface 100,107 O B-Material +profile 108,115 O O +will 116,120 O O +modify 121,127 O O +the 128,131 O O +surface 132,139 O B-Material +area 140,144 O I-Material +and 145,148 O O +calculated 149,159 O O +oxide 160,165 O B-Material +thickness 166,175 O O +. 175,176 O O + +SEM 177,180 O B-Material +images 181,187 O I-Material +of 188,190 O O +samples 191,198 O O +removed 199,206 O O +after 207,212 O O +111 213,216 O O +days 217,221 O O +oxidation 222,231 O B-Process +were 232,236 O O +used 237,241 O O +to 242,244 O O +define 245,251 O O +the 252,255 O O +change 256,262 O O +in 263,265 O O +surface 266,273 O B-Material +profile 274,281 O I-Material +length 282,288 O O +with 289,293 O O +variation 294,303 O O +in 304,306 O O +applied 307,314 O O +roughness 315,324 O O +. 324,325 O O + +The 326,329 O O +profile 330,337 O B-Material +lengths 338,345 O O +extracted 346,355 O O +from 356,360 O O +the 361,364 O O +images 365,371 O B-Material +were 372,376 O O +then 377,381 O O +used 382,386 O O +to 387,389 O O +modify 390,396 O O +the 397,400 O O +length 401,407 O O +of 408,410 O O +the 411,414 O O +sample 415,421 O B-Material +and 422,425 O O +therefore 426,435 O O +the 436,439 O O +surface 440,447 O B-Material +area 448,452 O I-Material +. 452,453 O O + +Table 454,459 O O +1 460,461 O O +shows 462,467 O O +the 468,471 O O +original 472,480 O O +oxide 481,486 O B-Material +thicknesses 487,498 O O +after 499,504 O O +111 505,508 O O +days 509,513 O O +oxidation 514,523 O O +, 523,524 O O +the 525,528 O O +modified 529,537 O O +oxide 538,543 O B-Material +thicknesses 544,555 O O +based 556,561 O O +on 562,564 O O +the 565,568 O O +surface 569,576 O O +profile 577,584 O O +length 585,591 O O +and 592,595 O O +the 596,599 O O +percentage 600,610 O O +difference 611,621 O O +. 621,622 O O + +Results 623,630 O O +show 631,635 O O +a 636,637 O O +maximum 638,645 O O +decrease 646,654 O O +in 655,657 O O +the 658,661 O O +oxide 662,667 O B-Material +thickness 668,677 O O +of 678,680 O O +4 681,682 O O +% 682,683 O O +when 684,688 O O +using 689,694 O O +a 695,696 O O +surface 697,704 O B-Material +which 705,710 O O +accounts 711,719 O O +for 720,723 O O +roughness 724,733 O O +. 733,734 O O + +Comparing 735,744 O O +the 745,748 O O +change 749,755 O O +in 756,758 O O +oxide 759,764 O B-Material +thickness 765,774 O O +between 775,782 O O +different 783,792 O O +surface 793,800 O B-Material +finishes 801,809 O O +indicates 810,819 O O +a 820,821 O O +variation 822,831 O O +of 832,834 O O +less 835,839 O O +than 840,844 O O +1 845,846 O O +% 846,847 O O +. 847,848 O O + +As 849,851 O O +such 852,856 O O +, 856,857 O O +the 858,861 O O +impact 862,868 O O +of 869,871 O O +the 872,875 O O +variation 876,885 O O +in 886,888 O O +the 889,892 O O +profile 893,900 O O +length 901,907 O O +on 908,910 O O +the 911,914 O O +calculated 915,925 O O +oxide 926,931 O B-Material +thickness 932,941 O O +is 942,944 O O +considered 945,955 O O +to 956,958 O O +be 959,961 O O +insignificant 962,975 O O +. 975,976 O O + +In 977,979 O O +addition 980,988 O O +, 988,989 O O +if 990,992 O O +the 993,996 O O +differences 997,1008 O O +in 1009,1011 O O +weight 1012,1018 O O +gain 1019,1023 O O +were 1024,1028 O O +only 1029,1033 O O +due 1034,1037 O O +to 1038,1040 O O +differences 1041,1052 O O +in 1053,1055 O O +surface 1056,1063 O B-Material +area 1064,1068 O I-Material +, 1068,1069 O O +rougher 1070,1077 O O +samples 1078,1085 O B-Material +would 1086,1091 O O +be 1092,1094 O O +expected 1095,1103 O O +to 1104,1106 O O +demonstrate 1107,1118 O O +thicker 1119,1126 O O +oxides 1127,1133 O B-Material +at 1134,1136 O O +the 1137,1140 O O +earliest 1141,1149 O O +stages 1150,1156 O O +of 1157,1159 O O +oxidation 1160,1169 O B-Process +. 1169,1170 O O + + +-DOCSTART- (S0010938X15002954) + +There 0,5 O O +have 6,10 O O +been 11,15 O O +relatively 16,26 O O +few 27,30 O O +attempts 31,39 O O +to 40,42 O O +observe 43,50 O O +and 51,54 O O +in 55,57 O O +some 58,62 O O +cases 63,68 O O +extract 69,76 O O +the 77,80 O O +average 81,88 O O +current 89,96 O O +density 97,104 O O +from 105,109 O O +video 110,115 O B-Material +images 116,122 O I-Material +taken 123,128 O O +of 129,131 O O +growing 132,139 O O +2D 140,142 O B-Material +pits 143,147 O I-Material +. 147,148 O O + +Frankel 149,156 O O +presented 157,166 O O +a 167,168 O O +method 169,175 O O +to 176,178 O O +directly 179,187 O O +measure 188,195 O O +the 196,199 O O +average 200,207 O O +anodic 208,214 O B-Material +current 215,222 O I-Material +density 223,230 O O +from 231,235 O O +the 236,239 O O +growing 240,247 O O +pit 248,251 O B-Material +boundary 252,260 O O +velocity 261,269 O O +in 270,272 O O +Al 273,275 O B-Material +[ 276,277 O O +33 277,279 O O +] 279,280 O O +, 280,281 O O +an 282,284 O O +Al 285,287 O B-Material +alloy 288,293 O I-Material +[ 294,295 O O +34 295,297 O O +] 297,298 O O +and 299,302 O O + +Ni 303,305 O B-Material +– 305,306 O I-Material +Fe 306,308 O I-Material +[ 309,310 O I-Material +35 310,312 O I-Material +] 312,313 O I-Material +thin 314,318 O I-Material +films 319,324 O I-Material +. 324,325 O O + +Subsequently 326,338 O O +, 338,339 O O +Ryan 340,344 O O +et 345,347 O O +al 348,350 O O +. 350,351 O O + +[ 352,353 O O +27,36 353,358 O O +] 358,359 O O +determined 360,370 O O +the 371,374 O O +anodic 375,381 O O +current 382,389 O O +density 390,397 O O +in 398,400 O O +pits 401,405 O B-Material +propagating 406,417 O O +as 418,420 O O +2D 421,423 O B-Material +disks 424,429 O I-Material +in 430,432 O O +stainless 433,442 O B-Material +steel 443,448 O I-Material +thin 449,453 O I-Material +films 454,459 O I-Material +by 460,462 O O +measuring 463,472 O O +the 473,476 O O +pit 477,480 O B-Material +edge 481,485 O I-Material +movement 486,494 O O +velocity 495,503 O O +. 503,504 O O + +Ernst 505,510 O O +and 511,514 O O +Newman 515,521 O O +[ 522,523 O O +11,12,37 523,531 O O +] 531,532 O O +studied 533,540 O O +stability 541,550 O O +of 551,553 O O +pit 554,557 O B-Process +growth 558,564 O I-Process +in 565,567 O O +detail 568,574 O O +and 575,578 O O +measured 579,587 O B-Process +the 588,591 O I-Process +kinetics 592,600 O I-Process +of 601,603 O I-Process +2D 604,606 O I-Process +pit 607,610 O I-Process +propagation 611,622 O I-Process +in 623,625 O O +depth 626,631 O O +and 632,635 O O +width 636,641 O O +and 642,645 O O +compared 646,654 O O +the 655,658 O O +results 659,666 O O +with 667,671 O O +kinetics 672,680 O O +in 681,683 O O +1D 684,686 O B-Material +pencil 687,693 O I-Material +electrodes 694,704 O I-Material +. 704,705 O O + +They 706,710 O O +developed 711,720 O O +a 721,722 O O +semi 723,727 O B-Process +- 727,728 O I-Process +quantitative 728,740 O I-Process +model 741,746 O I-Process +for 747,750 O O +pit 751,754 O B-Task +propagation 755,766 O I-Task +which 767,772 O O +explained 773,782 O O +the 783,786 O O +lacy 787,791 O B-Process +pit 792,795 O I-Process +cover 796,801 O I-Process +formation 802,811 O I-Process +during 812,818 O O +the 819,822 O O +pit 823,826 O B-Process +growth 827,833 O I-Process +, 833,834 O O +although 835,843 O O +they 844,848 O O +did 849,852 O O +not 853,856 O O +measure 857,864 O O +current 865,872 O O +density 873,880 O O +within 881,887 O O +the 888,891 O O +pit 892,895 O B-Material +. 895,896 O O + +More 897,901 O O +recently 902,910 O O +, 910,911 O O +Tang 912,916 O O +and 917,920 O O +Davenport 921,930 O O +[ 931,932 O O +38 932,934 O O +] 934,935 O O +tracked 936,943 O O +the 944,947 O O +pit 948,951 O B-Material +boundary 952,960 O O +movement 961,969 O O +and 970,973 O O +computed 974,982 O O +the 983,986 O O +instantaneous 987,1000 O O +but 1001,1004 O O +average 1005,1012 O O +current 1013,1020 O O +density 1021,1028 O O +in 1029,1031 O O +Fe 1032,1034 O B-Material +- 1034,1035 O I-Material +Co 1035,1037 O I-Material +thin 1038,1042 O I-Material +films 1043,1048 O I-Material +. 1048,1049 O O + +However 1050,1057 O O +, 1057,1058 O O +there 1059,1064 O O +have 1065,1069 O O +been 1070,1074 O O +no 1075,1077 O O +previous 1078,1086 O O +attempts 1087,1095 O O +to 1096,1098 O O +quantify 1099,1107 O O +the 1108,1111 O O +local 1112,1117 O O +current 1118,1125 O O +density 1126,1133 O O +during 1134,1140 O O +inhomogeneous 1141,1154 O O +growth 1155,1161 O O +of 1162,1164 O O +pits 1165,1169 O B-Material +, 1169,1170 O O +although 1171,1179 O O +such 1180,1184 O O +local 1185,1190 O O +variation 1191,1200 O O +in 1201,1203 O O +current 1204,1211 O B-Process +density 1212,1219 O O +has 1220,1223 O O +long 1224,1228 O O +been 1229,1233 O O +recognised 1234,1244 O O +[ 1245,1246 O O +7 1246,1247 O O +] 1247,1248 O O +. 1248,1249 O O + + +-DOCSTART- (S0010938X15300512) + +Anodizing 0,9 O B-Process +processes 10,19 O I-Process +are 20,23 O O +widely 24,30 O O +used 31,35 O O +for 36,39 O O +protecting 40,50 O B-Task +aluminium 51,60 O I-Task +alloys 61,67 O I-Task +against 68,75 O O +corrosion 76,85 O B-Process +[ 86,87 O O +1 87,88 O O +] 88,89 O O +. 89,90 O O + +The 91,94 O O +resultant 95,104 O B-Material +films 105,110 O I-Material +are 111,114 O O +composed 115,123 O O +of 124,126 O O +amorphous 127,136 O B-Material +alumina 137,144 O I-Material +and 145,148 O O +consist 149,156 O O +of 157,159 O O +a 160,161 O O +relatively 162,172 O O +thick 173,178 O O +, 178,179 O O +porous 180,186 O O +, 186,187 O O +outer 188,193 O O +region 194,200 O O +and 201,204 O O +a 205,206 O O +thinner 207,214 O O +, 214,215 O O +non 216,219 O O +- 219,220 O O +porous 220,226 O O +, 226,227 O O +inner 228,233 O O +region 234,240 O O +[ 241,242 O O +2,3 242,245 O O +] 245,246 O O +. 246,247 O O + +The 248,251 O O +porous 252,258 O O +region 259,265 O O +contains 266,274 O O +the 275,278 O O +major 279,284 O B-Material +pores 285,290 O I-Material +of 291,293 O O +the 294,297 O O +film 298,302 O B-Material +, 302,303 O O +which 304,309 O O +extend 310,316 O B-Process +from 317,321 O I-Process +the 322,325 O I-Process +film 326,330 O I-Process +surface 331,338 O I-Process +to 339,341 O O +the 342,345 O O +barrier 346,353 O B-Material +layer 354,359 O I-Material +. 359,360 O O + +Near 361,365 O O +the 366,369 O O +film 370,374 O B-Material +surface 375,382 O I-Material +, 382,383 O O +shorter 384,391 O O +, 391,392 O O +incipient 393,402 O B-Material +pores 403,408 O I-Material +are 409,412 O O +also 413,417 O O +present 418,425 O O +, 425,426 O O +whose 427,432 O O +growth 433,439 O B-Process +stopped 440,447 O I-Process +in 448,450 O I-Process +the 451,454 O I-Process +early 455,460 O I-Process +stages 461,467 O I-Process +of 468,470 O I-Process +anodizing 471,480 O I-Process +. 480,481 O O + +The 482,485 O O +diameter 486,494 O O +of 495,497 O O +the 498,501 O O +major 502,507 O B-Material +pores 508,513 O I-Material +and 514,517 O O +the 518,521 O O +thickness 522,531 O O +of 532,534 O O +the 535,538 O O +inner 539,544 O O +, 544,545 O O +barrier 546,553 O O +region 554,560 O O +are 561,564 O O +dependent 565,574 O O +on 575,577 O O +the 578,581 O O +potential 582,591 O O +applied 592,599 O O +during 600,606 O O +anodizing 607,616 O B-Process +, 616,617 O O +with 618,622 O O +typical 623,630 O O +proportionalities 631,648 O O +of 649,651 O O +∼1nmV−1 652,659 O O +[ 660,661 O O +3,4 661,664 O O +] 664,665 O O +. 665,666 O O + +Studies 667,674 O O +of 675,677 O O +ionic 678,683 O B-Task +migration 684,693 O I-Task +in 694,696 O O +barrier 697,704 O O +- 704,705 O O +type 705,709 O O +and 710,713 O O +porous 714,720 O O +anodic 721,727 O B-Material +alumina 728,735 O I-Material +films 736,741 O I-Material +have 742,746 O O +usually 747,754 O O +found 755,760 O O +a 761,762 O O +transport 763,772 O O +number 773,779 O O +of 780,782 O O +O2− 783,786 O B-Material +ions 787,791 O I-Material +of 792,794 O O +∼0.6 795,799 O O +[ 800,801 O O +5,6 801,804 O O +] 804,805 O O +. 805,806 O O + +During 807,813 O O +the 814,817 O O +formation 818,827 O O +of 828,830 O O +porous 831,837 O B-Material +films 838,843 O I-Material +, 843,844 O O +the 845,848 O O +outward 849,856 O B-Material +migrating 857,866 O I-Material +Al3 867,870 O I-Material ++ 870,871 O I-Material +ions 872,876 O I-Material +, 876,877 O O +constituting 878,890 O O +the 891,894 O O +remainder 895,904 O O +of 905,907 O O +the 908,911 O O +ionic 912,917 O B-Material +current 918,925 O I-Material +, 925,926 O O +are 927,930 O O +ejected 931,938 O B-Process +to 939,941 O O +the 942,945 O O +electrolyte 946,957 O B-Material +at 958,960 O O +the 961,964 O O +pore 965,969 O B-Material +bases 970,975 O I-Material +[ 976,977 O O +7 977,978 O O +] 978,979 O O +. 979,980 O O + +The 981,984 O O +electronic 985,995 O O +current 996,1003 O O +in 1004,1006 O O +the 1007,1010 O O +barrier 1011,1018 O O +region 1019,1025 O O +is 1026,1028 O O +generally 1029,1038 O O +considered 1039,1049 O O +to 1050,1052 O O +be 1053,1055 O O +negligible 1056,1066 O O +. 1066,1067 O O + +The 1068,1071 O O +thickness 1072,1081 O O +of 1082,1084 O O +the 1085,1088 O O +barrier 1089,1096 O B-Material +region 1097,1103 O I-Material +, 1103,1104 O O +which 1105,1110 O O +is 1111,1113 O O +relatively 1114,1124 O O +constant 1125,1133 O O +during 1134,1140 O O +the 1141,1144 O O +growth 1145,1151 O O +of 1152,1154 O O +a 1155,1156 O O +film 1157,1161 O B-Material +under 1162,1167 O O +either 1168,1174 O O +a 1175,1176 O O +constant 1177,1185 O O +potential 1186,1195 O O +or 1196,1198 O O +constant 1199,1207 O O +current 1208,1215 O O +density 1216,1223 O O +, 1223,1224 O O +is 1225,1227 O O +maintained 1228,1238 O O +by 1239,1241 O O +a 1242,1243 O O +balance 1244,1251 O O +between 1252,1259 O O +growth 1260,1266 O B-Process +of 1267,1269 O I-Process +the 1270,1273 O I-Process +barrier 1274,1281 O I-Process +layer 1282,1287 O I-Process +by 1288,1290 O I-Process +continued 1291,1300 O I-Process +oxidation 1301,1310 O I-Process +of 1311,1313 O O +the 1314,1317 O O +aluminium 1318,1327 O B-Material +substrate 1328,1337 O I-Material +and 1338,1341 O O +thinning 1342,1350 O B-Process +of 1351,1353 O I-Process +the 1354,1357 O I-Process +barrier 1358,1365 O I-Process +layer 1366,1371 O I-Process +by 1372,1374 O I-Process +either 1375,1381 O I-Process +field 1382,1387 O I-Process +- 1387,1388 O I-Process +assisted 1388,1396 O I-Process +dissolution 1397,1408 O I-Process +of 1409,1411 O O +the 1412,1415 O O +alumina 1416,1423 O B-Material +at 1424,1426 O O +the 1427,1430 O O +pore 1431,1435 O B-Material +bases 1436,1441 O I-Material +[ 1442,1443 O O +8 1443,1444 O O +] 1444,1445 O O +or 1446,1448 O O +field 1449,1454 O B-Process +- 1454,1455 O I-Process +assisted 1455,1463 O I-Process +flow 1464,1468 O I-Process +of 1469,1471 O I-Process +alumina 1472,1479 O I-Process +from 1480,1484 O O +the 1485,1488 O O +barrier 1489,1496 O B-Material +layer 1497,1502 O I-Material +to 1503,1505 O O +the 1506,1509 O O +pore 1510,1514 O B-Material +walls 1515,1520 O I-Material +[ 1521,1522 O O +9–13 1522,1526 O O +] 1526,1527 O O +. 1527,1528 O O + +The 1529,1532 O O +pores 1533,1538 O B-Material +may 1539,1542 O O +be 1543,1545 O O +widened 1546,1553 O O +toward 1554,1560 O O +the 1561,1564 O O +film 1565,1569 O B-Material +surface 1570,1577 O I-Material +by 1578,1580 O O +chemical 1581,1589 O B-Process +dissolution 1590,1601 O I-Process +to 1602,1604 O O +an 1605,1607 O O +extent 1608,1614 O O +dependent 1615,1624 O O +on 1625,1627 O O +the 1628,1631 O O +anodizing 1632,1641 O O +conditions 1642,1652 O O +. 1652,1653 O O + + +-DOCSTART- (S0010938X15301189) + +Failure 0,7 O B-Process +of 8,10 O I-Process +structural 11,21 O I-Process +components 22,32 O I-Process +is 33,35 O O +a 36,37 O O +major 38,43 O O +concern 44,51 O O +in 52,54 O O +the 55,58 O O +nuclear 59,66 O O +power 67,72 O O +industry 73,81 O O +and 82,85 O O +represents 86,96 O O +not 97,100 O O +only 101,105 O O +a 106,107 O O +safety 108,114 O O +issue 115,120 O O +, 120,121 O O +but 122,125 O O +also 126,130 O O +a 131,132 O O +hazard 133,139 O O +to 140,142 O O +economic 143,151 O O +performance 152,163 O O +. 163,164 O O + +Stress 165,171 O B-Process +corrosion 172,181 O I-Process +cracking 182,190 O I-Process +( 191,192 O O +SCC 192,195 O B-Process +) 195,196 O O +, 196,197 O O +and 198,201 O O +especially 202,212 O O +intergranular 213,226 O B-Process +stress 227,233 O I-Process +corrosion 234,243 O I-Process +cracking 244,252 O I-Process +( 253,254 O O +IGSCC 254,259 O B-Process +) 259,260 O O +, 260,261 O O +have 262,266 O O +proved 267,273 O O +to 274,276 O O +be 277,279 O O +a 280,281 O O +significant 282,293 O O +potential 294,303 O O +cause 304,309 O O +of 310,312 O O +failures 313,321 O O +in 322,324 O O +the 325,328 O O +nuclear 329,336 O O +industry 337,345 O O +in 346,348 O O +materials 349,358 O O +such 359,363 O O +as 364,366 O O +Alloy 367,372 O B-Material +600 373,376 O I-Material +( 377,378 O O +74 378,380 O B-Material +% 380,381 O I-Material +Ni 382,384 O I-Material +, 384,385 O I-Material +16 386,388 O I-Material +% 388,389 O I-Material +Cr 390,392 O I-Material +and 393,396 O I-Material +8 397,398 O I-Material +% 398,399 O I-Material +Fe 400,402 O I-Material +) 402,403 O O +and 404,407 O O +stainless 408,417 O B-Material +steels 418,424 O I-Material +, 424,425 O O +especially 426,436 O O +in 437,439 O O +Pressurised 440,451 O B-Material +Water 452,457 O I-Material +Reactors 458,466 O I-Material +( 467,468 O O +PWR 468,471 O B-Material +) 471,472 O O +[ 473,474 O O +1–5 474,477 O O +] 477,478 O O +. 478,479 O O + +Stress 480,486 O B-Process +corrosion 487,496 O I-Process +cracking 497,505 O I-Process +in 506,508 O O +pressurized 509,520 O B-Material +water 521,526 O I-Material +reactors 527,535 O I-Material +( 536,537 O O +PWSCC 537,542 O B-Material +) 542,543 O O +occurs 544,550 O O +in 551,553 O O +Alloy 554,559 O B-Material +600 560,563 O I-Material +in 564,566 O O +safety 567,573 O B-Material +critical 574,582 O I-Material +components 583,593 O I-Material +, 593,594 O O +such 595,599 O O +as 600,602 O O +steam 603,608 O B-Material +generator 609,618 O I-Material +tubes 619,624 O I-Material +, 624,625 O O +heater 626,632 O B-Material +sleeves 633,640 O I-Material +, 640,641 O O +pressurized 642,653 O B-Material +instrument 654,664 O I-Material +penetrations 665,677 O I-Material +and 678,681 O O +control 682,689 O B-Material +rod 690,693 O I-Material +drive 694,699 O I-Material +mechanisms 700,710 O I-Material +[ 711,712 O O +2,6,7 712,717 O O +] 717,718 O O +. 718,719 O O + +Understanding 720,733 O O +the 734,737 O O +mechanisms 738,748 O O +that 749,753 O O +control 754,761 O O +SCC 762,765 O B-Material +in 766,768 O O +this 769,773 O O +alloy 774,779 O B-Material +will 780,784 O O +allow 785,790 O O +for 791,794 O O +continued 795,804 O O +extensions 805,815 O O +of 816,818 O O +life 819,823 O O +in 824,826 O O +current 827,834 O O +plant 835,840 O B-Material +as 841,843 O O +well 844,848 O O +as 849,851 O O +safer 852,857 O B-Task +designs 858,865 O I-Task +of 866,868 O I-Task +future 869,875 O I-Task +nuclear 876,883 O I-Task +reactors 884,892 O I-Task +. 892,893 O O + + +-DOCSTART- (S0010938X1530161X) + +A 0,1 O O +key 2,5 O O +part 6,10 O O +of 11,13 O O +this 14,18 O O +problem 19,26 O O +is 27,29 O O +that 30,34 O O +an 35,37 O O +inspector 38,47 O O +only 48,52 O O +has 53,56 O O +access 57,63 O O +to 64,66 O O +data 67,71 O O +from 72,76 O O +a 77,78 O O +small 79,84 O O +inspected 85,94 O O +area 95,99 O O +. 99,100 O O + +In 101,103 O O +this 104,108 O O +area 109,113 O O +, 113,114 O O +there 115,120 O O +is 121,123 O O +only 124,128 O O +one 129,132 O O +minimum 133,140 O O +thickness 141,150 O O +, 150,151 O O +which 152,157 O O +does 158,162 O O +not 163,166 O O +provide 167,174 O O +enough 175,181 O O +information 182,193 O O +to 194,196 O O +build 197,202 O B-Task +a 203,204 O I-Task +model 205,210 O I-Task +of 211,213 O I-Task +the 214,217 O I-Task +smallest 218,226 O I-Task +thicknesses 227,238 O I-Task +. 238,239 O O + +An 240,242 O O +inspector 243,252 O O +can 253,256 O O +generate 257,265 O O +a 266,267 O O +sample 268,274 O B-Material +of 275,277 O O +the 278,281 O O +smallest 282,290 O O +thickness 291,300 O O +measurements 301,313 O O +by 314,316 O O +partitioning 317,329 O B-Process +the 330,333 O I-Process +inspection 334,344 O I-Process +data 345,349 O I-Process +into 350,354 O O +a 355,356 O O +number 357,363 O O +of 364,366 O O +equally 367,374 O B-Material +sized 375,380 O I-Material +blocks 381,387 O I-Material +. 387,388 O O + +In 389,391 O O +each 392,396 O O +block 397,402 O B-Material +the 403,406 O O +minimum 407,414 O O +thickness 415,424 O O +is 425,427 O O +recorded 428,436 O O +. 436,437 O O + +This 438,442 O O +set 443,446 O O +forms 447,452 O O +a 453,454 O O +sample 455,461 O B-Material +of 462,464 O O +the 465,468 O O +smallest 469,477 O O +thickness 478,487 O O +measurements 488,500 O O +. 500,501 O O + +From 502,506 O O +this 507,511 O O +sample 512,518 O O +, 518,519 O O +one 520,523 O O +can 524,527 O O +build 528,533 O O +a 534,535 O O +model 536,541 O B-Process +which 542,547 O I-Process +takes 548,553 O I-Process +into 554,558 O I-Process +account 559,566 O I-Process +the 567,570 O I-Process +variations 571,581 O I-Process +of 582,584 O I-Process +the 585,588 O I-Process +smallest 589,597 O I-Process +thickness 598,607 O I-Process +measurements 608,620 O I-Process +. 620,621 O O + +Extreme 622,629 O B-Process +value 630,635 O I-Process +analysis 636,644 O I-Process +( 645,646 O O +EVA 646,649 O B-Process +) 649,650 O O +provides 651,659 O O +a 660,661 O O +limiting 662,670 O O +form 671,675 O O +for 676,679 O O +this 680,684 O O +model 685,690 O O +. 690,691 O O + +It 692,694 O O +states 695,701 O O +that 702,706 O O +, 706,707 O O +if 708,710 O O +the 711,714 O O +underlying 715,725 O O +thickness 726,735 O O +measurements 736,748 O O +in 749,751 O O +each 752,756 O O +block 757,762 O O +are 763,766 O O +taken 767,772 O O +from 773,777 O O +independent 778,789 O O +and 790,793 O O +identical 794,803 O O +distributions 804,817 O O +, 817,818 O O +then 819,823 O O +the 824,827 O O +sample 828,834 O O +of 835,837 O O +minimum 838,845 O O +thickness 846,855 O O +measurements 856,868 O O +will 869,873 O O +follow 874,880 O O +a 881,882 O O +generalized 883,894 O B-Process +extreme 895,902 O I-Process +value 903,908 O I-Process +distribution 909,921 O I-Process +( 922,923 O O +GEVD 923,927 O B-Process +) 927,928 O O +. 928,929 O O + + +-DOCSTART- (S0021961413004321) + +The 0,3 O O +thermodynamics 4,18 O B-Task +of 19,21 O I-Task +copper 22,28 O I-Task +- 28,29 O I-Task +zinc 29,33 O I-Task +alloys 34,40 O I-Task +( 41,42 O I-Task +brass 42,47 O I-Task +) 47,48 O I-Task +was 49,52 O O +subject 53,60 O O +of 61,63 O O +numerous 64,72 O O +investigations 73,87 O O +. 87,88 O O + +Brass 89,94 O B-Material +is 95,97 O O +characterised 98,111 O O +by 112,114 O O +an 115,117 O O +excess 118,124 O B-Process +enthalpy 125,133 O I-Process +and 134,137 O I-Process +excess 138,144 O I-Process +entropy 145,152 O I-Process +of 153,155 O I-Process +mixing 156,162 O I-Process +, 162,163 O O +both 164,168 O O +of 169,171 O O +which 172,177 O O +are 178,181 O O +negative 182,190 O O +. 190,191 O O + +The 192,195 O O +enthalpic 196,205 O B-Material +data 206,210 O I-Material +were 211,215 O O +measured 216,224 O O +by 225,227 O O +solution 228,236 O B-Process +calorimetry 237,248 O I-Process +e.g. 249,253 O O +, 253,254 O O +[ 255,256 O O +1–3 256,259 O O +] 259,260 O O +and 261,264 O O +based 265,270 O O +on 271,273 O O +chemical 274,282 O B-Material +potential 283,292 O I-Material +data 293,297 O I-Material +calculated 298,308 O O +from 309,313 O O +phase 314,319 O B-Process +equilibrium 320,331 O I-Process +experiments 332,343 O I-Process +e.g. 344,348 O O +, 348,349 O O +[ 350,351 O O +4–6 351,354 O O +] 354,355 O O +, 355,356 O O +the 357,360 O O +excess 361,367 O B-Task +entropy 368,375 O I-Task +of 376,378 O I-Task +mixing 379,385 O I-Task +could 386,391 O O +be 392,394 O O +evaluated 395,404 O O +e.g. 405,409 O O +, 409,410 O O +[ 411,412 O O +7–9 412,415 O O +] 415,416 O O +. 416,417 O O + +This 418,422 O O +excess 423,429 O O +entropy 430,437 O O +contains 438,446 O O +both 447,451 O O +, 451,452 O O +the 453,456 O O +vibrational 457,468 O B-Task +and 469,472 O I-Task +the 473,476 O I-Task +configurational 477,492 O I-Task +parts 493,498 O I-Task +. 498,499 O O + +The 500,503 O O +excess 504,510 O O +vibrational 511,522 O O +entropy 523,530 O O +, 530,531 O O +defined 532,539 O O +as 540,542 O O +the 543,546 O O +deviation 547,556 O O +from 557,561 O O +the 562,565 O O +entropy 566,573 O O +of 574,576 O O +a 577,578 O O +mechanical 579,589 O O +mixture 590,597 O O +of 598,600 O O +the 601,604 O O +end 605,608 O O +members 609,616 O O +A 617,618 O O +and 619,622 O O +B 623,624 O O +( 625,626 O O +i.e. 626,630 O O +, 630,631 O O +Smmechmix 632,641 O O += 641,642 O O + +XASmA+XBSmB 642,653 O O + +) 653,654 O O +, 654,655 O O +can 656,659 O O +be 660,662 O O +determined 663,673 O O +by 674,676 O O +measuring 677,686 O B-Process +the 687,690 O I-Process +low 691,694 O I-Process +temperature 695,706 O I-Process +heat 707,711 O I-Process +capacity 712,720 O I-Process +( 721,722 O I-Process +5 722,723 O I-Process +to 724,726 O I-Process +300 727,730 O I-Process +K 730,731 O I-Process +) 731,732 O I-Process +versus 733,739 O I-Process +composition 740,751 O I-Process +behaviour 752,761 O I-Process +. 761,762 O O + +The 763,766 O O +determination 767,780 O O +of 781,783 O O +the 784,787 O O +excess 788,794 O B-Task +configurational 795,810 O I-Task +entropy 811,818 O I-Task +, 818,819 O O +i.e. 820,824 O O +, 824,825 O O +the 826,829 O O +excess 830,836 O O +entropy 837,844 O O +coming 845,851 O O +from 852,856 O O +non 857,860 O O +- 860,861 O O +random 861,867 O O +atomic 868,874 O O +distributions 875,888 O O +and 889,892 O O +defects 893,900 O O +, 900,901 O O +is 902,904 O O +much 905,909 O O +more 910,914 O O +difficult 915,924 O O +. 924,925 O O + +Here 926,930 O O +, 930,931 O O +neutron 932,939 O B-Process +scattering 940,950 O I-Process +investigations 951,965 O I-Process +together 966,974 O O +with 975,979 O O +computer 980,988 O B-Process +simulations 989,1000 O I-Process +are 1001,1004 O O +normally 1005,1013 O O +used 1014,1018 O O +. 1018,1019 O O + +If 1020,1022 O O +, 1022,1023 O O +however 1024,1031 O O +, 1031,1032 O O +reliable 1033,1041 O B-Material +data 1042,1046 O I-Material +of 1047,1049 O I-Material +the 1050,1053 O I-Material +total 1054,1059 O I-Material +excess 1060,1066 O I-Material +entropy 1067,1074 O I-Material +( 1075,1076 O O +from 1076,1080 O O +enthalpic 1081,1090 O B-Material +and 1091,1094 O I-Material +chemical 1095,1103 O I-Material +potential 1104,1113 O I-Material +data 1114,1118 O I-Material +) 1118,1119 O O +are 1120,1123 O O +available 1124,1133 O O +, 1133,1134 O O +the 1135,1138 O O +measurement 1139,1150 O B-Process +of 1151,1153 O I-Process +the 1154,1157 O I-Process +excess 1158,1164 O I-Process +vibrational 1165,1176 O I-Process +entropy 1177,1184 O I-Process +enables 1185,1192 O O +the 1193,1196 O O +determination 1197,1210 O B-Process +of 1211,1213 O I-Process +the 1214,1217 O I-Process +excess 1218,1224 O I-Process +configurational 1225,1240 O I-Process +entropy 1241,1248 O I-Process +simply 1249,1255 O O +by 1256,1258 O O +subtraction 1259,1270 O B-Process +. 1270,1271 O O + +Since 1272,1277 O O +configurational 1278,1293 O O +and 1294,1297 O O +vibrational 1298,1309 O O +entropies 1310,1319 O O +may 1320,1323 O O +have 1324,1328 O O +different 1329,1338 O O +temperature 1339,1350 O O +dependencies 1351,1363 O O +, 1363,1364 O O +it 1365,1367 O O +is 1368,1370 O O +worthwhile 1371,1381 O O +to 1382,1384 O O +separate 1385,1393 O B-Task +the 1394,1397 O I-Task +entropic 1398,1406 O I-Task +effects 1407,1414 O I-Task +. 1414,1415 O O + +This 1416,1420 O O +is 1421,1423 O O +one 1424,1427 O O +aim 1428,1431 O O +of 1432,1434 O O +this 1435,1439 O O +study 1440,1445 O O +. 1445,1446 O O + +Another 1447,1454 O O +aim 1455,1458 O O +is 1459,1461 O O +to 1462,1464 O O +deliver 1465,1472 O B-Task +experimental 1473,1485 O I-Task +data 1486,1490 O I-Task +so 1491,1493 O O +that 1494,1498 O O +first 1499,1504 O O +principles 1505,1515 O O +studies 1516,1523 O O +can 1524,1527 O O +test 1528,1532 O O +their 1533,1538 O O +models 1539,1545 O O +on 1546,1548 O O +a 1549,1550 O O +disordered 1551,1561 O B-Material +alloy 1562,1567 O I-Material +, 1567,1568 O O +whose 1569,1574 O O +structural 1575,1585 O O +details 1586,1593 O O +( 1594,1595 O O +short 1595,1600 O O +- 1600,1601 O O +range 1601,1606 O O +order 1607,1612 O O +) 1612,1613 O O +depend 1614,1620 O O +on 1621,1623 O O +temperature 1624,1635 O O +. 1635,1636 O O + + +-DOCSTART- (S0021999113002362) + +The 0,3 O O +algorithm 4,13 O O +allows 14,20 O O +the 21,24 O O +modelling 25,34 O B-Task +of 35,37 O I-Task +plasmas 38,45 O I-Task +of 46,48 O I-Task +arbitrary 49,58 O I-Task +degeneracy 59,69 O I-Task +under 70,75 O O +the 76,79 O O +binary 80,86 O B-Process +collision 87,96 O I-Process +approximation 97,110 O I-Process +. 110,111 O O + +It 112,114 O O +uses 115,119 O O +a 120,121 O O +numerical 122,131 O B-Process +interpolation 132,145 O I-Process +of 146,148 O O +the 149,152 O O +inverse 153,160 O O +cumulative 161,171 O O +density 172,179 O O +function 180,188 O O +of 189,191 O O +the 192,195 O O +Fermi 196,201 O B-Process +– 201,202 O I-Process +Dirac 202,207 O I-Process +distribution 208,220 O I-Process +to 221,223 O O +initialise 224,234 O O +simulation 235,245 O B-Material +particles 246,255 O I-Material +, 255,256 O O +and 257,260 O O +collisions 261,271 O B-Process +are 272,275 O O +subject 276,283 O O +to 284,286 O O +Pauli 287,292 O B-Process +blocking 293,301 O I-Process +. 301,302 O O + +It 303,305 O O +is 306,308 O O +not 309,312 O O +appropriate 313,324 O O +in 325,327 O O +the 328,331 O O +limit 332,337 O O +of 338,340 O O +very 341,345 O O +strong 346,352 O O +coupling 353,361 O B-Process +because 362,369 O O +the 370,373 O O +plasma 374,380 O B-Task +theory 381,387 O I-Task +which 388,393 O O +the 394,397 O O +Monte 398,403 O B-Process +Carlo 404,409 O I-Process +code 410,414 O I-Process +is 415,417 O O +based 418,423 O O +on 424,426 O O +breaks 427,433 O O +down 434,438 O O +. 438,439 O O + +The 440,443 O O +strong 444,450 O B-Task +coupling 451,459 O I-Task +limit 460,465 O I-Task +corresponds 466,477 O O +to 478,480 O O +lnΛ≲3 481,486 O O +, 486,487 O O +with 488,492 O O +lnΛ 493,496 O O +the 497,500 O O +Coulomb 501,508 O B-Process +logarithm 509,518 O I-Process +[ 519,520 O O +10 520,522 O O +] 522,523 O O +. 523,524 O O + +The 525,528 O O +code 529,533 O O +is 534,536 O O +designed 537,545 O O +for 546,549 O O +lnΛ>3 550,555 O O +in 556,558 O O +collisional 559,570 O B-Material +plasmas 571,578 O I-Material +with 579,583 O O +a 584,585 O O +non 586,589 O O +- 589,590 O O +negligible 590,600 O O +level 601,606 O O +of 607,609 O O +degeneracy 610,620 O O +. 620,621 O O + +It 622,624 O O +is 625,627 O O +noted 628,633 O O +that 634,638 O O +Monte 639,644 O B-Process +Carlo 645,650 O I-Process +techniques 651,661 O I-Process +with 662,666 O O +degenerate 667,677 O O +capabilities 678,690 O O +have 691,695 O O +been 696,700 O O +developed 701,710 O O +for 711,714 O O +studying 715,723 O O +transport 724,733 O B-Task +in 734,736 O I-Task +semi 737,741 O I-Task +- 741,742 O I-Task +conductors 742,752 O I-Task +[ 753,754 O O +11 754,756 O O +] 756,757 O O +but 758,761 O O +no 762,764 O O +such 765,769 O O +method 770,776 O O +exists 777,783 O O +for 784,787 O O +fully 788,793 O B-Material +- 793,794 O I-Material +ionised 794,801 O I-Material +plasmas 802,809 O I-Material +. 809,810 O O + +Some 811,815 O O +of 816,818 O O +the 819,822 O O +techniques 823,833 O O +described 834,843 O O +are 844,847 O O +potentially 848,859 O O +applicable 860,870 O O +to 871,873 O O +other 874,879 O O +types 880,885 O O +of 886,888 O O +codes 889,894 O O +, 894,895 O O +for 896,899 O O +example 900,907 O O +, 907,908 O O +Particle 909,917 O O +- 917,918 O O +In 918,920 O O +- 920,921 O O +Cell 921,925 O O +( 926,927 O O +PIC 927,930 O O +) 930,931 O O +codes 932,937 O O +. 937,938 O O + + +-DOCSTART- (S0021999113003422) + +Similar 0,7 O O +numerical 8,17 O B-Process +oscillations 18,30 O I-Process +to 31,33 O O +those 34,39 O O +described 40,49 O O +above 50,55 O O +also 56,60 O O +emerge 61,67 O O +in 68,70 O O +the 71,74 O O +ISPM 75,79 O B-Process +when 80,84 O O +utilising 85,94 O O +classical 95,104 O B-Process +IBM 105,108 O I-Process +kernels 109,116 O I-Process +due 117,120 O O +to 121,123 O O +their 124,129 O O +lack 130,134 O O +of 135,137 O O +regularity 138,148 O O +( 149,150 O O +with 150,154 O O +discontinuous 155,168 O O +second 169,175 O O +derivatives 176,187 O O +) 187,188 O O +. 188,189 O O + +Furthermore 190,201 O O +, 201,202 O O +it 203,205 O O +is 206,208 O O +important 209,218 O O +to 219,221 O O +remark 222,228 O O +that 229,233 O O +the 234,237 O O +immersed 238,246 O O +structure 247,256 O O +stresses 257,265 O O +are 266,269 O O +captured 270,278 O O +in 279,281 O O +the 282,285 O O +Lagrangian 286,296 O B-Process +description 297,308 O I-Process +and 309,312 O O +hence 313,318 O O +, 318,319 O O +in 320,322 O O +order 323,328 O O +to 329,331 O O +compute 332,339 O O +them 340,344 O O +accurately 345,355 O O +, 355,356 O O +it 357,359 O O +is 360,362 O O +important 363,372 O O +to 373,375 O O +ensure 376,382 O O +that 383,387 O O +these 388,393 O O +spurious 394,402 O O +oscillations 403,415 O B-Material +are 416,419 O O +not 420,423 O O +introduced 424,434 O O +via 435,438 O O +the 439,442 O O +kernel 443,449 O B-Process +interpolation 450,463 O I-Process +functions 464,473 O I-Process +. 473,474 O O + +In 475,477 O O +this 478,482 O O +paper 483,488 O O +, 488,489 O O +the 490,493 O O +authors 494,501 O O +have 502,506 O O +specifically 507,519 O O +designed 520,528 O O +a 529,530 O O +new 531,534 O B-Task +family 535,541 O I-Task +of 542,544 O I-Task +kernel 545,551 O I-Task +functions 552,561 O I-Task +which 562,567 O O +do 568,570 O B-Task +not 571,574 O I-Task +introduce 575,584 O I-Task +these 585,590 O I-Task +spurious 591,599 O I-Task +oscillations 600,612 O I-Task +. 612,613 O O + +The 614,617 O O +kernel 618,624 O B-Process +functions 625,634 O I-Process +are 635,638 O O +obtained 639,647 O O +by 648,650 O O +taking 651,657 O O +into 658,662 O O +account 663,670 O O +discrete 671,679 O O +reproducibility 680,695 O O +conditions 696,706 O O +as 707,709 O O +originally 710,720 O O +introduced 721,731 O O +by 732,734 O O +Peskin 735,741 O O +[ 742,743 O O +14 743,745 O O +] 745,746 O O +( 747,748 O O +in 748,750 O O +our 751,754 O O +case 755,759 O O +, 759,760 O O +tailor 761,767 O O +- 767,768 O O +made 768,772 O O +for 773,776 O O +Cartesian 777,786 O B-Process +staggered 787,796 O I-Process +grids 797,802 O I-Process +) 802,803 O O +and 804,807 O O +regularity 808,818 O O +requirements 819,831 O O +to 832,834 O O +prevent 835,842 O O +the 843,846 O O +appearance 847,857 O O +of 858,860 O O +spurious 861,869 O O +oscillations 870,882 O B-Material +when 883,887 O O +computing 888,897 O O +derivatives 898,909 O O +. 909,910 O O + +A 911,912 O O +Maple 913,918 O B-Material +computer 919,927 O I-Material +program 928,935 O I-Material +has 936,939 O O +been 940,944 O O +developed 945,954 O O +to 955,957 O O +obtain 958,964 O B-Task +explicit 965,973 O I-Task +expressions 974,985 O I-Task +for 986,989 O I-Task +the 990,993 O I-Task +new 994,997 O I-Task +kernels 998,1005 O I-Task +. 1005,1006 O O + + +-DOCSTART- (S0021999113005603) + +After 0,5 O O +all 6,9 O O +micro 10,15 O O +elements 16,24 O O +reach 25,30 O O +a 31,32 O O +relaxed 33,40 O O +steady 41,47 O O +- 47,48 O O +state 48,53 O O +, 53,54 O O +measurements 55,67 O O +are 68,71 O O +obtained 72,80 O O +using 81,86 O O +a 87,88 O O +cumulative 89,99 O B-Process +averaging 100,109 O I-Process +technique 110,119 O I-Process +to 120,122 O O +reduce 123,129 O B-Task +noise 130,135 O I-Task +. 135,136 O O + +Each 137,141 O O +micro 142,147 O B-Material +element 148,155 O I-Material +is 156,158 O O +divided 159,166 O O +into 167,171 O O +spatially 172,181 O B-Material +- 181,182 O I-Material +oriented 182,190 O I-Material +bins 191,195 O I-Material +in 196,198 O O +the 199,202 O O +y 203,204 O O +- 204,205 O O +direction 205,214 O O +in 215,217 O O +order 218,223 O O +to 224,226 O O +resolve 227,234 O B-Task +the 235,238 O I-Task +velocity 239,247 O I-Task +and 248,251 O I-Task +shear 252,257 O I-Task +- 257,258 O I-Task +stress 258,264 O I-Task +profiles 265,273 O I-Task +. 273,274 O O + +Velocity 275,283 O O +in 284,286 O O +each 287,291 O O +bin 292,295 O B-Material +is 296,298 O O +measured 299,307 O O +using 308,313 O O +the 314,317 O O +Cumulative 318,328 O B-Process +Averaging 329,338 O I-Process +Method 339,345 O I-Process +( 346,347 O O +CAM 347,350 O B-Process +) 350,351 O O +[ 352,353 O O +24 353,355 O O +] 355,356 O O +, 356,357 O O +while 358,363 O O +the 364,367 O O +stress 368,374 O B-Process +tensor 375,381 O I-Process +field 382,387 O I-Process +is 388,390 O O +measured 391,399 O O +using 400,405 O O +the 406,409 O O +Irving 410,416 O O +– 416,417 O O + +Kirkwood 417,425 O O +relationship 426,438 O O +[ 439,440 O O +25 440,442 O O +] 442,443 O O +. 443,444 O O + +A 445,446 O O +least 447,452 O B-Process +- 452,453 O I-Process +squares 453,460 O I-Process +polynomial 461,471 O I-Process +fit 472,475 O I-Process +to 476,478 O O +the 479,482 O O +data 483,487 O O +is 488,490 O O +performed 491,500 O O +, 500,501 O O +which 502,507 O O +helps 508,513 O O +reduce 514,520 O B-Process +noise 521,526 O I-Process +further 527,534 O O +. 534,535 O O + +The 536,539 O O +fit 540,543 O O +produces 544,552 O O +a 553,554 O O +continuous 555,565 O B-Process +function 566,574 O I-Process +that 575,579 O O +avoids 580,586 O B-Process +stability 587,596 O I-Process +issues 597,603 O I-Process +arising 604,611 O O +from 612,616 O O +supplying 617,626 O O +highly 627,633 O B-Material +fluctuating 634,645 O I-Material +data 646,650 O I-Material +to 651,653 O O +the 654,657 O O +macro 658,663 O B-Material +solver 664,670 O I-Material +. 670,671 O O + +A 672,673 O O +least 674,679 O B-Process +- 679,680 O I-Process +squares 680,687 O I-Process +fit 688,691 O I-Process +is 692,694 O O +applied 695,702 O O +to 703,705 O O +an 706,708 O O +Nth 709,712 O B-Material +order 713,718 O I-Material +polynomial 719,729 O I-Material +for 730,733 O O +the 734,737 O O +velocity 738,746 O O +profile 747,754 O O +in 755,757 O O +the 758,761 O O +core 762,766 O B-Material +region 767,773 O I-Material +, 773,774 O O +and 775,778 O O +an 779,781 O O +Mth 782,785 O B-Material +order 786,791 O I-Material +polynomial 792,802 O I-Material +for 803,806 O O +the 807,810 O O +velocity 811,819 O O +profile 820,827 O O +in 828,830 O O +the 831,834 O O +constrained 835,846 O O +region:(16)〈ui 847,861 O O +, 861,862 O O +core〉=∑k=1Nbk 862,875 O O +, 875,876 O O +iyi′(N−k),for 876,889 O O +0⩽yi′⩽hcore 890,901 O O +, 901,902 O O +and(17)〈ui 903,913 O O +, 913,914 O O +cs〉=∑k=1Mck 914,925 O O +, 925,926 O O + +iyi″(M−k),for 926,939 O O + +0⩽yi″⩽hcs 940,949 O O +, 949,950 O O +where 951,956 O O +bk 957,959 O O +, 959,960 O O +i 960,961 O O +and 962,965 O O +ck 966,968 O O +, 968,969 O O +i 969,970 O O +are 971,974 O O +the 975,978 O O +coefficients 979,991 O B-Material +of 992,994 O O +the 995,998 O O +polynomials 999,1010 O B-Material +used 1011,1015 O O +in 1016,1018 O O +the 1019,1022 O O +core 1023,1027 O B-Material +micro 1028,1033 O I-Material +region 1034,1040 O I-Material +and 1041,1044 O O +constrained 1045,1056 O B-Material +region 1057,1063 O I-Material +respectively 1064,1076 O O +. 1076,1077 O O + +An 1078,1080 O O +estimate 1081,1089 O O +of 1090,1092 O O +the 1093,1096 O O +new 1097,1100 O O +slip 1101,1105 O O +velocity 1106,1114 O O +uB 1115,1117 O O +for 1118,1121 O O +input 1122,1127 O O +to 1128,1130 O O +the 1131,1134 O O +macro 1135,1140 O B-Material +solution 1141,1149 O I-Material +( 1150,1151 O O +6 1151,1152 O O +) 1152,1153 O O +is 1154,1156 O O +taken 1157,1162 O O +directly 1163,1171 O O +from 1172,1176 O O +the 1177,1180 O O +compressed 1181,1191 O B-Material +wall 1192,1196 O I-Material +micro 1197,1202 O I-Material +- 1202,1203 O I-Material +element 1203,1210 O I-Material +solution 1211,1219 O I-Material +( 1220,1221 O O +16 1221,1223 O O +) 1223,1224 O O +, 1224,1225 O O +at 1226,1228 O O +yi′=0 1229,1234 O O +. 1234,1235 O O + + +-DOCSTART- (S0021999113005652) + +It 0,2 O O +is 3,5 O O +interesting 6,17 O O +to 18,20 O O +quantify 21,29 O O +the 30,33 O O +effects 34,41 O O +of 42,44 O O +the 45,48 O O +Schmidt 49,56 O O +number 57,63 O O +and 64,67 O O +the 68,71 O O +chemical 72,80 O B-Process +reaction 81,89 O I-Process +rate 90,94 O O +on 95,97 O O +the 98,101 O O +bulk 102,106 O B-Process +- 106,107 O I-Process +mean 107,111 O I-Process +concentration 112,125 O I-Process +of 126,128 O O +B 129,130 O B-Material +in 131,133 O O +water 134,139 O B-Material +. 139,140 O O + +The 141,144 O O +data 145,149 O O +could 150,155 O O +present 156,163 O O +important 164,173 O O +information 174,185 O O +on 186,188 O O +evaluating 189,199 O O +the 200,203 O O +environmental 204,217 O O +impacts 218,225 O O +of 226,228 O O +the 229,232 O O +degradation 233,244 O B-Process +product 245,252 O O +of 253,255 O O +B 256,257 O B-Material +, 257,258 O O +as 259,261 O O +well 262,266 O O +as 267,269 O O +acidification 270,283 O B-Process +of 284,286 O O +water 287,292 O B-Material +by 293,295 O O +the 296,299 O O +chemical 300,308 O B-Process +reaction 309,317 O I-Process +. 317,318 O O + +Here 319,323 O O +, 323,324 O O +the 325,328 O O +bulk 329,333 O B-Material +- 333,334 O I-Material +mean 334,338 O I-Material +concentration 339,352 O I-Material +of 353,355 O O +B 356,357 O B-Material +is 358,360 O O +defined 361,368 O O +by(24)CB⁎¯=∫01〈CB⁎〉(z⁎)dz⁎ 369,395 O O +Fig 396,399 O O +. 399,400 O O + +15 401,403 O O +depicts 404,411 O O +the 412,415 O O +effect 416,422 O O +of 423,425 O O +the 426,429 O O +Schmidt 430,437 O O +and 438,441 O O +the 442,445 O O +chemical 446,454 O B-Process +reaction 455,463 O I-Process +rate 464,468 O O +on 469,471 O O +the 472,475 O O +bulk 476,480 O B-Material +- 480,481 O I-Material +mean 481,485 O I-Material +concentration 486,499 O I-Material +CB⁎¯. 500,505 O B-Material + +It 506,508 O O +is 509,511 O O +worth 512,517 O O +to 518,520 O O +mention 521,528 O O +here 529,533 O O +that 534,538 O O +the 539,542 O O +bulk 543,547 O B-Process +- 547,548 O I-Process +mean 548,552 O I-Process +concentration 553,566 O I-Process +of 567,569 O O +B 570,571 O B-Material +reaches 572,579 O O +approximately 580,593 O O +0.6 594,597 O O +as 598,600 O O +the 601,604 O O +chemical 605,613 O B-Process +reaction 614,622 O I-Process +rate 623,627 O O +and 628,631 O O +the 632,635 O O +Schmidt 636,643 O O +number 644,650 O O +increase 651,659 O O +to 660,662 O O +infinite 663,671 O O +, 671,672 O O +and 673,676 O O +the 677,680 O O +concentration 681,694 O O +is 695,697 O O +smaller 698,705 O O +than 706,710 O O +the 711,714 O O +equilibrium 715,726 O O +concentration 727,740 O O +of 741,743 O O +A 744,745 O B-Material +at 746,748 O O +the 749,752 O O +interface 753,762 O O +. 762,763 O O + +This 764,768 O O +figure 769,775 O O +indicates 776,785 O O +that 786,790 O O +progress 791,799 O O +of 800,802 O O +the 803,806 O O +chemical 807,815 O B-Process +reaction 816,824 O I-Process +is 825,827 O O +somewhat 828,836 O O +interfered 837,847 O O +by 848,850 O O +turbulent 851,860 O B-Process +mixing 861,867 O I-Process +in 868,870 O O +water 871,876 O B-Material +, 876,877 O O +and 878,881 O O +the 882,885 O O +efficiency 886,896 O O +of 897,899 O O +the 900,903 O O +chemical 904,912 O B-Process +reaction 913,921 O I-Process +is 922,924 O O +up 925,927 O O +to 928,930 O O +approximately 931,944 O O +60 945,947 O O +% 947,948 O O +. 948,949 O O + +The 950,953 O O +efficiency 954,964 O O +of 965,967 O O +the 968,971 O O +chemical 972,980 O B-Process +reaction 981,989 O I-Process +in 990,992 O O +water 993,998 O B-Material +will 999,1003 O O +be 1004,1006 O O +a 1007,1008 O O +function 1009,1017 O O +of 1018,1020 O O +the 1021,1024 O O +Reynolds 1025,1033 O O +number 1034,1040 O O +of 1041,1043 O O +the 1044,1047 O O +water 1048,1053 O B-Process +flow 1054,1058 O I-Process +, 1058,1059 O O +and 1060,1063 O O +the 1064,1067 O O +efficiency 1068,1078 O O +could 1079,1084 O O +increase 1085,1093 O O +as 1094,1096 O O +the 1097,1100 O O +Reynolds 1101,1109 O O +number 1110,1116 O O +increases 1117,1126 O O +. 1126,1127 O O + +We 1128,1130 O O +need 1131,1135 O O +an 1136,1138 O O +extensive 1139,1148 O B-Task +investigation 1149,1162 O I-Task +on 1163,1165 O I-Task +the 1166,1169 O I-Task +efficiency 1170,1180 O I-Task +of 1181,1183 O I-Task +the 1184,1187 O I-Task +aquarium 1188,1196 O I-Task +chemical 1197,1205 O I-Task +reaction 1206,1214 O I-Task +in 1215,1217 O O +the 1218,1221 O O +near 1222,1226 O O +future 1227,1233 O O +to 1234,1236 O O +extend 1237,1243 O O +the 1244,1247 O O +results 1248,1255 O O +of 1256,1258 O O +this 1259,1263 O O +study 1264,1269 O O +further 1270,1277 O O +to 1278,1280 O O +establish 1281,1290 O B-Task +practical 1291,1300 O I-Task +modelling 1301,1310 O I-Task +for 1311,1314 O I-Task +the 1315,1318 O I-Task +gas 1319,1322 O I-Task +exchange 1323,1331 O I-Task +between 1332,1339 O I-Task +air 1340,1343 O I-Task +and 1344,1347 O I-Task +water 1348,1353 O I-Task +. 1353,1354 O O + + +-DOCSTART- (S0021999113005718) + +Numerical 0,9 O B-Process +simulation 10,20 O I-Process +of 21,23 O I-Process +the 24,27 O I-Process +gas 28,31 O I-Process +flow 32,36 O I-Process +through 37,44 O O +such 45,49 O O +non 50,53 O O +- 53,54 O O +trivial 54,61 O O +internal 62,70 O O +geometries 71,81 O O +is 82,84 O O +, 84,85 O O +however 86,93 O O +, 93,94 O O +extremely 95,104 O O +challenging 105,116 O O +. 116,117 O O + +This 118,122 O O +is 123,125 O O +because 126,133 O O +conventional 134,146 O B-Task +continuum 147,156 O I-Task +fluid 157,162 O I-Task +dynamics 163,171 O I-Task +, 171,172 O O +which 173,178 O O +assumes 179,186 O O +that 187,191 O O +locally 192,199 O O +a 200,201 O O +gas 202,205 O B-Material +is 206,208 O O +close 209,214 O O +to 215,217 O O +a 218,219 O O +state 220,225 O O +of 226,228 O O +thermodynamic 229,242 O B-Task +equilibrium 243,254 O I-Task +, 254,255 O O +becomes 256,263 O O +invalid 264,271 O O +or 272,274 O O +inaccurate 275,285 O O +as 286,288 O O +the 289,292 O O +smallest 293,301 O O +characteristic 302,316 O O +scale 317,322 O O +of 323,325 O O +the 326,329 O O +geometry 330,338 O O +( 339,340 O O +e.g. 340,344 O O +the 345,348 O O +channel 349,356 O B-Material +height 357,363 O I-Material +) 363,364 O O +approaches 365,375 O O +the 376,379 O O +mean 380,384 O O +distance 385,393 O O +between 394,401 O O +molecular 402,411 O B-Process +collisions 412,422 O I-Process +, 422,423 O O +λ 424,425 O O +[ 426,427 O O +1 427,428 O O +] 428,429 O O +. 429,430 O O + +An 431,433 O O +accurate 434,442 O O +and 443,446 O O +flexible 447,455 O O +modelling 456,465 O O +alternative 466,477 O O +for 478,481 O O +these 482,487 O O +cases 488,493 O O +is 494,496 O O +the 497,500 O O +direct 501,507 O B-Process +simulation 508,518 O I-Process +Monte 519,524 O I-Process +Carlo 525,530 O I-Process +method 531,537 O I-Process +( 538,539 O O +DSMC 539,543 O B-Process +) 543,544 O O +[ 545,546 O O +2 546,547 O O +] 547,548 O O +. 548,549 O O + +However 550,557 O O +, 557,558 O O +DSMC 559,563 O B-Process +can 564,567 O O +be 568,570 O O +prohibitively 571,584 O O +expensive 585,594 O O +for 595,598 O O +internal 599,607 O B-Task +- 607,608 O I-Task +flow 608,612 O I-Task +applications 613,625 O I-Task +, 625,626 O O +which 627,632 O O +typically 633,642 O O +have 643,647 O O +a 648,649 O O +geometry 650,658 O O +of 659,661 O O +high 662,666 O O +- 666,667 O O +aspect 667,673 O O +ratio 674,679 O O +( 680,681 O O +i.e. 681,685 O O +are 686,689 O O +extremely 690,699 O O +long 700,704 O O +, 704,705 O O +relative 706,714 O O +to 715,717 O O +their 718,723 O O +cross 724,729 O O +- 729,730 O O +section 730,737 O O +) 737,738 O O +. 738,739 O O + +The 740,743 O O +high 744,748 O B-Process +- 748,749 O I-Process +aspect 749,755 O I-Process +ratio 756,761 O I-Process +creates 762,769 O O +a 770,771 O O +formidable 772,782 O B-Task +multiscale 783,793 O I-Task +problem 794,801 O I-Task +: 801,802 O O +processes 803,812 O O +need 813,817 O O +to 818,820 O O +be 821,823 O O +resolved 824,832 O O +occurring 833,842 O O +over 843,847 O O +the 848,851 O O +smallest 852,860 O O +characteristic 861,875 O O +scale 876,881 O O +of 882,884 O O +the 885,888 O O +geometry 889,897 O O +( 898,899 O O +e.g. 899,903 O O +a 904,905 O O +channelʼs 906,915 O O +height 916,922 O O +) 922,923 O O +, 923,924 O O +as 925,927 O O +well 928,932 O O +as 933,935 O O +over 936,940 O O +the 941,944 O O +largest 945,952 O O +characteristic 953,967 O O +scale 968,973 O O +of 974,976 O O +the 977,980 O O +geometry 981,989 O O +( 990,991 O O +e.g. 991,995 O O +the 996,999 O O +length 1000,1006 O O +of 1007,1009 O O +a 1010,1011 O O +long 1012,1016 O O +channel 1017,1024 O O +network 1025,1032 O O +) 1032,1033 O O +, 1033,1034 O O +simultaneously 1035,1049 O O +. 1049,1050 O O + + +-DOCSTART- (S0021999113006955) + +The 0,3 O O +test 4,8 O O +cases 9,14 O O +confirm 15,22 O O +that 23,27 O O +the 28,31 O O +high 32,36 O B-Process +- 36,37 O I-Process +order 37,42 O I-Process +discretisation 43,57 O I-Process +retains 58,65 O O +exponential 66,77 O O +convergence 78,89 O O +properties 90,100 O O +with 101,105 O O +increasing 106,116 O O +geometric 117,126 O O +and 127,130 O O +expansion 131,140 O O +polynomial 141,151 O O +order 152,157 O O +if 158,160 O O +both 161,165 O O +the 166,169 O O +solution 170,178 O B-Material +and 179,182 O O +true 183,187 O B-Material +surface 188,195 O I-Material +are 196,199 O O +smooth 200,206 O O +. 206,207 O O + +Errors 208,214 O O +are 215,218 O O +found 219,224 O O +to 225,227 O O +saturate 228,236 O O +when 237,241 O O +the 242,245 O O +geometric 246,255 O O +errors 256,262 O O +, 262,263 O O +due 264,267 O O +to 268,270 O O +the 271,274 O O +parametrisation 275,290 O B-Process +of 291,293 O I-Process +the 294,297 O I-Process +surface 298,305 O I-Process +elements 306,314 O I-Process +, 314,315 O O +begin 316,321 O O +to 322,324 O O +dominate 325,333 O O +the 334,337 O O +temporal 338,346 O O +and 347,350 O O +spatial 351,358 O O +discretisation 359,373 O O +errors 374,380 O O +. 380,381 O O + +For 382,385 O O +the 386,389 O O +smooth 390,396 O O +solutions 397,406 O O +considered 407,417 O O +as 418,420 O O +test 421,425 O O +cases 426,431 O O +, 431,432 O O +the 433,436 O O +results 437,444 O O +show 445,449 O O +that 450,454 O O +this 455,459 O O +dominance 460,469 O O +of 470,472 O O +geometric 473,482 O O +errors 483,489 O O +quickly 490,497 O O +limits 498,504 O O +the 505,508 O O +effectiveness 509,522 O O +of 523,525 O O +further 526,533 O O +increases 534,543 O O +in 544,546 O O +the 547,550 O O +number 551,557 O O +of 558,560 O O +degrees 561,568 O O +of 569,571 O O +freedom 572,579 O O +, 579,580 O O +either 581,587 O O +through 588,595 O O +mesh 596,600 O B-Process +refinement 601,611 O I-Process +or 612,614 O O +higher 615,621 O B-Task +solution 622,630 O I-Task +polynomial 631,641 O I-Task +orders 642,648 O I-Task +. 648,649 O O + +Increasing 650,660 O O +the 661,664 O O +order 665,670 O O +of 671,673 O O +the 674,677 O O +geometry 678,686 O O +parametrisation 687,702 O O +reduces 703,710 O B-Task +the 711,714 O I-Task +geometric 715,724 O I-Task +error 725,730 O I-Task +. 730,731 O O + +The 732,735 O O +analytic 736,744 O O +test 745,749 O O +cases 750,755 O O +presented 756,765 O O +here 766,770 O O +use 771,774 O O +a 775,776 O O +coarse 777,783 O B-Material +curvilinear 784,795 O I-Material +mesh 796,800 O I-Material +; 800,801 O O +for 802,805 O O +applications 806,818 O O +, 818,819 O O +meshes 820,826 O B-Material +are 827,830 O O +typically 831,840 O O +more 841,845 O O +refined 846,853 O O +in 854,856 O O +order 857,862 O O +to 863,865 O O +capture 866,873 O O +features 874,882 O O +in 883,885 O O +the 886,889 O O +solution 890,898 O B-Material +and 899,902 O O +so 903,905 O O +will 906,910 O O +better 911,917 O O +capture 918,925 O O +the 926,929 O O +geometry 930,938 O O +and 939,942 O O +consequently 943,955 O O +reduce 956,962 O O +this 963,967 O O +lower 968,973 O O +bound 974,979 O O +on 980,982 O O +the 983,986 O O +solution 987,995 O O +error 996,1001 O O +. 1001,1002 O O + +If 1003,1005 O O +the 1006,1009 O O +solution 1010,1018 O B-Material +is 1019,1021 O O +not 1022,1025 O O +smooth 1026,1032 O O +, 1032,1033 O O +we 1034,1036 O O +do 1037,1039 O O +not 1040,1043 O O +expect 1044,1050 O O +to 1051,1053 O O +see 1054,1057 O O +rapid 1058,1063 O O +convergence 1064,1075 O O +. 1075,1076 O O + +In 1077,1079 O O +the 1080,1083 O O +case 1084,1088 O O +that 1089,1093 O O +the 1094,1097 O O +solution 1098,1106 O O +is 1107,1109 O O +smooth 1110,1116 O O +, 1116,1117 O O +but 1118,1121 O O +the 1122,1125 O O +true 1126,1130 O O +surface 1131,1138 O O +is 1139,1141 O O +not 1142,1145 O O +, 1145,1146 O O +then 1147,1151 O O +exponential 1152,1163 O O +convergence 1164,1175 O O +with 1176,1180 O O +P 1181,1182 O B-Material +and 1183,1186 O O +Pg 1187,1189 O B-Material +can 1190,1193 O O +only 1194,1198 O O +be 1199,1201 O O +achieved 1202,1210 O O +if 1211,1213 O O +, 1213,1214 O O +and 1215,1218 O O +only 1219,1223 O O +if 1224,1226 O O +, 1226,1227 O O +the 1228,1231 O O +discontinuities 1232,1247 O O +are 1248,1251 O O +aligned 1252,1259 O O +with 1260,1264 O O +element 1265,1272 O O +boundaries 1273,1283 O O +. 1283,1284 O O + +However 1285,1292 O O +, 1292,1293 O O +if 1294,1296 O O +discontinuities 1297,1312 O O +lie 1313,1316 O O +within 1317,1323 O O +an 1324,1326 O O +element 1327,1334 O O +, 1334,1335 O O +convergence 1336,1347 O O +will 1348,1352 O O +be 1353,1355 O O +limited 1356,1363 O O +by 1364,1366 O O +the 1367,1370 O O +geometric 1371,1380 O B-Process +approximation 1381,1394 O I-Process +, 1394,1395 O O +since 1396,1401 O O +the 1402,1405 O O +true 1406,1410 O O +surface 1411,1418 O B-Material +can 1419,1422 O O +not 1422,1425 O O +be 1426,1428 O O +captured 1429,1437 O O +. 1437,1438 O O + +In 1439,1441 O O +the 1442,1445 O O +cardiac 1446,1453 O B-Task +problem 1454,1461 O I-Task +, 1461,1462 O O +we 1463,1465 O O +consider 1466,1474 O O +both 1475,1479 O O +the 1480,1483 O O +true 1484,1488 O B-Material +surface 1489,1496 O I-Material +and 1497,1500 O O +solution 1501,1509 O B-Material +to 1510,1512 O O +be 1513,1515 O O +smooth 1516,1522 O O +. 1522,1523 O O + + +-DOCSTART- (S0021999114002587) + +Designers 0,9 O O +of 10,12 O O +microfluidic 13,25 O B-Material +devices 26,33 O I-Material +are 34,37 O O +in 38,40 O O +need 41,45 O O +of 46,48 O O +computational 49,62 O O +tools 63,68 O O +that 69,73 O O +can 74,77 O O +be 78,80 O O +used 81,85 O O +to 86,88 O O +analyse 89,96 O B-Task +problems 97,105 O I-Task +that 106,110 O I-Task +involve 111,118 O I-Task +rarefied 119,127 O I-Task +gas 128,131 O I-Task +flows 132,137 O I-Task +in 138,140 O I-Task +complex 141,148 O I-Task +micro 149,154 O I-Task +geometries 155,165 O I-Task +. 165,166 O O + +Numerical 167,176 O B-Process +simulation 177,187 O I-Process +of 188,190 O O +the 191,194 O O +gas 195,198 O B-Material +flow 199,203 O I-Material +through 204,211 O O +such 212,216 O O +geometries 217,227 O O +is 228,230 O O +, 230,231 O O +however 232,239 O O +, 239,240 O O +extremely 241,250 O O +challenging 251,262 O O +. 262,263 O O + +Conventional 264,276 O B-Process +continuum 277,286 O I-Process +fluid 287,292 O I-Process +dynamics 293,301 O I-Process +( 302,303 O O +CFD 303,306 O B-Process +) 306,307 O O +becomes 308,315 O O +invalid 316,323 O O +or 324,326 O O +inaccurate 327,337 O O +as 338,340 O O +the 341,344 O O +characteristic 345,359 O O +scale 360,365 O O +of 366,368 O O +the 369,372 O O +geometry 373,381 O O +( 382,383 O O +e.g. 383,387 O O +the 388,391 O O +channel 392,399 O O +height 400,406 O O +, 406,407 O O +h 408,409 O O +) 409,410 O O +approaches 411,421 O O +the 422,425 O O +molecular 426,435 O O +mean 436,440 O O +free 441,445 O O +path 446,450 O O +, 450,451 O O +λ 452,453 O O +[ 454,455 O O +1,2 455,458 O O +] 458,459 O O +. 459,460 O O + +When 461,465 O O +λ/h≳0.1 466,473 O O +, 473,474 O O +the 475,478 O O +error 479,484 O O +in 485,487 O O +solutions 488,497 O O +obtained 498,506 O O +from 507,511 O O +CFD 512,515 O B-Process +may 516,519 O O +be 520,522 O O +significant 523,534 O O +, 534,535 O O +and 536,539 O O +we 540,542 O O +must 543,547 O O +consider 548,556 O O +the 557,560 O O +fluid 561,566 O O +for 567,570 O O +what 571,575 O O +it 576,578 O O +is 579,581 O O +: 581,582 O O +a 583,584 O O +collection 585,595 O B-Material +of 596,598 O I-Material +interacting 599,610 O I-Material +particles 611,620 O I-Material +. 620,621 O O + +However 622,629 O O +, 629,630 O O +the 631,634 O O +computational 635,648 O O +expense 649,656 O O +of 657,659 O O +simulating 660,670 O O +the 671,674 O O +flow 675,679 O B-Material +of 680,682 O I-Material +a 683,684 O I-Material +rarefied 685,693 O I-Material +gas 694,697 O I-Material +in 698,700 O O +high 701,705 O B-Material +- 705,706 O I-Material +aspect 706,712 O I-Material +- 712,713 O I-Material +ratio 713,718 O I-Material +micro 719,724 O I-Material +geometries 725,735 O I-Material +( 736,737 O O +i.e. 737,741 O O +ones 742,746 O O +that 747,751 O O +are 752,755 O O +long 756,760 O B-Material +, 760,761 O I-Material +relative 762,770 O I-Material +to 771,773 O I-Material +their 774,779 O I-Material +cross 780,785 O I-Material +section 786,793 O I-Material +) 793,794 O O +using 795,800 O O +a 801,802 O O +particle 803,811 O B-Process +method 812,818 O I-Process +, 818,819 O O +such 820,824 O O +as 825,827 O O +the 828,831 O O +direct 832,838 O B-Process +simulation 839,849 O I-Process +Monte 850,855 O I-Process +Carlo 856,861 O I-Process +( 862,863 O O +DSMC 863,867 O B-Process +) 867,868 O O +method 869,875 O O +[ 876,877 O O +2 877,878 O O +] 878,879 O O +, 879,880 O O +can 881,884 O O +be 885,887 O O +prohibitively 888,901 O O +high 902,906 O O +[ 907,908 O O +3,4 908,911 O O +] 911,912 O O +. 912,913 O O + +The 914,917 O O +computational 918,931 O O +intensity 932,941 O O +of 942,944 O O +the 945,948 O O +particle 949,957 O B-Process +method 958,964 O I-Process +is 965,967 O O +greater 968,975 O O +still 976,981 O O +when 982,986 O O +simulating 987,997 O O +low 998,1001 O O +- 1001,1002 O O +speed 1002,1007 O O +microfluidic 1008,1020 O B-Material +devices 1021,1028 O I-Material +where 1029,1034 O O +there 1035,1040 O O +are 1041,1044 O O +only 1045,1049 O O +small 1050,1055 O B-Material +deviations 1056,1066 O I-Material +from 1067,1071 O I-Material +equilibrium 1072,1083 O I-Material +, 1083,1084 O O +characterised 1085,1098 O O +by 1099,1101 O O +extremely 1102,1111 O B-Material +low 1112,1115 O I-Material +Mach 1116,1120 O I-Material +numbers 1121,1128 O I-Material +and 1129,1132 O I-Material +weak 1133,1137 O I-Material +temperature 1138,1149 O I-Material +gradients 1150,1159 O I-Material +. 1159,1160 O O + + +-DOCSTART- (S0021999114007396) + +In 0,2 O O +this 3,7 O O +work 8,12 O O +, 12,13 O O +we 14,16 O O +have 17,21 O O +developed 22,31 O O +a 32,33 O O +simple 34,40 O O +numerical 41,50 O B-Process +scheme 51,57 O I-Process +based 58,63 O O +on 64,66 O O +the 67,70 O O +Galerkin 71,79 O B-Process +finite 80,86 O I-Process +element 87,94 O I-Process +method 95,101 O I-Process +for 102,105 O O +a 106,107 O O +multi 108,113 O B-Task +- 113,114 O I-Task +term 114,118 O I-Task +time 119,123 O I-Task +fractional 124,134 O I-Task +diffusion 135,144 O I-Task +equation 145,153 O I-Task +which 154,159 O O +involves 160,168 O O +multiple 169,177 O B-Process +Caputo 178,184 O I-Process +fractional 185,195 O I-Process +derivatives 196,207 O I-Process +in 208,210 O I-Process +time 211,215 O I-Process +. 215,216 O O + +A 217,218 O O +complete 219,227 O O +error 228,233 O O +analysis 234,242 O O +of 243,245 O O +the 246,249 O O +space 250,255 O O +semidiscrete 256,268 O O +Galerkin 269,277 O B-Process +scheme 278,284 O I-Process +is 285,287 O O +provided 288,296 O O +. 296,297 O O + +The 298,301 O O +theory 302,308 O O +covers 309,315 O O +the 316,319 O O +practically 320,331 O O +very 332,336 O O +important 337,346 O O +case 347,351 O O +of 352,354 O O +nonsmooth 355,364 O O +initial 365,372 O O +data 373,377 O O +and 378,381 O O +right 382,387 O O +hand 388,392 O O +side 393,397 O O +. 397,398 O O + +The 399,402 O O +analysis 403,411 O O +relies 412,418 O O +essentially 419,430 O O +on 431,433 O O +some 434,438 O O +new 439,442 O B-Material +regularity 443,453 O I-Material +results 454,461 O I-Material +of 462,464 O O +the 465,468 O O +multi 469,474 O O +- 474,475 O O +term 475,479 O O +time 480,484 O O +fractional 485,495 O O +diffusion 496,505 O O +equation 506,514 O O +. 514,515 O O + +Further 516,523 O O +, 523,524 O O +we 525,527 O O +have 528,532 O O +developed 533,542 O O +a 543,544 O O +fully 545,550 O B-Process +discrete 551,559 O I-Process +scheme 560,566 O I-Process +based 567,572 O O +on 573,575 O O +a 576,577 O O +finite 578,584 O B-Process +difference 585,595 O I-Process +discretization 596,610 O I-Process +of 611,613 O I-Process +the 614,617 O I-Process +Caputo 618,624 O I-Process +fractional 625,635 O I-Process +derivatives 636,647 O I-Process +. 647,648 O O + +The 649,652 O O +stability 653,662 O O +and 663,666 O O +error 667,672 O O +estimate 673,681 O O +of 682,684 O O +the 685,688 O O +fully 689,694 O O +discrete 695,703 O O +scheme 704,710 O O +were 711,715 O O +established 716,727 O O +, 727,728 O O +provided 729,737 O O +that 738,742 O O +the 743,746 O O +solution 747,755 O O +is 756,758 O O +smooth 759,765 O O +. 765,766 O O + +The 767,770 O O +extensive 771,780 O O +numerical 781,790 O B-Process +experiments 791,802 O I-Process +in 803,805 O O +one- 806,810 O B-Process +and 811,814 O I-Process +two 815,818 O I-Process +- 818,819 O I-Process +dimension 819,828 O I-Process +fully 829,834 O O +confirmed 835,844 O O +our 845,848 O O +convergence 849,860 O O +analysis 861,869 O O +: 869,870 O O +the 871,874 O O +empirical 875,884 O B-Material +convergence 885,896 O I-Material +rates 897,902 O I-Material +agree 903,908 O O +well 909,913 O O +with 914,918 O O +the 919,922 O O +theoretical 923,934 O O +predictions 935,946 O O +for 947,950 O O +both 951,955 O O +smooth 956,962 O O +and 963,966 O O +nonsmooth 967,976 O O +data 977,981 O O +. 981,982 O O + + +-DOCSTART- (S0021999114007876) + +In 0,2 O O +this 3,7 O O +work 8,12 O O +, 12,13 O O +light 14,19 O B-Task +propagation 20,31 O I-Task +in 32,34 O I-Task +a 35,36 O I-Task +scattering 37,47 O I-Task +medium 48,54 O I-Task +with 55,59 O I-Task +piece 60,65 O I-Task +- 65,66 O I-Task +wise 66,70 O I-Task +constant 71,79 O I-Task +refractive 80,90 O I-Task +index 91,96 O I-Task +using 97,102 O O +the 103,106 O O +radiative 107,116 O B-Process +transport 117,126 O I-Process +equation 127,135 O I-Process +was 136,139 O O +studied 140,147 O O +. 147,148 O O + +Light 149,154 O O +propagation 155,166 O O +in 167,169 O O +each 170,174 O O +sub 175,178 O O +- 178,179 O O +domain 179,185 O O +with 186,190 O O +a 191,192 O O +constant 193,201 O O +refractive 202,212 O O +index 213,218 O O +was 219,222 O O +modeled 223,230 O O +using 231,236 O O +the 237,240 O O +RTE 241,244 O B-Process +and 245,248 O O +the 249,252 O O +equations 253,262 O O +were 263,267 O O +coupled 268,275 O O +using 276,281 O O +boundary 282,290 O O +conditions 291,301 O O +describing 302,312 O O +Fresnel 313,320 O B-Process +reflection 321,331 O I-Process +and 332,335 O I-Process +transmission 336,348 O I-Process +phenomenas 349,359 O I-Process +on 360,362 O O +the 363,366 O O +interfaces 367,377 O O +between 378,385 O O +the 386,389 O O +sub 390,393 O O +- 393,394 O O +domains 394,401 O O +. 401,402 O O + +The 403,406 O O +resulting 407,416 O O +coupled 417,424 O B-Process +system 425,431 O I-Process +of 432,434 O I-Process +RTEs 435,439 O I-Process +was 440,443 O O +numerically 444,455 O O +solved 456,462 O O +using 463,468 O O +the 469,472 O O +FEM 473,476 O B-Process +. 476,477 O O + +The 478,481 O O +proposed 482,490 O O +model 491,496 O O +was 497,500 O O +tested 501,507 O O +using 508,513 O O +simulations 514,525 O B-Process +and 526,529 O O +was 530,533 O O +compared 534,542 O O +with 543,547 O O +the 548,551 O O +solution 552,560 O B-Material +of 561,563 O I-Material +the 564,567 O I-Material +Monte 568,573 O I-Material +Carlo 574,579 O I-Material +method 580,586 O I-Material +. 586,587 O O + +The 588,591 O O +results 592,599 O O +show 600,604 O O +that 605,609 O O +the 610,613 O O +coupled 614,621 O O +RTE 622,625 O B-Process +model 626,631 O O +describes 632,641 O O +light 642,647 O O +propagation 648,659 O O +accurately 660,670 O O +in 671,673 O O +comparison 674,684 O O +with 685,689 O O +the 690,693 O O +Monte 694,699 O B-Material +Carlo 700,705 O I-Material +method 706,712 O I-Material +. 712,713 O O + +In 714,716 O O +addition 717,725 O O +, 725,726 O O +results 727,734 O O +show 735,739 O O +that 740,744 O O +neglecting 745,755 O O +internal 756,764 O O +refractive 765,775 O O +index 776,781 O O +changes 782,789 O O +can 790,793 O O +lead 794,798 O O +to 799,801 O O +erroneous 802,811 O O +boundary 812,820 O O +measurements 821,833 O O +of 834,836 O O +scattered 837,846 O O +light 847,852 O O +. 852,853 O O + +This 854,858 O O +indicates 859,868 O O +that 869,873 O O +the 874,877 O O +quality 878,885 O O +of 886,888 O O +the 889,892 O O +DOT 893,896 O B-Process +reconstructions 897,912 O I-Process +could 913,918 O O +possible 919,927 O O +be 928,930 O O +increased 931,940 O O +by 941,943 O O +incorporating 944,957 O O +a 958,959 O O +model 960,965 O O +for 966,969 O O +internal 970,978 O O +refractive 979,989 O B-Process +index 990,995 O I-Process +changes 996,1003 O I-Process +in 1004,1006 O O +the 1007,1010 O O +image 1011,1016 O B-Process +reconstruction 1017,1031 O I-Process +procedure 1032,1041 O I-Process +. 1041,1042 O O + + +-DOCSTART- (S0021999114008432) + +The 0,3 O O +validity 4,12 O B-Task +of 13,15 O I-Task +semi 16,20 O I-Task +- 20,21 O I-Task +classical 21,30 O I-Task +boundary 31,39 O I-Task +conditions 40,50 O I-Task +for 51,54 O O +the 55,58 O O +WTE 59,62 O O +as 63,65 O O +introduced 66,76 O O +in 77,79 O O +[ 80,81 O O +8 81,82 O O +] 82,83 O O +is 84,86 O O +a 87,88 O O +topic 89,94 O O +under 95,100 O O +vivid 101,106 O O +debate 107,113 O O +, 113,114 O O +especially 115,125 O O +after 126,131 O O +recent 132,138 O O +works 139,144 O O +which 145,150 O O +address 151,158 O O +the 159,162 O O +non 163,166 O B-Process +- 166,167 O I-Process +uniqueness 167,177 O I-Process +and 178,181 O I-Process +the 182,185 O I-Process +symmetry 186,194 O I-Process +properties 195,205 O I-Process +of 206,208 O I-Process +the 209,212 O I-Process +Wigner 213,219 O I-Process +function 220,228 O I-Process +[ 229,230 O O +27,28,46 230,238 O O +] 238,239 O O +. 239,240 O O + +The 241,244 O O +numerical 245,254 O B-Material +test 255,259 O I-Material +cases 260,265 O I-Material +presented 266,275 O O +therein 276,283 O O +are 284,287 O O +for 288,291 O O +symmetric 292,301 O B-Material +potentials 302,312 O I-Material +for 313,316 O O +which 317,322 O O +we 323,325 O O +can 326,329 O O +not 329,332 O O +provide 333,340 O O +reliable 341,349 O O +, 349,350 O O +i.e. 351,355 O O +well 356,360 O O +- 360,361 O O +resolved 361,369 O O +, 369,370 O O +results 371,378 O O +due 379,382 O O +to 383,385 O O +the 386,389 O O +presence 390,398 O O +of 399,401 O O +singular 402,410 O O +terms 411,416 O O +in 417,419 O O +the 420,423 O O +steady 424,430 O B-Process +state 431,436 O I-Process +Wigner 437,443 O I-Process +functions 444,453 O I-Process +, 453,454 O O +see 455,458 O O +Section 459,466 O O +4.3 467,470 O O +. 470,471 O O + +Other 472,477 O B-Material +recent 478,484 O I-Material +studies 485,492 O I-Material +demonstrate 493,504 O O +the 505,508 O O +convergence 509,520 O B-Task +of 521,523 O I-Task +the 524,527 O I-Task +WTE 528,531 O I-Task +calculations 532,544 O I-Task +upon 545,549 O O +increasing 550,560 O B-Process +the 561,564 O I-Process +size 565,569 O I-Process +of 570,572 O I-Process +the 573,576 O I-Process +simulation 577,587 O I-Process +domain 588,594 O I-Process +[ 595,596 O O +44 596,598 O O +] 598,599 O O +as 600,602 O O +well 603,607 O O +as 608,610 O O +possible 611,619 O O +improvements 620,632 O O +by 633,635 O O +adapting 636,644 O B-Process +the 645,648 O I-Process +boundary 649,657 O I-Process +distribution 658,670 O I-Process +to 671,673 O O +the 674,677 O O +physical 678,686 O O +state 687,692 O O +of 693,695 O O +the 696,699 O O +active 700,706 O O +device 707,713 O O +region 714,720 O O +[ 721,722 O O +47 722,724 O O +] 724,725 O O +. 725,726 O O + +Despite 727,734 O O +their 735,740 O O +approximate 741,752 O O +nature 753,759 O O +we 760,762 O O +employ 763,769 O B-Process +inflow 770,776 O I-Process +/ 776,777 O I-Process +outflow 777,784 O I-Process +boundary 785,793 O I-Process +conditions 794,804 O I-Process +here 805,809 O O +as 810,812 O O +well 813,817 O O +and 818,821 O O +demonstrate 822,833 O O +that 834,838 O O +accurate 839,847 O B-Task +and 848,851 O I-Task +physically 852,862 O I-Task +valid 863,868 O I-Task +results 869,876 O I-Task +can 877,880 O O +be 881,883 O O +achieved 884,892 O O +for 893,896 O O +sufficiently 897,909 O O +large 910,915 O O +values 916,922 O O +of 923,925 O O +Lres 926,930 O O +. 930,931 O O + +Due 932,935 O O +to 936,938 O O +the 939,942 O O +problematics 943,955 O O +with 956,960 O O +singular 961,969 O O +terms 970,975 O O +we 976,978 O O +present 979,986 O B-Task +simulations 987,998 O I-Task +only 999,1003 O I-Task +for 1004,1007 O I-Task +non 1008,1011 O I-Task +- 1011,1012 O I-Task +zero 1012,1016 O I-Task +bias 1017,1021 O I-Task +voltages 1022,1030 O I-Task +VDS≠0 1031,1036 O O +V. 1037,1039 O O + + +-DOCSTART- (S0021999114008523) + +A 0,1 O O +multi 2,7 O B-Process +- 7,8 O I-Process +physics 8,15 O I-Process +description 16,27 O I-Process +of 28,30 O I-Process +a 31,32 O I-Process +multiscale 33,43 O I-Process +system 44,50 O I-Process +is 51,53 O O +often 54,59 O O +referred 60,68 O O +to 69,71 O O +as 72,74 O O +a 75,76 O O +‘ 77,78 O B-Process +hybrid’ 78,85 O I-Process +model 86,91 O I-Process +. 91,92 O O + +In 93,95 O O +fluid 96,101 O B-Task +dynamics 102,110 O I-Task +, 110,111 O O +a 112,113 O O +typical 114,121 O O +hybrid 122,128 O B-Process +combines 129,137 O O +a 138,139 O O +molecular 140,149 O B-Process +treatment 150,159 O I-Process +( 160,161 O O +a 161,162 O O +‘ 163,164 O B-Process +micro’ 164,170 O I-Process +model 171,176 O I-Process +) 176,177 O O +with 178,182 O O +a 183,184 O O +continuum 185,194 O B-Process +- 194,195 O I-Process +fluid 195,200 O I-Process +one 201,204 O I-Process +( 205,206 O O +a 206,207 O O +‘ 208,209 O O +macro’ 209,215 O B-Process +model 216,221 O I-Process +) 221,222 O O +, 222,223 O O +with 224,228 O O +the 229,232 O O +aim 233,236 O O +of 237,239 O O +obtaining 240,249 O B-Task +the 250,253 O I-Task +accuracy 254,262 O I-Task +of 263,265 O I-Task +the 266,269 O I-Task +former 270,276 O I-Task +with 277,281 O I-Task +the 282,285 O I-Task +efficiency 286,296 O I-Task +of 297,299 O I-Task +the 300,303 O I-Task +latter 304,310 O I-Task +[ 311,312 O O +1–4 312,315 O O +] 315,316 O O +. 316,317 O O + +The 318,321 O O +micro 322,327 O B-Process +and 328,331 O I-Process +macro 332,337 O I-Process +models 338,344 O I-Process +generally 345,354 O O +have 355,359 O O +characteristic 360,374 O O +timescales 375,385 O O +that 386,390 O O +are 391,394 O O +very 395,399 O O +different 400,409 O O +, 409,410 O O +which 411,416 O O +means 417,422 O O +that 423,427 O O +time 428,432 O O +- 432,433 O O +accurate 433,441 O O +simulations 442,453 O O +can 454,457 O O +be 458,460 O O +extremely 461,470 O O +challenging 471,482 O O +: 482,483 O O +the 484,487 O O +size 488,492 O O +of 493,495 O O +the 496,499 O O +timestep 500,508 O O +required 509,517 O O +to 518,520 O O +make 521,525 O O +the 526,529 O O +micro 530,535 O O +model 536,541 O O +stable 542,548 O O +and 549,552 O O +accurate 553,561 O O +is 562,564 O O +so 565,567 O O +small 568,573 O O +that 574,578 O O +simulations 579,590 O O +over 591,595 O O +significant 596,607 O O +macro 608,613 O O +- 613,614 O O +scale 614,619 O O +time 620,624 O O +periods 625,632 O O +are 633,636 O O +intractable 637,648 O O +. 648,649 O O + +If 650,652 O O +the 653,656 O O +system 657,663 O O +is 664,666 O O +‘ 667,668 O O +scale 668,673 O B-Process +- 673,674 O I-Process +separated’ 674,684 O I-Process +, 684,685 O O +a 686,687 O O +physical 688,696 O B-Process +( 697,698 O I-Process +as 698,700 O I-Process +distinct 701,709 O I-Process +from 710,714 O I-Process +numerical 715,724 O I-Process +) 724,725 O I-Process +approximation 726,739 O I-Process +can 740,743 O O +be 744,746 O O +made 747,751 O O +that 752,756 O O +enables 757,764 O O +the 765,768 O O +coupled 769,776 O B-Process +models 777,783 O I-Process +to 784,786 O O +advance 787,794 O O +at 795,797 O O +different 798,807 O O +rates 808,813 O O +( 814,815 O O +asynchronously 815,829 O O +) 829,830 O O +with 831,835 O O +negligible 836,846 O O +penalty 847,854 O O +on 855,857 O O +macro 858,863 O O +- 863,864 O O +scale 864,869 O O +accuracy 870,878 O O +. 878,879 O O + +E 880,881 O O +et 882,884 O O +al 885,887 O O +. 887,888 O O + +[ 889,890 O O +5 890,891 O O +] 891,892 O O +were 893,897 O O +the 898,901 O O +first 902,907 O O +to 908,910 O O +introduce 911,920 O O +and 921,924 O O +implement 925,934 O O +this 935,939 O O +concept 940,947 O O +in 948,950 O O +a 951,952 O O +time 953,957 O B-Process +- 957,958 O I-Process +stepping 958,966 O I-Process +method 967,973 O I-Process +for 974,977 O I-Process +coupled 978,985 O I-Process +systems 986,993 O I-Process +, 993,994 O O +referred 995,1003 O O +to 1004,1006 O O +in 1007,1009 O O +the 1010,1013 O O +classification 1014,1028 O O +of 1029,1031 O O +Lockerby 1032,1040 O O +et 1041,1043 O O +al 1044,1046 O O +. 1046,1047 O O + +[ 1048,1049 O O +6 1049,1050 O O +] 1050,1051 O O +as 1052,1054 O O +a 1055,1056 O O +continuous 1057,1067 O B-Process +asynchronous 1068,1080 O I-Process +( 1081,1082 O O +CA 1082,1084 O B-Process +) 1084,1085 O O +scheme 1086,1092 O O +( 1093,1094 O O +‘ 1094,1095 O O +continuous’ 1095,1106 O O +since 1107,1112 O O +the 1113,1116 O O +micro 1117,1122 O B-Process +and 1123,1126 O I-Process +macro 1127,1132 O I-Process +models 1133,1139 O I-Process +advance 1140,1147 O O +without 1148,1155 O O +interruption 1156,1168 O O +[ 1169,1170 O O +5 1170,1171 O O +] 1171,1172 O O +) 1172,1173 O O +. 1173,1174 O O + +In 1175,1177 O O +this 1178,1182 O O +paper 1183,1188 O O +we 1189,1191 O O +extend 1192,1198 O O +this 1199,1203 O O +idea 1204,1208 O O +to 1209,1211 O O +multiscale 1212,1222 O B-Task +systems 1223,1230 O I-Task +comprising 1231,1241 O I-Task +an 1242,1244 O I-Task +arbitrary 1245,1254 O I-Task +number 1255,1261 O I-Task +of 1262,1264 O I-Task +coupled 1265,1272 O I-Task +models 1273,1279 O I-Task +. 1279,1280 O O + + +-DOCSTART- (S0021999115000546) + +The 0,3 O O +particular 4,14 O O +phase 15,20 O B-Task +field 21,26 O I-Task +model 27,32 O I-Task +we 33,35 O O +employ 36,42 O O +is 43,45 O O +an 46,48 O O +extension 49,58 O O +of 59,61 O O +[ 62,63 O O +6 63,64 O O +] 64,65 O O +, 65,66 O O +and 67,70 O O +is 71,73 O O +based 74,79 O O +on 80,82 O O +the 83,86 O O +three 87,92 O B-Process +dimensional 93,104 O I-Process +thermal 105,112 O I-Process +phase 113,118 O I-Process +field 119,124 O I-Process +model 125,130 O I-Process +of 131,133 O O +[ 134,135 O O +7 135,136 O O +] 136,137 O O +and 138,141 O O +two 142,145 O B-Process +dimensional 146,157 O I-Process +thermal 158,165 O I-Process +- 165,166 O I-Process +solutal 166,173 O I-Process +phase 174,179 O I-Process +field 180,185 O I-Process +model 186,191 O I-Process +of 192,194 O O +[ 195,196 O O +8 196,197 O O +] 197,198 O O +. 198,199 O O + +One 200,203 O O +feature 204,211 O O +of 212,214 O O +the 215,218 O O +physical 219,227 O O +problem 228,235 O O +is 236,238 O O +that 239,243 O O +it 244,246 O O +is 247,249 O O +purely 250,256 O O +dissipative 257,268 O O +, 268,269 O O +or 270,272 O O +entropy 273,280 O O +increasing 281,291 O O +, 291,292 O O +as 293,295 O O +all 296,299 O O +natural 300,307 O O +relaxational 308,320 O O +phenomena 321,330 O O +are 331,334 O O +. 334,335 O O + +The 336,339 O O +resulting 340,349 O O +PDEs 350,354 O B-Material +are 355,358 O O +of 359,361 O O +Allen 362,367 O O +– 367,368 O O +Cahn 368,372 O O + +[ 373,374 O O +9 374,375 O O +] 375,376 O O +and 377,380 O O +Carn 381,385 O O +– 385,386 O O +Hilliard 386,394 O O +type 395,399 O O +[ 400,401 O O +10 401,403 O O +] 403,404 O O +. 404,405 O O + +That 406,410 O O +is 411,413 O O +to 414,416 O O +say 417,420 O O +, 420,421 O O +the 422,425 O O +model 426,431 O O +involves 432,440 O O +time 441,445 O B-Process +derivatives 446,457 O I-Process +of 458,460 O I-Process +the 461,464 O I-Process +three 465,470 O I-Process +fields 471,477 O I-Process +coupled 478,485 O I-Process +to 486,488 O I-Process +forms 489,494 O I-Process +involving 495,504 O I-Process +variational 505,516 O I-Process +derivatives 517,528 O I-Process +of 529,531 O O +some 532,536 O O +functional 537,547 O B-Process +– 548,549 O O +typically 550,559 O O +the 560,563 O O +free 564,568 O B-Process +energy 569,575 O I-Process +functional 576,586 O I-Process +. 586,587 O O + +As 588,590 O O +the 591,594 O O +dendrite 595,603 O B-Material +grows 604,609 O O +the 610,613 O O +free 614,618 O O +energy 619,625 O O +reduces 626,633 O O +monotonically 634,647 O O +with 648,652 O O +time 653,657 O O +but 658,661 O O +never 662,667 O O +achieves 668,676 O O +equilibrium 677,688 O O +if 689,691 O O +the 692,695 O O +domain 696,702 O O +boundary 703,711 O O +is 712,714 O O +far 715,718 O O +from 719,723 O O +the 724,727 O O +dendrite 728,736 O B-Material +. 736,737 O O + +Although 738,746 O O +we 747,749 O O +have 750,754 O O +listed 755,761 O O +some 762,766 O O +of 767,769 O O +the 770,773 O O +difficult 774,783 O O +aspects 784,791 O O +of 792,794 O O +this 795,799 O O +model 800,805 O O +, 805,806 O O +the 807,810 O O +relaxational 811,823 O O +aspect 824,830 O O +is 831,833 O O +typically 834,843 O O +an 844,846 O O +asset 847,852 O O +and 853,856 O O +results 857,864 O O +in 865,867 O O +stable 868,874 O O +numerical 875,884 O B-Process +schemes 885,892 O I-Process +: 892,893 O O +there 894,899 O O +is 900,902 O O +no 903,905 O O +convection 906,916 O O +, 916,917 O O +for 918,921 O O +example 922,929 O O +( 930,931 O O +at 931,933 O O +least 934,939 O O +in 940,942 O O +the 943,946 O O +absence 947,954 O O +of 955,957 O O +flow 958,962 O O +in 963,965 O O +the 966,969 O O +melt 970,974 O B-Material +) 974,975 O O +. 975,976 O O + + +-DOCSTART- (S0021999115001412) + +Inspired 0,8 O O +by 9,11 O O +energy 12,18 O O +- 18,19 O O +fueled 19,25 O O +phenomena 26,35 O O +such 36,40 O O +as 41,43 O O +cortical 44,52 O B-Process +cytoskeleton 53,65 O I-Process +flows 66,71 O I-Process +[ 72,73 O O +46,45,32 73,81 O O +] 81,82 O O +during 83,89 O O +biological 90,100 O B-Process +morphogenesis 101,114 O I-Process +, 114,115 O O +the 116,119 O O +theory 120,126 O B-Task +of 127,129 O I-Task +active 130,136 O I-Task +polar 137,142 O I-Task +viscous 143,150 O I-Task +gels 151,155 O I-Task +has 156,159 O O +been 160,164 O O +developed 165,174 O O +[ 175,176 O O +37,33 176,181 O O +] 181,182 O O +. 182,183 O O + +The 184,187 O O +theory 188,194 O O +models 195,201 O B-Process +the 202,205 O I-Process +continuum 206,215 O I-Process +, 215,216 O I-Process +macroscopic 217,228 O I-Process +mechanics 229,238 O I-Process +of 239,241 O O +a 242,243 O O +collection 244,254 O O +of 255,257 O O +uniaxial 258,266 O B-Material +active 267,273 O I-Material +agents 274,280 O I-Material +, 280,281 O O +embedded 282,290 O O +in 291,293 O O +a 294,295 O O +viscous 296,303 O B-Material +bulk 304,308 O I-Material +medium 309,315 O I-Material +, 315,316 O O +in 317,319 O O +which 320,325 O O +internal 326,334 O O +stresses 335,343 O O +are 344,347 O O +induced 348,355 O O +due 356,359 O O +to 360,362 O O +dissipation 363,374 O O +of 375,377 O O +energy 378,384 O O +[ 385,386 O O +41,58 386,391 O O +] 391,392 O O +. 392,393 O O + +The 394,397 O O +energy 398,404 O O +- 404,405 O O +consuming 405,414 O O +uniaxial 415,423 O B-Material +polar 424,429 O I-Material +agents 430,436 O I-Material +constituting 437,449 O O +the 450,453 O O +gel 454,457 O B-Material +are 458,461 O O +modeled 462,469 O O +as 470,472 O O +unit 473,477 O O +vectors 478,485 O O +. 485,486 O O + +The 487,490 O O +average 491,498 O O +of 499,501 O O +unit 502,506 O O +vectors 507,514 O O +in 515,517 O O +a 518,519 O O +small 520,525 O O +local 526,531 O O +volume 532,538 O O +at 539,541 O O +each 542,546 O O +point 547,552 O O +defines 553,560 O O +the 561,564 O O +macroscopic 565,576 O O +directionality 577,591 O O +of 592,594 O O +the 595,598 O O +agents 599,605 O O +and 606,609 O O +is 610,612 O O +described 613,622 O O +by 623,625 O O +a 626,627 O O +polarization 628,640 O B-Process +field 641,646 O I-Process +. 646,647 O O + +The 648,651 O O +polarization 652,664 O B-Process +field 665,670 O I-Process +is 671,673 O O +governed 674,682 O O +by 683,685 O O +an 686,688 O O +equation 689,697 O B-Process +of 698,700 O I-Process +motion 701,707 O I-Process +accounting 708,718 O O +for 719,722 O O +energy 723,729 O O +consumption 730,741 O O +and 742,745 O O +for 746,749 O O +the 750,753 O O +strain 754,760 O O +rate 761,765 O O +in 766,768 O O +the 769,772 O O +fluid 773,778 O B-Material +. 778,779 O O + +The 780,783 O O +relationship 784,796 O O +between 797,804 O O +the 805,808 O O +strain 809,815 O O +rate 816,820 O O +and 821,824 O O +the 825,828 O O +stress 829,835 O O +in 836,838 O O +the 839,842 O O +fluid 843,848 O O +is 849,851 O O +provided 852,860 O O +by 861,863 O O +a 864,865 O O +constitutive 866,878 O B-Process +equation 879,887 O I-Process +that 888,892 O O +accounts 893,901 O O +for 902,905 O O +anisotropic 906,917 O O +, 917,918 O O +polar 919,924 O O +agents 925,931 O O +and 932,935 O O +consumption 936,947 O O +of 948,950 O O +energy 951,957 O O +. 957,958 O O + +These 959,964 O B-Process +equations 965,974 O I-Process +, 974,975 O I-Process +along 976,981 O I-Process +with 982,986 O I-Process +conservation 987,999 O I-Process +of 1000,1002 O I-Process +momentum 1003,1011 O I-Process +, 1011,1012 O O +provide 1013,1020 O O +a 1021,1022 O O +continuum 1023,1032 O B-Process +hydrodynamic 1033,1045 O I-Process +description 1046,1057 O I-Process +modeling 1058,1066 O O +active 1067,1073 O O +polar 1074,1079 O B-Material +viscous 1080,1087 O I-Material +gels 1088,1092 O I-Material +as 1093,1095 O O +an 1096,1098 O O +energy 1099,1105 O B-Material +consuming 1106,1115 O I-Material +, 1115,1116 O I-Material +anisotropic 1117,1128 O I-Material +, 1128,1129 O I-Material +non 1130,1133 O I-Material +- 1133,1134 O I-Material +Newtonian 1134,1143 O I-Material +fluid 1144,1149 O I-Material +[ 1150,1151 O O +37,33,32,41 1151,1162 O O +] 1162,1163 O O +. 1163,1164 O O + +The 1165,1168 O O +resulting 1169,1178 O O +partial 1179,1186 O O +differential 1187,1199 O O +equations 1200,1209 O O +governing 1210,1219 O O +the 1220,1223 O O +hydrodynamics 1224,1237 O O +of 1238,1240 O O +active 1241,1247 O B-Material +polar 1248,1253 O I-Material +viscous 1254,1261 O I-Material +gels 1262,1266 O I-Material +are 1267,1270 O O +, 1270,1271 O O +however 1272,1279 O O +, 1279,1280 O O +in 1281,1283 O O +general 1284,1291 O O +analytically 1292,1304 O O +intractable 1305,1316 O O +. 1316,1317 O O + + +-DOCSTART- (S0021999115003459) + +The 0,3 O O +boundary 4,12 O B-Process +element 13,20 O I-Process +method 21,27 O I-Process +( 28,29 O O +BEM 29,32 O B-Process +) 32,33 O O +has 34,37 O O +clear 38,43 O O +advantages 44,54 O O +when 55,59 O O +applied 60,67 O O +to 68,70 O O +shape 71,76 O B-Task +optimisation 77,89 O I-Task +of 90,92 O I-Task +high 93,97 O I-Task +- 97,98 O I-Task +voltage 98,105 O I-Task +devices 106,113 O I-Task +, 113,114 O O +see 115,118 O O +[ 119,120 O O +4–8 120,123 O O +] 123,124 O O +for 125,128 O O +an 129,131 O O +introduction 132,144 O O +to 145,147 O O +BEM 148,151 O B-Process +. 151,152 O O + +First 153,158 O O +of 159,161 O O +all 162,165 O O +, 165,166 O O +BEM 167,170 O B-Process +relies 171,177 O O +only 178,182 O O +on 183,185 O O +a 186,187 O O +surface 188,195 O B-Process +discretisation 196,210 O I-Process +so 211,213 O O +that 214,218 O O +there 219,224 O O +is 225,227 O O +no 228,230 O O +need 231,235 O O +to 236,238 O O +maintain 239,247 O O +an 248,250 O O +analysis 251,259 O O +- 259,260 O O +suitable 260,268 O O +volume 269,275 O O +discretisation 276,290 O O +during 291,297 O O +the 298,301 O O +shape 302,307 O B-Process +optimisation 308,320 O I-Process +process 321,328 O O +. 328,329 O O + +Moreover 330,338 O O +, 338,339 O O +BEM 340,343 O B-Process +is 344,346 O O +ideal 347,352 O O +for 353,356 O O +solving 357,364 O B-Task +problems 365,373 O I-Task +in 374,376 O I-Task +unbounded 377,386 O I-Task +domains 387,394 O I-Task +that 395,399 O O +occur 400,405 O O +in 406,408 O O +electrostatic 409,422 O B-Process +field 423,428 O I-Process +analysis 429,437 O I-Process +. 437,438 O O + +In 439,441 O O +gradient 442,450 O B-Task +- 450,451 O I-Task +based 451,456 O I-Task +shape 457,462 O I-Task +optimisation 463,475 O I-Task +the 476,479 O O +shape 480,485 O B-Process +derivative 486,496 O I-Process +of 497,499 O O +the 500,503 O O +cost 504,508 O O +functional 509,519 O O +with 520,524 O O +respect 525,532 O O +to 533,535 O O +geometry 536,544 O O +perturbations 545,558 O O +is 559,561 O O +needed 562,568 O O +[ 569,570 O O +9–11 570,574 O O +] 574,575 O O +. 575,576 O O + +To 577,579 O O +this 580,584 O O +purpose 585,592 O O +, 592,593 O O +we 594,596 O O +use 597,600 O O +the 601,604 O O +adjoint 605,612 O B-Process +approach 613,621 O I-Process +and 622,625 O O +solve 626,631 O O +the 632,635 O O +primary 636,643 O B-Task +and 644,647 O I-Task +the 648,651 O I-Task +adjoint 652,659 O I-Task +boundary 660,668 O I-Task +value 669,674 O I-Task +problems 675,683 O I-Task +with 684,688 O O +BEM 689,692 O B-Process +. 692,693 O O + +The 694,697 O O +associated 698,708 O O +linear 709,715 O O +systems 716,723 O O +of 724,726 O O +equations 727,736 O O +are 737,740 O O +dense 741,746 O O +and 747,750 O O +an 751,753 O O +acceleration 754,766 O O +technique 767,776 O O +, 776,777 O O +such 778,782 O O +as 783,785 O O +the 786,789 O O +fast 790,794 O B-Process +multipole 795,804 O I-Process +method 805,811 O I-Process +[ 812,813 O O +12,13 813,818 O O +] 818,819 O O +, 819,820 O O +is 821,823 O O +necessary 824,833 O O +for 834,837 O O +their 838,843 O O +efficient 844,853 O O +solution 854,862 O O +. 862,863 O O + +For 864,867 O O +some 868,872 O O +recent 873,879 O O +applications 880,892 O O +of 893,895 O O +fast 896,900 O B-Task +BEM 901,904 O I-Task +in 905,907 O I-Task +shape 908,913 O I-Task +optimisation 914,926 O I-Task +and 927,930 O O +Bernoulli 931,940 O B-Task +- 940,941 O I-Task +type 941,945 O I-Task +free 946,950 O I-Task +- 950,951 O I-Task +boundary 951,959 O I-Task +problems 960,968 O I-Task +we 969,971 O O +refer 972,977 O O +to 978,980 O O +[ 981,982 O O +14–16 982,987 O O +] 987,988 O O +. 988,989 O O + + +-DOCSTART- (S0021999115003939) + +The 0,3 O O +extrapolation 4,17 O B-Task +of 18,20 O I-Task +the 21,24 O I-Task +upwind 25,31 O I-Task +value 32,37 O I-Task +required 38,46 O O +for 47,50 O O +TVD 51,54 O B-Process +differencing 55,67 O I-Process +is 68,70 O O +a 71,72 O O +particular 73,83 O O +hurdle 84,90 O O +for 91,94 O O +the 95,98 O O +application 99,110 O O +on 111,113 O O +unstructured 114,126 O B-Material +meshes 127,133 O I-Material +. 133,134 O O + +As 135,137 O O +discussed 138,147 O O +in 148,150 O O +Section 151,158 O O +3.2 159,162 O O +, 162,163 O O +two 164,167 O O +methods 168,175 O O +to 176,178 O O +extrapolate 179,190 O O +the 191,194 O O +value 195,200 O O +at 201,203 O O +the 204,207 O O +virtual 208,215 O O +upwind 216,222 O O +node 223,227 O O +, 227,228 O O +using 229,234 O O +data 235,239 O B-Material +readily 240,247 O I-Material +available 248,257 O I-Material +on 258,260 O I-Material +unstructured 261,273 O I-Material +meshes 274,280 O I-Material +, 280,281 O O +are 282,285 O O +considered 286,296 O O +. 296,297 O O + +Given 298,303 O O +how 304,307 O O +the 308,311 O O +virtual 312,319 O B-Process +upwind 320,326 O I-Process +node 327,331 O I-Process +is 332,334 O I-Process +incorporated 335,347 O I-Process +in 348,350 O I-Process +the 351,354 O I-Process +gradient 355,363 O I-Process +ratio 364,369 O I-Process +rf 370,372 O I-Process +, 372,373 O O +the 374,377 O O +extrapolation 378,391 O O +method 392,398 O O +of 399,401 O O +Darwish 402,409 O B-Process +and 410,413 O I-Process +Moukalled 414,423 O I-Process +[ 424,425 O O +13 425,427 O O +] 427,428 O O +is 429,431 O O +referred 432,440 O O +to 441,443 O O +as 444,446 O O +implicit 447,455 O B-Process +extrapolation 456,469 O I-Process +and 470,473 O O +the 474,477 O O +method 478,484 O B-Process +introduced 485,495 O I-Process +by 496,498 O I-Process +Ubbink 499,505 O I-Process +and 506,509 O I-Process +Issa 510,514 O I-Process +[ 515,516 O O +12 516,518 O O +] 518,519 O O +as 520,522 O O +explicit 523,531 O B-Process +extrapolation 532,545 O I-Process +. 545,546 O O + +Both 547,551 O O +methods 552,559 O O +precisely 560,569 O O +reconstruct 570,581 O O +the 582,585 O O +upwind 586,592 O O +value 593,598 O O +for 599,602 O O +equidistant 603,614 O B-Material +, 614,615 O I-Material +rectilinear 616,627 O I-Material +meshes 628,634 O I-Material +but 635,638 O O +fail 639,643 O O +to 644,646 O O +do 647,649 O O +so 650,652 O O +on 653,655 O O +non 656,659 O B-Material +- 659,660 O I-Material +equidistant 660,671 O I-Material +or 672,674 O O +non 675,678 O B-Material +- 678,679 O I-Material +rectilinear 679,690 O I-Material +meshes 691,697 O I-Material +, 697,698 O O +as 699,701 O O +discussed 702,711 O O +in 712,714 O O +Section 715,722 O O +3.2 723,726 O O +. 726,727 O O + +Using 728,733 O O +the 734,737 O O +explicit 738,746 O B-Process +extrapolation 747,760 O I-Process +method 761,767 O O +this 768,772 O O +issue 773,778 O O +can 779,782 O O +be 783,785 O O +rectified 786,795 O O +by 796,798 O O +imposing 799,807 O O +appropriate 808,819 O O +limits 820,826 O O +on 827,829 O O +the 830,833 O O +extrapolated 834,846 O O +upwind 847,853 O O +value 854,859 O O +. 859,860 O O + + +-DOCSTART- (S0021999115004301) + +A 0,1 O O +popular 2,9 O O +choice 10,16 O O +is 17,19 O O +to 20,22 O O +couple 23,29 O B-Process +a 30,31 O I-Process +set 32,35 O I-Process +of 36,38 O I-Process +quadrature 39,49 O I-Process +points 50,56 O I-Process +with 57,61 O I-Process +an 62,64 O I-Process +equal 65,70 O I-Process +number 71,77 O I-Process +of 78,80 O I-Process +nodal 81,86 O I-Process +Lagrange 87,95 O I-Process +polynomials 96,107 O I-Process +defined 108,115 O O +at 116,118 O O +the 119,122 O O +same 123,127 O O +points 128,134 O O +, 134,135 O O +leading 136,143 O O +to 144,146 O O +a 147,148 O O +collocation 149,160 O B-Process +method 161,167 O I-Process +. 167,168 O O + +There 169,174 O O +are 175,178 O O +many 179,183 O O +examples 184,192 O O +of 193,195 O O +this 196,200 O O +throughout 201,211 O O +the 212,215 O O +literature 216,226 O O +, 226,227 O O +both 228,232 O O +in 233,235 O O +terms 236,241 O O +of 242,244 O O +the 245,248 O O +more 249,253 O O +traditionally 254,267 O O +utilised 268,276 O O +continuous 277,287 O O +Galerkin 288,296 O B-Process +( 297,298 O O +CG 298,300 O B-Process +) 300,301 O O +and 302,305 O O +discontinuous 306,319 O B-Process +Galerkin 320,328 O I-Process +( 329,330 O O +DG 330,332 O B-Process +) 332,333 O O +formulations 334,346 O O +, 346,347 O O +as 348,350 O O +well 351,355 O O +as 356,358 O O +newer 359,364 O B-Process +extensions 365,375 O I-Process +such 376,380 O O +as 381,383 O O +the 384,387 O O +flux 388,392 O B-Process +reconstruction 393,407 O I-Process +( 408,409 O O +FR 409,411 O B-Process +) 411,412 O O +technique 413,422 O O +as 423,425 O O +presented 426,435 O O +by 436,438 O O +Huynh 439,444 O O +[ 445,446 O O +23 446,448 O O +] 448,449 O O +. 449,450 O O + +In 451,453 O O +collocation 454,465 O B-Process +methods 466,473 O I-Process +, 473,474 O O +while 475,480 O O +most 481,485 O O +linear 486,492 O B-Material +operators 493,502 O I-Material +can 503,506 O O +be 507,509 O O +exactly 510,517 O O +integrated 518,528 O O +in 529,531 O O +this 532,536 O O +setting 537,544 O O +depending 545,554 O O +on 555,557 O O +the 558,561 O O +choice 562,568 O O +of 569,571 O O +quadrature 572,582 O O +, 582,583 O O +integrals 584,593 O O +of 594,596 O O +nonlinear 597,606 O O +terms 607,612 O O +typically 613,622 O O +incur 623,628 O O +numerical 629,638 O O +error 639,644 O O +. 644,645 O O + +However 646,653 O O +, 653,654 O O +the 655,658 O O +computational 659,672 O O +efficiencies 673,685 O O +that 686,690 O O +can 691,694 O O +be 695,697 O O +attained 698,706 O O +through 707,714 O O +the 715,718 O O +use 719,722 O O +of 723,725 O O +a 726,727 O O +collocation 728,739 O B-Task +formulation 740,751 O I-Task +, 751,752 O I-Task +especially 753,763 O I-Task +given 764,769 O I-Task +the 770,773 O I-Task +presence 774,782 O I-Task +of 783,785 O I-Task +a 786,787 O I-Task +diagonal 788,796 O I-Task +mass 797,801 O I-Task +matrix 802,808 O I-Task +, 808,809 O O +often 810,815 O O +outweigh 816,824 O O +the 825,828 O O +numerical 829,838 O O +error 839,844 O O +that 845,849 O O +is 850,852 O O +incurred 853,861 O O +. 861,862 O O + + +-DOCSTART- (S0021999115007238) + +An 0,2 O O +inherent 3,11 O O +problem 12,19 O O +of 20,22 O O +the 23,26 O O +phase 27,32 O B-Task +- 32,33 O I-Task +space 33,38 O I-Task +discretisation 39,53 O I-Task +is 54,56 O O +the 57,60 O O +spurious 61,69 O B-Process +separation 70,80 O I-Process +of 81,83 O I-Process +energy 84,90 O I-Process +into 91,95 O I-Process +the 96,99 O I-Process +discretised 100,111 O I-Process +bins 112,116 O I-Process +. 116,117 O O + +This 118,122 O O +is 123,125 O O +called 126,132 O O +the 133,136 O O +“ 137,138 O O +Garden 138,144 O B-Task +Sprinkler 145,154 O I-Task +Effect 155,161 O I-Task +” 161,162 O O +and 163,166 O O +has 167,170 O O +been 171,175 O O +extensively 176,187 O O +studied 188,195 O O +in 196,198 O O +[ 199,200 O O +48,49,20 200,208 O O +] 208,209 O O +. 209,210 O O + +( 211,212 O O +In 212,214 O O +the 215,218 O O +Boltzmann 219,228 O O +transport 229,238 O O +community 239,248 O O +this 249,253 O O +is 254,256 O O +known 257,262 O O +as 263,265 O O +the 266,269 O O +ray 270,273 O B-Task +effect 274,280 O I-Task +. 280,281 O O +) 281,282 O O + +To 283,285 O O +showcase 286,294 O O +this 295,299 O O +effect 300,306 O O +in 307,309 O O +the 310,313 O O +angular 314,321 O O +dimension 322,331 O O +, 331,332 O O +a 333,334 O O +large 335,340 O O +spatial 341,348 O B-Process +domain 349,355 O I-Process +( 356,357 O I-Process +4000km×4000 357,368 O I-Process +km 368,370 O I-Process +) 370,371 O I-Process +is 372,374 O I-Process +simulated 375,384 O I-Process +, 384,385 O O +with 386,390 O O +a 391,392 O O +monochromatic 393,406 O B-Material +wave 407,411 O I-Material +propagating 412,423 O O +over 424,428 O O +a 429,430 O O +long 431,435 O O +distance 436,444 O O +in 445,447 O O +deep 448,452 O B-Material +water 453,458 O I-Material +( 459,460 O O +d=10000 460,467 O O +m 467,468 O O +) 468,469 O O +. 469,470 O O + +For 471,474 O O +the 475,478 O O +spatial 479,486 O B-Process +discretisation 487,501 O I-Process +a 502,503 O O +structured 504,514 O B-Process +triangle 515,523 O I-Process +mesh 524,528 O I-Process +is 529,531 O O +used 532,536 O O +, 536,537 O O +with 538,542 O O +an 543,545 O O +element 546,553 O O +edge 554,558 O O +length 559,565 O O +of 566,568 O O +67 569,571 O O +km 571,573 O O +( 574,575 O O +Fig 575,578 O O +. 578,579 O O + +11(a 580,584 O O +) 584,585 O O +) 585,586 O O +. 586,587 O O + +The 588,591 O O +initial 592,599 O O +wave 600,604 O B-Material +field 605,610 O I-Material +, 610,611 O O +located 612,619 O O +500 620,623 O O +km 623,625 O O +from 626,630 O O +the 631,634 O O +lower 635,640 O O +and 641,644 O O +left 645,649 O O +side 650,654 O O +has 655,658 O O +a 659,660 O O +Gaussian 661,669 O B-Material +distribution 670,682 O I-Material +in 683,685 O I-Material +space 686,691 O I-Material +, 691,692 O O +with 693,697 O O +a 698,699 O O +significant 700,711 O O +wave 712,716 O B-Material +height 717,723 O O +of 724,726 O O +Hs=2.5 727,733 O O +m 733,734 O O +and 735,738 O O +a 739,740 O O +standard 741,749 O O +deviation 750,759 O O +of 760,762 O O +150 763,766 O O +km 766,768 O O +( 769,770 O O +Fig 770,773 O O +. 773,774 O O + +11(b 775,779 O O +) 779,780 O O +) 780,781 O O +. 781,782 O O + +Its 783,786 O O +mean 787,791 O O +direction 792,801 O O +is 802,804 O O +30 805,807 O O +° 807,808 O O +with 809,813 O O +an 814,816 O O +angular 817,824 O O +distribution 825,837 O O +of 838,840 O O +cos2⁡(θ 841,848 O O +) 848,849 O O +and 850,853 O O +a 854,855 O O +frequency 856,865 O O +of 866,868 O O +0.1Hz 869,874 O O +. 874,875 O O + +The 876,879 O O +simulation 880,890 O B-Process +is 891,893 O O +time 894,898 O O +- 898,899 O O +dependent 899,908 O O +and 909,912 O O +runs 913,917 O O +for 918,921 O O +5 922,923 O O +days 924,928 O O +with 929,933 O O +a 934,935 O O +time 936,940 O O +- 940,941 O O +step 941,945 O O +of 946,948 O O +600s 949,953 O O +. 953,954 O O + + +-DOCSTART- (S0021999115008207) + +Multi 0,5 O B-Task +- 5,6 O I-Task +phase 6,11 O I-Task +flows 12,17 O I-Task +are 18,21 O O +common 22,28 O O +, 28,29 O O +in 30,32 O O +fact 33,37 O O +quite 38,43 O O +general 44,51 O O +, 51,52 O O +in 53,55 O O +environmental 56,69 O B-Process +and 70,73 O I-Process +industrial 74,84 O I-Process +processes 85,94 O I-Process +. 94,95 O O + +Broadly 96,103 O O +these 104,109 O O +may 110,113 O O +be 114,116 O O +modelled 117,125 O O +as 126,128 O O +continuous 129,139 O O +problems 140,148 O O +where 149,154 O O +phases 155,161 O B-Process +are 162,165 O I-Process +mixed 166,171 O I-Process +( 172,173 O O +e.g. 173,177 O O +oil 178,181 O B-Process +– 181,182 O I-Process +water 182,187 O I-Process +homogenisation 188,202 O I-Process +[ 203,204 O O +36 204,206 O O +] 206,207 O O +, 207,208 O O +sediment 209,217 O B-Process +transport 218,227 O I-Process +[ 228,229 O O +18 229,231 O O +] 231,232 O O +) 232,233 O O +or 234,236 O O +interface 237,246 O B-Process +problems 247,255 O I-Process +where 256,261 O O +phases 262,268 O O +are 269,272 O O +distinct 273,281 O O +and 282,285 O O +interact 286,294 O O +at 295,297 O O +the 298,301 O O +interface 302,311 O O +( 312,313 O O +e.g. 313,317 O O +gas 318,321 O B-Process +- 321,322 O I-Process +assisted 322,330 O I-Process +injection 331,340 O I-Process +moulding 341,349 O I-Process +[ 350,351 O O +21 351,353 O O +] 353,354 O O +, 354,355 O O +liquid 356,362 O B-Process +jet 363,366 O I-Process +breakup 367,374 O I-Process +[ 375,376 O O +40 376,378 O O +] 378,379 O O +) 379,380 O O +. 380,381 O O + +In 382,384 O O +some 385,389 O O +cases 390,395 O O +flows 396,401 O O +start 402,407 O O +as 408,410 O O +interface 411,420 O O +problems 421,429 O O +but 430,433 O O +as 434,436 O O +mixing 437,443 O B-Process +occurs 444,450 O O +at 451,453 O O +the 454,457 O O +interface 458,467 O O +they 468,472 O O +become 473,479 O O +effectively 480,491 O O +continuous 492,502 O O +, 502,503 O O +at 504,506 O O +least 507,512 O O +locally 513,520 O O +. 520,521 O O + +Air 522,525 O B-Task +entrainment 526,537 O I-Task +, 537,538 O O +perhaps 539,546 O O +due 547,550 O O +to 551,553 O O +wave 554,558 O B-Process +breaking 559,567 O I-Process +, 567,568 O O +is 569,571 O O +an 572,574 O O +obvious 575,582 O O +example 583,590 O O +. 590,591 O O + +We 592,594 O O +consider 595,603 O O +here 604,608 O O +two 609,612 O B-Task +- 612,613 O I-Task +phase 613,618 O I-Task +interface 619,628 O I-Task +problems 629,637 O I-Task +where 638,643 O O +the 644,647 O O +interface 648,657 O O +remains 658,665 O O +distinct 666,674 O O +and 675,678 O O +the 679,682 O O +density 683,690 O O +difference 691,701 O O +is 702,704 O O +high 705,709 O O +, 709,710 O O +e.g. 711,715 O O +air 716,719 O B-Material +and 720,723 O O +water 724,729 O B-Material +, 729,730 O O +and 731,734 O O +where 735,740 O O +one 741,744 O O +phase 745,750 O O +may 751,754 O O +be 755,757 O O +considered 758,768 O O +incompressible 769,783 O O +. 783,784 O O + +The 785,788 O O +interface 789,798 O O +is 799,801 O O +transient 802,811 O O +and 812,815 O O +may 816,819 O O +become 820,826 O O +highly 827,833 O O +distorted 834,843 O B-Process +and 844,847 O I-Process +interconnected 848,862 O I-Process +. 862,863 O O + +Such 864,868 O O +problems 869,877 O O +have 878,882 O O +been 883,887 O O +tackled 888,895 O O +with 896,900 O O +mesh 901,905 O B-Process +- 905,906 O I-Process +based 906,911 O I-Process +methods 912,919 O I-Process +using 920,925 O O +periodic 926,934 O O +( 935,936 O O +or 936,938 O O +adaptive 939,947 O O +) 947,948 O O +re 949,951 O B-Process +- 951,952 O I-Process +meshing 952,959 O I-Process +or 960,962 O O +additional 963,973 O O +phase 974,979 O B-Process +tracking 980,988 O I-Process +functions 989,998 O I-Process +[ 999,1000 O O +40 1000,1002 O O +] 1002,1003 O O +. 1003,1004 O O + +However 1005,1012 O O +, 1012,1013 O O +these 1014,1019 O O +approaches 1020,1030 O O +can 1031,1034 O O +be 1035,1037 O O +time 1038,1042 O O +- 1042,1043 O O +consuming 1043,1052 O O +to 1053,1055 O O +implement 1056,1065 O O +and 1066,1069 O O +prone 1070,1075 O O +to 1076,1078 O O +errors 1079,1085 O O +in 1086,1088 O O +surface 1089,1096 O O +representation 1097,1111 O O +[ 1112,1113 O O +50 1113,1115 O O +] 1115,1116 O O +or 1117,1119 O O +mass 1120,1124 O O +conservation 1125,1137 O O +[ 1138,1139 O O +34 1139,1141 O O +] 1141,1142 O O +. 1142,1143 O O + + +-DOCSTART- (S0021999115008256) + +This 0,4 O O +section 5,12 O O +is 13,15 O O +devoted 16,23 O O +to 24,26 O O +the 27,30 O O +discretization 31,45 O B-Task +of 46,48 O I-Task +the 49,52 O I-Task +advection 53,62 O I-Task +– 62,63 O I-Task +diffusion 63,72 O I-Task +equation 73,81 O I-Task +and 82,85 O O +to 86,88 O O +the 89,92 O O +analysis 93,101 O O +of 102,104 O O +dispersion 105,115 O B-Task +and 116,119 O I-Task +diffusion 120,129 O I-Task +eigencurves 130,141 O I-Task +for 142,145 O O +different 146,155 O O +polynomial 156,166 O O +orders 167,173 O O +. 173,174 O O + +The 175,178 O O +spectral 179,187 O O +/ 187,188 O O +hp 188,190 O O +continuous 191,201 O O +Galerkin 202,210 O B-Process +method 211,217 O I-Process +considered 218,228 O O +closely 229,236 O O +resembles 237,246 O O +the 247,250 O O +formulation 251,262 O O +presented 263,272 O O +in 273,275 O O +[ 276,277 O O +7 277,278 O O +] 278,279 O O +. 279,280 O O + +Sec 281,284 O O +. 284,285 O O + +2.1 286,289 O O +describes 290,299 O O +in 300,302 O O +detail 303,309 O O +the 310,313 O O +derivation 314,324 O B-Process +of 325,327 O I-Process +the 328,331 O I-Process +semi 332,336 O I-Process +- 336,337 O I-Process +discrete 337,345 O I-Process +advection 346,355 O I-Process +– 355,356 O I-Process +diffusion 356,365 O I-Process +problem 366,373 O I-Process +as 374,376 O O +applied 377,384 O O +to 385,387 O O +wave 388,392 O B-Material +- 392,393 O I-Material +like 393,397 O I-Material +solutions 398,407 O I-Material +, 407,408 O O +from 409,413 O O +which 414,419 O O +the 420,423 O O +relevant 424,432 O O +eigencurves 433,444 O O +can 445,448 O O +be 449,451 O O +obtained 452,460 O O +. 460,461 O O + +The 462,465 O O +inviscid 466,474 O B-Material +case 475,479 O I-Material +( 480,481 O O +linear 481,487 O B-Material +advection 488,497 O I-Material +) 497,498 O O +is 499,501 O O +then 502,506 O O +addressed 507,516 O O +in 517,519 O O +Sec 520,523 O O +. 523,524 O O + +2.2 525,528 O O +, 528,529 O O +where 530,535 O O +the 536,539 O O +role 540,544 O O +of 545,547 O O +primary 548,555 O O +and 556,559 O O +secondary 560,569 O O +eigencurves 570,581 O O +is 582,584 O O +discussed 585,594 O O +from 595,599 O O +the 600,603 O O +perspective 604,615 O O +introduced 616,626 O O +in 627,629 O O +[ 630,631 O O +9 631,632 O O +] 632,633 O O +. 633,634 O O + +The 635,638 O O +viscous 639,646 O B-Material +case 647,651 O I-Material +is 652,654 O O +subsequently 655,667 O O +considered 668,678 O O +in 679,681 O O +Sec 682,685 O O +. 685,686 O O + +2.3 687,690 O O +, 690,691 O O +where 692,697 O O +eigencurves 698,709 O O +are 710,713 O O +shown 714,719 O O +to 720,722 O O +feature 723,730 O O +irregular 731,740 O O +oscillations 741,753 O O +for 754,757 O O +problems 758,766 O O +strongly 767,775 O O +dominated 776,785 O O +by 786,788 O O +either 789,795 O O +convection 796,806 O O +or 807,809 O O +diffusion 810,819 O O +. 819,820 O O + + +-DOCSTART- (S0022311511010014) + +Discovering 0,11 O O +that 12,16 O O +both 17,21 O O +the 22,25 O O +vacancy 26,33 O O +and 34,37 O O +interstitial 38,50 O O +defect 51,57 O B-Task +migration 58,67 O I-Task +pathways 68,76 O I-Task +are 77,80 O O +confined 81,89 O O +to 90,92 O O +Ga 93,95 O B-Material +- 95,96 O O +free 96,100 O O +regions 101,108 O O +suggests 109,117 O O +changes 118,125 O O +in 126,128 O O +recombination 129,142 O O +rates 143,148 O O +of 149,151 O O +isolated 152,160 O O +vacancy 161,168 O O +- 168,169 O O +interstitial 169,181 O O +pairs 182,187 O O +in 188,190 O O +comparison 191,201 O O +to 202,204 O O +pure 205,209 O O +Pu 210,212 O O +. 212,213 O O + +The 214,217 O O +degree 218,224 O O +to 225,227 O O +which 228,233 O O +the 234,237 O O +rates 238,243 O O +are 244,247 O O +effected 248,256 O O +depends 257,264 O O +on 265,267 O O +the 268,271 O O +distribution 272,284 O O +of 285,287 O O +residual 288,296 O O +defects 297,304 O O +post 305,309 O O +a 310,311 O O +cascade 312,319 O B-Process +event 320,325 O I-Process +, 325,326 O O +in 327,329 O O +addition 330,338 O O +to 339,341 O O +the 342,345 O O +concentration 346,359 O O +and 360,363 O O +ordering 364,372 O O +of 373,375 O O +the 376,379 O O +Ga 380,382 O B-Material +atoms 383,388 O I-Material +. 388,389 O O + +If 390,392 O O +vacancies 393,402 O O +and 403,406 O O +interstitials 407,420 O O +become 421,427 O O +greatly 428,435 O O +separated 436,445 O O +after 446,451 O O +the 452,455 O O +collision 456,465 O B-Process +cascade 466,473 O I-Process +, 473,474 O O +then 475,479 O O +pathways 480,488 O O +to 489,491 O O +recombination 492,505 O O +are 506,509 O O +likely 510,516 O O +to 517,519 O O +become 520,526 O O +restricted 527,537 O O +and 538,541 O O +recovery 542,550 O O +times 551,556 O O +will 557,561 O O +be 562,564 O O +extended 565,573 O O +. 573,574 O O + +This 575,579 O O +is 580,582 O O +viable 583,589 O O +for 590,593 O O +cascades 594,602 O O +that 603,607 O O +created 608,615 O O +a 616,617 O O +vacancy 618,625 O O +rich 626,630 O O +core 631,635 O O +surrounded 636,646 O O +by 647,649 O O +dispersed 650,659 O O +interstitials 660,673 O O +, 673,674 O O +as 675,677 O O +found 678,683 O O +for 684,687 O O +the 688,691 O O +low 692,695 O B-Material +energy 696,702 O I-Material +cascades 703,711 O I-Material +in 712,714 O I-Material +Pu 715,717 O I-Material +and 718,721 O I-Material +PuGa 722,726 O I-Material +[ 727,728 O O +11,12 728,733 O O +] 733,734 O O +. 734,735 O O + +This 736,740 O O +may 741,744 O O +also 745,749 O O +be 750,752 O O +the 753,756 O O +case 757,761 O O +for 762,765 O O +channelling 766,777 O B-Material +events 778,784 O I-Material +, 784,785 O O +where 786,791 O O +energetic 792,801 O B-Material +atoms 802,807 O I-Material +travel 808,814 O I-Material +deep 815,819 O I-Material +into 820,824 O I-Material +the 825,828 O I-Material +lattice 829,836 O I-Material +through 837,844 O I-Material +channels 845,853 O I-Material +of 854,856 O I-Material +low 857,860 O I-Material +atomic 861,867 O I-Material +density 868,875 O I-Material +. 875,876 O O + + +-DOCSTART- (S0022311513001165) + +Our 0,3 O O +simulations 4,15 O B-Material +confirm 16,23 O O +experimental 24,36 O O +observations 37,49 O O +that 50,54 O O +W 55,56 O B-Task +net 57,60 O I-Task +erosion 61,68 O I-Task +represents 69,79 O O +only 80,84 O O +tiny 85,89 O O +fraction 90,98 O O +( 99,100 O O +in 100,102 O O +our 103,106 O O +simulation 107,117 O O +∼1 118,120 O O +% 120,121 O O +) 121,122 O O +of 123,125 O O +the 126,129 O O +W 130,131 O B-Task +gross 132,137 O I-Task +erosion 138,145 O I-Task +. 145,146 O O + +The 147,150 O O +estimated 151,160 O B-Process +upstream 161,169 O I-Process +W 170,171 O I-Process +fluxes 172,178 O I-Process +, 178,179 O O +FWupstrem 180,189 O B-Process +, 189,190 O O +are 191,194 O O +in 195,197 O O +good 198,202 O O +agreement 203,212 O O +with 213,217 O O +the 218,221 O O +experimentally 222,236 O B-Material +observed 237,245 O I-Material +values 246,252 O I-Material +⩽1019m-2s-1 253,264 O O + +[ 265,266 O O +16 266,268 O O +] 268,269 O O +. 269,270 O O + +Moreover 271,279 O O +, 279,280 O O +this 281,285 O O +value 286,291 O O +is 292,294 O O +not 295,298 O O +very 299,303 O O +sensitive 304,313 O O +to 314,316 O O +the 317,320 O O +divertor 321,329 O B-Material +plasma 330,336 O O +temperature 337,348 O O +. 348,349 O O + +For 350,353 O O +low 354,357 O O +temperatures 358,370 O O +the 371,374 O O +energy 375,381 O O +of 382,384 O O +D 385,386 O B-Material +and 387,390 O I-Material +C 391,392 O I-Material +ions 393,397 O I-Material +hitting 398,405 O B-Process +to 406,408 O I-Process +the 409,412 O I-Process +divertor 413,421 O I-Process +plates 422,428 O I-Process +is 429,431 O O +too 432,435 O O +low 436,439 O O +to 440,442 O O +sputter 443,450 O O +sufficient 451,461 O O +amount 462,468 O O +of 469,471 O O +W. 472,474 O B-Material +With 475,479 O O +increasing 480,490 O B-Process +energy 491,497 O I-Process +the 498,501 O O +W 502,503 O B-Process +sputtering 504,514 O I-Process +increases 515,524 O O +, 524,525 O O +but 526,529 O O +the 530,533 O O +potential 534,543 O O +drop 544,548 O O +in 549,551 O O +the 552,555 O O +divertor 556,564 O B-Material +plasma 565,571 O I-Material +increases 572,581 O O +too 582,585 O O +. 585,586 O O + +As 587,589 O O +a 590,591 O O +result 592,598 O O +, 598,599 O O +most 600,604 O O +of 605,607 O O +the 608,611 O O +W 612,613 O B-Material +atoms 614,619 O I-Material +are 620,623 O O +ionized 624,631 O B-Process +in 632,634 O O +the 635,638 O O +vicinity 639,647 O O +of 648,650 O O +the 651,654 O O +divertor 655,663 O B-Material +and 664,667 O O +return 668,674 O B-Process +back 675,679 O O +to 680,682 O O +the 683,686 O O +plates 687,693 O B-Material +. 693,694 O O + +There 695,700 O O +are 701,704 O O +two 705,708 O O +effects 709,716 O O +leading 717,724 O O +to 725,727 O O +the 728,731 O O +observed 732,740 O B-Task +prompt 741,747 O I-Task +redeposition 748,760 O I-Task +of 761,763 O O +W 764,765 O B-Material +ions 766,770 O I-Material +: 770,771 O O +first 772,777 O O +is 778,780 O O +the 781,784 O O +“ 785,786 O O +near 786,790 O B-Process +- 790,791 O I-Process +divertor 791,799 O I-Process +” 799,800 O I-Process +ionization 801,811 O I-Process +of 812,814 O O +W 815,816 O B-Material +due 817,820 O O +to 821,823 O O +low 824,827 O O +ionization 828,838 O B-Process +potential 839,848 O O +−7.86eV 849,856 O O +( 857,858 O O +for 858,861 O O +comparison 862,872 O O +the 873,876 O O +ionization 877,887 O B-Process +potentials 888,898 O O +for 899,902 O O +D 903,904 O B-Material +and 905,908 O O +C 909,910 O B-Material +are 911,914 O O +13,6 915,919 O O +and 920,923 O O +10.6eV 924,930 O O +) 930,931 O O +, 931,932 O O +second 933,939 O O +, 939,940 O O +W+n 941,944 O B-Material +ions 945,949 O I-Material +have 950,954 O O +large 955,960 O B-Process +Larmor 961,967 O I-Process +radius 968,974 O I-Process +∼2/nmm 975,981 O O +, 981,982 O O +so 983,985 O O +that 986,990 O O +they 991,995 O O +are 996,999 O O +redeposited 1000,1011 O O +within 1012,1018 O O +the 1019,1022 O O +distance 1023,1031 O O +of 1032,1034 O O +a 1035,1036 O O +Larmor 1037,1043 O O +radius 1044,1050 O O +. 1050,1051 O O + +Important 1052,1061 O O +to 1062,1064 O O +note 1065,1069 O O +that 1070,1074 O O +a 1075,1076 O O +significant 1077,1088 O O +fraction 1089,1097 O O +of 1098,1100 O O +W 1101,1102 O B-Material +ions 1103,1107 O I-Material +escaping 1108,1116 O O +this 1117,1121 O O +prompt 1122,1128 O O +redeposition 1129,1141 O O +are 1142,1145 O O +returned 1146,1154 O O +back 1155,1159 O O +due 1160,1163 O O +to 1164,1166 O O +the 1167,1170 O O +friction 1171,1179 O B-Process +with 1180,1184 O I-Process +the 1185,1188 O I-Process +main 1189,1193 O I-Process +ions 1194,1198 O I-Process +. 1198,1199 O O + + +-DOCSTART- (S0022311513011951) + +The 0,3 O O +displacement 4,16 O B-Task +cascade 17,24 O I-Task +is 25,27 O O +a 28,29 O O +rapid 30,35 O O +process 36,43 O O +( 44,45 O O +of 45,47 O O +order 48,53 O O +picoseconds 54,65 O O +) 65,66 O O +. 66,67 O O + +Further 68,75 O O +migration 76,85 O B-Process +of 86,88 O I-Process +vacancies 89,98 O I-Process +and 99,102 O I-Process +SIAs 103,107 O I-Process +, 107,108 O O +mainly 109,115 O O +by 116,118 O O +diffusion 119,128 O B-Process +, 128,129 O O +happens 130,137 O O +over 138,142 O O +a 143,144 O O +timescale 145,154 O O +of 155,157 O O +order 158,163 O O +nanoseconds 164,175 O O +[ 176,177 O O +17 177,179 O O +] 179,180 O O +. 180,181 O O + +This 182,186 O O +is 187,189 O O +still 190,195 O O +short 196,201 O O +compared 202,210 O O +to 211,213 O O +operating 214,223 O O +times 224,229 O O +, 229,230 O O +so 231,233 O O +is 234,236 O O +important 237,246 O O +to 247,249 O O +consider 250,258 O O +the 259,262 O O +equilibrium 263,274 O O +result 275,281 O O +of 282,284 O O +such 285,289 O O +processes 290,299 O O +: 299,300 O O +If 301,303 O O +the 304,307 O O +vacancies 308,317 O O +and 318,321 O O +SIAs 322,326 O O +were 327,331 O O +likely 332,338 O O +to 339,341 O O +find 342,346 O O +their 347,352 O O +Frenkel 353,360 O O +partner 361,368 O O +, 368,369 O O +recombine 370,379 O O +, 379,380 O O +and 381,384 O O +annihilate 385,395 O O +, 395,396 O O +then 397,401 O O +the 402,405 O O +metal 406,411 O O +should 412,418 O O +essentially 419,430 O O +return 431,437 O O +to 438,440 O O +its 441,444 O O +original 445,453 O O +structure 454,463 O B-Material +; 463,464 O O +however 465,472 O O +, 472,473 O O +if 474,476 O O +defects 477,484 O B-Material +instead 485,492 O O +formed 493,499 O O +large 500,505 O O +clusters 506,514 O O +of 515,517 O O +a 518,519 O O +single 520,526 O O +type 527,531 O O +this 532,536 O O +could 537,542 O O +result 543,549 O O +in 550,552 O O +formation 553,562 O O +of 563,565 O O +voids 566,571 O B-Material +, 571,572 O O +dislocation 573,584 O B-Material +loops 585,590 O I-Material +or 591,593 O O +swelling 594,602 O B-Material +, 602,603 O O +possibly 604,612 O O +weakening 613,622 O O +the 623,626 O O +material 627,635 O O +in 636,638 O O +the 639,642 O O +process 643,650 O O +. 650,651 O O + +Defects 652,659 O O +can 660,663 O O +be 664,666 O O +trapped 667,674 O O +at 675,677 O O +grain 678,683 O B-Material +boundaries 684,694 O O +or 695,697 O O +surface 698,705 O O +, 705,706 O O +so 707,709 O O +for 710,713 O O +an 714,716 O O +ODS 717,720 O B-Material +particle 721,729 O I-Material +to 730,732 O O +effect 733,739 O O +the 740,743 O O +diffusion 744,753 O O +, 753,754 O O +there 755,760 O O +concentration 761,774 O O +must 775,779 O O +be 780,782 O O +such 783,787 O O +that 788,792 O O +there 793,798 O O +are 799,802 O O +many 803,807 O O +such 808,812 O O +particles 813,822 O O +in 823,825 O O +each 826,830 O O +grain 831,836 O B-Material +. 836,837 O O + + +-DOCSTART- (S0022311514000919) + +The 0,3 O O +dashed 4,10 O O +curve 11,16 O O +represents 17,27 O O +the 28,31 O O +PuO2 32,36 O B-Material +molar 37,42 O O +fraction 43,51 O O +on 52,54 O O +the 55,58 O O +sample 59,65 O O +surface 66,73 O O +. 73,74 O O + +It 75,77 O O +shows 78,83 O O +that 84,88 O O +, 88,89 O O +following 90,99 O O +the 100,103 O O +UO2–PuO2 104,112 O B-Task +phase 113,118 O I-Task +boundaries 119,129 O I-Task +, 129,130 O O +rather 131,137 O O +well 138,142 O O +established 143,154 O O +in 155,157 O O +this 158,162 O O +compositional 163,176 O O +range 177,182 O O +( 183,184 O O +see 184,187 O O +Section 188,195 O O +4.3 196,199 O O +below 200,205 O O +) 205,206 O O +, 206,207 O O +the 208,211 O O +newly 212,217 O O +formed 218,224 O O +liquid 225,231 O B-Material +surface 232,239 O I-Material +is 240,242 O O +initially 243,252 O O +enriched 253,261 O B-Process +in 262,264 O I-Process +plutonium 265,274 O I-Process +dioxide 275,282 O I-Process +. 282,283 O O + +Subsequently 284,296 O O +, 296,297 O O +due 298,301 O O +to 302,304 O O +fast 305,309 O O +diffusion 310,319 O O +in 320,322 O O +the 323,326 O O +liquid 327,333 O B-Material +phase 334,339 O O +, 339,340 O O +the 341,344 O O +initial 345,352 O O +sample 353,359 O O +composition 360,371 O O +( 372,373 O O +x(PuO2)=0.25 373,385 O B-Material +) 385,386 O O +tends 387,392 O O +to 393,395 O O +be 396,398 O O +rapidly 399,406 O O +restored 407,415 O O +. 415,416 O O + +It 417,419 O O +is 420,422 O O +however 423,430 O O +clear 431,436 O O +, 436,437 O O +from 438,442 O O +the 443,446 O O +simulation 447,457 O B-Process +, 457,458 O O +that 459,463 O O +the 464,467 O O +fast 468,472 O O +cooling 473,480 O B-Process +occurring 481,490 O O +after 491,496 O O +the 497,500 O O +end 501,504 O O +of 505,507 O O +the 508,511 O O +laser 512,517 O B-Process +pulse 518,523 O I-Process +leads 524,529 O O +to 530,532 O O +onset 533,538 O O +of 539,541 O O +solidification 542,556 O B-Process +before 557,563 O O +the 564,567 O O +initial 568,575 O O +composition 576,587 O O +is 588,590 O O +fully 591,596 O O +recovered 597,606 O O +in 607,609 O O +the 610,613 O O +liquid 614,620 O B-Material +. 620,621 O O + +A 622,623 O O +surface 624,631 O B-Material +solid 632,637 O I-Material +crust 638,643 O I-Material +forms 644,649 O O +then 650,654 O O +upon 655,659 O O +freezing 660,668 O B-Process +before 669,675 O O +the 676,679 O O +total 680,685 O O +liquid 686,692 O B-Material +mass 693,697 O O +has 698,701 O O +crystallised 702,714 O O +( 715,716 O O +see 716,719 O O +insets 720,726 O O +in 727,729 O O +Fig 730,733 O O +. 733,734 O O + +4 735,736 O O +) 736,737 O O +. 737,738 O O + +The 739,742 O O +double 743,749 O O +inflection 750,760 O O +during 761,767 O O +cooling 768,775 O B-Process +in 776,778 O O +this 779,783 O O +case 784,788 O O +corresponds 789,800 O O +to 801,803 O O +the 804,807 O O +solidification 808,822 O B-Process +onset 823,828 O O +on 829,831 O O +the 832,835 O O +sample 836,842 O B-Material +surface 843,850 O I-Material +( 851,852 O O +first 852,857 O O +inflection 858,868 O O +) 868,869 O O +and 870,873 O O +to 874,876 O O +the 877,880 O O +disappearance 881,894 O O +of 895,897 O O +the 898,901 O O +last 902,906 O O +liquid 907,913 O B-Material +inside 914,920 O O +the 921,924 O O +material 925,933 O O +( 934,935 O O +second 935,941 O O +inflection 942,952 O O +) 952,953 O O +. 953,954 O O + +The 955,958 O O +highest 959,966 O O +recalescence 967,979 O O +temperature 980,991 O O +represents 992,1002 O O +the 1003,1006 O O +solidification 1007,1021 O B-Process +point 1022,1027 O O +of 1028,1030 O O +a 1031,1032 O O +composition 1033,1044 O O +very 1045,1049 O O +close 1050,1055 O O +to 1056,1058 O O +the 1059,1062 O O +initial 1063,1070 O O +one 1071,1074 O O +( 1075,1076 O O +approximately 1076,1089 O O +±0.01 1090,1095 O O +on 1096,1098 O O +x(PuO2 1099,1105 O O +) 1105,1106 O O +in 1107,1109 O O +the 1110,1113 O O +current 1114,1121 O O +example 1122,1129 O O +) 1129,1130 O O +, 1130,1131 O O +except 1132,1138 O O +for 1139,1142 O O +small 1143,1148 O B-Task +segregation 1149,1160 O I-Task +effects 1161,1168 O I-Task +. 1168,1169 O O + +These 1170,1175 O O +latter 1176,1182 O O +have 1183,1187 O O +been 1188,1192 O O +studied 1193,1200 O O +also 1201,1205 O O +experimentally 1206,1220 O O +in 1221,1223 O O +the 1224,1227 O O +present 1228,1235 O O +research 1236,1244 O O +, 1244,1245 O O +by 1246,1248 O O +post 1249,1253 O B-Process +- 1253,1254 O I-Process +melting 1254,1261 O I-Process +material 1262,1270 O I-Process +characterisation 1271,1287 O I-Process +. 1287,1288 O O + + +-DOCSTART- (S0022311514001640) + +The 0,3 O O +vapour 4,10 O B-Material +phase 11,16 O I-Material +consists 17,25 O O +of 26,28 O O +a 29,30 O O +number 31,37 O B-Material +of 38,40 O I-Material +different 41,50 O I-Material +gases 51,56 O I-Material +with 57,61 O O +silicon 62,69 O B-Material +exhibiting 70,80 O O +a 81,82 O O +far 83,86 O O +higher 87,93 O O +partial 94,101 O O +pressure 102,110 O O +than 111,115 O O +all 116,119 O O +carbon 120,126 O B-Material +containing 127,137 O O +species 138,145 O O +over 146,150 O O +the 151,154 O O +full 155,159 O O +temperature 160,171 O O +range 172,177 O O +. 177,178 O O + +As 179,181 O O +an 182,184 O O +immediate 185,194 O O +result 195,201 O O +the 202,205 O O +vapour 206,212 O B-Material +contains 213,221 O O +a 222,223 O O +higher 224,230 O O +amount 231,237 O O +of 238,240 O O +silicon 241,248 O B-Material +leaving 249,256 O O +the 257,260 O O +solid 261,266 O B-Process +phase 267,272 O I-Process +with 273,277 O O +excess 278,284 O O +carbon 285,291 O B-Material +. 291,292 O O + +This 293,297 O O +carbon 298,304 O B-Material +is 305,307 O O +likely 308,314 O O +to 315,317 O O +precipitate 318,329 O B-Process +on 330,332 O I-Process +the 333,336 O I-Process +surface 337,344 O I-Process +of 345,347 O I-Process +the 348,351 O I-Process +SiC 352,355 O I-Process +grains 356,362 O I-Process +, 362,363 O O +a 364,365 O O +process 366,373 O O +that 374,378 O O +becomes 379,386 O O +very 387,391 O O +rapid 392,397 O O +as 398,400 O O +the 401,404 O O +temperature 405,416 O O +approaches 417,427 O O +2100 428,432 O O +K 432,433 O O +[ 434,435 O O +24 435,437 O O +] 437,438 O O +. 438,439 O O + +Within 440,446 O O +the 447,450 O O +TRISO 451,456 O B-Material +particle 457,465 O I-Material +the 466,469 O O +SiC 470,473 O B-Material +layer 474,479 O O +is 480,482 O O +sandwiched 483,493 O O +between 494,501 O O +two 502,505 O O +coatings 506,514 O O +of 515,517 O O +dense 518,523 O O +carbon 524,530 O B-Material +. 530,531 O O + +The 532,535 O O +partial 536,543 O B-Material +pressure 544,552 O I-Material +in 553,555 O O +thermodynamic 556,569 O O +equilibrium 570,581 O O +of 582,584 O O +gaseous 585,592 O B-Material +carbon 593,599 O I-Material +forming 600,607 O O +above 608,613 O O +graphite 614,622 O B-Material +was 623,626 O O +calculated 627,637 O O +using 638,643 O O +data 644,648 O B-Material +taken 649,654 O I-Material +from 655,659 O I-Material +JANAF 660,665 O I-Material +tables 666,672 O I-Material +and 673,676 O O +added 677,682 O O +to 683,685 O O +Fig 686,689 O O +. 689,690 O O + +1 691,692 O O +[ 693,694 O O +25 694,696 O O +] 696,697 O O +, 697,698 O O +which 699,704 O O +showed 705,711 O O +that 712,716 O O +in 717,719 O O +the 720,723 O O +whole 724,729 O O +temperature 730,741 O O +range 742,747 O O +relevant 748,756 O O +for 757,760 O O +this 761,765 O O +study 766,771 O O +the 772,775 O O +vapour 776,782 O B-Task +pressure 783,791 O I-Task +of 792,794 O I-Task +carbon 795,801 O I-Task +is 802,804 O O +several 805,812 O O +magnitudes 813,823 O O +smaller 824,831 O O +than 832,836 O O +that 837,841 O O +of 842,844 O O +the 845,848 O O +dominant 849,857 O O +gas 858,861 O B-Material +phases 862,868 O O +above 869,874 O O +SiC. 875,879 O B-Material + + +-DOCSTART- (S0022311514005480) + +The 0,3 O O +second 4,10 O B-Task +stress 11,17 O I-Task +state 18,23 O I-Task +is 24,26 O O +a 27,28 O O +tri 29,32 O B-Task +- 32,33 O I-Task +axial 33,38 O I-Task +tensile 39,46 O I-Task +stress 47,53 O I-Task +designed 54,62 O O +to 63,65 O O +represent 66,75 O O +the 76,79 O O +zone 80,84 O O +ahead 85,90 O O +of 91,93 O O +an 94,96 O O +advancing 97,106 O B-Material +crack 107,112 O I-Material +tip 113,116 O I-Material +. 116,117 O O + +Micro 118,123 O O +- 123,124 O O +scale 124,129 O O +lateral 130,137 O O +cracks 138,144 O O +have 145,149 O O +been 150,154 O O +observed 155,163 O O +in 164,166 O O +the 167,170 O O +oxide 171,176 O B-Material +layer 177,182 O I-Material +, 182,183 O O +and 184,187 O O +appear 188,194 O O +to 195,197 O O +form 198,202 O O +very 203,207 O O +close 208,213 O O +to 214,216 O O +or 217,219 O O +at 220,222 O O +the 223,226 O O +metal 227,232 O B-Material +– 232,233 O I-Material +oxide 233,238 O I-Material +interface 239,248 O I-Material +( 249,250 O O +Fig 250,253 O O +. 253,254 O O + +1 255,256 O O +) 256,257 O O +. 257,258 O O + +Finite 259,265 O B-Process +element 266,273 O I-Process +analysis 274,282 O I-Process +by 283,285 O O +Parise 286,292 O O +et 293,295 O O +al 296,298 O O +. 298,299 O O +indicated 300,309 O O +that 310,314 O O +these 315,320 O O +cracks 321,327 O B-Material +form 328,332 O O +as 333,335 O O +a 336,337 O O +result 338,344 O O +of 345,347 O O +localised 348,357 O B-Material +tensile 358,365 O I-Material +stresses 366,374 O I-Material +above 375,380 O O +peaks 381,386 O O +in 387,389 O O +the 390,393 O O +metal 394,399 O B-Material +– 399,400 O I-Material +oxide 400,405 O I-Material +interface 406,415 O I-Material +roughness 416,425 O O +[ 426,427 O O +31 427,429 O O +] 429,430 O O +. 430,431 O O + +These 432,437 O O +cracks 438,444 O O +are 445,448 O O +considered 449,459 O O +separate 460,468 O O +to 469,471 O O +any 472,475 O O +nano 476,480 O O +- 480,481 O O +scale 481,486 O O +cracks 487,493 O O +that 494,498 O O +might 499,504 O O +result 505,511 O O +from 512,516 O O +the 517,520 O O +tetragonal 521,531 O B-Process +to 532,534 O I-Process +monoclinic 535,545 O I-Process +phase 546,551 O I-Process +transformation 552,566 O I-Process +. 566,567 O O + +An 568,570 O O +assumption 571,581 O O +is 582,584 O O +made 585,589 O O +here 590,594 O O +that 595,599 O O +whether 600,607 O O +the 608,611 O O +micro 612,617 O O +- 617,618 O O +scale 618,623 O O +lateral 624,631 O O +cracks 632,638 O O +form 639,643 O O +via 644,647 O O +fracture 648,656 O O +of 657,659 O O +the 660,663 O O +oxide 664,669 O B-Material +or 670,672 O O +by 673,675 O O +de 676,678 O B-Process +- 678,679 O I-Process +bonding 679,686 O I-Process +at 687,689 O O +the 690,693 O O +interface 694,703 O O +a 704,705 O O +triaxial 706,714 O B-Process +tensile 715,722 O I-Process +stress 723,729 O I-Process +state 730,735 O O +will 736,740 O O +still 741,746 O O +be 747,749 O O +present 750,757 O O +. 757,758 O O + +In 759,761 O O +manufactured 762,774 O B-Material +partially 775,784 O I-Material +stabilised 785,795 O I-Material +zirconia 796,804 O I-Material +cracks 805,811 O O +would 812,817 O O +be 818,820 O O +expected 821,829 O O +to 830,832 O O +destabilise 833,844 O O +the 845,848 O O +tetragonal 849,859 O B-Process +phase 860,865 O I-Process +. 865,866 O O + +This 867,871 O O +is 872,874 O O +simulated 875,884 O B-Task +by 885,887 O I-Task +applying 888,896 O I-Task +tensile 897,904 O I-Task +stress 905,911 O I-Task +in 912,914 O I-Task +direction 915,924 O I-Task +1 925,926 O I-Task +, 926,927 O I-Task +2 928,929 O I-Task +and 930,933 O I-Task +3 934,935 O I-Task +. 935,936 O O + +As 937,939 O O +this 940,944 O O +the 945,948 O O +maximum 949,956 O B-Process +stress 957,963 O I-Process +at 964,966 O O +the 967,970 O O +crack 971,976 O O +tip 977,980 O O +is 981,983 O O +not 984,987 O O +known 988,993 O O +, 993,994 O O +the 995,998 O O +applied 999,1006 O B-Process +tensile 1007,1014 O I-Process +stresses 1015,1023 O I-Process +cover 1024,1029 O O +a 1030,1031 O O +range 1032,1037 O O +from 1038,1042 O O +0.1GPa 1043,1049 O O +up 1050,1052 O O +to 1053,1055 O O +a 1056,1057 O O +maximum 1058,1065 O O +stress 1066,1072 O O +value 1073,1078 O O +of 1079,1081 O O +2.2GPa 1082,1088 O O +as 1089,1091 O O +it 1092,1094 O O +is 1095,1097 O O +approximately 1098,1111 O O +equal 1112,1117 O O + +to 1118,1120 O O +three 1121,1126 O O +times 1127,1132 O O +the 1133,1136 O O +fracture 1137,1145 O B-Process +strength 1146,1154 O O +of 1155,1157 O O +bulk 1158,1162 O O +fracture 1163,1171 O O +strength 1172,1180 O O +for 1181,1184 O O +manufactured 1185,1197 O B-Material +stabilized 1198,1208 O I-Material +zirconia 1209,1217 O I-Material +[ 1218,1219 O O +34 1219,1221 O O +] 1221,1222 O O +. 1222,1223 O O + +For 1224,1227 O O +the 1228,1231 O O +biaxial 1232,1239 O B-Task +compressive 1240,1251 O I-Task +and 1252,1255 O I-Task +triaxial 1256,1264 O I-Task +tensile 1265,1272 O I-Task +stress 1273,1279 O I-Task +states 1280,1286 O I-Task +it 1287,1289 O O +is 1290,1292 O O +the 1293,1296 O O +trends 1297,1303 O O +in 1304,1306 O O +behaviour 1307,1316 O O +rather 1317,1323 O O +than 1324,1328 O O +the 1329,1332 O O +absolute 1333,1341 O O +values 1342,1348 O O +that 1349,1353 O O +are 1354,1357 O O +considered 1358,1368 O O +of 1369,1371 O O +greatest 1372,1380 O O +importance 1381,1391 O O +for 1392,1395 O O +this 1396,1400 O O +work 1401,1405 O O +. 1405,1406 O O + + +-DOCSTART- (S0022311514006849) + +The 0,3 O O +early 4,9 O O +theoretical 10,21 O O +work 22,26 O O +of 27,29 O O +Catlow 30,36 O O +assessed 37,45 O O +a 46,47 O O +number 48,54 O O +of 55,57 O O +Willis 58,64 O B-Material +type 65,69 O I-Material +clusters 70,78 O I-Material +and 79,82 O O +found 83,88 O O +them 89,93 O O +all 94,97 O O +to 98,100 O O +be 101,103 O O +stable 104,110 O O +using 111,116 O O +potential 117,126 O B-Process +- 126,127 O I-Process +based 127,132 O I-Process +methods 133,140 O I-Process +[ 141,142 O O +6 142,143 O O +] 143,144 O O +. 144,145 O O + +More 146,150 O O +recently 151,159 O O +“ 160,161 O O +split 161,166 O B-Task +interstitial 167,179 O I-Task +” 179,180 O I-Task +type 181,185 O I-Task +clusters 186,194 O I-Task +( 195,196 O O +Fig 196,199 O O +. 199,200 O O + +1 201,202 O O +) 202,203 O O +have 204,208 O O +emerged 209,216 O O +from 217,221 O O +computational 222,235 O O +studies 236,243 O O +as 244,246 O O +stable 247,253 O O +species 254,261 O O +following 262,271 O O +the 272,275 O O +potential 276,285 O B-Process +based 286,291 O I-Process +investigation 292,305 O I-Process +of 306,308 O O +Govers 309,315 O O +et 316,318 O O +al 319,321 O O +. 321,322 O O + +which 323,328 O O +found 329,334 O O +the 335,338 O O +2:2:2 339,344 O O +cluster 345,352 O O +in 353,355 O O +a 356,357 O O +UO2 358,361 O B-Material +supercell 362,371 O I-Material +relaxed 372,379 O O +to 380,382 O O +a 383,384 O O +split 385,390 O O +di 391,393 O B-Material +- 393,394 O I-Material +interstitial 394,406 O I-Material +[ 407,408 O O +13 408,410 O O +] 410,411 O O +( 412,413 O O +Fig 413,416 O O +. 416,417 O O + +1(b 418,421 O O +) 421,422 O O +) 422,423 O O +; 423,424 O O +a 425,426 O B-Material +single 427,433 O I-Material +VO 434,436 O I-Material +with 437,441 O I-Material +three 442,447 O I-Material +Oi 448,450 O I-Material +displaced 451,460 O O +approximately 461,474 O O +1.6Å 475,479 O O +in 480,482 O O +〈 483,484 O O +111 484,487 O O +〉 487,488 O O +directions 489,499 O O +from 500,504 O O +the 505,508 O O +VO 509,511 O B-Material +. 511,512 O O + +This 513,517 O O +result 518,524 O O +was 525,528 O O +later 529,534 O O +confirmed 535,544 O O +by 545,547 O O +the 548,551 O O +LSDA+U 552,558 O B-Process +calculations 559,571 O O +of 572,574 O O +Geng 575,579 O O +et 580,582 O O +al 583,585 O O +. 585,586 O O + +[ 587,588 O O +7 588,589 O O +] 589,590 O O +. 590,591 O O + +The 592,595 O O +family 596,602 O O +of 603,605 O O +split 606,611 O B-Material +interstitial 612,624 O I-Material +clusters 625,633 O I-Material +was 634,637 O O +extended 638,646 O O +to 647,649 O O +include 650,657 O O +tri 658,661 O B-Material +- 661,662 O I-Material +interstitials 662,675 O I-Material +[ 676,677 O O +8 677,678 O O +] 678,679 O O +( 680,681 O O +a 681,682 O O +di 683,685 O B-Material +- 685,686 O I-Material +interstitial 686,698 O I-Material +with 699,703 O I-Material +the 704,707 O I-Material +fourth 708,714 O I-Material +Oi 715,717 O I-Material +site 718,722 O I-Material +occupied 723,731 O I-Material +) 731,732 O O +and 733,736 O O +quad 737,741 O B-Material +- 741,742 O I-Material +interstitials 742,755 O I-Material +[ 756,757 O O +9 757,758 O O +] 758,759 O O +( 760,761 O O +two 761,764 O B-Material +di 765,767 O I-Material +- 767,768 O I-Material +interstitials 768,781 O I-Material +on 782,784 O I-Material +adjacent 785,793 O I-Material +sites 794,799 O I-Material +, 799,800 O O +giving 801,807 O O +a 808,809 O O +total 810,815 O O +of 816,818 O O +two 819,822 O O +VO 823,825 O B-Material +and 826,829 O O +six 830,833 O O +Oi 834,836 O B-Material +) 836,837 O O + +( 838,839 O O +Fig 839,842 O O +. 842,843 O O + +1(d 844,847 O O +) 847,848 O O +) 848,849 O O +. 849,850 O O + +Following 851,860 O O +this 861,865 O O +Andersson 866,875 O O +et 876,878 O O +al 879,881 O O +. 881,882 O O +postulated 883,893 O O +a 894,895 O O +model 896,901 O B-Material +for 902,905 O I-Material +U4O9 906,910 O I-Material +based 911,916 O O +on 917,919 O O +a 920,921 O O +UO2 922,925 O B-Material +supercell 926,935 O I-Material +containing 936,946 O O +multiple 947,955 O B-Material +split 956,961 O I-Material +quad 962,966 O I-Material +- 966,967 O I-Material +interstitial 967,979 O I-Material +clusters 980,988 O I-Material +; 988,989 O O +following 990,999 O O +the 1000,1003 O O +prediction 1004,1014 O O +of 1015,1017 O O +their 1018,1023 O O +LSDA+U 1024,1030 O B-Process +calculations 1031,1043 O O +that 1044,1048 O O +the 1049,1052 O O +quad 1053,1057 O B-Material +- 1057,1058 O I-Material +interstitial 1058,1070 O I-Material +is 1071,1073 O O +more 1074,1078 O O +stable 1079,1085 O O +than 1086,1090 O O +its 1091,1094 O O +cuboctahedral 1095,1108 O B-Material +counterpart 1109,1120 O O +[ 1121,1122 O O +12 1122,1124 O O +] 1124,1125 O O +. 1125,1126 O O + + +-DOCSTART- (S0022311514007119) + +In 0,2 O O +the 3,6 O O +calculations 7,19 O O +for 20,23 O O +the 24,27 O O +formation 28,37 O B-Task +energy 38,44 O I-Task +, 44,45 O O +the 46,49 O O +box 50,53 O B-Material +size 54,58 O O +is 59,61 O O +set 62,65 O O +to 66,68 O O +30a0×30a0×30a0 69,83 O O +, 83,84 O O +where 85,90 O O +a0 91,93 O O +is 94,96 O O +the 97,100 O O +bcc 101,104 O O +Fe 105,107 O B-Material +lattice 108,115 O I-Material +parameter 116,125 O O +. 125,126 O O + +For 127,130 O O +all 131,134 O O +calculations 135,147 O O +periodic 148,156 O O +boundary 157,165 O O +conditions 166,176 O O +and 177,180 O O +constant 181,189 O O +volume 190,196 O O +are 197,200 O O +used 201,205 O O +. 205,206 O O + +The 207,210 O O +Monte 211,216 O B-Process +Carlo 217,222 O I-Process +algorithm 223,232 O I-Process +used 233,237 O O +to 238,240 O O +determine 241,250 O B-Process +the 251,254 O I-Process +lowest 255,261 O I-Process +energy 262,268 O I-Process +configuration 269,282 O I-Process +of 283,285 O O +the 286,289 O O +cluster 290,297 O O +[ 298,299 O O +28 299,301 O O +] 301,302 O O +is 303,305 O O +organised 306,315 O O +as 316,318 O O +follows 319,326 O O +. 326,327 O O + +First 328,333 O O +, 333,334 O O +the 335,338 O O +energetics 339,349 O O +of 350,352 O O +voids 353,358 O B-Material +without 359,366 O I-Material +helium 367,373 O I-Material +are 374,377 O O +investigated 378,390 O O +. 390,391 O O + +A 392,393 O O +vacancy 394,401 O O +is 402,404 O O +introduced 405,415 O O +into 416,420 O O +the 421,424 O O +simulation 425,435 O B-Material +cell 436,440 O I-Material +and 441,444 O O +the 445,448 O O +system 449,455 O O +is 456,458 O O +minimised 459,468 O O +using 469,474 O O +a 475,476 O O +conjugate 477,486 O B-Process +gradient 487,495 O I-Process +algorithm 496,505 O I-Process +, 505,506 O O +yielding 507,515 O O +a 516,517 O O +single 518,524 O B-Material +vacancy 525,532 O I-Material +formation 533,542 O I-Material +energy 543,549 O I-Material +Evac 550,554 O B-Material +of 555,557 O O +1.72eV. 558,565 O O +Next 566,570 O O +, 570,571 O O +the 572,575 O O +atom 576,580 O O +with 581,585 O O +the 586,589 O O +highest 590,597 O O +potential 598,607 O O +energy 608,614 O O +is 615,617 O O +removed 618,625 O O +from 626,630 O O +the 631,634 O O +system 635,641 O O +and 642,645 O O +again 646,651 O O +the 652,655 O O +system 656,662 O O +is 663,665 O O +minimised 666,675 O B-Process +. 675,676 O O + +This 677,681 O O +scheme 682,688 O O +is 689,691 O O +iteratively 692,703 O O +continued 704,713 O O +to 714,716 O O +create 717,723 O O +voids 724,729 O O +up 730,732 O O +to 733,735 O O +the 736,739 O O +number 740,746 O O +of 747,749 O O +target 750,756 O O +vacancies 757,766 O O +and 767,770 O O +the 771,774 O O +formation 775,784 O O +energy 785,791 O O +of 792,794 O O +each 795,799 O O +is 800,802 O O +calculated 803,813 O O +. 813,814 O O + +Next 815,819 O O +, 819,820 O O +helium 821,827 O B-Material +atoms 828,833 O I-Material +are 834,837 O O +introduced 838,848 O O +to 849,851 O O +the 852,855 O O +vacancies 856,865 O O +. 865,866 O O + +The 867,870 O O +total 871,876 O B-Material +system 877,883 O I-Material +energy 884,890 O I-Material +is 891,893 O O +measured 894,902 O O +and 903,906 O O +recorded 907,915 O O +. 915,916 O O + +At 917,919 O O +this 920,924 O O +point 925,930 O O +, 930,931 O O +a 932,933 O O +Metropolis 934,944 O B-Process +MC 945,947 O I-Process +scheme 948,954 O I-Process +[ 955,956 O O +29 956,958 O O +] 958,959 O O +is 960,962 O O +used 963,967 O O +to 968,970 O O +find 971,975 O O +the 976,979 O O +low 980,983 O B-Material +energy 984,990 O I-Material +configurations 991,1005 O I-Material +. 1005,1006 O O + +Every 1007,1012 O O +helium 1013,1019 O B-Material +in 1020,1022 O O +the 1023,1026 O O +system 1027,1033 O O +is 1034,1036 O O +randomly 1037,1045 O O +displaced 1046,1055 O O +from 1056,1060 O O +its 1061,1064 O O +site 1065,1069 O O +up 1070,1072 O O +to 1073,1075 O O +a 1076,1077 O O +maximum 1078,1085 O O +of 1086,1088 O O +rmax 1089,1093 O O +( 1094,1095 O O +4.5Å 1095,1099 O O +, 1099,1100 O O +the 1101,1104 O O +cut 1105,1108 O O +off 1109,1112 O O +distance 1113,1121 O O +for 1122,1125 O O +He 1126,1128 O B-Process +– 1128,1129 O I-Process +He 1129,1131 O I-Process +interactions 1132,1144 O I-Process +) 1144,1145 O O +in 1146,1148 O O +each 1149,1153 O O +of 1154,1156 O O +the 1157,1160 O O +x 1161,1162 O O +, 1162,1163 O O +y 1164,1165 O O +and 1166,1169 O O +z 1170,1171 O O +directions 1172,1182 O O +and 1183,1186 O O +then 1187,1191 O O +minimised 1192,1201 O B-Process +using 1202,1207 O O +the 1208,1211 O O +conjugate 1212,1221 O B-Process +gradient 1222,1230 O I-Process +algorithm 1231,1240 O I-Process +. 1240,1241 O O + +Each 1242,1246 O O +bubble 1247,1253 O O +is 1254,1256 O O +continued 1257,1266 O O +for 1267,1270 O O +a 1271,1272 O O +minimum 1273,1280 O O +of 1281,1283 O O +10,000 1284,1290 O O +steps 1291,1296 O O +. 1296,1297 O O + +After 1298,1303 O O +that 1304,1308 O O +, 1308,1309 O O +the 1310,1313 O O +searches 1314,1322 O O +will 1323,1327 O O +be 1328,1330 O O +terminated 1331,1341 O O +if 1342,1344 O O +the 1345,1348 O O +system 1349,1355 O O +energy 1356,1362 O O +does 1363,1367 O O +not 1368,1371 O O +drop 1372,1376 O O +within 1377,1383 O O +a 1384,1385 O O +further 1386,1393 O O +10 1394,1396 O O +steps 1397,1402 O O +. 1402,1403 O O + +A 1404,1405 O O +schematic 1406,1415 O O +of 1416,1418 O O +this 1419,1423 O O +iterative 1424,1433 O B-Process +process 1434,1441 O I-Process +is 1442,1444 O O +shown 1445,1450 O O +in 1451,1453 O O +Fig 1454,1457 O O +. 1457,1458 O O + +1 1459,1460 O O +. 1460,1461 O O + + +-DOCSTART- (S0022311514008691) + +The 0,3 O O +class 4,9 O B-Material +of 10,12 O I-Material +steels 13,19 O I-Material +known 20,25 O O +as 26,28 O O +oxide 29,34 O B-Material +dispersion 35,45 O I-Material +strengthened 46,58 O I-Material +( 59,60 O O +ODS 60,63 O B-Material +) 63,64 O O +ferritic 65,73 O B-Material +alloys 74,80 O I-Material +( 81,82 O O +also 82,86 O O +known 87,92 O O +as 93,95 O O +nanostructured 96,110 O B-Material +ferritic 111,119 O B-Material +alloys 120,126 O I-Material +) 126,127 O O +consist 128,135 O O +of 136,138 O O +a 139,140 O O +dispersion 141,151 O B-Material +of 152,154 O I-Material +ultra 155,160 O I-Material +- 160,161 O I-Material +fine 161,165 O I-Material +oxide 166,171 O I-Material +particles 172,181 O I-Material +throughout 182,192 O I-Material +the 193,196 O I-Material +matrix 197,203 O I-Material +. 203,204 O O + +These 205,210 O O +oxide 211,216 O B-Material +particles 217,226 O I-Material +serve 227,232 O O +to 233,235 O O +improve 236,243 O B-Task +the 244,247 O I-Task +mechanical 248,258 O I-Task +properties 259,269 O I-Task +of 270,272 O I-Task +the 273,276 O I-Task +system 277,283 O I-Task +, 283,284 O O +particularly 285,297 O O +at 298,300 O O +high 301,305 O O +temperatures 306,318 O O +, 318,319 O O +of 320,322 O O +the 323,326 O O +system 327,333 O O +through 334,341 O O +inhibiting 342,352 O O +dislocation 353,364 O O +motion 365,371 O O +and 372,375 O O +grain 376,381 O O +boundary 382,390 O O +sliding 391,398 O O +. 398,399 O O + +In 400,402 O O +nuclear 403,410 O O +applications 411,423 O O +the 424,427 O O +oxide 428,433 O B-Material +particles 434,443 O I-Material +have 444,448 O O +been 449,453 O O +suggested 454,463 O O +to 464,466 O O +act 467,470 O O +as 471,473 O O +point 474,479 O O +defect 480,486 O O +sinks 487,492 O O +[ 493,494 O O +10,11 494,499 O O +] 499,500 O O +to 501,503 O O +improve 504,511 O B-Task +radiation 512,521 O I-Task +tolerance 522,531 O I-Task +, 531,532 O O +and 533,536 O O +as 537,539 O O +preferential 540,552 O O +sites 553,558 O O +for 559,562 O O +the 563,566 O O +formation 567,576 O O +of 577,579 O O +nano 580,584 O O +- 584,585 O O +scale 585,590 O O + +He 591,593 O O +bubbles 594,601 O O +therefore 602,611 O O +reducing 612,620 O B-Task +swelling 621,629 O I-Task +compared 630,638 O O +to 639,641 O O +non 642,645 O B-Material +- 645,646 O I-Material +ODS 646,649 O I-Material +steels 650,656 O I-Material +[ 657,658 O O +12–15 658,663 O O +] 663,664 O O +. 664,665 O O + +The 666,669 O O +ability 670,677 O O +of 678,680 O O +the 681,684 O O +oxide 685,690 O B-Material +particles 691,700 O I-Material +to 701,703 O O +improve 704,711 O O +these 712,717 O O +properties 718,728 O O +depends 729,736 O O +on 737,739 O O +the 740,743 O O +structure 744,753 O B-Material +and 754,757 O I-Material +composition 758,769 O I-Material +of 770,772 O I-Material +the 773,776 O I-Material +particles 777,786 O I-Material + +[ 787,788 O O +10,11,16,17 788,799 O O +] 799,800 O O +and 801,804 O O +their 805,810 O O +stability 811,820 O O +under 821,826 O O +irradiation 827,838 O B-Process +. 838,839 O O + +Typical 840,847 O O +compositions 848,860 O O +of 861,863 O O +ODS 864,867 O B-Material +steels 868,874 O I-Material +include 875,882 O O +between 883,890 O O +9 891,892 O B-Material +and 893,896 O I-Material +14at.% 897,903 O I-Material +Cr 904,906 O I-Material +for 907,910 O O +oxidation 911,920 O B-Process +resistance 921,931 O O +( 932,933 O O +most 933,937 O O +commonly 938,946 O O +14at.% 947,953 O O +) 953,954 O O +; 954,955 O O +W 956,957 O B-Material +for 958,961 O O +solid 962,967 O O +solution 968,976 O O +hardening 977,986 O O +; 986,987 O O +Y2O3 988,992 O B-Material +that 993,997 O O +is 998,1000 O O +put 1001,1004 O O +into 1005,1009 O O +solid 1010,1015 O B-Material +solution 1016,1024 O I-Material +during 1025,1031 O O +the 1032,1035 O O +initial 1036,1043 O O +, 1043,1044 O O +mechanical 1045,1055 O B-Process +alloying 1056,1064 O I-Process +, 1064,1065 O O +process 1066,1073 O O +but 1074,1077 O O +then 1078,1082 O O +during 1083,1089 O O +consolidation 1090,1103 O B-Process +at 1104,1106 O O +high 1107,1111 O O +temperatures 1112,1124 O O +forms 1125,1130 O O +precipitates 1131,1143 O B-Material +; 1143,1144 O O +and 1145,1148 O O +Ti 1149,1151 O B-Material +to 1152,1154 O O +inhibit 1155,1162 O O +significant 1163,1174 O O +growth 1175,1181 O O +of 1182,1184 O O +the 1185,1188 O O +oxide 1189,1194 O B-Material +particles 1195,1204 O I-Material +; 1204,1205 O O +the 1206,1209 O O +balance 1210,1217 O B-Material +being 1218,1223 O O +made 1224,1228 O O +up 1229,1231 O O +of 1232,1234 O O +Fe 1235,1237 O B-Material +and 1238,1241 O I-Material +impurities 1242,1252 O I-Material + +[ 1253,1254 O O +18 1254,1256 O O +] 1256,1257 O O +. 1257,1258 O O + +For 1259,1262 O O +this 1263,1267 O O +reason 1268,1274 O O +these 1275,1280 O O +steels 1281,1287 O B-Material +are 1288,1291 O O +often 1292,1297 O O +referred 1298,1306 O O +to 1307,1309 O O +as 1310,1312 O O +14YWT 1313,1318 O B-Material +, 1318,1319 O O +reflecting 1320,1330 O O +the 1331,1334 O O +constituent 1335,1346 O B-Material +elements 1347,1355 O I-Material +. 1355,1356 O O + + +-DOCSTART- (S002231151500032X) + +Zirconium 0,9 O B-Material +alloys 10,16 O I-Material +are 17,20 O O +used 21,25 O O +as 26,28 O O +cladding 29,37 O B-Material +to 38,40 O O +encapsulate 41,52 O O +fuel 53,57 O B-Material +pellets 58,65 O I-Material +in 66,68 O O +pressurised 69,80 O O +and 81,84 O O +boiling 85,92 O O +water 93,98 O B-Material +nuclear 99,106 O I-Material +reactors 107,115 O I-Material +. 115,116 O O + +Research 117,125 O O +into 126,130 O O +oxidation 131,140 O B-Task +of 141,143 O I-Task +these 144,149 O I-Task +alloys 150,156 O I-Task +has 157,160 O O +been 161,165 O O +significant 166,177 O O +since 178,183 O O +the 184,187 O O +introduction 188,200 O O +of 201,203 O O +the 204,207 O O +material 208,216 O O +. 216,217 O O + +However 218,225 O O +, 225,226 O O +the 227,230 O O +microstructure 231,245 O B-Process +and 246,249 O I-Process +electro 250,257 O I-Process +- 257,258 O I-Process +chemical 258,266 O I-Process +processes 267,276 O I-Process +during 277,283 O O +oxidation 284,293 O B-Process +are 294,297 O O +complex 298,305 O O +and 306,309 O O +many 310,314 O O +questions 315,324 O O +still 325,330 O O +remain 331,337 O O +unanswered 338,348 O O +. 348,349 O O + +One 350,353 O O +such 354,358 O O +issue 359,364 O O +is 365,367 O O +the 368,371 O O +formation 372,381 O O +of 382,384 O O +lateral 385,392 O O +cracks 393,399 O O +near 400,404 O O +the 405,408 O O +metal 409,414 O B-Material +- 414,415 O I-Material +oxide 415,420 O I-Material +interface 421,430 O I-Material +. 430,431 O O + +Small 432,437 O O +cracks 438,444 O O +have 445,449 O O +been 450,454 O O +seen 455,459 O O +to 460,462 O O +form 463,467 O O +continuously 468,480 O O +during 481,487 O O +oxidation 488,497 O B-Process +, 497,498 O O +with 499,503 O O +large 504,509 O O +scale 510,515 O O +networks 516,524 O O +of 525,527 O O +lateral 528,535 O O +cracks 536,542 O O +forming 543,550 O O +cyclically 551,561 O O +every 562,567 O O +∼2μm 568,572 O O +of 573,575 O O +oxide 576,581 O O +growth 582,588 O O +. 588,589 O O + +These 590,595 O O +networks 596,604 O O +of 605,607 O O +cracks 608,614 O O +can 615,618 O O +be 619,621 O O +correlated 622,632 O O +with 633,637 O O +acceleration 638,650 O O +in 651,653 O O +the 654,657 O O +corrosion 658,667 O B-Material +kinetics 668,676 O I-Material + +[ 677,678 O O +1–7 678,681 O O +] 681,682 O O +. 682,683 O O + +These 684,689 O O +lateral 690,697 O O +cracks 698,704 O O +might 705,710 O O +enable 711,717 O O +the 718,721 O O +link 722,726 O B-Material +up 727,729 O I-Material +of 730,732 O I-Material +nano 733,737 O I-Material +pores 738,743 O I-Material +along 744,749 O O +grain 750,755 O B-Material +boundaries 756,766 O O +perpendicular 767,780 O O +to 781,783 O O +the 784,787 O O +metal 788,793 O B-Material +/ 793,794 O I-Material +oxide 794,799 O I-Material +interface 800,809 O I-Material +as 810,812 O O +reported 813,821 O O +in 822,824 O O +[ 825,826 O O +8,9 826,829 O O +] 829,830 O O +. 830,831 O O + +Experiments 832,843 O O +using 844,849 O O +Synchrotron 850,861 O B-Process +X 862,863 O I-Process +- 863,864 O I-Process +Ray 864,867 O I-Process +Diffraction 868,879 O I-Process +( 880,881 O O +S 881,882 O B-Process +- 882,883 O I-Process +XRD 883,886 O I-Process +) 886,887 O O +by 888,890 O O +both 891,895 O O +Polatidis 896,905 O O +et 906,908 O O +al 909,911 O O +. 911,912 O O +and 913,916 O O +Petigny 917,924 O O +et 925,927 O O +al 928,930 O O +. 930,931 O O +, 931,932 O O +have 933,937 O O +separately 938,948 O O +shown 949,954 O O +that 955,959 O O +oxides 960,966 O B-Material +formed 967,973 O O +on 974,976 O O +Zircaloy-4 977,987 O B-Material +are 988,991 O O +composed 992,1000 O O +of 1001,1003 O O +monoclinic 1004,1014 O B-Material +and 1015,1018 O I-Material +stabilised 1019,1029 O I-Material +tetragonal 1030,1040 O I-Material +phases 1041,1047 O I-Material +, 1047,1048 O O +with 1049,1053 O O +an 1054,1056 O O +∼7 1057,1059 O B-Material +% 1059,1060 O I-Material +reduction 1061,1070 O I-Material +in 1071,1073 O I-Material +the 1074,1077 O I-Material +tetragonal 1078,1088 O I-Material +phase 1089,1094 O I-Material +fraction 1095,1103 O O +from 1104,1108 O O +1 1109,1110 O O +to 1111,1113 O O +3μm 1114,1117 O O +oxide 1118,1123 O O +growth 1124,1130 O O +[ 1131,1132 O O +4,10 1132,1136 O O +] 1136,1137 O O +. 1137,1138 O O + +One 1139,1142 O O +theory 1143,1149 O O +is 1150,1152 O O +that 1153,1157 O O +the 1158,1161 O O +lateral 1162,1169 O O +cracks 1170,1176 O O +may 1177,1180 O O +destabilise 1181,1192 O O +the 1193,1196 O O +tetragonal 1197,1207 O B-Process +phase 1208,1213 O I-Process +close 1214,1219 O O +to 1220,1222 O O +the 1223,1226 O O +metal 1227,1232 O B-Material +- 1232,1233 O I-Material +oxide 1233,1238 O I-Material +interface 1239,1248 O I-Material +. 1248,1249 O O + +The 1250,1253 O O +phase 1254,1259 O B-Process +transformation 1260,1274 O I-Process +has 1275,1278 O O +an 1279,1281 O O +∼6 1282,1284 O O +% 1284,1285 O O +expansion 1286,1295 O O +associated 1296,1306 O O +with 1307,1311 O O +it 1312,1314 O O +, 1314,1315 O O +which 1316,1321 O O +could 1322,1327 O O +lead 1328,1332 O O +to 1333,1335 O O +fracture 1336,1344 O B-Process +perpendicular 1345,1358 O O +to 1359,1361 O O +the 1362,1365 O O +metal 1366,1371 O B-Material +- 1371,1372 O I-Material +oxide 1372,1377 O I-Material +interface 1378,1387 O I-Material +, 1387,1388 O O +thereby 1389,1396 O O +generating 1397,1407 O O +fast 1408,1412 O O +ingress 1413,1420 O B-Process +routes 1421,1427 O O +for 1428,1431 O O +oxygen 1432,1438 O B-Material +containing 1439,1449 O I-Material +species 1450,1457 O I-Material +[ 1458,1459 O O +11,12 1459,1464 O O +] 1464,1465 O O +. 1465,1466 O O + + +-DOCSTART- (S0022311515002391) + +Spark 0,5 O B-Process +plasma 6,12 O I-Process +sintering 13,22 O I-Process +( 23,24 O O +SPS 24,27 O B-Process +) 27,28 O O +is 29,31 O O +a 32,33 O O +relatively 34,44 O O +new 45,48 O O +sintering 49,58 O B-Process +- 58,59 O I-Process +based 59,64 O I-Process +technique 65,74 O I-Process +[ 75,76 O O +17 76,78 O O +] 78,79 O O +in 80,82 O O +which 83,88 O O +the 89,92 O O +powder 93,99 O B-Material +to 100,102 O O +be 103,105 O O +consolidated 106,118 O O +is 119,121 O O +loaded 122,128 O O +into 129,133 O O +an 134,136 O O +electrically 137,149 O O +and 150,153 O O +thermally 154,163 O O +conductive 164,174 O O +graphite 175,183 O O +mould 184,189 O O +and 190,193 O O + +a 194,195 O O +large 196,201 O O +DC 202,204 O O +pulsed 205,211 O O +current 212,219 O O +( 220,221 O O +1000–5000A 221,231 O O +) 231,232 O O +is 233,235 O O +applied 236,243 O O +under 244,249 O O +a 250,251 O O +uniaxial 252,260 O O +pressure 261,269 O O +. 269,270 O O + +When 271,275 O O +current 276,283 O O +passes 284,290 O O +through 291,298 O O +the 299,302 O O +graphite 303,311 O B-Material +mould 312,317 O I-Material +( 318,319 O O +and 319,322 O O +the 323,326 O O +powder 327,333 O B-Material +if 334,336 O O +it 337,339 O O +is 340,342 O O +electrically 343,355 O O +conductive 356,366 O O +) 366,367 O O +, 367,368 O O +the 369,372 O O +powder 373,379 O B-Material +is 380,382 O O +heated 383,389 O O +both 390,394 O O +from 395,399 O O +the 400,403 O O +outside 404,411 O O +( 412,413 O O +the 413,416 O O +mould 417,422 O B-Material +acts 423,427 O O +as 428,430 O O +a 431,432 O O +heating 433,440 O B-Material +element 441,448 O I-Material +) 448,449 O O +and 450,453 O O +inside 454,460 O O +( 461,462 O O +due 462,465 O O +to 466,468 O O +Joule 469,474 O O +heating 475,482 O O +from 483,487 O O +the 488,491 O O +intrinsic 492,501 O O +electrical 502,512 O O +resistance 513,523 O O +of 524,526 O O +the 527,530 O O +powder 531,537 O B-Material +material 538,546 O I-Material +) 546,547 O O +. 547,548 O O + +SPS 549,552 O B-Process +is 553,555 O O +characterised 556,569 O O +by 570,572 O O +very 573,577 O O +fast 578,582 O O +heating 583,590 O O +( 591,592 O O +up 592,594 O O +to 595,597 O O +2000 598,602 O O +° 602,603 O O +C 603,604 O O +/ 604,605 O O +min 605,608 O O +) 608,609 O O +and 610,613 O O +cooling 614,621 O O +rates 622,627 O O +and 628,631 O O +short 632,637 O O +holding 638,645 O O +times 646,651 O O +( 652,653 O O +minutes 653,660 O O +) 660,661 O O +to 662,664 O O +achieve 665,672 O O +near 673,677 O O +theoretical 678,689 O O +density 690,697 O O +[ 698,699 O O +17 699,701 O O +] 701,702 O O +. 702,703 O O + +Thus 704,708 O O +SPS 709,712 O B-Process +occupies 713,721 O O +a 722,723 O O +very 724,728 O O +different 729,738 O O +time 739,743 O O +– 743,744 O O +temperature 744,755 O O + +– 755,756 O O +density 756,763 O O +space 764,769 O O +in 770,772 O O +powder 773,779 O B-Process +consolidation 780,793 O I-Process +maps 794,798 O I-Process +when 799,803 O O +compared 804,812 O O +with 813,817 O O +conventional 818,830 O B-Process +methods 831,838 O I-Process +, 838,839 O O +such 840,844 O O +as 845,847 O O +hot 848,851 O B-Process +pressing 852,860 O I-Process +sintering 861,870 O I-Process +and 871,874 O O +HIP 875,878 O B-Process +with 879,883 O O +ramp 884,888 O O +rate 889,893 O O +of 894,896 O O +50–80 897,902 O O +° 902,903 O O +C 903,904 O O +/ 904,905 O O +min 905,908 O O +and 909,912 O O +a 913,914 O O +few 915,918 O O +hours 919,924 O O +holding 925,932 O O +time 933,937 O O +. 937,938 O O + +Although 939,947 O O +SPS 948,951 O B-Process +has 952,955 O O +been 956,960 O O +studied 961,968 O O +for 969,972 O O +a 973,974 O O +rapidly 975,982 O O +growing 983,990 O O +number 991,997 O O +of 998,1000 O O +materials 1001,1010 O O +[ 1011,1012 O O +17 1012,1014 O O +] 1014,1015 O O +, 1015,1016 O O +there 1017,1022 O O +are 1023,1026 O O +only 1027,1031 O O +a 1032,1033 O O +small 1034,1039 O O +number 1040,1046 O O +of 1047,1049 O O +studies 1050,1057 O O +on 1058,1060 O O +the 1061,1064 O O +fabrication 1065,1076 O B-Task +and 1077,1080 O I-Task +microstructural 1081,1096 O I-Task +characterisation 1097,1113 O I-Task +of 1114,1116 O I-Task +ODS 1117,1120 O I-Task +steels 1121,1127 O I-Task +processed 1128,1137 O I-Task +by 1138,1140 O I-Task +SPS 1141,1144 O I-Task +, 1144,1145 O O +briefly 1146,1153 O O +reviewed 1154,1162 O O +below 1163,1168 O O +. 1168,1169 O O + + +-DOCSTART- (S0022311515002470) + +To 0,2 O O +conclude 3,11 O O +, 11,12 O O +the 13,16 O O +electrochemical 17,32 O B-Task +reduction 33,42 O I-Task +of 43,45 O I-Task +uranium 46,53 O I-Task +dioxide 54,61 O I-Task +to 62,64 O O +uranium 65,72 O B-Material +metal 73,78 O I-Material +has 79,82 O O +been 83,87 O O +studied 88,95 O O +in 96,98 O O +a 99,100 O O +lithium 101,108 O B-Material +chloride 109,117 O I-Material +– 117,118 O I-Material +potassium 118,127 O I-Material +chloride 128,136 O I-Material +eutectic 137,145 O I-Material +molten 146,152 O I-Material +salt 153,157 O I-Material +at 158,160 O O +450 161,164 O O +° 164,165 O O +C 165,166 O O +. 166,167 O O + +Both 168,172 O O +electrochemical 173,188 O B-Process +and 189,192 O O +synchrotron 193,204 O B-Process +X 205,206 O I-Process +- 206,207 O I-Process +ray 207,210 O I-Process +techniques 211,221 O O +have 222,226 O O +been 227,231 O O +utilised 232,240 O O +to 241,243 O O +deduce 244,250 O B-Task +the 251,254 O I-Task +electrochemical 255,270 O I-Task +reduction 271,280 O I-Task +potential 281,290 O I-Task +, 290,291 O I-Task +mechanism 292,301 O I-Task +and 302,305 O I-Task +reduction 306,315 O I-Task +pathway 316,323 O I-Task +. 323,324 O O + +The 325,328 O O +electrochemical 329,344 O O +reduction 345,354 O O +potential 355,364 O O +of 365,367 O O +the 368,371 O O +UO2|U 372,377 O B-Material +couple 378,384 O I-Material +is 385,387 O O +dependent 388,397 O O +on 398,400 O O +the 401,404 O O +activity 405,413 O O +of 414,416 O O +oxide 417,422 O B-Material +ions 423,427 O I-Material +existing 428,436 O O +within 437,443 O O +the 444,447 O O +melt 448,452 O B-Material +. 452,453 O O + +The 454,457 O O +electrochemical 458,473 O B-Process +reduction 474,483 O I-Process +of 484,486 O O +uranium 487,494 O B-Material +dioxide 495,502 O I-Material +to 503,505 O O +uranium 506,513 O B-Material +metal 514,519 O I-Material +seems 520,525 O O +to 526,528 O O +occur 529,534 O O +in 535,537 O O +a 538,539 O O +single 540,546 O O +, 546,547 O O +4-electron 548,558 O B-Process +- 558,559 O I-Process +step 559,563 O I-Process +, 563,564 O O +process 565,572 O O +; 572,573 O O +indicated 574,583 O O +by 584,586 O O +a 587,588 O O +single 589,595 O O +reduction 596,605 O O +peak 606,610 O O +( 611,612 O O +C1 612,614 O O +) 614,615 O O +in 616,618 O O +the 619,622 O O +cyclic 623,629 O B-Process +voltammograms 630,643 O I-Process +and 644,647 O O +also 648,652 O O +by 653,655 O O +the 656,659 O O +exclusion 660,669 O O +of 670,672 O O +any 673,676 O O +other 677,682 O O +phases 683,689 O O +in 690,692 O O +the 693,696 O O +EDXD 697,701 O B-Process +data 702,706 O I-Process +. 706,707 O O + +The 708,711 O O +electrochemical 712,727 O B-Process +reduction 728,737 O I-Process +may 738,741 O O +be 742,744 O O +impeded 745,752 O O +by 753,755 O O +an 756,758 O O +increase 759,767 O O +in 768,770 O O +oxo 771,774 O O +- 774,775 O O +acidity 775,782 O O +of 783,785 O O +the 786,789 O O +molten 790,796 O B-Material +salt 797,801 O I-Material +. 801,802 O O + +That 803,807 O O +is 808,810 O O +, 810,811 O O +O2− 812,815 O B-Material +ions 816,820 O I-Material +that 821,825 O O +are 826,829 O O +liberated 830,839 O O +by 840,842 O O +the 843,846 O O +electroreduction 847,863 O B-Process +may 864,867 O O +not 868,871 O O +react 872,877 O O +at 878,880 O O +the 881,884 O O +counter 885,892 O B-Material +electrode 893,902 O I-Material +and 903,906 O O +, 906,907 O O +thus 908,912 O O +, 912,913 O O +not 914,917 O O +be 918,920 O O +removed 921,928 O O +from 929,933 O O +the 934,937 O O +molten 938,944 O 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62,73 O O +of 74,76 O O +anisotropic 77,88 O B-Task +material 89,97 O I-Task +properties 98,108 O I-Task +. 108,109 O O + +As 110,112 O O +a 113,114 O O +hexagonal 115,124 O O +close 125,130 O O +packed 131,137 O O +lattice 138,145 O O +structure 146,155 O O +, 155,156 O O +a 157,158 O O +single 159,165 O O +zirconium 166,175 O B-Material +grain 176,181 O I-Material +is 182,184 O O +plastically 185,196 O O +anisotropic 197,208 O O +due 209,212 O O +to 213,215 O O +the 216,219 O O +difficulty 220,230 O O +of 231,233 O O +activating 234,244 O O +slip 245,249 O O +with 250,254 O O +a 255,256 O O +〈 257,258 O O +c 258,259 O O +〉 259,260 O O +component 261,270 O O +[ 271,272 O O +23–26 272,277 O O +] 277,278 O O +. 278,279 O O + +Abaqus 280,286 O B-Process +allows 287,293 O O +this 294,298 O O +to 299,301 O O +be 302,304 O O +represented 305,316 O O +by 317,319 O O +setting 320,327 O O +plasticity 328,338 O B-Process +potential 339,348 O I-Process +ratios 349,355 O I-Process +. 355,356 O O + +The 357,360 O O +anisotropic 361,372 O B-Material +elastic 373,380 O I-Material +and 381,384 O I-Material +plastic 385,392 O I-Material +constants 393,402 O I-Material +are 403,406 O O +shown 407,412 O O +in 413,415 O O +Table 416,421 O O +1 422,423 O O +. 423,424 O O + +Zirconium 425,434 O B-Material +alloys 435,441 O O +can 442,445 O O +often 446,451 O O +have 452,456 O O +a 457,458 O O +bimodal 459,466 O B-Process +basal 467,472 O I-Process +pole 473,477 O I-Process +distribution 478,490 O I-Process +, 490,491 O O +with 492,496 O O +a 497,498 O O +tilt 499,503 O O +on 504,506 O O +the 507,510 O O +basal 511,516 O O +normal 517,523 O O +or 524,526 O O +c 527,528 O O +direction 529,538 O O +of 539,541 O O +±30 542,545 O O +° 545,546 O O +in 547,549 O O +the 550,553 O O +normal 554,560 O O +direction 561,570 O O +being 571,576 O O +quoted 577,583 O O +for 584,587 O O +recrystallized 588,602 O B-Material +Zircaloy-4 603,613 O I-Material +[ 614,615 O O +27,28 615,620 O O +] 620,621 O O +. 621,622 O O + +However 623,630 O O +, 630,631 O O +for 632,635 O O +simplicity 636,646 O O +the 647,650 O O +basal 651,656 O O +normal 657,663 O O +or 664,666 O O +c 667,668 O O +direction 669,678 O O +has 679,682 O O +been 683,687 O O +taken 688,693 O O +as 694,696 O O +being 697,702 O O +parallel 703,711 O O +to 712,714 O O +the 715,718 O O +normal 719,725 O O +direction 726,735 O O +. 735,736 O O + +As 737,739 O O +such 740,744 O O +the 745,748 O O +1 749,750 O O +, 750,751 O O +2 752,753 O O +and 754,757 O O +3 758,759 O O +directions 760,770 O O +in 771,773 O O +Table 774,779 O O +1 780,781 O O +correlate 782,791 O O +with 792,796 O O +the 797,800 O O +X 801,802 O O +, 802,803 O O +Y 804,805 O O +and 806,809 O O +Z 810,811 O O +global 812,818 O O +coordinate 819,829 O O +system 830,836 O O +for 837,840 O O +the 841,844 O O +3D 845,847 O B-Process +simulations 848,859 O I-Process +, 859,860 O O +with 861,865 O O +the 866,869 O O +3 870,871 O O +direction 872,881 O O +correlating 882,893 O O +to 894,896 O O +the 897,900 O O +c 901,902 O O +direction 903,912 O O +of 913,915 O O +a 916,917 O O +zirconium 918,927 O B-Material +unit 928,932 O I-Material +lattice 933,940 O I-Material +. 940,941 O O + +Table 942,947 O O +1 948,949 O O +also 950,954 O O +shows 955,960 O O +the 961,964 O O +elastic 965,972 O O +properties 973,983 O O +incorporated 984,996 O O +into 997,1001 O O +the 1002,1005 O O +simulations 1006,1017 O B-Process +. 1017,1018 O O + +The 1019,1022 O O +oxide 1023,1028 O B-Material +layer 1029,1034 O I-Material +has 1035,1038 O O +been 1039,1043 O O +simulated 1044,1053 O O +as 1054,1056 O O +a 1057,1058 O O +purely 1059,1065 O B-Material +elastic 1066,1073 O I-Material +material 1074,1082 O I-Material +. 1082,1083 O O + +Although 1084,1092 O O +it 1093,1095 O O +is 1096,1098 O O +known 1099,1104 O O +that 1105,1109 O O +the 1110,1113 O O +oxide 1114,1119 O B-Material +is 1120,1122 O O +strongly 1123,1131 O O +textured 1132,1140 O O +[ 1141,1142 O O +29 1142,1144 O O +] 1144,1145 O O +, 1145,1146 O O +it 1147,1149 O O +is 1150,1152 O O +still 1153,1158 O O +simulated 1159,1168 O O +as 1169,1171 O O +a 1172,1173 O O +homogenous 1174,1184 O O +solid 1185,1190 O O +therefore 1191,1200 O O +isotropic 1201,1210 O B-Task +material 1211,1219 O I-Task +properties 1220,1230 O I-Task +have 1231,1235 O O +been 1236,1240 O O +used 1241,1245 O O +for 1246,1249 O O +the 1250,1253 O O +oxide 1254,1259 O B-Material +in 1260,1262 O O +all 1263,1266 O O +simulations 1267,1278 O B-Process +. 1278,1279 O O + + +-DOCSTART- (S0022311515300295) + +Zirconium 0,9 O B-Material +alloys 10,16 O I-Material +are 17,20 O O +commonly 21,29 O O +used 30,34 O O +as 35,37 O O +the 38,41 O O +fuel 42,46 O B-Material +cladding 47,55 O I-Material +for 56,59 O O +water 60,65 O B-Material +cooled 66,72 O I-Material +nuclear 73,80 O I-Material +fission 81,88 O I-Material +reactors 89,97 O I-Material +, 97,98 O O +mainly 99,105 O O +due 106,109 O O +to 110,112 O O +their 113,118 O O +low 119,122 O O +neutron 123,130 O O +cross 131,136 O O +- 136,137 O O +section 137,144 O O +, 144,145 O O +good 146,150 O O +corrosion 151,160 O O +resistance 161,171 O O +during 172,178 O O +normal 179,185 O O +operating 186,195 O O +conditions 196,206 O O +and 207,210 O O +sufficient 211,221 O O +mechanical 222,232 O O +strength 233,241 O O +[ 242,243 O O +1 243,244 O O +] 244,245 O O +. 245,246 O O + +Despite 247,254 O O +high 255,259 O O +corrosion 260,269 O O +resistance 270,280 O O +at 281,283 O O +normal 284,290 O O +operating 291,300 O O +temperatures 301,313 O O +( 314,315 O O +around 315,321 O O +300 322,325 O O +° 326,327 O O +C 327,328 O O +) 328,329 O O + +[ 330,331 O O +2 331,332 O O +] 332,333 O O +, 333,334 O O +Zr 335,337 O B-Material +alloys 338,344 O I-Material +oxidise 345,352 O B-Process +very 353,357 O O +rapidly 358,365 O O +when 366,370 O O +exposed 371,378 O O +to 379,381 O O +temperatures 382,394 O O +a 395,396 O O +few 397,400 O O +hundred 401,408 O O +degrees 409,416 O O +higher 417,423 O O +. 423,424 O O + +This 425,429 O O +is 430,432 O O +an 433,435 O O +exothermic 436,446 O B-Process +reaction 447,455 O I-Process +, 455,456 O O +which 457,462 O O +can 463,466 O O +further 467,474 O O +accelerate 475,485 O O +oxidation 486,495 O B-Process +and 496,499 O O +, 499,500 O O +at 501,503 O O +temperatures 504,516 O O +beyond 517,523 O O +1000 524,528 O O +° 529,530 O O +C 530,531 O O +, 531,532 O O +potentially 533,544 O O +lead 545,549 O O +to 550,552 O O +disintegration 553,567 O B-Process +of 568,570 O I-Process +the 571,574 O I-Process +fuel 575,579 O I-Process +rods 580,584 O I-Process +, 584,585 O O +as 586,588 O O +highlighted 589,600 O O +during 601,607 O O +the 608,611 O O +Fukushima 612,621 O O +Daiichi 622,629 O O +nuclear 630,637 O O +accident 638,646 O O +. 646,647 O O + +For 648,651 O O +this 652,656 O O +reason 657,663 O O +new 664,667 O O +research 668,676 O O +activities 677,687 O O +have 688,692 O O +been 693,697 O O +initiated 698,707 O O +worldwide 708,717 O O +to 718,720 O O +develop 721,728 O B-Task +accident 729,737 O I-Task +tolerant 738,746 O I-Task +fuels 747,752 O I-Task +( 753,754 O O +ATF 754,757 O B-Material +) 757,758 O O +. 758,759 O O + +Additionally 760,772 O O +, 772,773 O O +ATFs 774,778 O B-Material +could 779,784 O O +also 785,789 O O +provide 790,797 O O +further 798,805 O O +enhancements 806,818 O B-Task +in 819,821 O I-Task +corrosion 822,831 O I-Task +performance 832,843 O I-Task +during 844,850 O O +normal 851,857 O O +operating 858,867 O O +conditions 868,878 O O +enabling 879,887 O O +the 888,891 O O +development 892,903 O B-Task +of 904,906 O I-Task +fuel 907,911 O I-Task +assemblies 912,922 O I-Task +for 923,926 O O +very 927,931 O O +high 932,936 O O +burn 937,941 O O +- 941,942 O O +up 942,944 O O +. 944,945 O O + + +-DOCSTART- (S0022311515300477) + +In 0,2 O O +all 3,6 O O +these 7,12 O O +studies 13,20 O O +, 20,21 O O +the 22,25 O O +association 26,37 O O +between 38,45 O O +the 46,49 O O +transition 50,60 O O +and 61,64 O O +lateral 65,72 O O +cracking 73,81 O O +in 82,84 O O +the 85,88 O O +oxide 89,94 O B-Material +layer 95,100 O I-Material +depicts 101,108 O O +some 109,113 O O +interaction 114,125 O O +between 126,133 O O +the 134,137 O O +mechanical 138,148 O O +behaviour 149,158 O O +of 159,161 O O +the 162,165 O O +system 166,172 O O +, 172,173 O O +and 174,177 O O +its 178,181 O O +corrosion 182,191 O O +kinetics 192,200 O O +, 200,201 O O +but 202,205 O O +does 206,210 O O +not 211,214 O O +provide 215,222 O O +a 223,224 O O +clear 225,230 O O +understanding 231,244 O B-Task +of 245,247 O I-Task +the 248,251 O I-Task +morphology 252,262 O I-Task +of 263,265 O I-Task +the 266,269 O I-Task +metal 270,275 O I-Task +: 275,276 O I-Task +oxide 276,281 O I-Task +interface 282,291 O I-Task +during 292,298 O O +the 299,302 O O +corrosion 303,312 O B-Process +process 313,320 O I-Process +, 320,321 O O +at 322,324 O O +the 325,328 O O +nanometre 329,338 O O +level 339,344 O O +. 344,345 O O + +Understanding 346,359 O B-Task +why 360,363 O I-Task +this 364,368 O I-Task +transition 369,379 O I-Task +behaviour 380,389 O I-Task +happens 390,397 O I-Task +is 398,400 O O +critical 401,409 O O +when 410,414 O O +modelling 415,424 O B-Task +the 425,428 O I-Task +rate 429,433 O I-Task +of 434,436 O I-Task +growth 437,443 O I-Task +of 444,446 O I-Task +oxide 447,452 O I-Task +, 452,453 O O +and 454,457 O O +therefore 458,467 O O +to 468,470 O O +the 471,474 O O +lifetime 475,483 O O +prediction 484,494 O O +of 495,497 O O +Zr 498,500 O B-Material +clads 501,506 O I-Material +, 506,507 O O +and 508,511 O O +ultimately 512,522 O O +to 523,525 O O +the 526,529 O O +safety 530,536 O O +of 537,539 O O +nuclear 540,547 O B-Material +power 548,553 O I-Material +reactors 554,562 O I-Material +. 562,563 O O + +No 564,566 O O +model 567,572 O O +will 573,577 O O +be 578,580 O O +complete 581,589 O O +without 590,597 O O +a 598,599 O O +nanoscale 600,609 O O +understanding 610,623 O B-Task +of 624,626 O I-Task +what 627,631 O I-Task +is 632,634 O I-Task +going 635,640 O I-Task +on 641,643 O I-Task +during 644,650 O I-Task +oxidation 651,660 O I-Task +. 660,661 O O + +Thus 662,666 O O +, 666,667 O O +it 668,670 O O +is 671,673 O O +essential 674,683 O O +that 684,688 O O +the 689,692 O O +oxide 693,698 O B-Material +scale 699,704 O I-Material +and 705,708 O O +the 709,712 O O +top 713,716 O B-Material +layers 717,723 O I-Material +of 724,726 O I-Material +the 727,730 O I-Material +metal 731,736 O I-Material +are 737,740 O O +studied 741,748 O O +at 749,751 O O +nanometre 752,761 O O +resolution 762,772 O O +to 773,775 O O +reveal 776,782 O O +the 783,786 O O +detailed 787,795 O O +structural 796,806 O B-Process +and 807,810 O I-Process +chemical 811,819 O I-Process +changes 820,827 O I-Process +associated 828,838 O O +with 839,843 O O +diffusion 844,853 O B-Process +of 854,856 O I-Process +oxygen 857,863 O I-Process +and 864,867 O O +the 868,871 O O +resulting 872,881 O O +oxidation 882,891 O B-Process +of 892,894 O I-Process +the 895,898 O I-Process +metal 899,904 O I-Process +. 904,905 O O + +Whilst 906,912 O O +a 913,914 O O +number 915,921 O O +of 922,924 O O +techniques 925,935 O O +have 936,940 O O +been 941,945 O O +employed 946,954 O O +for 955,958 O O +this 959,963 O O +purpose 964,971 O O +, 971,972 O O +it 973,975 O O +is 976,978 O O +clear 979,984 O O +that 985,989 O O +various 990,997 O O +techniques 998,1008 O O +within 1009,1015 O O +transmission 1016,1028 O B-Process +electron 1029,1037 O I-Process +microscopy 1038,1048 O I-Process +( 1049,1050 O O +TEM 1050,1053 O B-Process +) 1053,1054 O O +will 1055,1059 O O +be 1060,1062 O O +among 1063,1068 O O +the 1069,1072 O O +most 1073,1077 O O +versatile 1078,1087 O O +and 1088,1091 O O +informative 1092,1103 O O +for 1104,1107 O O +this 1108,1112 O O +purpose 1113,1120 O O +, 1120,1121 O O +although 1122,1130 O O +additional 1131,1141 O O +information 1142,1153 O O +can 1154,1157 O O +be 1158,1160 O O +added 1161,1166 O O +by 1167,1169 O O +techniques 1170,1180 O O +such 1181,1185 O O +as 1186,1188 O O +atom 1189,1193 O B-Process +probe 1194,1199 O I-Process +tomography 1200,1210 O I-Process +. 1210,1211 O O + + +-DOCSTART- (S0022311515300830) + +Solid 0,5 O B-Material +pieces 6,12 O I-Material +of 13,15 O O +23–114 16,22 O O +mg 23,25 O O +were 26,30 O O +further 31,38 O O +used 39,43 O O +to 44,46 O O +measure 47,54 O B-Process +the 55,58 O I-Process +enthalpy 59,67 O I-Process +increments 68,78 O I-Process +using 79,84 O O +a 85,86 O O +Setaram 87,94 O B-Process +Multi 95,100 O I-Process +- 100,101 O I-Process +detector 101,109 O I-Process +High 110,114 O I-Process +Temperature 115,126 O I-Process +Calorimeter 127,138 O I-Process +( 139,140 O O +MDHTC-96 140,148 O B-Process +) 148,149 O O +using 150,155 O O +a 156,157 O O +drop 158,162 O B-Process +detector 163,171 O I-Process +. 171,172 O O + +For 173,176 O O +more 177,181 O O +details 182,189 O O +about 190,195 O O +the 196,199 O O +technique 200,209 O O +we 210,212 O O +refer 213,218 O O +to 219,221 O O +our 222,225 O O +previous 226,234 O O +studies 235,242 O O +[ 243,244 O O +9,10 244,248 O O +] 248,249 O O +. 249,250 O O + +The 251,254 O O +measurements 255,267 O O +were 268,272 O O +carried 273,280 O O +out 281,284 O O +under 285,290 O O +an 291,293 O O +argon 294,299 O B-Material +atmosphere 300,310 O O +( 311,312 O O +with 312,316 O O +an 317,319 O O +oxygen 320,326 O B-Material +content 327,334 O O +of 335,337 O O +7 338,339 O O +ppm 340,343 O O +) 343,344 O O +, 344,345 O O +using 346,351 O O +pure 352,356 O O +platinum 357,365 O B-Material +ingots 366,372 O I-Material +( 373,374 O O +64–144 374,380 O O +mg 381,383 O O +) 383,384 O O +of 385,387 O O +99.95 388,393 O O +at 394,396 O O +% 397,398 O O +purity 399,405 O O +as 406,408 O O +a 409,410 O O +reference 411,420 O B-Material +material 421,429 O I-Material +. 429,430 O O + +The 431,434 O O +temperature 435,446 O O +range 447,452 O O +of 453,455 O O +the 456,459 O O +experiment 460,470 O O +was 471,474 O O +from 475,479 O O +430.3 480,485 O O +K 486,487 O O +to 488,490 O O +1088.8 491,497 O O +K 498,499 O O +using 500,505 O O +steps 506,511 O O +of 512,514 O O +50 515,517 O O + +K. 518,520 O O +Each 521,525 O O +isothermal 526,536 O B-Process +run 537,540 O I-Process +consisted 541,550 O O +of 551,553 O O +2–4 554,557 O B-Material +drops 558,563 O I-Material +of 564,566 O I-Material +Bi2UO6 567,573 O I-Material +samples 574,581 O I-Material +, 581,582 O O +each 583,587 O O +surrounded 588,598 O O +by 599,601 O O +two 602,605 O O +drops 606,611 O O +of 612,614 O O +platinum 615,623 O B-Material +from 624,628 O O +which 629,634 O O +the 635,638 O O +sensitivity 639,650 O O +of 651,653 O O +the 654,657 O O +device 658,664 O O +was 665,668 O O +determined 669,679 O O +. 679,680 O O + +The 681,684 O O +drops 685,690 O O +were 691,695 O O +separated 696,705 O O +by 706,708 O O +time 709,713 O O +intervals 714,723 O O +of 724,726 O O +20 727,729 O O +min 730,733 O O +, 733,734 O O +long 735,739 O O +enough 740,746 O O +to 747,749 O O +re 750,752 O O +- 752,753 O O +stabilize 753,762 O O +the 763,766 O O +monitored 767,776 O O +heat 777,781 O B-Process +flow 782,786 O I-Process +signal 787,793 O O +. 793,794 O O + +Background 795,805 O B-Process +subtraction 806,817 O I-Process +and 818,821 O I-Process +peak 822,826 O I-Process +integration 827,838 O I-Process +were 839,843 O O +performed 844,853 O O +using 854,859 O O +commercially 860,872 O B-Material +available 873,882 O I-Material +software 883,891 O I-Material +for 892,895 O I-Material +data 896,900 O I-Material +processing 901,911 O I-Material +. 911,912 O O + +The 913,916 O O +reported 917,925 O O +temperatures 926,938 O O +were 939,943 O O +corrected 944,953 O B-Process +in 954,956 O O +accordance 957,967 O O +with 968,972 O O +the 973,976 O O +calibration 977,988 O O +curve 989,994 O O +obtained 995,1003 O O +prior 1004,1009 O O +to 1010,1012 O O +measurement 1013,1024 O O +using 1025,1030 O O +several 1031,1038 O O +high 1039,1043 O B-Material +purity 1044,1050 O I-Material +standard 1051,1059 O I-Material +metals 1060,1066 O I-Material +( 1067,1068 O O +Sn 1068,1070 O B-Material +, 1070,1071 O O +Pb 1072,1074 O B-Material +, 1074,1075 O O +Zn 1076,1078 O B-Material +, 1078,1079 O O +Al 1080,1082 O B-Material +, 1082,1083 O O +Ag 1084,1086 O B-Material +, 1086,1087 O O +Ni 1088,1090 O B-Material +) 1090,1091 O O +with 1092,1096 O O +various 1097,1104 O O +melting 1105,1112 O O +temperatures 1113,1125 O O +in 1126,1128 O O +order 1129,1134 O O +to 1135,1137 O O +cover 1138,1143 O O +the 1144,1147 O O +whole 1148,1153 O O +temperature 1154,1165 O O +range 1166,1171 O O +of 1172,1174 O O +the 1175,1178 O O +measurement 1179,1190 O O +. 1190,1191 O O + +After 1192,1197 O O +drop 1198,1202 O O +calorimetric 1203,1215 O B-Process +measurements 1216,1228 O I-Process +at 1229,1231 O O +the 1232,1235 O O +maximum 1236,1243 O O +considered 1244,1254 O O +temperature 1255,1266 O O +, 1266,1267 O O +the 1268,1271 O O +material 1272,1280 O O +was 1281,1284 O O +subjected 1285,1294 O O +to 1295,1297 O O +a 1298,1299 O O +new 1300,1303 O O +XRD 1304,1307 O B-Process +measurement 1308,1319 O O +, 1319,1320 O O +confirming 1321,1331 O O +the 1332,1335 O O +stability 1336,1345 O O +of 1346,1348 O O +the 1349,1352 O O +compound 1353,1361 O B-Material +under 1362,1367 O O +the 1368,1371 O O +experimental 1372,1384 O O +conditions 1385,1395 O O +. 1395,1396 O O + + +-DOCSTART- (S0022311515301069) + +The 0,3 O O +fluence 4,11 O B-Task +of 12,14 O I-Task +each 15,19 O I-Task +capsule 20,27 O I-Task +was 28,31 O O +determined 32,42 O O +by 43,45 O O +using 46,51 O O +activation 52,62 O B-Material +monitor 63,70 O I-Material +sets 71,75 O I-Material +. 75,76 O I-Material + +These 77,82 O O +monitor 83,90 O B-Material +sets 91,95 O I-Material +consist 96,103 O O +of 104,106 O O +different 107,116 O O +metal 117,122 O B-Material +wire 123,127 O I-Material +pieces 128,134 O I-Material +that 135,139 O O +have 140,144 O O +an 145,147 O O +activation 148,158 O O +reaction 159,167 O O +at 168,170 O O +a 171,172 O O +specific 173,181 O O +energy 182,188 O O +range 189,194 O O +. 194,195 O O + +The 196,199 O O +different 200,209 O O +activation 210,220 O O +energies 221,229 O O +are 230,233 O O +chosen 234,240 O O +in 241,243 O O +such 244,248 O O +a 249,250 O O +way 251,254 O O +that 255,259 O O +the 260,263 O O +spectrum 264,272 O O +can 273,276 O O +be 277,279 O O +reconstructed 280,293 O O +. 293,294 O O + +In 295,297 O O +BODEX 298,303 O O +, 303,304 O O +each 305,309 O O +capsule 310,317 O B-Material +contained 318,327 O O +a 328,329 O O +flux 330,334 O B-Material +monitor 335,342 O I-Material +set 343,346 O I-Material +on 347,349 O O +the 350,353 O O +‘ 354,355 O O +back 355,359 O O +side’ 360,365 O O +( 366,367 O O +as 367,369 O O +seen 370,374 O O +from 375,379 O O +the 380,383 O O +core 384,388 O O +) 388,389 O O +and 390,393 O O +one 394,397 O O +on 398,400 O O +the 401,404 O O +front 405,410 O O +side 411,415 O O +, 415,416 O O +positioned 417,427 O O +at 428,430 O O +the 431,434 O O +central 435,442 O O +height 443,449 O O +of 450,452 O O +the 453,456 O O +capsules 457,465 O B-Material +. 465,466 O O + +Additionally 467,479 O O +, 479,480 O O +one 481,484 O O +detector 485,493 O B-Material +was 494,497 O O +placed 498,504 O O +at 505,507 O O +the 508,511 O O +top 512,515 O O +and 516,519 O O +one 520,523 O O +at 524,526 O O +the 527,530 O O +bottom 531,537 O O +, 537,538 O O +resulting 539,548 O O +in 549,551 O O +a 552,553 O O +total 554,559 O O +of 560,562 O O +6 563,564 O O +monitor 565,572 O B-Material +sets 573,577 O O +per 578,581 O O +leg 582,585 O O +. 585,586 O O + +The 587,590 O O +fluence 591,598 O O +in 599,601 O O +each 602,606 O O +capsule 607,614 O B-Material +was 615,618 O O +determined 619,629 O O +as 630,632 O O +the 633,636 O O +average 637,644 O O +between 645,652 O O +the 653,656 O O +two 657,660 O O +flux 661,665 O B-Material +monitor 666,673 O I-Material +located 674,681 O O +in 682,684 O O +each 685,689 O O +capsule 690,697 O B-Material +. 697,698 O O + +The 699,702 O O +sets 703,707 O O +have 708,712 O O +been 713,717 O O +analysed 718,726 O O +by 727,729 O O +determining 730,741 O B-Task +the 742,745 O I-Task +activation 746,756 O I-Task +of 757,759 O I-Task +each 760,764 O I-Task +wire 765,769 O I-Task +piece 770,775 O I-Task +, 775,776 O O +which 777,782 O O +indicates 783,792 O O +the 793,796 O O +fluence 797,804 O B-Process +of 805,807 O O +a 808,809 O O +specific 810,818 O O +energy 819,825 O O +range 826,831 O O +. 831,832 O O + +Table 833,838 O O +3 839,840 O O +show 841,845 O O +the 846,849 O O +values 850,856 O O +of 857,859 O O +the 860,863 O O +fluences 864,872 O B-Process +for 873,876 O O +the 877,880 O O +two 881,884 O O +capsules 885,893 O B-Material +containing 894,904 O O +molybdenum 905,915 O B-Material +. 915,916 O O + + +-DOCSTART- (S0022311515301963) + +Following 0,9 O O +fission 10,17 O B-Process +, 17,18 O O +noble 19,24 O B-Material +gas 25,28 O I-Material +atoms 29,34 O I-Material +will 35,39 O O +be 40,42 O O +distributed 43,54 O O +in 55,57 O O +the 58,61 O O +fuel 62,66 O B-Process +matrix 67,73 O I-Process +initially 74,83 O O +accommodated 84,96 O O +at 97,99 O O +point 100,105 O B-Process +defects 106,113 O I-Process +trap 114,118 O I-Process +sites 119,124 O I-Process +, 124,125 O O +generally 126,135 O O +thought 136,143 O O +to 144,146 O O +be 147,149 O O +Schottky 150,158 O B-Process +trivacancy 159,169 O I-Process +defects 170,177 O I-Process + +[ 178,179 O O +4,5,31 179,185 O O +] 185,186 O O +. 186,187 O O + +Diffusion 188,197 O B-Process +to 198,200 O O +either 201,207 O O +bubbles 208,215 O B-Material +or 216,218 O O +grain 219,224 O B-Material +boundaries 225,235 O I-Material +is 236,238 O O +then 239,243 O O +facilitated 244,255 O O +by 256,258 O O +associating 259,270 O O +a 271,272 O O +further 273,280 O O +uranium 281,288 O B-Material +vacancy 289,296 O O +defect 297,303 O O +for 304,307 O O +the 308,311 O O +gas 312,315 O B-Material +atom 316,320 O I-Material +to 321,323 O O +‘ 324,325 O B-Process +hop’ 325,329 O I-Process +into 330,334 O I-Process +, 334,335 O O +with 336,340 O O +the 341,344 O O +original 345,353 O O +vacancy 354,361 O O +then 362,366 O O +able 367,371 O O +to 372,374 O O +loop 375,379 O B-Process +around 380,386 O I-Process +to 387,389 O O +ensure 390,396 O O +continued 397,406 O O +diffusion 407,416 O B-Process +. 416,417 O O + +The 418,421 O O +rate 422,426 O O +determining 427,438 O O +step 439,443 O O +in 444,446 O O +the 447,450 O O +process 451,458 O O +is 459,461 O O +not 462,465 O O +the 466,469 O O +migration 470,479 O B-Process +of 480,482 O O +the 483,486 O O +Xe 487,489 O B-Material +itself 490,496 O O +but 497,500 O O +rather 501,507 O O +the 508,511 O O +rearrangement 512,525 O B-Process +of 526,528 O O +the 529,532 O O +VU 533,535 O B-Process +defect 536,542 O I-Process +to 543,545 O O +facilitate 546,556 O O +net 557,560 O O +Xe 561,563 O B-Process +diffusion 564,573 O I-Process +[ 574,575 O O +6–8 575,578 O O +] 578,579 O O +. 579,580 O O + +Activation 581,591 O B-Process +energies 592,600 O O +for 601,604 O O +the 605,608 O O +overall 609,616 O O +process 617,624 O O +depend 625,631 O O +on 632,634 O O +the 635,638 O O +availability 639,651 O O +of 652,654 O O +the 655,658 O O +defect 659,665 O B-Process +trap 666,670 O I-Process +sites 671,676 O I-Process +, 676,677 O O +which 678,683 O O +in 684,686 O O +turn 687,691 O O +depends 692,699 O O +on 700,702 O O +the 703,706 O O +crystal 707,714 O B-Process +stoichiometry 715,728 O I-Process +. 728,729 O O + +For 730,733 O O +Xe 734,736 O B-Process +diffusion 737,746 O I-Process +in 747,749 O O +UO2−x 750,755 O B-Material +, 755,756 O O +UO2 757,760 O B-Material +and 761,764 O O +UO2+x 765,770 O B-Material +the 771,774 O O +activation 775,785 O O +energies 786,794 O O +calculated 795,805 O O +using 806,811 O O +DFT 812,815 O B-Process +are 816,819 O O +7.04–12.92 820,830 O O +eV 831,833 O O +, 833,834 O O +4.15–7.88 835,844 O O +eV 845,847 O O +and 848,851 O O +1.38–4.07 852,861 O O +eV 862,864 O O +with 865,869 O O +the 870,873 O O +ranges 874,880 O O +reflecting 881,891 O O +the 892,895 O O +way 896,899 O O +the 900,903 O O +calculations 904,916 O O +were 917,921 O O +performed 922,931 O O +depending 932,941 O O +on 942,944 O O +the 945,948 O O +charge 949,955 O B-Process +states 956,962 O O +of 963,965 O O +the 966,969 O O +defects 970,977 O O +involved 978,986 O O +and 987,990 O O +the 991,994 O O +presence 995,1003 O O +of 1004,1006 O O +a 1007,1008 O O +Jahn 1009,1013 O O +– 1013,1014 O O + +Teller 1014,1020 O O +distortion 1021,1031 O O +[ 1032,1033 O O +7 1033,1034 O O +] 1034,1035 O O +. 1035,1036 O O + +Activation 1037,1047 O O +energies 1048,1056 O O +calculated 1057,1067 O O +using 1068,1073 O O +empirical 1074,1083 O B-Process +pair 1084,1088 O I-Process +potentials 1089,1099 O I-Process +can 1100,1103 O O +vary 1104,1108 O O +strongly 1109,1117 O O +depending 1118,1127 O O +on 1128,1130 O O +the 1131,1134 O O +choice 1135,1141 O O +of 1142,1144 O O +potential 1145,1154 O B-Process +. 1154,1155 O O + +Govers 1156,1162 O O +et 1163,1165 O O +al 1166,1168 O O +. 1168,1169 O O + +examined 1170,1178 O O +three 1179,1184 O O +different 1185,1194 O O +potentials 1195,1205 O B-Process +for 1206,1209 O O +UO2 1210,1213 O B-Material +( 1214,1215 O O +those 1215,1220 O O +of 1221,1223 O O +Basak 1224,1229 O O +[ 1230,1231 O O +9 1231,1232 O O +] 1232,1233 O O +, 1233,1234 O O +Jackson 1235,1242 O O +[ 1243,1244 O O +10 1244,1246 O O +] 1246,1247 O O +and 1248,1251 O O +Morelon 1252,1259 O O +[ 1260,1261 O O +11 1261,1263 O O +] 1263,1264 O O +) 1264,1265 O O +coupled 1266,1273 O O +with 1274,1278 O O +different 1279,1288 O O +parameterisations 1289,1306 O O +for 1307,1310 O O +the 1311,1314 O O +U 1315,1316 O O + +– 1316,1317 O O + +Xe 1317,1319 O O +and 1320,1323 O O +O 1324,1325 O O +– 1325,1326 O O + +Xe 1326,1328 O O +interactions 1329,1341 O O +from 1342,1346 O O +Geng 1347,1351 O O +[ 1352,1353 O O +12 1353,1355 O O +] 1355,1356 O O +and 1357,1360 O O +Nicoll 1361,1367 O O +[ 1368,1369 O O +13 1369,1371 O O +] 1371,1372 O O +and 1373,1376 O O +recommend 1377,1386 O O +values 1387,1393 O O +of 1394,1396 O O +6.5 1397,1400 O O +eV 1401,1403 O O +, 1403,1404 O O +4.5 1405,1408 O O +eV 1409,1411 O O +and 1412,1415 O O +2.4 1416,1419 O O +eV 1420,1422 O O +[ 1423,1424 O O +6 1424,1425 O O +] 1425,1426 O O +for 1427,1430 O O +the 1431,1434 O O +different 1435,1444 O O +stoichiometric 1445,1459 O O +regimes 1460,1467 O O +in 1468,1470 O O +very 1471,1475 O O +good 1476,1480 O O +agreement 1481,1490 O O +with 1491,1495 O O +the 1496,1499 O O +experimental 1500,1512 O O +values 1513,1519 O O +of 1520,1522 O O +6.0 1523,1526 O O +eV 1527,1529 O O +, 1529,1530 O O +3.9 1531,1534 O O +eV 1535,1537 O O +and 1538,1541 O O +1.7 1542,1545 O O +eV 1546,1548 O O +respectively 1549,1561 O O +[ 1562,1563 O O +14 1563,1565 O O +] 1565,1566 O O +. 1566,1567 O O + + +-DOCSTART- (S0022311515303640) + +Ferritic 0,8 O B-Material +and 9,12 O I-Material +martensitic 13,24 O I-Material +steels 25,31 O I-Material +are 32,35 O O +candidate 36,45 O O +materials 46,55 O O +for 56,59 O O +use 60,63 O O +in 64,66 O O +nuclear 67,74 O B-Material +reactors 75,83 O I-Material +[ 84,85 O O +1,2 85,88 O O +] 88,89 O O +. 89,90 O O + +The 91,94 O O +transmutation 95,108 O B-Material +- 108,109 O I-Material +created 109,116 O I-Material +inert 117,122 O I-Material +gas 123,126 O I-Material +, 126,127 O O +especially 128,138 O O +He 139,141 O B-Material +, 141,142 O O +plays 143,148 O O +an 149,151 O O +important 152,161 O O +role 162,166 O O +in 167,169 O O +the 170,173 O O +microstructural 174,189 O B-Task +evolution 190,199 O I-Task +of 200,202 O I-Task +these 203,208 O I-Task +steels 209,215 O I-Task +under 216,221 O I-Task +neutron 222,229 O I-Task +irradiation 230,241 O I-Task +. 241,242 O O + +In 243,245 O O +a 246,247 O O +previous 248,256 O O +paper 257,262 O O +[ 263,264 O O +3 264,265 O O +] 265,266 O O +the 267,270 O O +mechanisms 271,281 O B-Task +by 282,284 O I-Task +which 285,290 O I-Task +He 291,293 O I-Task +in 294,296 O I-Task +a 297,298 O I-Task +perfect 299,306 O I-Task +body 307,311 O I-Task +- 311,312 O I-Task +centred 312,319 O I-Task +- 319,320 O I-Task +cubic 320,325 O I-Task +( 326,327 O I-Task +bcc 327,330 O I-Task +) 330,331 O I-Task +Fe 332,334 O I-Task +lattice 335,342 O I-Task +, 342,343 O I-Task +can 344,347 O I-Task +agglomerate 348,359 O I-Task +into 360,364 O I-Task +bubbles 365,372 O I-Task +was 373,376 O O +discussed 377,386 O O +. 386,387 O O + +It 388,390 O O +was 391,394 O O +shown 395,400 O O +that 401,405 O O +small 406,411 O O +He 412,414 O B-Material +interstitial 415,427 O I-Material +clusters 428,436 O I-Material +are 437,440 O O +highly 441,447 O O +mobile 448,454 O O +but 455,458 O O +become 459,465 O O +effectively 466,477 O O +pinned 478,484 O O +with 485,489 O O +the 490,493 O O +emission 494,502 O O +of 503,505 O O +Fe 506,508 O B-Material +interstitials 509,522 O I-Material +when 523,527 O O +the 528,531 O O +clusters 532,540 O O +contain 541,548 O O +5 549,550 O O +or 551,553 O O +more 554,558 O O +He 559,561 O B-Material +atoms 562,567 O I-Material +. 567,568 O O + +Small 569,574 O O +bubbles 575,582 O B-Material +up 583,585 O O +to 586,588 O O +around 589,595 O O +1.5 596,599 O O +nm 600,602 O O +in 603,605 O O +diameter 606,614 O O +can 615,618 O O +easily 619,625 O O +form 626,630 O O +at 631,633 O O +room 634,638 O O +temperature 639,650 O O +from 651,655 O O +such 656,660 O O +seed 661,665 O O +points 666,672 O O +but 673,676 O O +larger 677,683 O O +bubbles 684,691 O B-Material +are 692,695 O O +more 696,700 O O +difficult 701,710 O O +to 711,713 O O +form 714,718 O O +by 719,721 O O +diffusion 722,731 O B-Process +alone 732,737 O O +due 738,741 O O +to 742,744 O O +the 745,748 O O +induced 749,756 O B-Process +strain 757,763 O I-Process +in 764,766 O O +the 767,770 O O +bcc 771,774 O B-Material +lattice 775,782 O I-Material +which 783,788 O O +increases 789,798 O O +the 799,802 O O +energy 803,809 O O +barriers 810,818 O O +for 819,822 O O +diffusion 823,832 O B-Material +towards 833,840 O O +the 841,844 O O +bubbles 845,852 O B-Material +whilst 853,859 O O +reducing 860,868 O O +them 869,873 O O +in 874,876 O O +a 877,878 O O +direction 879,888 O O +away 889,893 O O +from 894,898 O O +the 899,902 O O +bubbles 903,910 O B-Material +. 910,911 O O + +Subsequent 912,922 O O +bubble 923,929 O B-Process +enlargement 930,941 O I-Process +can 942,945 O O +then 946,950 O O +only 951,955 O O +occur 956,961 O O +either 962,968 O O +through 969,976 O O +increased 977,986 O O +temperature 987,998 O O +or 999,1001 O O +by 1002,1004 O O +radiation 1005,1014 O B-Process +induced 1015,1022 O I-Process +mechanisms 1023,1033 O I-Process +which 1034,1039 O O +increase 1040,1048 O O +the 1049,1052 O O +number 1053,1059 O O +of 1060,1062 O O +vacancies 1063,1072 O O +in 1073,1075 O O +the 1076,1079 O O +bubble 1080,1086 O B-Material +and 1087,1090 O O +reduce 1091,1097 O B-Task +the 1098,1101 O I-Task +lattice 1102,1109 O I-Task +strain 1110,1116 O I-Task +. 1116,1117 O O + +Emission 1118,1126 O B-Process +of 1127,1129 O I-Process +interracial 1130,1141 O I-Process +loops 1142,1147 O I-Process +from 1148,1152 O O +such 1153,1157 O O +a 1158,1159 O O +bubble 1160,1166 O B-Material +was 1167,1170 O O +not 1171,1174 O O +observed 1175,1183 O O +in 1184,1186 O O +molecular 1187,1196 O B-Process +dynamics 1197,1205 O I-Process +simulations 1206,1217 O I-Process +. 1217,1218 O O + + +-DOCSTART- (S0029549314001551) + +An 0,2 O O +increase 3,11 O O +of 12,14 O O +neutron 15,22 O B-Process +leakage 23,30 O I-Process +from 31,35 O O +the 36,39 O O +core 40,44 O B-Material +region 45,51 O I-Material +can 52,55 O O +be 56,58 O O +achieved 59,67 O O +through 68,75 O O +modifications 76,89 O B-Process +in 90,92 O I-Process +the 93,96 O I-Process +core 97,101 O I-Process +geometry 102,110 O I-Process +( 111,112 O O +usually 112,119 O O +by 120,122 O O +adopting 123,131 O O +a 132,133 O O +pan 134,137 O B-Process +- 137,138 O I-Process +cake 138,142 O I-Process +geometry 143,151 O I-Process +of 152,154 O I-Process +the 155,158 O I-Process +active 159,165 O I-Process +core 166,170 O I-Process +region 171,177 O I-Process +at 178,180 O O +the 181,184 O O +expense 185,192 O O +of 193,195 O O +the 196,199 O O +general 200,207 O O +neutron 208,215 O B-Material +economy 216,223 O O +) 223,224 O O +. 224,225 O O + +Extensive 226,235 O O +studies 236,243 O O +determined 244,254 O O +a 255,256 O O +set 257,260 O O +of 261,263 O O +core 264,268 O B-Task +design 269,275 O I-Task +modifications 276,289 O I-Task +that 290,294 O I-Task +optimised 295,304 O I-Task +the 305,308 O I-Task +total 309,314 O I-Task +sodium 315,321 O I-Task +void 322,326 O I-Task +reactivity 327,337 O I-Task +( 338,339 O O +becoming 339,347 O O +less 348,352 O O +positive 353,361 O O +) 361,362 O O +. 362,363 O O + +Among 364,369 O O +the 370,373 O O +most 374,378 O O +efficient 379,388 O O +design 389,395 O B-Process +solutions 396,405 O I-Process +identified 406,416 O O +is 417,419 O O +an 420,422 O O +enlarged 423,431 O B-Process +sodium 432,438 O I-Process +plenum 439,445 O I-Process +above 446,451 O O +the 452,455 O O +active 456,462 O O +core 463,467 O B-Material +region 468,474 O O +in 475,477 O O +combination 478,489 O O +with 490,494 O O +an 495,497 O O +absorber 498,506 O B-Process +layer 507,512 O I-Process +above 513,518 O O +the 519,522 O O +sodium 523,529 O B-Material +plenum 530,536 O I-Material +( 537,538 O O +to 538,540 O O +reduce 541,547 O B-Task +neutron 548,555 O I-Task +backscattering 556,570 O I-Task +from 571,575 O I-Task +the 576,579 O I-Task +reflector 580,589 O I-Task +region 590,596 O I-Task +above 597,602 O I-Task +the 603,606 O I-Task +plenum 607,613 O I-Task +) 613,614 O O +. 614,615 O O + +Fig 616,619 O O +. 619,620 O O + +19 621,623 O O +shows 624,629 O O +the 630,633 O O +combined 634,642 O O +effect 643,649 O O +of 650,652 O O +different 653,662 O O +upper 663,668 O B-Material +plenum 669,675 O I-Material +thicknesses 676,687 O O +of 688,690 O O +the 691,694 O O +absorber 695,703 O B-Material +and 704,707 O I-Material +boron 708,713 O I-Material +layers 714,720 O I-Material +. 720,721 O O + +It 722,724 O O +can 725,728 O O +be 729,731 O O +observed 732,740 O O +that 741,745 O O +the 746,749 O O +sequential 750,760 O O +increase 761,769 O B-Process +of 770,772 O I-Process +the 773,776 O I-Process +layer 777,782 O I-Process +'s 782,784 O I-Process +thickness 785,794 O I-Process +converge 795,803 O O +to 804,806 O O +an 807,809 O O +asymptotic 810,820 O O +value 821,826 O O +of 827,829 O O +reactivity 830,840 O B-Process +reduction 841,850 O I-Process +slightly 851,859 O O +over 860,864 O O +800pcm 865,871 O O +. 871,872 O O + +The 873,876 O O +pair 877,881 O O +of 882,884 O O +values 885,891 O O +selected 892,900 O O +was 901,904 O O +60 905,907 O O +cm 907,909 O O +for 910,913 O O +the 914,917 O O +sodium 918,924 O B-Material +plenum 925,931 O I-Material +and 932,935 O O +30 936,938 O O +cm 938,940 O O +for 941,944 O O +the 945,948 O O +boron 949,954 O B-Material +layer 955,960 O I-Material +. 960,961 O O + +These 962,967 O O +modifications 968,981 O O +implied 982,989 O O +a 990,991 O O +considerable 992,1004 O O +increase 1005,1013 O B-Process +in 1014,1016 O I-Process +the 1017,1020 O I-Process +sub 1021,1024 O I-Process +- 1024,1025 O I-Process +assembly 1025,1033 O I-Process +length 1034,1040 O I-Process +that 1041,1045 O O +was 1046,1049 O O +compensated 1050,1061 O O +by 1062,1064 O O +reducing 1065,1073 O B-Task +the 1074,1077 O I-Task +upper 1078,1083 O I-Task +axial 1084,1089 O I-Task +reflector 1090,1099 O I-Task +width 1100,1105 O I-Task +( 1106,1107 O O +Sun 1107,1110 O O +et 1111,1113 O O +al 1114,1116 O O +. 1116,1117 O O +, 1117,1118 O O +2013 1119,1123 O O +) 1123,1124 O O +. 1124,1125 O O + + +-DOCSTART- (S0029549314002970) + +The 0,3 O O +design 4,10 O O +, 10,11 O O +and 12,15 O O +the 16,19 O O +temperature 20,31 O O +reached 32,39 O O +in 40,42 O O +the 43,46 O O +sample 47,53 O B-Material +holders 54,61 O I-Material +, 61,62 O O +guarantees 63,73 O O +that 74,78 O O +the 79,82 O O +Na 83,85 O B-Material +remains 86,93 O O +liquid 94,100 O O +during 101,107 O O +operation 108,117 O O +to 118,120 O O +improve 121,128 O B-Task +the 129,132 O I-Task +heating 133,140 O I-Task +transfer 141,149 O I-Task +and 150,153 O O +avoiding 154,162 O O +solid 163,168 O B-Process +formation 169,178 O I-Process +( 179,180 O O +too 180,183 O O +cold 184,188 O O +working 189,196 O O +temperature 197,208 O O +) 208,209 O O +or 210,212 O O +sodium 213,219 O B-Process +boiling 220,227 O I-Process +( 228,229 O O +too 229,232 O O +hot 233,236 O O +working 237,244 O O +temperature 245,256 O O +) 256,257 O O +. 257,258 O O + +The 259,262 O O +temperature 263,274 O O +above 275,280 O O +and 281,284 O O +just 285,289 O O +below 290,295 O O +the 296,299 O O +Na 300,302 O B-Material +surface 303,310 O I-Material +will 311,315 O O +be 316,318 O O +monitored 319,328 O B-Process +by 329,331 O I-Process +six 332,335 O I-Process +dedicated 336,345 O I-Process +thermocouples 346,359 O I-Process +. 359,360 O O + +In 361,363 O O +order 364,369 O O +to 370,372 O O +prevent 373,380 O O +oxidation 381,390 O B-Process +of 391,393 O O +the 394,397 O O +Na 398,400 O B-Material +, 400,401 O O +the 402,405 O O +plenum 406,412 O O +of 413,415 O O +the 416,419 O O +1st 420,423 O O +containment 424,435 O O +is 436,438 O O +filled 439,445 O O +with 446,450 O O +high 451,455 O B-Material +- 455,456 O I-Material +purity 456,462 O I-Material +He 463,465 O I-Material +at 466,468 O O +0.1MPa 469,475 O O +, 475,476 O O +sealed 477,483 O O +after 484,489 O O +final 490,495 O O +assembly 496,504 O O +and 505,508 O O +kept 509,513 O O +closed 514,520 O O +during 521,527 O O +in 528,530 O O +- 530,531 O O +pile 531,535 O O +operation 536,545 O O +( 546,547 O O +no 547,549 O O +gas 550,553 O B-Process +circulation 554,565 O I-Process +in 566,568 O O +the 569,572 O O +1st 573,576 O O +containment 577,588 O O +) 588,589 O O +. 589,590 O O + +The 591,594 O O +heat 595,599 O O +generated 600,609 O O +by 610,612 O O +fission 613,620 O B-Process +and 621,624 O I-Process +gamma 625,630 O I-Process +absorption 631,641 O I-Process +in 642,644 O O +the 645,648 O O +materials 649,658 O O +will 659,663 O O +be 664,666 O O +radially 667,675 O O +dissipated 676,686 O O +through 687,694 O O +the 695,698 O O +Na 699,701 O B-Material +bath 702,706 O I-Material +, 706,707 O O +the 708,711 O O +structural 712,722 O O +materials 723,732 O O +and 733,736 O O +the 737,740 O O +gas 741,744 O B-Material +gaps 745,749 O O +by 750,752 O O +conduction 753,763 O O +and 764,767 O O +radiation 768,777 O O +to 778,780 O O +the 781,784 O O +downstream 785,795 O O +primary 796,803 O O +coolant 804,811 O O +of 812,814 O O +the 815,818 O O +TRIO 819,823 O B-Material +wet 824,827 O I-Material +channel 828,835 O I-Material +. 835,836 O O + + +-DOCSTART- (S0031920113000708) + +Geomagnetic 0,11 O B-Process +jerks 12,17 O I-Process +are 18,21 O O +conspicuous 22,33 O O +yet 34,37 O O +poorly 38,44 O O +understood 45,55 O O +phenomena 56,65 O O +of 66,68 O O +Earth 69,74 O B-Material +’s 74,76 O I-Material +magnetic 77,85 O I-Material +field 86,91 O I-Material +, 91,92 O O +motivating 93,103 O O +investigations 104,118 O O +of 119,121 O O +their 122,127 O O +morphology 128,138 O O +and 139,142 O O +the 143,146 O O +theory 147,153 O O +behind 154,160 O O +their 161,166 O O +origins 167,174 O O +. 174,175 O O + +Jerks 176,181 O B-Process +are 182,185 O O +most 186,190 O O +commonly 191,199 O O +defined 200,207 O O +by 208,210 O O +their 211,216 O O +observed 217,225 O O +form 226,230 O O +at 231,233 O O +a 234,235 O O +single 236,242 O O +observatory 243,254 O O +as 255,257 O O +‘ 258,259 O O +V’ 259,261 O O +shapes 262,268 O O +in 269,271 O O +a 272,273 O O +single 274,280 O O +component 281,290 O O +of 291,293 O O +the 294,297 O O +geomagnetic 298,309 O B-Process +secular 310,317 O I-Process +variation 318,327 O I-Process +( 328,329 O O +SV 329,331 O B-Process +) 331,332 O O +, 332,333 O O +the 334,337 O O +first 338,343 O O +time 344,348 O O +derivative 349,359 O O +of 360,362 O O +the 363,366 O O +main 367,371 O B-Material +magnetic 372,380 O I-Material +field 381,386 O I-Material +( 387,388 O O +MF 388,390 O B-Material +) 390,391 O O +. 391,392 O O + +The 393,396 O O +times 397,402 O O +of 403,405 O O +the 406,409 O O +gradient 410,418 O B-Process +changes 419,426 O I-Process +, 426,427 O O +which 428,433 O O +separate 434,442 O O +linear 443,449 O O +trends 450,456 O O +of 457,459 O O +several 460,467 O O +years 468,473 O O +, 473,474 O O +have 475,479 O O +associated 480,490 O O +step 491,495 O O +changes 496,503 O O +in 504,506 O O +the 507,510 O O +second 511,517 O O +time 518,522 O O +derivative 523,533 O O +of 534,536 O O +the 537,540 O O +MF 541,543 O B-Material +( 544,545 O O +secular 545,552 O B-Process +acceleration 553,565 O I-Process +( 566,567 O O +SA 567,569 O B-Process +) 569,570 O O +) 570,571 O O +and 572,575 O O +impulses 576,584 O O +in 585,587 O O +the 588,591 O O +third 592,597 O O +time 598,602 O O +derivative 603,613 O O +. 613,614 O O + +The 615,618 O O +‘ 619,620 O O +V’ 620,622 O O +shape 623,628 O O +SV 629,631 O O +definition 632,642 O O +of 643,645 O O +jerks 646,651 O B-Process +includes 652,660 O O +an 661,663 O O +implicit 664,672 O O +expectation 673,684 O O +of 685,687 O O +a 688,689 O O +‘ 690,691 O B-Process +large’ 691,697 O I-Process +magnitude 698,707 O I-Process +step 708,712 O I-Process +change 713,719 O I-Process +in 720,722 O O +the 723,726 O O +gradient 727,735 O O +without 736,743 O O +definition 744,754 O O +of 755,757 O O +this 758,762 O O +scale 763,768 O O +or 769,771 O O +its 772,775 O O +threshold 776,785 O O +value 786,791 O O +other 792,797 O O +than 798,802 O O +the 803,806 O O +basic 807,812 O O +need 813,817 O O +for 818,821 O O +it 822,824 O O +to 825,827 O O +be 828,830 O O +observable 831,841 O O +in 842,844 O O +the 845,848 O O +data 849,853 O O +above 854,859 O O +the 860,863 O O +highly 864,870 O O +variable 871,879 O O +background 880,890 O O +noise 891,896 O O +. 896,897 O O + +Jerks 898,903 O B-Process +can 904,907 O O +be 908,910 O O +described 911,920 O O +by 921,923 O O +their 924,929 O O +amplitude 930,939 O O +, 939,940 O O +that 941,945 O O +is 946,948 O O +, 948,949 O O +the 950,953 O O +difference 954,964 O O +in 965,967 O O +the 968,971 O O +gradients 972,981 O O +of 982,984 O O +the 985,988 O O +two 989,992 O O +linear 993,999 O O +SV 1000,1002 O B-Process +segments 1003,1011 O I-Process +about 1012,1017 O O +a 1018,1019 O O +jerk 1020,1024 O B-Process +, 1024,1025 O O +A 1026,1027 O O += 1027,1028 O O +a2-a1 1028,1033 O O +, 1033,1034 O O +where 1035,1040 O O +a2 1041,1043 O O +is 1044,1046 O O +the 1047,1050 O O +gradient 1051,1059 O O +after 1060,1065 O O +the 1066,1069 O O +jerk 1070,1074 O B-Process +and 1075,1078 O O +a1 1079,1081 O O +is 1082,1084 O O +the 1085,1088 O O +gradient 1089,1097 O O +before 1098,1104 O O +the 1105,1108 O O +jerk 1109,1113 O B-Process +. 1113,1114 O O + +This 1115,1119 O O +measure 1120,1127 O O +is 1128,1130 O O +essentially 1131,1142 O O +the 1143,1146 O O +best 1147,1151 O O +fit 1152,1155 O O +SA 1156,1158 O B-Process +change 1159,1165 O I-Process +across 1166,1172 O O +a 1173,1174 O O +jerk 1175,1179 O B-Process +. 1179,1180 O O + +Jerk 1181,1185 O B-Process +amplitude 1186,1195 O I-Process +is 1196,1198 O O +thus 1199,1203 O O +positive 1204,1212 O O +for 1213,1216 O O +a 1217,1218 O O +positive 1219,1227 O O +step 1228,1232 O O +in 1233,1235 O O +SA 1236,1238 O B-Process +and 1239,1242 O O +negative 1243,1251 O O +for 1252,1255 O O +a 1256,1257 O O +negative 1258,1266 O O +step 1267,1271 O O +. 1271,1272 O O + +Here 1273,1277 O O +we 1278,1280 O O +do 1281,1283 O O +not 1284,1287 O O +consider 1288,1296 O O +spatial 1297,1304 O O +extent 1305,1311 O O +in 1312,1314 O O +our 1315,1318 O O +definition 1319,1329 O O +and 1330,1333 O O +refer 1334,1339 O O +to 1340,1342 O O +individual 1343,1353 O O +features 1354,1362 O O +in 1363,1365 O O +one 1366,1369 O O +field 1370,1375 O O +component 1376,1385 O O +of 1386,1388 O O +a 1389,1390 O O +given 1391,1396 O O +observatory 1397,1408 O O +time 1409,1413 O O +series 1414,1420 O O +as 1421,1423 O O +a 1424,1425 O O +single 1426,1432 O O +jerk 1433,1437 O B-Process +. 1437,1438 O O + + +-DOCSTART- (S0031920113001222) + +Seismic 0,7 O B-Process +tomography 8,18 O I-Process +is 19,21 O O +a 22,23 O O +powerful 24,32 O O +tool 33,37 O O +to 38,40 O O +investigate 41,52 O B-Task +the 53,56 O I-Task +deep 57,61 O I-Task +structure 62,71 O I-Task +under 72,77 O I-Task +the 78,81 O I-Task +volcanoes 82,91 O I-Task +. 91,92 O O + +With 93,97 O O +the 98,101 O O +recently 102,110 O O +rapid 111,116 O O +development 117,128 O O +of 129,131 O O +Chinese 132,139 O O +provincial 140,150 O B-Process +seismic 151,158 O I-Process +networks 159,167 O I-Process +( 168,169 O O +Zheng 169,174 O O +et 175,177 O O +al 178,180 O O +. 180,181 O O +, 181,182 O O +2009 183,187 O O +, 187,188 O O +2010 189,193 O O +) 193,194 O O +and 195,198 O O +some 199,203 O O +portable 204,212 O B-Process +seismic 213,220 O I-Process +arrays 221,227 O I-Process +( 228,229 O O +Hetland 229,236 O O +et 237,239 O O +al 240,242 O O +. 242,243 O O +, 243,244 O O +2004 245,249 O O +; 249,250 O O +Duan 251,255 O O +et 256,258 O O +al 259,261 O O +. 261,262 O O +, 262,263 O O +2009 264,268 O O +; 268,269 O O +Lei 270,273 O O +et 274,276 O O +al 277,279 O O +. 279,280 O O +, 280,281 O O +2012b 282,287 O O +) 287,288 O O +around 289,295 O O +the 296,299 O O +volcanoes 300,309 O O +, 309,310 O O +it 311,313 O O +has 314,317 O O +become 318,324 O O +possible 325,333 O O +to 334,336 O O +image 337,342 O B-Process +the 343,346 O I-Process +detailed 347,355 O I-Process +3-D 356,359 O I-Process +velocity 360,368 O I-Process +structure 369,378 O I-Process +under 379,384 O O +some 385,389 O O +of 390,392 O O +these 393,398 O O +volcanoes 399,408 O O +, 408,409 O O +where 410,415 O O +seismic 416,423 O B-Material +stations 424,432 O I-Material +are 433,436 O O +densely 437,444 O O +spaced 445,451 O O +. 451,452 O O + +In 453,455 O O +this 456,460 O O +overview 461,469 O O +, 469,470 O O +we 471,473 O O +synthesize 474,484 O B-Task +the 485,488 O I-Task +results 489,496 O I-Task +from 497,501 O I-Task +the 502,505 O I-Task +deep 506,510 O I-Task +seismic 511,518 O I-Task +images 519,525 O I-Task +of 526,528 O I-Task +the 529,532 O I-Task +upper 533,538 O I-Task +mantle 539,545 O I-Task +under 546,551 O O +the 552,555 O O +Changbaishan 556,568 O B-Material +, 568,569 O I-Material +Tengchong 570,579 O I-Material +, 579,580 O I-Material +Hainan 581,587 O I-Material +volcanoes 588,597 O I-Material +as 598,600 O I-Material +well 601,605 O I-Material +as 606,608 O I-Material +the 609,612 O I-Material +Datong 613,619 O I-Material +volcano 620,627 O O +( 628,629 O O +Fig 629,632 O O +. 632,633 O O + +1 634,635 O O +) 635,636 O O +. 636,637 O O + +We 638,640 O O +also 641,645 O O +evaluate 646,654 O O +the 655,658 O O +advantages 659,669 O B-Task +of 670,672 O I-Task +recently 673,681 O I-Task +updated 682,689 O I-Task +seismic 690,697 O I-Task +tomographic 698,709 O I-Task +techniques 710,720 O I-Task +for 721,724 O O +deriving 725,733 O O +potential 734,743 O O +information 744,755 O O +. 755,756 O O + +This 757,761 O O +work 762,766 O O +updates 767,774 O O +a 775,776 O O +previous 777,785 O O +review 786,792 O O +of 793,795 O O +Zhao 796,800 O O +and 801,804 O O +Liu 805,808 O O +( 809,810 O O +2010 810,814 O O +) 814,815 O O +on 816,818 O O +this 819,823 O O +topic 824,829 O O +, 829,830 O O +with 831,835 O O +more 836,840 O O +detailed 841,849 O O +synthesis 850,859 O O +of 860,862 O O +all 863,866 O O +the 867,870 O O +available 871,880 O O +information 881,892 O O +. 892,893 O O + + +-DOCSTART- (S0032386108010392) + +Microhardness 0,13 O B-Task +can 14,17 O O +be 18,20 O O +related 21,28 O O +to 29,31 O O +other 32,37 O O +macroscopic 38,49 O O +mechanical 50,60 O O +properties 61,71 O O +such 72,76 O O +as 77,79 O O +yield 80,85 O O +stress 86,92 O O +, 92,93 O O +σ 94,95 O O +, 95,96 O O +and 97,100 O O +elastic 101,108 O O +modulus 109,116 O O +, 116,117 O O +E 118,119 O O +, 119,120 O O +both 121,125 O O +derived 126,133 O O +from 134,138 O O +compression 139,150 O B-Process +testing 151,158 O I-Process +. 158,159 O O + +For 160,163 O O +work 164,168 O B-Material +- 168,169 O I-Material +hardened 169,177 O I-Material +metals 178,184 O I-Material +, 184,185 O O +Tabor 186,191 O O +derived 192,199 O B-Process +a 200,201 O I-Process +direct 202,208 O I-Process +proportionality 209,224 O I-Process +between 225,232 O O +hardness 233,241 O O +and 242,245 O O +compressive 246,257 O O +yield 258,263 O O +stress 264,270 O O +: 270,271 O O +H≈3σ 272,276 O O +[ 277,278 O O +20 278,280 O O +] 280,281 O O +. 281,282 O O + +However 283,290 O O +, 290,291 O O +it 292,294 O O +was 295,298 O O +soon 299,303 O O +realized 304,312 O O +that 313,317 O O +Tabor 318,323 O O +'s 323,325 O O +relationship 326,338 O O +only 339,343 O O +applies 344,351 O O +to 352,354 O O +materials 355,364 O B-Material +that 365,369 O I-Material +exhibit 370,377 O I-Material +full 378,382 O I-Material +plasticity 383,393 O I-Material +[ 394,395 O O +9,10 395,399 O O +] 399,400 O O +. 400,401 O O + +Deviations 402,412 O B-Task +from 413,417 O I-Task +this 418,422 O I-Task +relationship 423,435 O I-Task +have 436,440 O O +been 441,445 O O +reported 446,454 O O +for 455,458 O O +a 459,460 O O +number 461,467 O O +of 468,470 O O +metals 471,477 O O +, 477,478 O O +glasses 479,486 O B-Material +and 487,490 O O +polymers 491,499 O B-Material +where 500,505 O I-Material +the 506,509 O I-Material +elastic 510,517 O I-Material +strains 518,525 O I-Material +are 526,529 O O +non 530,533 O O +- 533,534 O O +negligible 534,544 O O +[ 545,546 O O +9 546,547 O O +] 547,548 O O +. 548,549 O O + +Hence 550,555 O O +, 555,556 O O +the 557,560 O B-Task +different 561,570 O I-Task +expressions 571,582 O I-Task +describing 583,593 O I-Task +the 594,597 O I-Task +correlation 598,609 O I-Task +of 610,612 O I-Task +hardness 613,621 O I-Task +with 622,626 O I-Task +conventional 627,639 O I-Task +macroscopic 640,651 O I-Task +mechanical 652,662 O I-Task +properties 663,673 O I-Task 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3,5 O O +now 6,9 O O +, 9,10 O O +morphological 11,24 O B-Task +studies 25,32 O I-Task +of 33,35 O O +the 36,39 O O +multi 40,45 O B-Material +- 45,46 O I-Material +component 46,55 O I-Material +polymeric 56,65 O I-Material +materials 66,75 O I-Material +have 76,80 O O +been 81,85 O O +carried 86,93 O O +out 94,97 O O +by 98,100 O O +various 101,108 O O +microscopic 109,120 O B-Process +and 121,124 O I-Process +scattering 125,135 O I-Process +methods 136,143 O I-Process +. 143,144 O O + +Optical 145,152 O B-Material +microscopes 153,164 O I-Material +, 164,165 O O +transmission 166,178 O B-Material +electron 179,187 O I-Material +microscopes 188,199 O I-Material +( 200,201 O O +TEMs 201,205 O B-Material +) 205,206 O O +, 206,207 O O +scanning 208,216 O B-Material +electron 217,225 O I-Material +microscopes 226,237 O I-Material +( 238,239 O O +SEMs 239,243 O B-Material +) 243,244 O O +and 245,248 O O +atomic 249,255 O B-Material +force 256,261 O I-Material +microscopes 262,273 O I-Material +( 274,275 O O +AFMs 275,279 O B-Material +) 279,280 O O +are 281,284 O O +commercially 285,297 O O +available 298,307 O O +and 308,311 O O +widely 312,318 O O +used 319,323 O O +. 323,324 O O + +The 325,328 O O +biggest 329,336 O O +advantage 337,346 O O +of 347,349 O O +microscopy 350,360 O B-Task +is 361,363 O O +that 364,368 O O +they 369,373 O O +provide 374,381 O O +intuitive 382,391 O O +real 392,396 O O +- 396,397 O O +space 397,402 O O +representations 403,418 O O +of 419,421 O O +the 422,425 O O +various 426,433 O O +morphologies 434,446 O O +. 446,447 O O + +However 448,455 O O +, 455,456 O O +when 457,461 O O +it 462,464 O O +comes 465,470 O O +to 471,473 O O +“ 474,475 O O +measurements 475,487 O O +” 487,488 O O +, 488,489 O O +especially 490,500 O O +in 501,503 O O +a 504,505 O O +quantitative 506,518 O O +way 519,522 O O +, 522,523 O O +microscopy 524,534 O B-Task +sometimes 535,544 O O +lacks 545,550 O O +a 551,552 O O +statistical 553,564 O O +accuracy 565,573 O O +due 574,577 O O +to 578,580 O O +the 581,584 O O +small 585,590 O O +field 591,596 O O +of 597,599 O O +view 600,604 O O +. 604,605 O O + +In 606,608 O O +contrast 609,617 O O +, 617,618 O O +the 619,622 O O +scattering 623,633 O B-Process +methods 634,641 O I-Process +provide 642,649 O O +much 650,654 O O +a 655,656 O O +superior 657,665 O O +statistical 666,677 O O +accuracy 678,686 O O +than 687,691 O O +that 692,696 O O +of 697,699 O O +microscopy 700,710 O B-Task +simply 711,717 O O +because 718,725 O O +the 726,729 O O +observation 730,741 O O +volume 742,748 O O +is 749,751 O O +larger 752,758 O O +than 759,763 O O +that 764,768 O O +of 769,771 O O +the 772,775 O O +microscopes 776,787 O B-Material +. 787,788 O O + +One 789,792 O O +must 793,797 O O +remember 798,806 O O +, 806,807 O O +however 808,815 O O +, 815,816 O O +that 817,821 O O +the 822,825 O O +scattering 826,836 O B-Process +methods 837,844 O I-Process +normally 845,853 O O +require 854,861 O O +“ 862,863 O B-Process +( 863,864 O I-Process +hypothesized 864,876 O I-Process +) 876,877 O I-Process +models 878,884 O I-Process +” 884,885 O I-Process +for 886,889 O O +data 890,894 O B-Task +analysis 895,903 O I-Task +in 904,906 O O +advance 907,914 O O +: 914,915 O O +They 916,920 O O +do 921,923 O O +not 924,927 O O +provide 928,935 O O +an 936,938 O O +intuitive 939,948 O O +insight 949,956 O O +into 957,961 O O +the 962,965 O O +morphologies 966,978 O O +as 979,981 O O +does 982,986 O O +microscopy 987,997 O B-Task +. 997,998 O O + +After 999,1004 O O +all 1005,1008 O O +, 1008,1009 O O +for 1010,1013 O O +the 1014,1017 O O +complete 1018,1026 O O +characterization 1027,1043 O O +of 1044,1046 O O +a 1047,1048 O O +specific 1049,1057 O O +morphology 1058,1068 O O +, 1068,1069 O O +one 1070,1073 O O +may 1074,1077 O O +need 1078,1082 O O +to 1083,1085 O O +first 1086,1091 O O +know 1092,1096 O O +the 1097,1100 O O +morphologies 1101,1113 O O +from 1114,1118 O O +the 1119,1122 O O +microscopy 1123,1133 O B-Task +and 1134,1137 O O +subsequently 1138,1150 O O +to 1151,1153 O O +evaluate 1154,1162 O O +the 1163,1166 O O +structural 1167,1177 O O +parameters 1178,1188 O O +by 1189,1191 O O +scattering 1192,1202 O O +on 1203,1205 O O +the 1206,1209 O O +basis 1210,1215 O O +of 1216,1218 O O +the 1219,1222 O O +morphology 1223,1233 O O +; 1233,1234 O O +the 1235,1238 O O +two 1239,1242 O O +methods 1243,1250 O O +are 1251,1254 O O +complementary 1255,1268 O O +. 1268,1269 O O + + +-DOCSTART- (S003238610900086X) + +We 0,2 O O +deal 3,7 O O +with 8,12 O O +the 13,16 O O +intensity 17,26 O O +scattered 27,36 O O +by 37,39 O O +a 40,41 O O +random 42,48 O O +mixture 49,56 O O +of 57,59 O O +deuterated 60,70 O B-Process +/ 70,71 O O +hydrogenated 71,83 O B-Process +PE 84,86 O B-Material +chains 87,93 O I-Material +. 93,94 O O + +The 95,98 O O +algorithm 99,108 O O +used 109,113 O O +by 114,116 O O +us 117,119 O O +to 120,122 O O +evaluate 123,131 O O +the 132,135 O O +Kratky 136,142 O B-Material +plots 143,148 O I-Material +by 149,151 O O +sets 152,156 O O +of 157,159 O O +parallel 160,168 O B-Material +polymer 169,176 O I-Material +stems 177,182 O I-Material +is 183,185 O O +very 186,190 O O +simplified 191,201 O O +. 201,202 O O + +We 203,205 O O +checked 206,213 O O +it 214,216 O O +to 217,219 O O +be 220,222 O O +adequate 223,231 O O +in 232,234 O O +the 235,238 O O +reciprocal 239,249 O O +coordinate 250,260 O O +range 261,266 O O +under 267,272 O O +investigation 273,286 O O +[ 287,288 O O +0 275,276 O O +direction 277,286 O O +are 287,290 O O +found 291,296 O O +, 296,297 O O +indicative 298,308 O O +of 309,311 O O +oxide 312,317 O B-Process +- 317,318 O I-Process +ion 318,321 O I-Process +diffusion 322,331 O I-Process +pathway 332,339 O O +along 340,345 O O +that 346,350 O O +direction 351,360 O O +. 360,361 O O + +In 362,364 O O +the 365,368 O O +literature 369,379 O O +, 379,380 O O +curved 381,387 O O +pathways 388,396 O O +along 397,402 O O +the 403,406 O O +< 407,408 O O +100 408,411 O O +> 411,412 O O +direction 413,422 O O +passing 423,430 O O +through 431,438 O O +the 439,442 O O +48i 443,446 O O +site 447,451 O O +are 452,455 O O +generally 456,465 O O +observed 466,474 O O +in 475,477 O O +fluorite 478,486 O B-Material +materials 487,496 O I-Material +[ 497,498 O O +20 498,500 O O +] 500,501 O O +, 501,502 O O +the 503,506 O O +prevalence 507,517 O O +of 518,520 O O +curve 521,526 O O +pathway 527,534 O O +as 535,537 O O +opposed 538,545 O O +from 546,550 O O +straight 551,559 O O +pathway 560,567 O O +is 568,570 O O +explained 571,580 O O +by 581,583 O O +the 584,587 O O +repulsion 588,597 O O +between 598,605 O O +cation 606,612 O B-Material +and 613,616 O O +anions 617,623 O B-Material +, 623,624 O O +the 625,628 O O +curved 629,635 O O +pathway 636,643 O O +allowing 644,652 O O +the 653,656 O O +cation 657,663 O B-Material +– 663,664 O O +anion 664,669 O B-Material +to 670,672 O O +maintain 673,681 O O +a 682,683 O O +reasonable 684,694 O O +distance 695,703 O O +. 703,704 O O + +However 705,712 O O +, 712,713 O O +a 714,715 O O +straight 716,724 O O +pathway 725,732 O O +is 733,735 O O +observed 736,744 O O +for 745,748 O O +Y0.785Ta0.215O1.715 749,768 O O +[ 769,770 O O +23 770,772 O O +] 772,773 O O +, 773,774 O O +as 775,777 O O +is 778,780 O O +the 781,784 O O +case 785,789 O O +for 790,793 O O +the 794,797 O O +present 798,805 O B-Material +material 806,814 O I-Material +. 814,815 O O + +This 816,820 O O +suggests 821,829 O O +that 830,834 O O +Ta 835,837 O B-Material +and 838,841 O I-Material +Re 842,844 O I-Material +cations 845,852 O I-Material +might 853,858 O O +play 859,863 O O +a 864,865 O O +similar 866,873 O O +role 874,878 O O +in 879,881 O O +these 882,887 O O +systems 888,895 O O +. 895,896 O O + + +-DOCSTART- (S0167273813006735) + +While 0,5 O O +impedance 6,15 O B-Process +spectroscopy 16,28 O I-Process +is 29,31 O O +a 32,33 O O +quite 34,39 O O +common 40,46 O O +method 47,53 O O +to 54,56 O O +investigate 57,68 O O +mixed 69,74 O B-Material +conducting 75,85 O I-Material +thin 86,90 O I-Material +film 91,95 O I-Material +electrodes 96,106 O I-Material +, 106,107 O O +[ 108,109 O O +6,10–12 109,116 O O +] 116,117 O O +oxygen 118,124 O B-Process +tracer 125,131 O I-Process +experiments 132,143 O I-Process +are 144,147 O O +often 148,153 O O +performed 154,163 O O +on 164,166 O O +bulk 167,171 O B-Material +samples 172,179 O I-Material +[ 180,181 O O +13–16 181,186 O O +] 186,187 O O +. 187,188 O O + +Recently 189,197 O O +, 197,198 O O +several 199,206 O O +IEDP 207,211 O B-Process +measurements 212,224 O I-Process +of 225,227 O O +mixed 228,233 O B-Material +conducting 234,244 O I-Material +cathode 245,252 O I-Material +materials 253,262 O I-Material +were 263,267 O O +published 268,277 O O +with 278,282 O O +the 283,286 O O +oxide 287,292 O B-Material +films 293,298 O I-Material +being 299,304 O O +deposited 305,314 O O +on 315,317 O O +insulating 318,328 O B-Material +substrates 329,339 O I-Material +[ 340,341 O O +17–19 341,346 O O +] 346,347 O O +. 347,348 O O + +However 349,356 O O +, 356,357 O O +to 358,360 O O +the 361,364 O O +best 365,369 O O +of 370,372 O O +the 373,376 O O +authors 377,384 O O +' 384,385 O O +knowledge 386,395 O O +no 396,398 O O +study 399,404 O O +so 405,407 O O +far 408,411 O O +reported 412,420 O O +experiments 421,432 O O +with 433,437 O O +both 438,442 O O +techniques 443,453 O O +being 454,459 O O +applied 460,467 O O +on 468,470 O O +the 471,474 O O +same 475,479 O O +films 480,485 O B-Material +at 486,488 O O +the 489,492 O O +same 493,497 O O +temperature 498,509 O O +. 509,510 O O + +This 511,515 O O +contribution 516,528 O O +reports 529,536 O O +the 537,540 O O +results 541,548 O O +of 549,551 O O +a 552,553 O O +study 554,559 O O +applying 560,568 O O +EIS 569,572 O O +and 573,576 O O +IEDP 577,581 O O +to 582,584 O O +one 585,588 O O +and 589,592 O O +the 593,596 O O +same 597,601 O O +La0.6Sr0.4CoO3−δ 602,618 O O + +( 619,620 O O +LSC 620,623 O O +) 623,624 O O + +thin 625,629 O O +film 630,634 O O +in 635,637 O O +order 638,643 O O +to 644,646 O O +get 647,650 O O +complementary 651,664 O O +results 665,672 O O +on 673,675 O O +the 676,679 O O +resistive 680,689 O B-Task +contributions 690,703 O I-Task +of 704,706 O I-Task +the 707,710 O I-Task +oxygen 711,717 O I-Task +reduction 718,727 O I-Task +kinetics 728,736 O I-Task +on 737,739 O O +such 740,744 O O +films 745,750 O B-Material +. 750,751 O O + +As 752,754 O O +electrical 755,765 O B-Process +measurements 766,778 O I-Process +require 779,786 O O +an 787,789 O O +oxygen 790,796 O B-Material +ion 797,800 O I-Material +conductor 801,810 O I-Material +, 810,811 O O +yttria 812,818 O B-Material +stabilized 819,829 O I-Material +zirconia 830,838 O I-Material +( 839,840 O O +YSZ 840,843 O B-Material +) 843,844 O O +was 845,848 O O +used 849,853 O O +as 854,856 O O +substrate 857,866 O O +for 867,870 O O +LSC 871,874 O B-Material +films 875,880 O I-Material +with 881,885 O O +two 886,889 O O +different 890,899 O O +grain 900,905 O B-Material +sizes 906,911 O O +. 911,912 O O + +Quantitative 913,925 O B-Task +material 926,934 O I-Task +parameters 935,945 O I-Task +are 946,949 O O +deduced 950,957 O O +from 958,962 O O +both 963,967 O O +types 968,973 O O +of 974,976 O O +experiments 977,988 O O +and 989,992 O O +comparison 993,1003 O B-Process +of 1004,1006 O I-Process +the 1007,1010 O I-Process +data 1011,1015 O I-Process +allowed 1016,1023 O O +testing 1024,1031 O O +the 1032,1035 O O +appropriateness 1036,1051 O B-Task +of 1052,1054 O I-Task +analysis 1055,1063 O I-Task +models 1064,1070 O I-Task +. 1070,1071 O O + + +-DOCSTART- (S0167273814004408) + +Thin 0,4 O B-Material +MIEC 5,9 O I-Material +layers 10,16 O I-Material +of 17,19 O O +GDC 20,23 O B-Material +and 24,27 O O +STFO 28,32 O B-Material +on 33,35 O O +single 36,42 O B-Material +- 42,43 O I-Material +crystalline 43,54 O I-Material +YSZ 55,58 O I-Material +substrates 59,69 O I-Material +were 70,74 O O +exposed 75,82 O B-Process +to 83,85 O I-Process +H2/H218O 86,94 O I-Process +atmosphere 95,105 O I-Process +for 106,109 O O +thermally 110,119 O O +and 120,123 O O +electrochemically 124,141 O O +driven 142,148 O O +tracer 149,155 O B-Task +exchange 156,164 O I-Task +experiments 165,176 O I-Task +. 176,177 O O + +Rectangular 178,189 O B-Material +noble 190,195 O I-Material +metal 196,201 O I-Material +thin 202,206 O I-Material +film 207,211 O I-Material +current 212,219 O I-Material +collectors 220,230 O I-Material +were 231,235 O O +deposited 236,245 O B-Process +on 246,248 O I-Process +top 249,252 O I-Process +and 253,256 O I-Process +beneath 257,264 O I-Process +the 265,268 O I-Process +MIEC 269,273 O I-Process +layer 274,279 O I-Process +and 280,283 O O +used 284,288 O O +for 289,292 O O +polarization 293,305 O B-Process +. 305,306 O O + +The 307,310 O O +lateral 311,318 O B-Process +distribution 319,331 O I-Process +of 332,334 O I-Process +the 335,338 O I-Process +tracer 339,345 O I-Process +revealed 346,354 O O +several 355,362 O O +interesting 363,374 O O +features 375,383 O O +: 383,384 O O +( 385,386 O O +i 386,387 O O +) 387,388 O O + +In 389,391 O O +case 392,396 O O +of 397,399 O O +thermal 400,407 O B-Process +tracer 408,414 O I-Process +exchange 415,423 O I-Process +, 423,424 O O +an 425,427 O O +enhanced 428,436 O O +tracer 437,443 O B-Process +fraction 444,452 O I-Process +is 453,455 O O +found 456,461 O O +on 462,464 O O +top 465,468 O O +of 469,471 O O +the 472,475 O O +metallic 476,484 O B-Material +current 485,492 O I-Material +collector 493,502 O I-Material +due 503,506 O O +to 507,509 O O +its 510,513 O O +ionically 514,523 O O +blocking 524,532 O O +nature 533,539 O O +. 539,540 O O + +At 541,543 O O +the 544,547 O O +edges 548,553 O O +of 554,556 O O +the 557,560 O O +current 561,568 O O +collector 569,578 O O +, 578,579 O O +the 580,583 O O +concentration 584,597 O O +of 598,600 O O +18O 601,604 O B-Material +decreases 605,614 O O +with 615,619 O O +a 620,621 O O +finite 622,628 O O +step 629,633 O O +width 634,639 O O +that 640,644 O O +is 645,647 O O +correlated 648,658 O O +with 659,663 O O +in 664,666 O B-Process +- 666,667 O I-Process +plane 667,672 O I-Process +diffusion 673,682 O I-Process +of 683,685 O I-Process +oxygen 686,692 O I-Process +ions 693,697 O I-Process +. 697,698 O O + +( 699,700 O O +ii 700,702 O O +) 702,703 O O + +Due 704,707 O O +to 708,710 O O +the 711,714 O O +low 715,718 O B-Process +electronic 719,729 O I-Process +conductivity 730,742 O I-Process +of 743,745 O O +STFO 746,750 O B-Material +and 751,754 O O +GDC 755,758 O B-Material +, 758,759 O O +the 760,763 O O +MIEC 764,768 O O +area 769,773 O O +that 774,778 O O +is 779,781 O O +influenced 782,792 O O +by 793,795 O O +an 796,798 O O +applied 799,806 O B-Process +bias 807,811 O I-Process +is 812,814 O O +restricted 815,825 O O +to 826,828 O O +a 829,830 O O +region 831,837 O O +close 838,843 O O +to 844,846 O O +the 847,850 O O +current 851,858 O B-Material +collector 859,868 O I-Material +. 868,869 O O + +The 870,873 O O +width 874,879 O B-Task +of 880,882 O I-Task +this 883,887 O I-Task +active 888,894 O I-Task +region 895,901 O I-Task +depends 902,909 O O +on 910,912 O O +the 913,916 O O +bias 917,921 O O +. 921,922 O O + +It 923,925 O O +amounts 926,933 O O +to 934,936 O O +only 937,941 O O +10–15μm 942,949 O O +for 950,953 O O +STFO 954,958 O B-Material +but 959,962 O O +more 963,967 O O +than 968,972 O O +100μm 973,978 O O +for 979,982 O O +GDC 983,986 O B-Material +at 987,989 O O +a 990,991 O O +cathodic 992,1000 O O +bias 1001,1005 O O +of 1006,1008 O O +−500mV. 1009,1016 O O +( 1017,1018 O O +iii 1018,1021 O O +) 1021,1022 O O +Not 1023,1026 O O +only 1027,1031 O O +enhanced 1032,1040 O B-Process +tracer 1041,1047 O I-Process +incorporation 1048,1061 O I-Process +due 1062,1065 O O +to 1066,1068 O O +cathodic 1069,1077 O O +bias 1078,1082 O O +but 1083,1086 O O +also 1087,1091 O O +reduced 1092,1099 O B-Process +incorporation 1100,1113 O I-Process +due 1114,1117 O O +to 1118,1120 O O +anodic 1121,1127 O O +bias 1128,1132 O O +could 1133,1138 O O +be 1139,1141 O O +experimentally 1142,1156 O O +resolved 1157,1165 O O +in 1166,1168 O O +the 1169,1172 O O +active 1173,1179 O O +region 1180,1186 O O +. 1186,1187 O O + + +-DOCSTART- (S0167273814004548) + +Two 0,3 O O +different 4,13 O O +micro 14,19 O B-Material +- 19,20 O I-Material +contact 20,27 O I-Material +set 28,31 O I-Material +- 31,32 O I-Material +ups 32,35 O I-Material +were 36,40 O O +used 41,45 O O +in 46,48 O O +the 49,52 O O +experiments 53,64 O O +. 64,65 O O + +The 66,69 O O +asymmetrically 70,84 O B-Material +heated 85,91 O I-Material +measurement 92,103 O I-Material +set 104,107 O I-Material +- 107,108 O I-Material +up 108,110 O I-Material +( 111,112 O O +Fig 112,115 O O +. 115,116 O O + +2a 117,119 O O +) 119,120 O O +allows 121,127 O O +to 128,130 O O +change 131,137 O B-Process +the 138,141 O I-Process +contacted 142,151 O I-Process +electrode 152,161 O I-Process +within 162,168 O O +seconds 169,176 O O +and 177,180 O O +thereby 181,188 O O +to 189,191 O O +gain 192,196 O B-Task +statistical 197,208 O I-Task +information 209,220 O I-Task +over 221,225 O O +a 226,227 O O +large 228,233 O O +number 234,240 O O +of 241,243 O O +different 244,253 O O +microelectrodes 254,269 O B-Material +on 270,272 O O +one 273,276 O O +and 277,280 O O +the 281,284 O O +same 285,289 O O +sample 290,296 O O +in 297,299 O O +a 300,301 O O +relatively 302,312 O O +short 313,318 O O +time 319,323 O O +. 323,324 O O + +It 325,327 O O +also 328,332 O O +enables 333,340 O O +monitoring 341,351 O B-Task +of 352,354 O I-Task +optical 355,362 O I-Task +changes 363,370 O I-Task +during 371,377 O O +the 378,381 O O +measurement 382,393 O O +in 394,396 O O +real 397,401 O O +time 402,406 O O +. 406,407 O O + +However 408,415 O O +, 415,416 O O +the 417,420 O O +asymmetrical 421,433 O B-Process +heating 434,441 O I-Process +from 442,446 O O +the 447,450 O O +bottom 451,457 O O +side 458,462 O O +and 463,466 O O +local 467,472 O B-Process +cooling 473,480 O I-Process +( 481,482 O O +e.g. 482,486 O O +by 487,489 O O +convection 490,500 O B-Process +, 500,501 O O +radiation 502,511 O B-Process +, 511,512 O O +and 513,516 O O +the 517,520 O O +contacting 521,531 O B-Material +tip 532,535 O I-Material +acting 536,542 O O +as 543,545 O O +a 546,547 O O +heat 548,552 O B-Material +sink 553,557 O I-Material +) 557,558 O O +is 559,561 O O +known 562,567 O O +to 568,570 O O +cause 571,576 O O +temperature 577,588 O B-Process +gradients 589,598 O I-Process +within 599,605 O O +the 606,609 O O +sample 610,616 O O +[ 617,618 O O +11 618,620 O O +] 620,621 O O +. 621,622 O O + +Such 623,627 O O +temperature 628,639 O B-Process +gradients 640,649 O I-Process +are 650,653 O O +responsible 654,665 O O +for 666,669 O O +thermo 670,676 O O +- 676,677 O O +voltages 677,685 O O +, 685,686 O O +which 687,692 O O +can 693,696 O O +lead 697,701 O O +to 702,704 O O +measurement 705,716 O O +artifacts 717,726 O O +in 727,729 O O +electrochemical 730,745 O B-Process +experiments 746,757 O I-Process +[ 758,759 O O +24 759,761 O O +] 761,762 O O +. 762,763 O O + +Moreover 764,772 O O +, 772,773 O O +in 774,776 O O +this 777,781 O O +set 782,785 O O +- 785,786 O O +up 786,788 O O +temperature 789,800 O B-Process +cycles 801,807 O I-Process +can 808,811 O O +hardly 812,818 O O +be 819,821 O O +performed 822,831 O O +on 832,834 O O +single 835,841 O O +microelectrodes 842,857 O B-Material +but 858,861 O O +require 862,869 O O +subsequent 870,880 O O +contacting 881,891 O B-Process +and 892,895 O I-Process +de 896,898 O I-Process +- 898,899 O I-Process +contacting 899,909 O I-Process +of 910,912 O I-Process +different 913,922 O I-Process +microelectrodes 923,938 O I-Process +. 938,939 O O + + +-DOCSTART- (S0167273815004130) + +Room 0,4 O O +temperature 5,16 O O +powder 17,23 O B-Process +X 24,25 O I-Process +- 25,26 O I-Process +ray 26,29 O I-Process +diffraction 30,41 O I-Process +( 42,43 O O +XRD 43,46 O B-Process +) 46,47 O O +was 48,51 O O +performed 52,61 O O +on 62,64 O O +a 65,66 O O +PANalytical 67,78 O B-Process +Empyrean 79,87 O I-Process +diffractometer 88,102 O I-Process +. 102,103 O O + +The 104,107 O O +obtained 108,116 O O +XRD 117,120 O B-Material +patterns 121,129 O I-Material +were 130,134 O O +analysed 135,143 O O +with 144,148 O O +STOE 149,153 O B-Process +Win 154,157 O I-Process +XPOW 158,162 O I-Process +software 163,171 O I-Process +in 172,174 O O +order 175,180 O O +to 181,183 O O +determine 184,193 O O +phase 194,199 O B-Task +purity 200,206 O I-Task +, 206,207 O O +the 208,211 O O +crystal 212,219 O B-Task +structure 220,229 O I-Task +and 230,233 O O +the 234,237 O O +cell 238,242 O B-Task +parameters 243,253 O I-Task +of 254,256 O O +the 257,260 O O +samples 261,268 O O +. 268,269 O O + +Thermogravimetric 270,287 O B-Process +analysis 288,296 O I-Process +( 297,298 O O +TGA 298,301 O B-Process +) 301,302 O O +was 303,306 O O +performed 307,316 O O +using 317,322 O O +a 323,324 O O +Netzsch 325,332 O B-Process +STA 333,336 O I-Process +449C 337,341 O I-Process +instrument 342,352 O I-Process +equipped 353,361 O O +with 362,366 O O +Proteus 367,374 O B-Process +thermal 375,382 O I-Process +analysis 383,391 O I-Process +software 392,400 O I-Process +. 400,401 O O + +The 402,405 O O +TGA 406,409 O O +studies 410,417 O O +were 418,422 O O +carried 423,430 O O +out 431,434 O O +under 435,440 O O +reducing 441,449 O B-Process +conditions 450,460 O I-Process +( 461,462 O O +5 462,463 O B-Material +% 463,464 O I-Material +H2/Ar 465,470 O I-Material +) 470,471 O O +from 472,476 O O +room 477,481 O O +temperature 482,493 O O +to 494,496 O O +900 497,500 O O +° 500,501 O O +C 501,502 O O +, 502,503 O O +in 504,506 O O +order 507,512 O O +to 513,515 O O +determine 516,525 O O +the 526,529 O O +weight 530,536 O B-Task +change 537,543 O I-Task +of 544,546 O O +the 547,550 O O +perovskite 551,561 O B-Material +during 562,568 O O +the 569,572 O O +reduction 573,582 O O +. 582,583 O O + +The 584,587 O O +microstructure 588,602 O O +of 603,605 O O +the 606,609 O O +samples 610,617 O O +' 617,618 O O +surface 619,626 O O +was 627,630 O O +analysed 631,639 O O +using 640,645 O O +a 646,647 O O +JEOL 648,652 O O +JSM-6700 653,661 O O +field 662,667 O B-Process +emission 668,676 O I-Process +74 677,679 O I-Process +scanning 680,688 O I-Process +electron 689,697 O I-Process +microscope 698,708 O I-Process +( 709,710 O O +FEG 710,713 O B-Process +- 713,714 O I-Process +SEM 714,717 O I-Process +) 717,718 O O +. 718,719 O O + +The 720,723 O O +total 724,729 O B-Task +conductivity 730,742 O I-Task +of 743,745 O O +the 746,749 O O +samples 750,757 O O +was 758,761 O O +measured 762,770 O O +using 771,776 O O +a 777,778 O O +conventional 779,791 O O +four 792,796 O B-Process +- 796,797 O I-Process +terminal 797,805 O I-Process +method 806,812 O I-Process +. 812,813 O O + +Bar 814,817 O O +samples 818,825 O O +were 826,830 O O +prepared 831,839 O O +by 840,842 O O +calcination 843,854 O B-Task +at 855,857 O O +1300 858,862 O O +° 862,863 O O +C 863,864 O O +for 865,868 O O +1h 869,871 O O +. 871,872 O O + +Gold 873,877 O B-Material +wire 878,882 O I-Material +contacts 883,891 O I-Material +were 892,896 O O +attached 897,905 O O +to 906,908 O O +the 909,912 O O +bars 913,917 O O +, 917,918 O O +which 919,924 O O +then 925,929 O O +were 930,934 O O +cured 935,940 O O +at 941,943 O O +850 944,947 O O +° 947,948 O O +C 948,949 O O +for 950,953 O O +1h 954,956 O O +. 956,957 O O + +The 958,961 O O +conductivity 962,974 O B-Task +of 975,977 O O +the 978,981 O O +samples 982,989 O O +was 990,993 O O +measured 994,1002 O O +under 1003,1008 O O +a 1009,1010 O O +redox 1011,1016 O B-Task +cycle 1017,1022 O I-Task +at 1023,1025 O O +900 1026,1029 O O +° 1029,1030 O O +C 1030,1031 O O +. 1031,1032 O O + +Low 1033,1036 O B-Process +oxygen 1037,1043 O I-Process +partial 1044,1051 O I-Process +pressure 1052,1060 O I-Process +was 1061,1064 O O +achieved 1065,1073 O O +by 1074,1076 O O +using 1077,1082 O O +a 1083,1084 O O +continuous 1085,1095 O O +flow 1096,1100 O B-Process +of 1101,1103 O O +5 1104,1105 O O +% 1105,1106 O O +H2/Ar 1107,1112 O B-Material +. 1112,1113 O O + + +-DOCSTART- (S0167931711005120) + +A 0,1 O B-Task +nanocomposite 2,15 O I-Task +system 16,22 O I-Task +consisting 23,33 O O +of 34,36 O O +a 37,38 O B-Material +semiconducting 39,53 O I-Material +matrix 54,60 O I-Material +and 61,64 O I-Material +embedded 65,73 O I-Material +ferromagnetic 74,87 O I-Material +nanostructures 88,102 O I-Material +has 103,106 O O +been 107,111 O O +fabricated 112,122 O O +. 122,123 O O + +The 124,127 O B-Task +ferromagnetic 128,141 O I-Task +characteristics 142,157 O I-Task +as 158,160 O O +coercivity 161,171 O B-Task +, 171,172 O I-Task +remanence 173,182 O I-Task +and 183,186 O I-Task +magnetic 187,195 O I-Task +anisotropy 196,206 O I-Task +of 207,209 O I-Task +the 210,213 O I-Task +nanocomposite 214,227 O I-Task +can 228,231 O O +be 232,234 O O +adjusted 235,243 O O +by 244,246 O O +the 247,250 O B-Material +electrochemical 251,266 O I-Material +parameters 267,277 O I-Material +. 277,278 O O + +Furthermore 279,290 O O +the 291,294 O O +spatial 295,302 O O +distribution 303,315 O B-Process +of 316,318 O O +the 319,322 O O +metal 323,328 O O +structures 329,339 O O +within 340,346 O O +the 347,350 O O +pores 351,356 O O +can 357,360 O O +be 361,363 O O +varied 364,370 O O +which 371,376 O O +means 377,382 O O +that 383,387 O O +the 388,391 O O +magnetic 392,400 O O +interactions 401,413 O O +between 414,421 O O +the 422,425 O O +particles 426,435 O O +can 436,439 O O +be 440,442 O O +influenced 443,453 O O +. 453,454 O O + +In 455,457 O O +the 458,461 O O +case 462,466 O O +of 467,469 O O +densely 470,477 O B-Task +packed 478,484 O I-Task +particles 485,494 O I-Task +within 495,501 O O +the 502,505 O O +pores 506,511 O O +dipolar 512,519 O O +coupling 520,528 O O +between 529,536 O O +them 537,541 O O +occurs 542,548 O O +and 549,552 O O +results 553,560 O O +in 561,563 O O +quasi 564,569 O O +magnetic 570,578 O O +chains 579,585 O O +which 586,591 O O +offer 592,597 O O +a 598,599 O B-Material +much 600,604 O I-Material +larger 605,611 O I-Material +magnetic 612,620 O I-Material +anisotropy 621,631 O I-Material +than 632,636 O O +non 637,640 O B-Material +- 640,641 O I-Material +interacting 641,652 O I-Material +particles 653,662 O I-Material +. 662,663 O O + +By 664,666 O O +modifying 667,676 O B-Process +the 677,680 O I-Process +current 681,688 O I-Process +density 689,696 O I-Process +small 697,702 O B-Material +Ni 703,705 O I-Material +- 705,706 O I-Material +particles 706,715 O I-Material +( 716,717 O I-Material +3–6 717,720 O I-Material +nm 720,722 O I-Material +) 722,723 O I-Material +can 724,727 O O +be 728,730 O O +deposited 731,740 O O +. 740,741 O O + +If 742,744 O O +the 745,748 O O +packing 749,756 O O +density 757,764 O O +of 765,767 O O +these 768,773 O B-Material +particles 774,783 O I-Material +is 784,786 O O +sufficiently 787,799 O O +close 800,805 O O +, 805,806 O O +Ni 807,809 O B-Material +- 809,810 O I-Material +tubes 810,815 O I-Material +of 816,818 O O +a 819,820 O O +few 821,824 O O +nanometer 825,834 O O +in 835,837 O O +thickness 838,847 O O +are 848,851 O O +covering 852,860 O O +the 861,864 O O +pore 865,869 O O +walls 870,875 O O +. 875,876 O O + +The 877,880 O B-Task +presented 881,890 O I-Task +nanocomposite 891,904 O I-Task +is 905,907 O O +an 908,910 O O +interesting 911,922 O O +system 923,929 O O +for 930,933 O O +magnetic 934,942 O O +applications 943,955 O O +as 956,958 O O +magnetic 959,967 O O +sensor 968,974 O O +technology 975,985 O O +. 985,986 O O + +Silicon 987,994 O B-Material +as 995,997 O O +substrate 998,1007 O O +renders 1008,1015 O O +this 1016,1020 O O +composite 1021,1030 O O +a 1031,1032 O B-Task +good 1033,1037 O I-Task +candidate 1038,1047 O I-Task +for 1048,1051 O I-Task +the 1052,1055 O I-Task +integration 1056,1067 O I-Task +in 1068,1070 O O +existing 1071,1079 O O +process 1080,1087 O O +technology 1088,1098 O O +. 1098,1099 O O + + +-DOCSTART- (S0167931712002699) + +As 0,2 O O +the 3,6 O O +progression 7,18 O O +towards 19,26 O O +smaller 27,34 O B-Task +lithographic 35,47 O I-Task +nodes 48,53 O I-Task +continues 54,63 O O +it 64,66 O O +has 67,70 O O +become 71,77 O O +necessary 78,87 O O +to 88,90 O O +adopt 91,96 O O +thinner 97,104 O B-Material +resist 105,111 O I-Material +films 112,117 O I-Material +to 118,120 O O +mitigate 121,129 O O +problems 130,138 O O +such 139,143 O O +as 144,146 O O +pattern 147,154 O B-Process +collapse 155,163 O I-Process +. 163,164 O O + +To 165,167 O O +address 168,175 O O +the 176,179 O O +issue 180,185 O O +of 186,188 O O +reduced 189,196 O B-Process +etch 197,201 O I-Process +resistance 202,212 O I-Process +of 213,215 O I-Process +thin 216,220 O I-Process +photoresist 221,232 O I-Process +films 233,238 O I-Process +the 239,242 O O +semiconductor 243,256 O O +industry 257,265 O O +has 266,269 O O +begun 270,275 O O +to 276,278 O O +develop 279,286 O O +multilayer 287,297 O B-Process +processes 298,307 O I-Process +where 308,313 O O +the 314,317 O O +pattern 318,325 O O +is 326,328 O O +first 329,334 O O +transferred 335,346 O O +into 347,351 O O +an 352,354 O O +intermediate 355,367 O B-Material +organic 368,375 O I-Material +hardmask 376,384 O I-Material +with 385,389 O O +higher 390,396 O O +etch 397,401 O O +selectivity 402,413 O O +before 414,420 O O +final 421,426 O O +silicon 427,434 O B-Process +pattern 435,442 O I-Process +transfer 443,451 O I-Process +[ 452,453 O O +25–27 453,458 O O +] 458,459 O O +. 459,460 O O + +In 461,463 O O +this 464,468 O O +paper 469,474 O O +we 475,477 O O +demonstrate 478,489 O O +how 490,493 O O +the 494,497 O O +introduction 498,510 O O +of 511,513 O O +such 514,518 O O +a 519,520 O O +multilayer 521,531 O B-Process +process 532,539 O I-Process +can 540,543 O O +also 544,548 O O +benefit 549,556 O O +nanosphere 557,567 O B-Task +lithography 568,579 O I-Task +by 580,582 O O +increasing 583,593 O O +achievable 594,604 O O +aspect 605,611 O O +ratios 612,618 O O +of 619,621 O O +silicon 622,629 O B-Material +nanopillars 630,641 O I-Material +without 642,649 O O +the 650,653 O O +need 654,658 O O +for 659,662 O O +complex 663,670 O B-Process +etch 671,675 O I-Process +processes 676,685 O I-Process +requiring 686,695 O O +specialised 696,707 O O +and 708,711 O O +expensive 712,721 O O +equipment 722,731 O O +, 731,732 O O +but 733,736 O O +instead 737,744 O O +needing 745,752 O O +only 753,757 O O +a 758,759 O O +standard 760,768 O O +SF6/C4F8 769,777 O O +inductively 778,789 O O +coupled 790,797 O B-Material +plasma 798,804 O I-Material +( 805,806 O O +ICP 806,809 O B-Material +) 809,810 O O +mixed 811,816 O O +mode 817,821 O O +etch 822,826 O O +process 827,834 O O +at 835,837 O O +room 838,842 O O +temperature 843,854 O O +[ 855,856 O O +28 856,858 O O +] 858,859 O O +. 859,860 O O + +As 861,863 O O +intermediate 864,876 O B-Material +layer 877,882 O I-Material +material 883,891 O I-Material +we 892,894 O O +used 895,899 O O +polyimide 900,909 O B-Material +, 909,910 O O +which 911,916 O O +finds 917,922 O O +widespread 923,933 O O +use 934,937 O O +as 938,940 O O +encapsulation 941,954 O B-Material +material 955,963 O I-Material +for 964,967 O O +IC 968,970 O B-Task +production 971,981 O I-Task +. 981,982 O O + +It 983,985 O O +is 986,988 O O +readily 989,996 O O +patterned 997,1006 O O +in 1007,1009 O O +oxygen 1010,1016 O B-Material +plasma 1017,1023 O I-Material +and 1024,1027 O O +has 1028,1031 O O +a 1032,1033 O O +lower 1034,1039 O O +etch 1040,1044 O O +rate 1045,1049 O O +than 1050,1054 O O +silicon 1055,1062 O B-Material +in 1063,1065 O O +SF6 1066,1069 O B-Material +gas 1070,1073 O I-Material +. 1073,1074 O O + +Its 1075,1078 O O +flexibility 1079,1090 O O +can 1091,1094 O O +also 1095,1099 O O +be 1100,1102 O O +used 1103,1107 O O +for 1108,1111 O O +the 1112,1115 O O +fabrication 1116,1127 O B-Task +of 1128,1130 O I-Task +soft 1131,1135 O I-Task +polymer 1136,1143 O I-Task +pillars 1144,1151 O I-Task +by 1152,1154 O O +the 1155,1158 O O +same 1159,1163 O O +process 1164,1171 O O +as 1172,1174 O O +we 1175,1177 O O +will 1178,1182 O O +show 1183,1187 O O +. 1187,1188 O O + +The 1189,1192 O O +multilayer 1193,1203 O B-Process +process 1204,1211 O I-Process +slightly 1212,1220 O O +increases 1221,1230 O O +the 1231,1234 O O +complexity 1235,1245 O O +of 1246,1248 O O +sample 1249,1255 O B-Process +preparation 1256,1267 O I-Process +but 1268,1271 O O +allows 1272,1278 O O +basic 1279,1284 O O +ICP 1285,1288 O B-Process +etching 1289,1296 O I-Process +to 1297,1299 O O +achieve 1300,1307 O O +high 1308,1312 O O +aspect 1313,1319 O O +ratio 1320,1325 O O +structures 1326,1336 O O +at 1337,1339 O O +smaller 1340,1347 O O +feature 1348,1355 O O +sizes 1356,1361 O O +that 1362,1366 O O +previously 1367,1377 O O +reported 1378,1386 O O +without 1387,1394 O O +the 1395,1398 O O +need 1399,1403 O O +for 1404,1407 O O +complex 1408,1415 O O +etching 1416,1423 O B-Material +equipment 1424,1433 O I-Material +. 1433,1434 O O + + +-DOCSTART- (S0167931712002936) + +A 0,1 O O +3D 2,4 O O +finite 5,11 O O +element 12,19 O O +based 20,25 O O +( 26,27 O O +FEM 27,30 O O +) 30,31 O O + +COMSOL 32,38 O O +capacitance 39,50 O O +analysis 51,59 O O +is 60,62 O O +combined 63,71 O O +with 72,76 O O +Monte 77,82 O B-Process +Carlo 83,88 O I-Process +single 89,95 O I-Process +- 95,96 O I-Process +electron 96,104 O I-Process +circuit 105,112 O I-Process +simulations 113,124 O I-Process +to 125,127 O O +model 128,133 O B-Task +device 134,140 O I-Task +operations 141,151 O I-Task +during 152,158 O I-Task +single 159,165 O I-Task +electron 166,174 O I-Task +detection 175,184 O I-Task +. 184,185 O O + +The 186,189 O O +3D 190,192 O B-Material +structural 193,203 O I-Material +data 204,208 O I-Material +( 209,210 O O +Fig 210,213 O O +. 213,214 O O + +1b 215,217 O O +) 217,218 O O +of 219,221 O O +the 222,225 O O +nanoscale 226,235 O B-Material +DQD 236,239 O I-Material +pair 240,244 O I-Material +and 245,248 O O +multiple 249,257 O B-Material +gate 258,262 O I-Material +electrodes 263,273 O I-Material +are 274,277 O O +precisely 278,287 O O +input 288,293 O O +into 294,298 O O +COMSOL 299,305 O B-Material +’s 305,307 O I-Material +FEM 308,311 O I-Material +- 311,312 O I-Material +based 312,317 O I-Material +electrostatics 318,332 O I-Material +simulator 333,342 O I-Material +. 342,343 O O + +Capacitances 344,356 O O +between 357,364 O O +different 365,374 O O +device 375,381 O B-Material +components 382,392 O I-Material +are 393,396 O O +then 397,401 O O +extracted 402,411 O O +and 412,415 O O +fed 416,419 O O +into 420,424 O O +the 425,428 O O +well 429,433 O B-Material +- 433,434 O I-Material +tested 434,440 O I-Material +single 441,447 O I-Material +electron 448,456 O I-Material +circuit 457,464 O I-Material +simulator 465,474 O I-Material +SETSPICE 475,483 O B-Material +[ 484,485 O O +11 485,487 O O +] 487,488 O O +, 488,489 O O +based 490,495 O O +on 496,498 O O +the 499,502 O O +orthodox 503,511 O B-Task +theory 512,518 O I-Task +of 519,521 O O +single 522,528 O B-Process +electron 529,537 O I-Process +tunnelling 538,548 O I-Process +[ 549,550 O O +12 550,552 O O +] 552,553 O O +. 553,554 O O + +For 555,558 O O +our 559,562 O O +target 563,569 O B-Material +d1 570,572 O I-Material +of 573,575 O O +60 576,578 O O +nm 578,580 O O +, 580,581 O O +simulation 582,592 O B-Process +results 593,600 O O +( 601,602 O O +Fig 602,605 O O +. 605,606 O O + +1c 607,609 O O +) 609,610 O O +showed 611,617 O O +that 618,622 O O +as 623,625 O O +we 626,628 O O +sweep 629,634 O O +the 635,638 O O +voltage 639,646 O O +applied 647,654 O O +on 655,657 O O +gate 658,662 O B-Material +G1 663,665 O I-Material +, 665,666 O O +VG1 667,670 O B-Material +, 670,671 O O +single 672,678 O B-Process +electron 679,687 O I-Process +tunnelling 688,698 O I-Process +into 699,703 O O +the 704,707 O O +turnstile 708,717 O B-Material +’s 717,719 O I-Material +two 720,723 O I-Material +QDs 724,727 O I-Material +should 728,734 O O +generate 735,743 O O +shifts 744,750 O B-Process +in 751,753 O I-Process +the 754,757 O I-Process +electrometer 758,770 O I-Process +current 771,778 O I-Process +, 778,779 O O +IDS 780,783 O B-Material +, 783,784 O O +of 785,787 O O +tens 788,792 O O +of 793,795 O O +pA. 796,799 O O + +This 800,804 O O +is 805,807 O O +well 808,812 O O +within 813,819 O O +the 820,823 O O +charge 824,830 O O +sensitivity 831,842 O O +of 843,845 O O +DQD 846,849 O B-Material +electrometer 850,862 O I-Material +[ 863,864 O O +6 864,865 O O +] 865,866 O O +and 867,870 O O +consistent 871,881 O O +to 882,884 O O +the 885,888 O O +same 889,893 O O +order 894,899 O O +of 900,902 O O +magnitude 903,912 O O +with 913,917 O O +previous 918,926 O O +work 927,931 O O +in 932,934 O O +single 935,941 O B-Task +electron 942,950 O I-Task +detection 951,960 O I-Task +[ 961,962 O O +13 962,964 O O +] 964,965 O O +. 965,966 O O + +In 967,969 O O +addition 970,978 O O +, 978,979 O O +the 980,983 O O +gate 984,988 O B-Material +to 989,991 O O +QD 992,994 O B-Process +capacitive 995,1005 O I-Process +coupling 1006,1014 O I-Process +appear 1015,1021 O O +to 1022,1024 O O +be 1025,1027 O O +sufficient 1028,1038 O O +for 1039,1042 O O +the 1043,1046 O O +control 1047,1054 O B-Process +of 1055,1057 O I-Process +QD 1058,1060 O I-Process +occupations 1061,1072 O I-Process +down 1073,1077 O O +to 1078,1080 O O +the 1081,1084 O O +single 1085,1091 O O +electron 1092,1100 O O +limit 1101,1106 O O +, 1106,1107 O O +allowing 1108,1116 O O +for 1117,1120 O O +future 1121,1127 O O +manipulation 1128,1140 O B-Task +of 1141,1143 O I-Task +single 1144,1150 O I-Task +electron 1151,1159 O I-Task +spins 1160,1165 O I-Task +in 1166,1168 O O +qubit 1169,1174 O B-Task +research 1175,1183 O I-Task +. 1183,1184 O O + + +-DOCSTART- (S0167931712003012) + +We 0,2 O O +evaluated 3,12 O B-Task +three 13,18 O I-Task +spin 19,23 O I-Task +- 23,24 O I-Task +on 24,26 O I-Task +carbon 27,33 O I-Task +hardmasks 34,43 O I-Task +from 44,48 O I-Task +Irresistible 49,61 O I-Task +Materials 62,71 O I-Task +[ 72,73 O O +12 73,75 O O +] 75,76 O O +. 76,77 O O + +The 78,81 O O +spin 82,86 O B-Material +- 86,87 O I-Material +on 87,89 O I-Material +carbon 90,96 O I-Material +compositions 97,109 O I-Material +were 110,114 O O +dissolved 115,124 O O +in 125,127 O O +a 128,129 O O +suitable 130,138 O O +solvent 139,146 O B-Material +such 147,151 O O +as 152,154 O O +chloroform 155,165 O B-Material +or 166,168 O O +anisole 169,176 O B-Material +with 177,181 O O +a 182,183 O O +concentration 184,197 O O +in 198,200 O O +the 201,204 O O +range 205,210 O O +5–50g 211,216 O O + +/ 216,217 O O +l 217,218 O O +. 218,219 O O + +In 220,222 O O +this 223,227 O O +report 228,234 O O +, 234,235 O O +film 236,240 O B-Process +thickness 241,250 O I-Process +measurements 251,263 O I-Process +were 264,268 O O +made 269,273 O O +for 274,277 O O +IM 278,280 O B-Material +- 280,281 O I-Material +HM11 281,285 O I-Material +- 285,286 O I-Material +01 286,288 O I-Material +and 289,292 O O +IM 293,295 O B-Material +- 295,296 O I-Material +HM11 296,300 O I-Material +- 300,301 O I-Material +02 301,303 O I-Material +films 304,309 O I-Material +, 309,310 O O +whilst 311,317 O O +IM 318,320 O B-Material +- 320,321 O I-Material +HM11 321,325 O I-Material +- 325,326 O I-Material +03 326,328 O I-Material +was 329,332 O O +used 333,337 O O +for 338,341 O O +etching 342,349 O B-Process +; 349,350 O O +further 351,358 O O +investigations 359,373 O O +to 374,376 O O +compare 377,384 O B-Task +the 385,388 O I-Task +performance 389,400 O I-Task +of 401,403 O I-Task +the 404,407 O I-Task +different 408,417 O I-Task +compositions 418,430 O I-Task +across 431,437 O I-Task +tasks 438,443 O I-Task +are 444,447 O O +underway 448,456 O O +. 456,457 O O + +Films 458,463 O B-Material +of 464,466 O I-Material +the 467,470 O I-Material +SoC 471,474 O I-Material +were 475,479 O O +prepared 480,488 O O +by 489,491 O O +spin 492,496 O B-Process +coating 497,504 O I-Process +on 505,507 O O +hydrogen 508,516 O B-Material +- 516,517 O I-Material +terminated 517,527 O I-Material +silicon 528,535 O I-Material +substrates 536,546 O I-Material +with 547,551 O O +a 552,553 O O +speed 554,559 O O +varying 560,567 O O +between 568,575 O O +800 576,579 O O +and 580,583 O O +2000 584,588 O O +RPM 589,592 O O +for 593,596 O O +60s 597,600 O O +. 600,601 O O + +After 602,607 O O +spin 608,612 O O +coating 613,620 O O +the 621,624 O O +film 625,629 O B-Material +was 630,633 O O +baked 634,639 O B-Process +for 640,643 O I-Process +2min 644,648 O I-Process +at 649,651 O I-Process +temperatures 652,664 O I-Process +of 665,667 O I-Process +up 668,670 O I-Process +to 671,673 O I-Process +330 674,677 O I-Process +° 677,678 O I-Process +C 678,679 O I-Process +. 679,680 O O + +In 681,683 O O +order 684,689 O O +to 690,692 O O +enable 693,699 O O +further 700,707 O O +processing 708,718 O O +, 718,719 O O +the 720,723 O O +SoC 724,727 O B-Material +should 728,734 O O +be 735,737 O O +rendered 738,746 O O +insoluble 747,756 O O +in 757,759 O O +typical 760,767 O O +solvents 768,776 O O +for 777,780 O O +resist 781,787 O O +and 788,791 O O +spin 792,796 O B-Material +- 796,797 O I-Material +on 797,799 O I-Material +- 799,800 O I-Material +hardmask 800,808 O I-Material +to 809,811 O O +enable 812,818 O O +further 819,826 O O +processing 827,837 O O +. 837,838 O O + +The 839,842 O O +elution 843,850 O B-Task +behavior 851,859 O I-Task +of 860,862 O O +films 863,868 O O +of 869,871 O O +IM 872,874 O B-Material +- 874,875 O I-Material +HM11 875,879 O I-Material +- 879,880 O I-Material +01 880,882 O I-Material +and 883,886 O I-Material +IM 887,889 O I-Material +- 889,890 O I-Material +HM11 890,894 O I-Material +- 894,895 O I-Material +02 895,897 O I-Material +for 898,901 O O +thicknesses 902,913 O O +between 914,921 O O +30 922,924 O O +and 925,928 O O +325 929,932 O O +nm 932,934 O O +was 935,938 O O +tested 939,945 O O +as 946,948 O O +a 949,950 O O +function 951,959 O O +of 960,962 O O +the 963,966 O O +baking 967,973 O O +temperature 974,985 O O +. 985,986 O O + +Fig 987,990 O O +. 990,991 O O + +1 992,993 O O +shows 994,999 O O +the 1000,1003 O O +normalized 1004,1014 O O +film 1015,1019 O O +thickness 1020,1029 O O +of 1030,1032 O O +two 1033,1036 O O +formulations 1037,1049 O O +of 1050,1052 O O +the 1053,1056 O O +SoC 1057,1060 O B-Material +( 1061,1062 O I-Material +IM 1062,1064 O B-Material +- 1064,1065 O I-Material +HM11 1065,1069 O I-Material +- 1069,1070 O I-Material +01 1070,1072 O I-Material +and 1073,1076 O I-Material +IM 1077,1079 O I-Material +- 1079,1080 O I-Material +HM11 1080,1084 O I-Material +- 1084,1085 O I-Material +02 1085,1087 O I-Material +) 1087,1088 O O +, 1088,1089 O O +before 1090,1096 O B-Process +and 1097,1100 O I-Process +after 1101,1106 O I-Process +dipping 1107,1114 O I-Process +in 1115,1117 O O +monochlorobenzene 1118,1135 O B-Material +( 1136,1137 O O +MCB):IPA 1137,1145 O B-Material +1:1 1146,1149 O O +solution 1150,1158 O O +. 1158,1159 O O + +Prior 1160,1165 O O +to 1166,1168 O O +baking 1169,1175 O B-Process +the 1176,1179 O O +thickness 1180,1189 O O +of 1190,1192 O O +IM 1193,1195 O B-Material +- 1195,1196 O I-Material +HM11 1196,1200 O I-Material +- 1200,1201 O I-Material +01 1201,1203 O I-Material +was 1204,1207 O O +∼320 1208,1212 O O +nm 1212,1214 O O +, 1214,1215 O O +and 1216,1219 O O +the 1220,1223 O O +thickness 1224,1233 O O +of 1234,1236 O O +IM 1237,1239 O B-Material +- 1239,1240 O I-Material +HM11 1240,1244 O I-Material +- 1244,1245 O I-Material +02 1245,1247 O I-Material +was 1248,1251 O O +∼250 1252,1256 O O +nm 1256,1258 O O +. 1258,1259 O O + +For 1260,1263 O O +temperatures 1264,1276 O O +above 1277,1282 O O +190 1283,1286 O O +° 1286,1287 O O +C 1287,1288 O O +the 1289,1292 O O +IM 1293,1295 O B-Material +- 1295,1296 O I-Material +HM11 1296,1300 O I-Material +- 1300,1301 O I-Material +02 1301,1303 O I-Material +film 1304,1308 O I-Material +was 1309,1312 O O +rendered 1313,1321 O O +insoluble 1322,1331 O O +, 1331,1332 O O +whilst 1333,1339 O O +a 1340,1341 O O +temperature 1342,1353 O O +of 1354,1356 O O +260 1357,1360 O O +° 1360,1361 O O +C 1361,1362 O O +was 1363,1366 O O +required 1367,1375 O O +to 1376,1378 O O +achieve 1379,1386 O O +the 1387,1390 O O +same 1391,1395 O O +for 1396,1399 O O +IM 1400,1402 O B-Material +- 1402,1403 O I-Material +HM11 1403,1407 O I-Material +- 1407,1408 O I-Material +01 1408,1410 O I-Material +. 1410,1411 O O + +Film 1412,1416 O B-Material +thickness 1417,1426 O O +did 1427,1430 O O +not 1431,1434 O O +affect 1435,1441 O O +the 1442,1445 O O +elution 1446,1453 O O +results 1454,1461 O O +. 1461,1462 O O + + +-DOCSTART- (S0167931712003905) + +In 0,2 O O +summary 3,10 O O +, 10,11 O O +we 12,14 O O +have 15,19 O O +developed 20,29 O O +a 30,31 O O +technique 32,41 O O +for 42,45 O O +site 46,50 O B-Task +- 50,51 O I-Task +specific 51,59 O I-Task +nanowire 60,68 O I-Task +size 69,73 O I-Task +reduction 74,83 O I-Task +by 84,86 O O +FIB 87,90 O B-Process +thinning 91,99 O I-Process +. 99,100 O O + +Transmission 101,113 O B-Material +electron 114,122 O I-Material +microscope 123,133 O I-Material +images 134,140 O I-Material +of 141,143 O O +a 144,145 O O +thinned 146,153 O B-Material +tungsten 154,162 O I-Material +composite 163,172 O I-Material +nanowire 173,181 O I-Material +with 182,186 O O +width 187,192 O O +reduced 193,200 O O +from 201,205 O O +80 206,208 O O +to 209,211 O O +20 212,214 O O +nm 214,216 O O +show 217,221 O O +uniform 222,229 O B-Process +shrinking 230,239 O I-Process +along 240,245 O O +the 246,249 O O +length 250,256 O O +of 257,259 O O +the 260,263 O O +wire 264,268 O B-Material +and 269,272 O O +high 273,277 O B-Material +resolution 278,288 O I-Material +images 289,295 O I-Material +show 296,300 O O +no 301,303 O O +obvious 304,311 O O +changes 312,319 O O +of 320,322 O O +the 323,326 O O +morphology 327,337 O O +after 338,343 O O +thinning 344,352 O B-Process +. 352,353 O O + +The 354,357 O O +critical 358,366 O O +current 367,374 O O +density 375,382 O O +of 383,385 O O +the 386,389 O O +as 390,392 O B-Material +- 392,393 O I-Material +deposited 393,402 O I-Material +wire 403,407 O I-Material +and 408,411 O O +one 412,415 O O +thinned 416,423 O O +to 424,426 O O +a 427,428 O O +width 429,434 O O +of 435,437 O O +50 438,440 O O +nm 440,442 O O +is 443,445 O O + +1.7×105 446,453 O O +and 454,457 O O +1.4×105A 458,466 O O + +/ 466,467 O O +cm2 467,470 O O +at 471,473 O O +4.26 474,478 O O +K 478,479 O O +, 479,480 O O +respectively 481,493 O O +, 493,494 O O +suggesting 495,505 O O +insignificant 506,519 O O +modulation 520,530 O B-Process +of 531,533 O I-Process +the 534,537 O I-Process +electrical 538,548 O I-Process +properties 549,559 O I-Process +during 560,566 O O +thinning 567,575 O B-Process +. 575,576 O O + +These 577,582 O O +results 583,590 O O +suggest 591,598 O O +that 599,603 O O +FIB 604,607 O B-Process +- 607,608 O I-Process +milling 608,615 O I-Process +is 616,618 O O +a 619,620 O O +potential 621,630 O O +approach 631,639 O O +for 640,643 O O +controllable 644,656 O B-Task +size 657,661 O I-Task +reduction 662,671 O I-Task +with 672,676 O I-Task +high 677,681 O I-Task +resolution 682,692 O I-Task +towards 693,700 O I-Task +the 701,704 O I-Task +observation 705,716 O I-Task +of 717,719 O I-Task +size- 720,725 O I-Task +and 726,729 O I-Task +quantum 730,737 O I-Task +effects 738,745 O I-Task +, 745,746 O O +as 747,749 O O +well 750,754 O O +as 755,757 O O +for 758,761 O O +construction 762,774 O B-Task +of 775,777 O I-Task +3D 778,780 O I-Task +superconducting 781,796 O I-Task +nanodevices 797,808 O I-Task +. 808,809 O O + + +-DOCSTART- (S0167931713002438) + +There 0,5 O O +have 6,10 O O +been 11,15 O O +suggestions 16,27 O O +that 28,32 O O +electrons 33,42 O B-Material +can 43,46 O O +be 47,49 O O +trapped 50,57 O B-Process +in 58,60 O I-Process +the 61,64 O I-Process +bulk 65,69 O I-Process +and 70,73 O I-Process +at 74,76 O I-Process +surfaces 77,85 O I-Process +of 86,88 O I-Process +silica 89,95 O I-Process +[ 96,97 O O +15 97,99 O O +] 99,100 O O +but 101,104 O O +new 105,108 O O +models 109,115 O O +of 116,118 O O +electron 119,127 O B-Material +trapping 128,136 O I-Material +centres 137,144 O I-Material +started 145,152 O O +to 153,155 O O +appear 156,162 O O +only 163,167 O O +recently 168,176 O O +. 176,177 O O + +It 178,180 O O +has 181,184 O O +been 185,189 O O +suggested 190,199 O O +by 200,202 O O +Bersuker 203,211 O O +et 212,214 O O +al 215,217 O O +. 217,218 O O + +, 218,219 O O +who 220,223 O O +used 224,228 O O +molecular 229,238 O B-Process +models 239,245 O I-Process +, 245,246 O O +that 247,251 O O +electrons 252,261 O B-Material +can 262,265 O O +be 266,268 O O +trapped 269,276 O B-Process +by 277,279 O O +Si 280,282 O B-Material +– 282,283 O I-Material +O 283,284 O I-Material +bonds 285,290 O I-Material +in 291,293 O O +a 294,295 O B-Material +- 295,296 O I-Material +SiO2 296,300 O I-Material +leading 301,308 O I-Material +to 309,311 O O +their 312,317 O O +weakening 318,327 O B-Process +and 328,331 O O +thus 332,336 O O +facilitating 337,349 O O +Si 350,352 O O + +– 352,353 O O + +O 353,354 O O +bond 355,359 O O +dissociation 360,372 O O +[ 373,374 O O +16 374,376 O O +] 376,377 O O +. 377,378 O O + +Further 379,386 O O +calculations 387,399 O O +by 400,402 O O +Camellone 403,412 O O +et 413,415 O O +al 416,418 O O +. 418,419 O O +have 420,424 O O +shown 425,430 O O +that 431,435 O O +electrons 436,445 O B-Material +can 446,449 O O +spontaneously 450,463 O B-Process +trap 464,468 O I-Process +in 469,471 O O +non 472,475 O B-Process +- 475,476 O I-Process +defective 476,485 O I-Process +continuum 486,495 O I-Process +random 496,502 O I-Process +network 503,510 O I-Process +model 511,516 O I-Process +of 517,519 O O +a 520,521 O B-Material +- 521,522 O I-Material +SiO2 522,526 O I-Material + +[ 527,528 O O +17 528,530 O O +] 530,531 O O +. 531,532 O O + +Recent 533,539 O O +calculations 540,552 O O +have 553,557 O O +also 558,562 O O +demonstrated 563,575 O O +that 576,580 O O +the 581,584 O O +two 585,588 O O +dominant 589,597 O O +neutral 598,605 O B-Process +paramagnetic 606,618 O I-Process +defects 619,626 O I-Process +at 627,629 O O +surfaces 630,638 O B-Material +of 639,641 O I-Material +a 642,643 O I-Material +- 643,644 O I-Material +SiO2 644,648 O I-Material +, 648,649 O O +the 650,653 O O +non 654,657 O B-Material +- 657,658 O I-Material +bridging 658,666 O I-Material +oxygen 667,673 O I-Material +centre 674,680 O I-Material +and 681,684 O O +the 685,688 O O +silicon 689,696 O B-Material +dangling 697,705 O I-Material +bond 706,710 O I-Material +, 710,711 O O +are 712,715 O O +deep 716,720 O B-Material +electron 721,729 O I-Material +traps 730,735 O I-Material +and 736,739 O O +can 740,743 O O +form 744,748 O O +the 749,752 O O +corresponding 753,766 O O +negatively 767,777 O B-Material +charged 778,785 O I-Material +defects 786,793 O I-Material +[ 794,795 O O +18 795,797 O O +] 797,798 O O +. 798,799 O O + +However 800,807 O O +, 807,808 O O +these 809,814 O O +theoretical 815,826 O O +predictions 827,838 O O +have 839,843 O O +not 844,847 O O +yet 848,851 O O +been 852,856 O O +confirmed 857,866 O O +experimentally 867,881 O O +, 881,882 O O +emphasising 883,894 O O +the 895,898 O O +challenges 899,909 O O +for 910,913 O O +identifying 914,925 O B-Task +defect 926,932 O I-Task +centres 933,940 O I-Task +. 940,941 O O + + +-DOCSTART- (S016793171300244X) + +Ever 0,4 O O +since 5,10 O O +the 11,14 O O +identification 15,29 O B-Process +of 30,32 O I-Process +the 33,36 O I-Process +paramagnetic 37,49 O I-Process +E′ 50,52 O I-Process +centre 53,59 O I-Process +in 60,62 O I-Process +SiO2 63,67 O I-Process +as 68,70 O O +an 71,73 O O +unpaired 74,82 O B-Material +electron 83,91 O I-Material +localised 92,101 O O +in 102,104 O O +an 105,107 O O +sp3 108,111 O B-Material +hybrid 112,118 O I-Material +orbital 119,126 O I-Material +of 127,129 O O +an 130,132 O O +Si 133,135 O B-Material +atom 136,140 O I-Material +backbonded 141,151 O O +to 152,154 O O +three 155,160 O O +oxygen 161,167 O B-Material +atoms 168,173 O I-Material +, 173,174 O O +a 175,176 O O +number 177,183 O O +of 184,186 O O +attempts 187,195 O O +has 196,199 O O +been 200,204 O O +made 205,209 O O +at 210,212 O O +explaining 213,223 O B-Task +the 224,227 O I-Task +optical 228,235 O I-Task +and 236,239 O I-Task +electronic 240,250 O I-Task +properties 251,261 O I-Task +of 262,264 O I-Task +SiO2 265,269 O I-Task +in 270,272 O I-Task +the 273,276 O I-Task +presence 277,285 O I-Task +of 286,288 O I-Task +E′ 289,291 O I-Task +centres 292,299 O I-Task +. 299,300 O O + +The 301,304 O O +irradiation 305,316 O B-Process +or 317,319 O O +hole 320,324 O B-Process +injection 325,334 O I-Process +induces 335,342 O O +trapping 343,351 O B-Process +of 352,354 O I-Process +positive 355,363 O I-Process +charge 364,370 O I-Process +in 371,373 O I-Process +thin 374,378 O I-Process +layers 379,385 O I-Process +of 386,388 O I-Process +a 389,390 O I-Process +- 390,391 O I-Process +SiO2 391,395 O I-Process +grown 396,401 O I-Process +on 402,404 O I-Process +silicon 405,412 O I-Process +surfaces 413,421 O I-Process +by 422,424 O O +thermal 425,432 O B-Process +oxidation 433,442 O I-Process +. 442,443 O O + +This 444,448 O O +effect 449,455 O O +has 456,459 O O +been 460,464 O O +correlated 465,475 O O +with 476,480 O O +paramagnetic 481,493 O B-Material +E′ 494,496 O I-Material +centre 497,503 O I-Material +signals 504,511 O I-Material +and 512,515 O O +led 516,519 O O +to 520,522 O O +the 523,526 O O +initial 527,534 O O +assignment 535,545 O O +of 546,548 O O +the 549,552 O O +neutral 553,560 O B-Material +oxygen 561,567 O I-Material +vacancy 568,575 O I-Material +as 576,578 O O +the 579,582 O O +major 583,588 O B-Material +hole 589,593 O I-Material +trap 594,598 O I-Material +in 599,601 O O +a 602,603 O B-Material +- 603,604 O I-Material +SiO2 604,608 O I-Material + +[ 609,610 O O +1–3 610,613 O O +] 613,614 O O +. 614,615 O O + +In 616,618 O O +this 619,623 O O +model 624,629 O O +, 629,630 O O +originally 631,641 O O +proposed 642,650 O O +for 651,654 O O +E′ 655,657 O B-Material +centres 658,665 O I-Material +in 666,668 O I-Material +α-quartz 669,677 O I-Material +, 677,678 O O +upon 679,683 O O +trapping 684,692 O O +a 693,694 O O +hole 695,699 O O +, 699,700 O O +one 701,704 O O +Si 705,707 O B-Material +atom 708,712 O I-Material +from 713,717 O O +the 718,721 O O +two 722,725 O O +Si 726,728 O B-Material +atoms 729,734 O I-Material +constituting 735,747 O O +the 748,751 O O +vacancy 752,759 O O +remains 760,767 O O +neutral 768,775 O O +and 776,779 O O +hosts 780,785 O O +the 786,789 O O +localised 790,799 O B-Material +unpaired 800,808 O I-Material +electron 809,817 O I-Material +while 818,823 O O +its 824,827 O O +counterpart 828,839 O O +becomes 840,847 O O +positively 848,858 O O +charged 859,866 O O +. 866,867 O O + +Although 868,876 O O +this 877,881 O O +model 882,887 O O +has 888,891 O O +initially 892,901 O O +been 902,906 O O +accepted 907,915 O O +widely 916,922 O O +for 923,926 O O +its 927,930 O O +simplicity 931,941 O O +, 941,942 O O +it 943,945 O O +fails 946,951 O O +to 952,954 O O +account 955,962 O O +for 963,966 O O +a 967,968 O O +number 969,975 O O +of 976,978 O O +observations 979,991 O O +, 991,992 O O +such 993,997 O O +as 998,1000 O O +the 1001,1004 O O +positive 1005,1013 O B-Process +charge 1014,1020 O I-Process +trapping 1021,1029 O I-Process +without 1030,1037 O O +generation 1038,1048 O O +of 1049,1051 O O +E′ 1052,1054 O B-Material +centres 1055,1062 O I-Material +[ 1063,1064 O O +4 1064,1065 O O +] 1065,1066 O O +, 1066,1067 O O +the 1068,1071 O O +formation 1072,1081 O O +of 1082,1084 O O +high 1085,1089 O B-Material +density 1090,1097 O I-Material +of 1098,1100 O I-Material +E′ 1101,1103 O I-Material +centres 1104,1111 O I-Material +without 1112,1119 O O +the 1120,1123 O O +corresponding 1124,1137 O O +density 1138,1145 O O +of 1146,1148 O O +positive 1149,1157 O B-Process +charge 1158,1164 O I-Process +[ 1165,1166 O O +5 1166,1167 O O +] 1167,1168 O O +, 1168,1169 O O +and 1170,1173 O O +the 1174,1177 O O +absence 1178,1185 O O +of 1186,1188 O O +correlation 1189,1200 O O +between 1201,1208 O O +the 1209,1212 O O +decrease 1213,1221 O O +of 1222,1224 O O +the 1225,1228 O O +E′ 1229,1231 O B-Material +centre 1232,1238 O I-Material +density 1239,1246 O O +and 1247,1250 O O +the 1251,1254 O O +density 1255,1262 O O +of 1263,1265 O O +positive 1266,1274 O O +charge 1275,1281 O O +upon 1282,1286 O O +post 1287,1291 O B-Process +- 1291,1292 O I-Process +irradiation 1292,1303 O I-Process +electron 1304,1312 O I-Process +injection 1313,1322 O I-Process +in 1323,1325 O O +SiO2 1326,1330 O B-Material +[ 1331,1332 O O +6 1332,1333 O O +] 1333,1334 O O +. 1334,1335 O O + + +-DOCSTART- (S0167931713002487) + +Ge 0,2 O B-Material +( 3,4 O I-Material +100 4,7 O I-Material +) 7,8 O I-Material +wafers 9,15 O I-Material +( 16,17 O O +n- 17,19 O B-Material +and 20,23 O I-Material +p 24,25 O I-Material +- 25,26 O I-Material +type 26,30 O I-Material +) 30,31 O O +were 32,36 O O +cleaned 37,44 O B-Process +in 45,47 O I-Process +ultra 48,53 O I-Process +high 54,58 O I-Process +vacuum 59,65 O I-Process +( 66,67 O O +< 67,68 O O +10−6 68,72 O O +mbar 72,76 O O +) 76,77 O O +at 78,80 O O +500 81,84 O O +° 84,85 O O +C 85,86 O O +and 87,90 O O +600 91,94 O O +° 94,95 O O +C 95,96 O O +for 97,100 O O +10min 101,106 O O +to 107,109 O O +evaporate 110,119 O B-Process +any 120,123 O I-Process +native 124,130 O I-Process +oxide 131,136 O I-Process +and 137,140 O O +so 141,143 O O +achieve 144,151 O O +an 152,154 O O +oxide 155,160 O B-Material +free 161,165 O I-Material +surface 166,173 O I-Material +. 173,174 O O + +Subsequently 175,187 O O +, 187,188 O O +wafers 189,195 O B-Material +were 196,200 O O +exposed 201,208 O O +to 209,211 O O +an 212,214 O O +Al 215,217 O B-Process +flux 218,222 O I-Process +for 223,226 O O +a 227,228 O O +range 229,234 O O +of 235,237 O O +times 238,243 O O +to 244,246 O O +deposit 247,254 O O +ultrathin 255,264 O B-Material +Al 265,267 O I-Material +layers 268,274 O I-Material +. 274,275 O O + +The 276,279 O O +samples 280,287 O B-Material +were 288,292 O O +then 293,297 O O +oxidized 298,306 O B-Process +at 307,309 O O +ambient 310,317 O O +temperatures 318,330 O O +in 331,333 O O +the 334,337 O O +MBE 338,341 O B-Material +load 342,346 O I-Material +lock 347,351 O I-Material +to 352,354 O O +produce 355,362 O B-Task +Al2O3 363,368 O I-Task +layers 369,375 O I-Task +. 375,376 O O + +The 377,380 O O +samples 381,388 O B-Material +were 389,393 O O +transferred 394,405 O O +within 406,412 O O +1min 413,417 O O +to 418,420 O O +an 421,423 O O +Oxford 424,430 O B-Material +Instruments 431,442 O I-Material +OpAL 443,447 O I-Material +reactor 448,455 O I-Material +and 456,459 O O +thin 460,464 O B-Material +films 465,470 O I-Material +of 471,473 O I-Material +HfO2 474,478 O I-Material +were 479,483 O O +deposited 484,493 O O +on 494,496 O O +the 497,500 O O +Al2O3 501,506 O B-Material +using 507,512 O O +atomic 513,519 O B-Process +layer 520,525 O I-Process +deposition 526,536 O I-Process +( 537,538 O O +ALD 538,541 O B-Process +) 541,542 O O +. 542,543 O O + +The 544,547 O O +HfO2 548,552 O B-Process +depositions 553,564 O I-Process +used 565,569 O O +a 570,571 O O +[ 572,573 O B-Material +( 573,574 O I-Material +CpMe)2HfOMeMe 574,587 O I-Material +] 587,588 O I-Material +precursor 589,598 O I-Material +coupled 599,606 O O +with 607,611 O O +an 612,614 O O +O2 615,617 O B-Material +plasma 618,624 O I-Material +as 625,627 O O +the 628,631 O O +oxidizing 632,641 O B-Material +species 642,649 O I-Material +. 649,650 O O + +Between 651,658 O O +30 659,661 O O +and 662,665 O O +130 666,669 O O +ALD 670,673 O O +cycles 674,680 O O +were 681,685 O O +used 686,690 O O +to 691,693 O O +grow 694,698 O B-Process +HfO2 699,703 O I-Process +thicknesses 704,715 O I-Process +from 716,720 O O +1.6 721,724 O O +to 725,727 O O +7 728,729 O O +nm 729,731 O O +at 732,734 O O +250 735,738 O O +° 738,739 O O +C 739,740 O O +. 740,741 O O + +For 742,745 O O +electrical 746,756 O B-Task +measurements 757,769 O I-Task +, 769,770 O O +circular 771,779 O B-Material +gold 780,784 O I-Material +contacts 785,793 O I-Material +of 794,796 O O +area 797,801 O O +1.96×10−3cm2 802,814 O O +were 815,819 O O +deposited 820,829 O O +onto 830,834 O O +the 835,838 O O +films 839,844 O B-Material +to 845,847 O O +form 848,852 O O +MOS 853,856 O B-Material +gate 857,861 O I-Material +electrodes 862,872 O I-Material +and 873,876 O O +Al 877,879 O B-Material +was 880,883 O O +deposited 884,893 O O +on 894,896 O O +the 897,900 O O +back 901,905 O O +of 906,908 O O +the 909,912 O O +Ge 913,915 O B-Material +wafers 916,922 O I-Material +to 923,925 O O +provide 926,933 O O +an 934,936 O O +ohmic 937,942 O B-Material +contact 943,950 O I-Material +. 950,951 O O + +After 952,957 O O +preliminary 958,969 O O +measurements 970,982 O O +, 982,983 O O +the 984,987 O O +samples 988,995 O B-Material +were 996,1000 O O +annealed 1001,1009 O B-Process +in 1010,1012 O I-Process +forming 1013,1020 O I-Process +gas 1021,1024 O I-Process +( 1025,1026 O O +FGA 1026,1029 O B-Material +) 1029,1030 O O +at 1031,1033 O O +350 1034,1037 O O +° 1037,1038 O O +C 1038,1039 O O +for 1040,1043 O O +30min 1044,1049 O O +. 1049,1050 O O + +The 1051,1054 O O +oxide 1055,1060 O B-Material +leakage 1061,1068 O I-Material +current 1069,1076 O I-Material +was 1077,1080 O O +measured 1081,1089 O B-Process +using 1090,1095 O O +a 1096,1097 O O +Keithley 1098,1106 O B-Material +230B 1107,1111 O I-Material +voltage 1112,1119 O I-Material +source 1120,1126 O I-Material +and 1127,1130 O O +Keithley 1131,1139 O B-Material +617B 1140,1144 O I-Material +electrometer 1145,1157 O I-Material +. 1157,1158 O O + +The 1159,1162 O O +HP 1163,1165 O B-Material +4192A 1166,1171 O I-Material +low 1172,1175 O I-Material +frequency 1176,1185 O I-Material +( 1186,1187 O I-Material +LF 1187,1189 O I-Material +) 1189,1190 O I-Material +impedance 1191,1200 O I-Material +analyzer 1201,1209 O I-Material +at 1210,1212 O O +small 1213,1218 O O +signal 1219,1225 O O +frequencies 1226,1237 O O +between 1238,1245 O O +100Hz 1246,1251 O O +to 1252,1254 O O +1MHz 1255,1259 O O +was 1260,1263 O O +used 1264,1268 O O +to 1269,1271 O B-Task +perform 1272,1279 O I-Task +high 1280,1284 O I-Task +frequency 1285,1294 O I-Task +capacitance 1295,1306 O I-Task +– 1306,1307 O I-Task +voltage 1307,1314 O I-Task +( 1315,1316 O I-Task +HF 1316,1318 O I-Task +CV 1319,1321 O I-Task +) 1321,1322 O I-Task +measurements 1323,1335 O I-Task +. 1335,1336 O O + + +-DOCSTART- (S0167931713004061) + +We 0,2 O O +have 3,7 O O +demonstrated 8,20 O O +a 21,22 O O +new 23,26 O O +approach 27,35 O O +to 36,38 O O +the 39,42 O O +manufacture 43,54 O B-Task +of 55,57 O I-Task +self 58,62 O I-Task +- 62,63 O I-Task +folding 63,70 O I-Task +hydrogel 71,79 O I-Task +scaffolds 80,89 O I-Task +by 90,92 O O +the 93,96 O O +use 97,100 O O +of 101,103 O O +readily 104,111 O B-Process +available 112,121 O I-Process +and 122,125 O I-Process +fast 126,130 O I-Process +throughput 131,141 O I-Process +methods 142,149 O I-Process +. 149,150 O O + +The 151,154 O O +process 155,162 O O +shows 163,168 O O +effective 169,178 O B-Process +pattern 179,186 O I-Process +transfer 187,195 O I-Process +by 196,198 O O +first 199,204 O O +embossing 205,214 O B-Process +a 215,216 O I-Process +sacrificial 217,228 O I-Process +layer 229,234 O I-Process +and 235,238 O O +using 239,244 O B-Process +it 245,247 O I-Process +as 248,250 O I-Process +a 251,252 O I-Process +soluble 253,260 O I-Process +mould 261,266 O I-Process +in 267,269 O I-Process +the 270,273 O I-Process +fabrication 274,285 O I-Process +process 286,293 O I-Process +. 293,294 O O + +The 295,298 O O +use 299,302 O O +of 303,305 O O +a 306,307 O O +sacrificial 308,319 O B-Material +layer 320,325 O I-Material +of 326,328 O I-Material +PAA 329,332 O I-Material +imparts 333,340 O O +environmental 341,354 O O +sensitivity 355,366 O O +to 367,369 O O +the 370,373 O O +hydrogel 374,382 O B-Material +film 383,387 O I-Material +on 388,390 O O +only 391,395 O O +one 396,399 O O +surface 400,407 O B-Material +. 407,408 O O + +The 409,412 O O +subsequent 413,423 O O +swelling 424,432 O B-Process +of 433,435 O I-Process +the 436,439 O I-Process +PAA 440,443 O I-Process +inter 444,449 O I-Process +- 449,450 O I-Process +penetrating 450,461 O I-Process +network 462,469 O I-Process +( 470,471 O O +IPN 471,474 O B-Process +) 474,475 O O +in 476,478 O O +elevated 479,487 O B-Material +pH 488,490 O I-Material +causes 491,497 O O +a 498,499 O O +swelling 500,508 O B-Process +differential 509,521 O I-Process +across 522,528 O O +the 529,532 O O +film 533,537 O B-Material +, 537,538 O O +causing 539,546 O O +it 547,549 O O +to 550,552 O O +roll 553,557 O B-Process +to 558,560 O O +accommodate 561,572 O B-Task +the 573,576 O I-Task +difference 577,587 O I-Task +in 588,590 O I-Task +surface 591,598 O I-Task +area 599,603 O I-Task +between 604,611 O I-Task +the 612,615 O I-Task +two 616,619 O I-Task +surfaces 620,628 O I-Task +. 628,629 O O + +The 630,633 O O +surface 634,641 O O +functionalization 642,659 O O +and 660,663 O O +patterning 664,674 O O +stages 675,681 O O +are 682,685 O O +thus 686,690 O O +combined 691,699 O O +into 700,704 O O +one 705,708 O O +photolithographic 709,726 O B-Process +operation 727,736 O I-Process +. 736,737 O O + +The 738,741 O O +net 742,745 O O +result 746,752 O O +is 753,755 O O +a 756,757 O O +method 758,764 O O +of 765,767 O O +producing 768,777 O B-Process +environmentally 778,793 O I-Process +triggered 794,803 O I-Process +self 804,808 O I-Process +- 808,809 O I-Process +folding 809,816 O I-Process +all 817,820 O I-Process +hydrogel 821,829 O I-Process +scaffolds 830,839 O I-Process +by 840,842 O O +a 843,844 O O +, 844,845 O O +to 846,848 O O +the 849,852 O O +authors’ 853,861 O O +knowledge 862,871 O O +, 871,872 O O +novel 873,878 O B-Task +use 879,882 O I-Task +of 883,885 O I-Task +sacrificial 886,897 O I-Task +layer 898,903 O I-Task +embossing 904,913 O I-Task +. 913,914 O O + +The 915,918 O O +patterned 919,928 O B-Material +hydrogel 929,937 O I-Material +films 938,943 O I-Material +can 944,947 O O +be 948,950 O O +triggered 951,960 O B-Process +consecutively 961,974 O I-Process +allowing 975,983 O O +for 984,987 O O +successive 988,998 O O +rolling 999,1006 O B-Process +and 1007,1010 O O +unrolling 1011,1020 O B-Process +depending 1021,1030 O O +on 1031,1033 O O +the 1034,1037 O O +aqueous 1038,1045 O B-Material +pH. 1046,1049 O I-Material +The 1050,1053 O O +choice 1054,1060 O O +of 1061,1063 O O +PEGDMA 1064,1070 O B-Material +hydrogel 1071,1079 O I-Material +provides 1080,1088 O O +a 1089,1090 O O +versatile 1091,1100 O B-Material +platform 1101,1109 O I-Material +for 1110,1113 O I-Material +creating 1114,1122 O I-Material +a 1123,1124 O I-Material +variety 1125,1132 O I-Material +of 1133,1135 O I-Material +hydrogel 1136,1144 O I-Material +scaffolds 1145,1154 O I-Material +, 1154,1155 O O +and 1156,1159 O O +while 1160,1165 O O +being 1166,1171 O O +non 1172,1175 O O +- 1175,1176 O O +fouling 1176,1183 O O +and 1184,1187 O O +nontoxic 1188,1196 O O +it 1197,1199 O O +is 1200,1202 O O +permeable 1203,1212 O O +to 1213,1215 O O +proteins 1216,1224 O B-Material +. 1224,1225 O O + +Furthermore 1226,1237 O O +PEGDMA 1238,1244 O B-Material +can 1245,1248 O O +be 1249,1251 O O +modified 1252,1260 O O +to 1261,1263 O O +produce 1264,1271 O B-Task +biodegradable 1272,1285 O I-Task +and 1286,1289 O I-Task +cell 1290,1294 O I-Task +adhesive 1295,1303 O I-Task +hydrogels 1304,1313 O I-Task +for 1314,1317 O O +a 1318,1319 O O +variety 1320,1327 O O +of 1328,1330 O O +biomedical 1331,1341 O B-Task +applications 1342,1354 O I-Task +. 1354,1355 O O + + +-DOCSTART- (S0167931713004991) + +The 0,3 O O +number 4,10 O O +of 11,13 O O +experiments 14,25 O O +conducted 26,35 O O +was 36,39 O O +reduced 40,47 O O +by 48,50 O O +selecting 51,60 O O +the 61,64 O O +four 65,69 O O +most 70,74 O O +important 75,84 O O +parameters 85,95 O O +for 96,99 O O +variation 100,109 O O +, 109,110 O O +Table 111,116 O O +1 117,118 O O +while 119,124 O O +the 125,128 O O +remaining 129,138 O O +parameters 139,149 O O +were 150,154 O O +kept 155,159 O O +constant 160,168 O O +. 168,169 O O + +The 170,173 O O +O2 174,176 O O +flow 177,181 O O +rate 182,186 O O +( 187,188 O O +QO2 188,191 O O +) 191,192 O O +was 193,196 O O +keep 197,201 O O +constant 202,210 O O +at 211,213 O O +99sccm 214,220 O O +, 220,221 O O +while 222,227 O O +the 228,231 O O +SF6 232,235 O O +flow 236,240 O O +rate 241,245 O O +( 246,247 O O +QSF6 247,251 O O +) 251,252 O O +was 253,256 O O +varied 257,263 O O +between 264,271 O O +0 272,273 O O +and 274,277 O O +20sccm 278,284 O O +. 284,285 O O + +The 286,289 O O +pressure 290,298 O B-Process +in 299,301 O I-Process +the 302,305 O I-Process +etch 306,310 O I-Process +chamber 311,318 O I-Process +was 319,322 O O +controlled 323,333 O O +to 334,336 O O +keep 337,341 O B-Task +the 342,345 O I-Task +gas 346,349 O I-Task +density 350,357 O I-Task +stable 358,364 O I-Task +. 364,365 O O + +Since 366,371 O O +the 372,375 O O +pressure 376,384 O O +has 385,388 O O +a 389,390 O O +pronounced 391,401 O O +effect 402,408 O O +on 409,411 O O +etch 412,416 O O +characteristics 417,432 O O +, 432,433 O O +the 434,437 O O +pressure 438,446 O O +( 447,448 O O +p 448,449 O O +) 449,450 O O +was 451,454 O O +varied 455,461 O O +between 462,469 O O +20 470,472 O O +and 473,476 O O +40mTorr 477,484 O O +. 484,485 O O + +It 486,488 O O +should 489,495 O O +be 496,498 O O +noted 499,504 O O +that 505,509 O O +the 510,513 O O +system 514,520 O O +was 521,524 O O +run 525,528 O O +in 529,531 O O +automatic 532,541 O B-Process +pressure 542,550 O I-Process +control 551,558 O I-Process +mode 559,563 O O +, 563,564 O O +which 565,570 O O +continuously 571,583 O O +adjusts 584,591 O B-Process +the 592,595 O I-Process +throttle 596,604 O I-Process +valve 605,610 O I-Process +to 611,613 O O +keep 614,618 O O +a 619,620 O O +constant 621,629 O O +pressure 630,638 O O +during 639,645 O O +etch 646,650 O O +. 650,651 O O + +The 652,655 O O +coil 656,660 O O +power 661,666 O O +( 667,668 O O +PC 668,670 O O +) 670,671 O O +was 672,675 O O +fixed 676,681 O O +at 682,684 O O +1000W 685,690 O O +, 690,691 O O +while 692,697 O O +the 698,701 O O +bias 702,706 O O +power 707,712 O O +( 713,714 O O +PB 714,716 O O +) 716,717 O O +was 718,721 O O +varied 722,728 O O +between 729,736 O O +0 737,738 O O +and 739,742 O O +30W. 743,747 O O +Finally 748,755 O O +, 755,756 O O +the 757,760 O O +substrate 761,770 O O +chuck 771,776 O O +temperature 777,788 O O +( 789,790 O O +T 790,791 O O +) 791,792 O O +was 793,796 O O +controlled 797,807 O O +between 808,815 O O +10 816,818 O O +and 819,822 O O +50 823,825 O O +° 825,826 O O +C 826,827 O O +. 827,828 O O + +This 829,833 O O +design 834,840 O O +resulted 841,849 O O +in 850,852 O O +a 853,854 O O +full 855,859 O O +factorial 860,869 O B-Process +screening 870,879 O I-Process +in 880,882 O O +four 883,887 O O +parameters 888,898 O O +, 898,899 O O +where 900,905 O O +three 906,911 O O +center 912,918 O O +points 919,925 O O +were 926,930 O O +used 931,935 O O +to 936,938 O O +check 939,944 O B-Process +for 945,948 O I-Process +quadratic 949,958 O I-Process +curvature 959,968 O I-Process +, 968,969 O O +where 970,975 O O +the 976,979 O O +quadratic 980,989 O O +term 990,994 O O +of 995,997 O O +a 998,999 O O +parameter 1000,1009 O O +is 1010,1012 O O +needed 1013,1019 O O +to 1020,1022 O O +generate 1023,1031 O O +a 1032,1033 O O +valid 1034,1039 O O +model 1040,1045 O O +. 1045,1046 O O + +The 1047,1050 O O +total 1051,1056 O O +number 1057,1063 O O +of 1064,1066 O O +experiments 1067,1078 O O +in 1079,1081 O O +this 1082,1086 O O +setup 1087,1092 O O +is 1093,1095 O O +19 1096,1098 O O +, 1098,1099 O O +which 1100,1105 O O +were 1106,1110 O O +processed 1111,1120 O O +for 1121,1124 O O +20min 1125,1130 O O +each 1131,1135 O O +. 1135,1136 O O + +The 1137,1140 O O +experiments 1141,1152 O O +in 1153,1155 O O +the 1156,1159 O O +design 1160,1166 O O +were 1167,1171 O O +carried 1172,1179 O O +out 1180,1183 O O +in 1184,1186 O O +random 1187,1193 O O +order 1194,1199 O O +. 1199,1200 O O + + +-DOCSTART- (S0167931713005042) + +We 0,2 O O +used 3,7 O O +2μm 8,11 O O +of 12,14 O O +ultra 15,20 O B-Material +- 20,21 O I-Material +nanocrystalline 21,36 O I-Material +diamond 37,44 O I-Material +( 45,46 O O +UNCD 46,50 O B-Material +) 50,51 O O +grown 52,57 O O +by 58,60 O O +chemical 61,69 O B-Process +vapour 70,76 O I-Process +deposition 77,87 O I-Process +( 88,89 O O +CVD 89,92 O B-Process +) 92,93 O O +on 94,96 O O +a 97,98 O O +∼520μm 99,105 O O +silicon 106,113 O O +carrier 114,121 O O +wafer 122,127 O O +from 128,132 O O +Advanced 133,141 O O +Diamond 142,149 O O +Technologies 150,162 O O +Ltd. 163,167 O O +Detailed 168,176 O O +information 177,188 O O +about 189,194 O O +the 195,198 O O +material 199,207 O O +and 208,211 O O +the 212,215 O O +stamp 216,221 O O +fabrication 222,233 O O +can 234,237 O O +be 238,240 O O +found 241,246 O O +in 247,249 O O +our 250,253 O O +earlier 254,261 O O +paper 262,267 O O +[ 268,269 O O +16 269,271 O O +] 271,272 O O +. 272,273 O O + +The 274,277 O O +UNCD 278,282 O B-Material +wafer 283,288 O I-Material +was 289,292 O O +scribed 293,300 O O +into 301,305 O O +1×1cm2 306,312 O O +samples 313,320 O O +and 321,324 O O +subjected 325,334 O O +to 335,337 O O +RCA 338,341 O B-Process +cleaning 342,350 O I-Process +( 351,352 O O +SC-1 352,356 O O +) 356,357 O O +, 357,358 O O +followed 359,367 O O +by 368,370 O O +ultrasonic 371,381 O B-Process +solvent 382,389 O I-Process +cleaning 390,398 O I-Process +. 398,399 O O + +Nanofeature 400,411 O O +stamps 412,418 O O +were 419,423 O O +then 424,428 O O +created 429,436 O O +from 437,441 O O +the 442,445 O O +samples 446,453 O O +using 454,459 O O +conventional 460,472 O B-Process +electron 473,481 O I-Process +beam 482,486 O I-Process +lithography 487,498 O I-Process +( 499,500 O O +EBL 500,503 O B-Process +) 503,504 O O +with 505,509 O O +negative 510,518 O B-Material +tone 519,523 O I-Material +electron 524,532 O I-Material +sensitive 533,542 O I-Material +resist 543,549 O I-Material +, 549,550 O O +hydrogen 551,559 O B-Material +silsesquioxane 560,574 O I-Material +( 575,576 O O +HSQ 576,579 O B-Material +) 579,580 O O +. 580,581 O O + +An 582,584 O O +Al 585,587 O B-Material +discharge 588,597 O I-Material +layer 598,603 O I-Material +was 604,607 O O +required 608,616 O O +above 617,622 O O +the 623,626 O O +resist 627,633 O O +to 634,636 O O +prevent 637,644 O B-Task +e 645,646 O I-Task +- 646,647 O I-Task +beam 647,651 O I-Task +deflection 652,662 O I-Task +due 663,666 O I-Task +to 667,669 O I-Task +charge 670,676 O I-Task +build 677,682 O I-Task +- 682,683 O I-Task +up 683,685 O I-Task +on 686,688 O I-Task +the 689,692 O I-Task +surface 693,700 O I-Task +[ 701,702 O O +17 702,704 O O +] 704,705 O O +. 705,706 O O + +Several 707,714 O B-Task +stamps 715,721 O I-Task +were 722,726 O I-Task +produced 727,735 O I-Task +with 736,740 O O +this 741,745 O O +process 746,753 O O +and 754,757 O O +the 758,761 O O +pattern 762,769 O O +written 770,777 O O +varied 778,784 O O +in 785,787 O O +design 788,794 O O +but 795,798 O O +consisted 799,808 O O +of 809,811 O O +arrays 812,818 O O +of 819,821 O O +circular 822,830 O B-Material +pillars 831,838 O I-Material +. 838,839 O O + +After 840,845 O O +EBL 846,849 O B-Task +and 850,853 O I-Task +HSQ 854,857 O I-Task +development 858,869 O I-Task +, 869,870 O I-Task +the 871,874 O I-Task +HSQ 875,878 O B-Material +was 879,882 O O +used 883,887 O O +as 888,890 O O +an 891,893 O O +etch 894,898 O B-Material +mask 899,903 O I-Material +for 904,907 O O +RIE 908,911 O B-Material +with 912,916 O O +a 917,918 O O +mixture 919,926 O O +of 927,929 O O +oxygen 930,936 O B-Material +and 937,940 O O +argon 941,946 O B-Material +gas 947,950 O I-Material +. 950,951 O O + +The 952,955 O O +etched 956,962 O B-Material +diamond 963,970 O I-Material +nanopillars 971,982 O I-Material +were 983,987 O O +typically 988,997 O O +225 998,1001 O O +nm 1001,1003 O O +high 1004,1008 O O +. 1008,1009 O O + +Fig 1010,1013 O O +. 1013,1014 O O + +1 1015,1016 O O +displays 1017,1025 O O +a 1026,1027 O O +scanning 1028,1036 O B-Material +electron 1037,1045 O I-Material +micrograph 1046,1056 O I-Material +of 1057,1059 O O +some 1060,1064 O O +typical 1065,1072 O O +stamp 1073,1078 O O +features 1079,1087 O O +. 1087,1088 O O + + +-DOCSTART- (S0167931713006904) + +Copper 0,6 O B-Task +electro 7,14 O I-Task +- 14,15 O I-Task +chemical 15,23 O I-Task +deposition 24,34 O I-Task +( 35,36 O I-Task +ECD 36,39 O I-Task +) 39,40 O I-Task +of 41,43 O I-Task +through 44,51 O I-Task +silicon 52,59 O I-Task +via 60,63 O I-Task +( 64,65 O I-Task +TSV 65,68 O I-Task +) 68,69 O I-Task +is 70,72 O O +a 73,74 O O +key 75,78 O O +challenge 79,88 O O +of 89,91 O O +3D 92,94 O B-Task +integration 95,106 O I-Task +. 106,107 O O + +This 108,112 O O +paper 113,118 O O +presents 119,127 O O +a 128,129 O O +numerical 130,139 O B-Process +modeling 140,148 O I-Process +of 149,151 O I-Process +TSV 152,155 O I-Process +filling 156,163 O I-Process +concerning 164,174 O O +the 175,178 O O +influence 179,188 O O +of 189,191 O O +the 192,195 O O +accelerator 196,207 O B-Material +and 208,211 O I-Material +the 212,215 O I-Material +suppressor 216,226 O I-Material +. 226,227 O I-Material + +The 228,231 O O +diffusion 232,241 O B-Process +– 241,242 O I-Process +adsorption 242,252 O I-Process +model 253,258 O I-Process +was 259,262 O O +used 263,267 O O +in 268,270 O O +the 271,274 O O +simulation 275,285 O B-Process +and 286,289 O I-Process +effects 290,297 O I-Process +of 298,300 O I-Process +the 301,304 O I-Process +additives 305,314 O I-Process +were 315,319 O O +incorporated 320,332 O O +in 333,335 O O +the 336,339 O O +model 340,345 O O +. 345,346 O O + +The 347,350 O O +boundary 351,359 O O +conditions 360,370 O O +were 371,375 O O +derived 376,383 O O +from 384,388 O O +a 389,390 O O +set 391,394 O B-Material +of 395,397 O I-Material +experimental 398,410 O I-Material +Tafel 411,416 O I-Material +curves 417,423 O I-Material +with 424,428 O O +different 429,438 O O +concentrations 439,453 O O +of 454,456 O O +additives 457,466 O B-Material +, 466,467 O O +which 468,473 O O +provided 474,482 O O +a 483,484 O O +quick 485,490 O O +and 491,494 O O +accurate 495,503 O O +way 504,507 O O +for 508,511 O O +copper 512,518 O B-Process +ECD 519,522 O I-Process +process 523,530 O I-Process +prediction 531,541 O I-Process +without 542,549 O O +complicated 550,561 O O +surface 562,569 O O +kinetic 570,577 O O +parameters 578,588 O O +fitting 589,596 O O +. 596,597 O O + +The 598,601 O O +level 602,607 O B-Process +set 608,611 O I-Process +method 612,618 O I-Process +( 619,620 O O +LSM 620,623 O B-Process +) 623,624 O O +was 625,628 O O +employed 629,637 O O +to 638,640 O O +track 641,646 O B-Task +the 647,650 O I-Task +copper 651,657 O I-Task +and 658,661 O I-Task +electrolyte 662,673 O I-Task +interface 674,683 O I-Task +. 683,684 O O + +The 685,688 O O +simulation 689,699 O B-Process +results 700,707 O O +were 708,712 O O +in 713,715 O O +good 716,720 O O +agreement 721,730 O O +with 731,735 O O +the 736,739 O O +experiments 740,751 O O +. 751,752 O O + +For 753,756 O O +a 757,758 O O +given 759,764 O O +feature 765,772 O O +size 773,777 O O +, 777,778 O O +the 779,782 O O +current 783,790 O O +density 791,798 O O +for 799,802 O O +superfilling 803,815 O B-Material +could 816,821 O O +be 822,824 O O +predicted 825,834 O O +, 834,835 O O +which 836,841 O O +provided 842,850 O O +a 851,852 O O +guideline 853,862 O O +for 863,866 O O +ECD 867,870 O B-Process +process 871,878 O I-Process +optimization 879,891 O I-Process +. 891,892 O O + + +-DOCSTART- (S0167931714000203) + +To 0,2 O O +restrict 3,11 O B-Task +pollen 12,18 O I-Task +tube 19,23 O I-Task +growth 24,30 O I-Task +to 31,33 O I-Task +a 34,35 O I-Task +single 36,42 O I-Task +focal 43,48 O I-Task +plane 49,54 O I-Task +is 55,57 O O +an 58,60 O O +important 61,70 O O +subject 71,78 O O +to 79,81 O O +enable 82,88 O O +their 89,94 O O +accurate 95,103 O O +growth 104,110 O B-Process +analysis 111,119 O I-Process +under 120,125 O I-Process +microscopic 126,137 O I-Process +observation 138,149 O I-Process +. 149,150 O O + +In 151,153 O O +the 154,157 O O +conventional 158,170 O O +method 171,177 O O +to 178,180 O O +assay 181,186 O B-Process +pollen 187,193 O I-Process +tube 194,198 O I-Process +growth 199,205 O I-Process +, 205,206 O I-Process +the 207,210 O O +pollen 211,217 O B-Process +tubes 218,223 O I-Process +grow 224,228 O I-Process +in 229,231 O O +a 232,233 O O +disorderly 234,244 O O +manner 245,251 O O +on 252,254 O O +solid 255,260 O O +medium 261,267 O O +, 267,268 O O +rendering 269,278 O O +it 279,281 O O +impossible 282,292 O O +to 293,295 O O +observe 296,303 O B-Process +their 304,309 O I-Process +growth 310,316 O I-Process +in 317,319 O I-Process +detail 320,326 O I-Process +. 326,327 O I-Process + +Here 328,332 O O +, 332,333 O O +we 334,336 O O +present 337,344 O O +a 345,346 O O +new 347,350 O B-Task +method 351,357 O I-Task +to 358,360 O I-Task +assay 361,366 O I-Task +pollen 367,373 O I-Task +tube 374,378 O I-Task +growth 379,385 O I-Task +using 386,391 O O +poly 392,396 O B-Material +- 396,397 O I-Material +dimethylsiloxane 397,413 O I-Material +microchannel 414,426 O I-Material +device 427,433 O I-Material +to 434,436 O O +isolate 437,444 O B-Process +individual 445,455 O I-Process +pollen 456,462 O I-Process +tubes 463,468 O I-Process +. 468,469 O O + +The 470,473 O O +growth 474,480 O O +of 481,483 O O +the 484,487 O O +pollen 488,494 O B-Material +tube 495,499 O I-Material +is 500,502 O O +confined 503,511 O O +to 512,514 O O +the 515,518 O O +microchannel 519,531 O O +and 532,535 O O +to 536,538 O O +the 539,542 O O +same 543,547 O O +focal 548,553 O O +plane 554,559 O O +, 559,560 O O +allowing 561,569 O O +accurate 570,578 O B-Task +microscopic 579,590 O I-Task +observations 591,603 O I-Task +. 603,604 O O + +This 605,609 O O +methodology 610,621 O O +has 622,625 O O +the 626,629 O O +potential 630,639 O O +for 640,643 O O +analyses 644,652 O B-Task +of 653,655 O I-Task +pollen 656,662 O I-Task +tube 663,667 O I-Task +growth 668,674 O I-Task +in 675,677 O O +microfluidic 678,690 O O +environments 691,703 O O +in 704,706 O O +response 707,715 O O +to 716,718 O O +chemical 719,727 O B-Material +products 728,736 O I-Material +and 737,740 O O +signaling 741,750 O B-Material +molecules 751,760 O I-Material +, 760,761 O O +which 762,767 O O +paves 768,773 O O +the 774,777 O O +way 778,781 O O +for 782,785 O O +various 786,793 O O +experiments 794,805 O B-Task +on 806,808 O I-Task +plant 809,814 O I-Task +reproduction 815,827 O I-Task +. 827,828 O O + + +-DOCSTART- (S0167931714003347) + +In 0,2 O O +order 3,8 O O +to 9,11 O O +study 12,17 O B-Task +the 18,21 O I-Task +mechanical 22,32 O I-Task +behavior 33,41 O I-Task +of 42,44 O O +metal 45,50 O B-Material +films 51,56 O I-Material +on 57,59 O O +compliant 60,69 O O +polymer 70,77 O B-Material +substrates 78,88 O I-Material +, 88,89 O O +fragmentation 90,103 O B-Process +testing 104,111 O I-Process +is 112,114 O O +often 115,120 O O +employed 121,129 O O +[ 130,131 O O +8–12 131,135 O O +] 135,136 O O +. 136,137 O O + +During 138,144 O O +fragmentation 145,158 O B-Process +testing 159,166 O I-Process +, 166,167 O O +the 168,171 O O +film 172,176 O B-Material +- 176,177 O I-Material +substrate 177,186 O I-Material +couple 187,193 O I-Material +is 194,196 O O +strained 197,205 O B-Process +under 206,211 O I-Process +uni 212,215 O I-Process +- 215,216 O I-Process +axial 216,221 O I-Process +tension 222,229 O I-Process +and 230,233 O O +observed 234,242 O O +with 243,247 O O +light 248,253 O B-Process +microscopy 254,264 O I-Process +( 265,266 O O +LM 266,268 O B-Process +) 268,269 O O +or 270,272 O O +scanning 273,281 O B-Process +electron 282,290 O I-Process +microscopy 291,301 O I-Process +( 302,303 O O +SEM 303,306 O B-Process +) 306,307 O O +. 307,308 O O + +Brittle 309,316 O B-Material +metals 317,323 O I-Material +or 324,326 O O +ceramic 327,334 O B-Material +films 335,340 O I-Material +fracture 341,349 O B-Process +, 349,350 O O +forming 351,358 O O +through 359,366 O O +thickness 367,376 O O +cracks 377,383 O O +( 384,385 O O +channel 385,392 O O +cracks 393,399 O O +) 399,400 O O +at 401,403 O O +low 404,407 O O +strain 408,414 O O +perpendicular 415,428 O O +to 429,431 O O +the 432,435 O O +straining 436,445 O O +direction 446,455 O O +. 455,456 O O + +On 457,459 O O +the 460,463 O O +other 464,469 O O +hand 470,474 O O +, 474,475 O O +ductile 476,483 O O +metal 484,489 O B-Material +films 490,495 O I-Material +will 496,500 O O +first 501,506 O O +deform 507,513 O B-Process +locally 514,521 O I-Process +in 522,524 O O +the 525,528 O O +form 529,533 O O +of 534,536 O O +necks 537,542 O O +at 543,545 O O +low 546,549 O O +strains 550,557 O O +( 558,559 O O +Fig 559,562 O O +. 562,563 O O + +1a 564,566 O O +) 566,567 O O +and 568,571 O O +with 572,576 O O +increased 577,586 O O +strain 587,593 O B-Process +through 594,601 O O +thickness 602,611 O O +cracks 612,618 O O +( 619,620 O O +TTC 620,623 O O +) 623,624 O O +can 625,628 O O +evolve 629,635 O O +( 636,637 O O +Fig 637,640 O O +. 640,641 O O + +1b 642,644 O O +) 644,645 O O +. 645,646 O O + +Fragmentation 647,660 O B-Process +testing 661,668 O I-Process +is 669,671 O O +best 672,676 O O +performed 677,686 O B-Task +in 687,689 O I-Task +- 689,690 O I-Task +situ 690,694 O I-Task +with 695,699 O I-Task +LM 700,702 O I-Task +or 703,705 O I-Task +SEM 706,709 O I-Task +so 710,712 O O +that 713,717 O O +the 718,721 O O +strain 722,728 O O +when 729,733 O O +the 734,737 O O +first 738,743 O O +crack 744,749 O O +forms 750,755 O O +can 756,759 O O +be 760,762 O O +observed 763,771 O O +. 771,772 O O + +The 773,776 O O +initial 777,784 O O +fracture 785,793 O B-Process +strain 794,800 O I-Process +of 801,803 O O +the 804,807 O O +film 808,812 O B-Material +, 812,813 O O +also 814,818 O O +known 819,824 O O +as 825,827 O O +the 828,831 O O +crack 832,837 O O +onset 838,843 O O +strain 844,850 O O +, 850,851 O O +can 852,855 O O +then 856,860 O O +be 861,863 O O +used 864,868 O O +to 869,871 O O +determine 872,881 O O +the 882,885 O O +interfacial 886,897 O O +fracture 898,906 O O +shear 907,912 O B-Process +stress 913,919 O I-Process +with 920,924 O O +knowledge 925,934 O O +of 935,937 O O +the 938,941 O O +crack 942,947 O O +spacing 948,955 O O +at 956,958 O O +saturation 959,969 O O +, 969,970 O O +λ 971,972 O O +, 972,973 O O +film 974,978 O B-Material +thickness 979,988 O O +, 988,989 O O +h 990,991 O O +, 991,992 O O +and 993,996 O O +the 997,1000 O O +fracture 1001,1009 O O +stress 1010,1016 O O +, 1016,1017 O O +σf 1018,1020 O B-Process += 1020,1021 O I-Process +Efilmεf 1021,1028 O I-Process +, 1028,1029 O O +where 1030,1035 O O +εf 1036,1038 O O +is 1039,1041 O O +the 1042,1045 O O +fracture 1046,1054 O B-Process +strain 1055,1061 O I-Process +, 1061,1062 O O +using 1063,1068 O O +the 1069,1072 O O +shear 1073,1078 O B-Process +lag 1079,1082 O I-Process +model 1083,1088 O I-Process +[ 1089,1090 O O +8,13,14 1090,1097 O O +] 1097,1098 O O +. 1098,1099 O O + +In 1100,1102 O O +- 1102,1103 O O +situ 1103,1107 O O +fragmentation 1108,1121 O O +testing 1122,1129 O O +with 1130,1134 O O +LM 1135,1137 O B-Process +or 1138,1140 O O +SEM 1141,1144 O B-Process +allows 1145,1151 O O +for 1152,1155 O O +the 1156,1159 O O +crack 1160,1165 O B-Process +spacing 1166,1173 O I-Process +evolution 1174,1183 O I-Process +to 1184,1186 O O +be 1187,1189 O O +observed 1190,1198 O O +as 1199,1201 O O +a 1202,1203 O O +function 1204,1212 O B-Process +of 1213,1215 O I-Process +applied 1216,1223 O I-Process +strain 1224,1230 O I-Process +( 1231,1232 O O +Fig 1232,1235 O O +. 1235,1236 O O + +1c 1237,1239 O O +) 1239,1240 O O +. 1240,1241 O O + +Under 1242,1247 O O +tensile 1248,1255 O B-Process +straining 1256,1265 O I-Process +conditions 1266,1276 O O +, 1276,1277 O O +a 1278,1279 O O +brittle 1280,1287 O B-Material +film 1288,1292 O I-Material +will 1293,1297 O O +initially 1298,1307 O O +fracture 1308,1316 O B-Process +at 1317,1319 O O +very 1320,1324 O O +low 1325,1328 O O +strains 1329,1336 O O +( 1337,1338 O O +< 1338,1339 O O +1 1339,1340 O O +% 1340,1341 O O +) 1341,1342 O O +and 1343,1346 O O +then 1347,1351 O O +with 1352,1356 O O +further 1357,1364 O O +strain 1365,1371 O O +continue 1372,1380 O O +to 1381,1383 O O +form 1384,1388 O B-Process +cracks 1389,1395 O I-Process +until 1396,1401 O O +the 1402,1405 O O +saturation 1406,1416 O O +crack 1417,1422 O O +spacing 1423,1430 O O +is 1431,1433 O O +reached 1434,1441 O O +. 1441,1442 O O + +After 1443,1448 O O +the 1449,1452 O O +saturation 1453,1463 O O +spacing 1464,1471 O O +has 1472,1475 O O +been 1476,1480 O O +reached 1481,1488 O O +, 1488,1489 O O +cracks 1490,1496 O O +can 1497,1500 O O +no 1501,1503 O O +longer 1504,1510 O O +form 1511,1515 O O +between 1516,1523 O O +existing 1524,1532 O O +crack 1533,1538 O O +fragments 1539,1548 O O +and 1549,1552 O O +the 1553,1556 O O +film 1557,1561 O O +could 1562,1567 O O +delaminate 1568,1578 O B-Process +via 1579,1582 O O +buckling 1583,1591 O B-Process +. 1591,1592 O O + + +-DOCSTART- (S0167931714004456) + +PDMS 0,4 O B-Material +( 5,6 O O +Polydimethylsiloxane 6,26 O B-Material +) 26,27 O O +has 28,31 O O +become 32,38 O O +by 39,41 O O +far 42,45 O O +the 46,49 O O +most 50,54 O O +popular 55,62 O O +material 63,71 O O +in 72,74 O O +the 75,78 O O +academic 79,87 O O +microfluidics 88,101 O B-Material +community 102,111 O O +because 112,119 O O +it 120,122 O O +is 123,125 O O +inexpensive 126,137 O O +, 137,138 O O +easy 139,143 O O +to 144,146 O O +fabricate 147,156 O B-Task +by 157,159 O O +replication 160,171 O B-Process +of 172,174 O I-Process +molds 175,180 O I-Process +made 181,185 O O +using 186,191 O O +rapid 192,197 O B-Process +prototyping 198,209 O I-Process +or 210,212 O O +other 213,218 O O +techniques 219,229 O O +, 229,230 O O +flexible 231,239 O O +, 239,240 O O +optically 241,250 O O +transparent 251,262 O O +, 262,263 O O +biocompatible 264,277 O O +and 278,281 O O +its 282,285 O O +fabrication 286,297 O O +does 298,302 O O +not 303,306 O O +require 307,314 O O +high 315,319 O O +capital 320,327 O O +investment 328,338 O O +and 339,342 O O +cleanroom 343,352 O O +conditions 353,363 O O +. 363,364 O O + +Various 365,372 O O +techniques 373,383 O O +have 384,388 O O +been 389,393 O O +adapted 394,401 O O +to 402,404 O O +fabricate 405,414 O B-Task +microfluidic 415,427 O I-Task +structures 428,438 O I-Task +in 439,441 O O +PDMS 442,446 O B-Material +, 446,447 O O +including 448,457 O O +wet 458,461 O B-Process +and 462,465 O I-Process +dry 466,469 O I-Process +etching 470,477 O I-Process +[ 478,479 O O +20–22 479,484 O O +] 484,485 O O +, 485,486 O O +photolithographic 487,504 O B-Process +patterning 505,515 O I-Process +of 516,518 O O +a 519,520 O O +photosensitive 521,535 O O + +PDMS 536,540 O B-Material +[ 541,542 O O +23 542,544 O O +] 544,545 O O +, 545,546 O O +and 547,550 O O +laser 551,556 O B-Process +ablation 557,565 O I-Process +[ 566,567 O O +24 567,569 O O +] 569,570 O O +. 570,571 O O + +But 572,575 O O +, 575,576 O O +it 577,579 O O +was 580,583 O O +the 584,587 O O +“ 588,589 O B-Process +soft 589,593 O I-Process +- 593,594 O I-Process +lithography 594,605 O I-Process +” 605,606 O I-Process +techniques 607,617 O I-Process +[ 618,619 O O +25 619,621 O O +] 621,622 O O +introduced 623,633 O O +by 634,636 O O +Whitesides 637,647 O O +et 648,650 O O +al 651,653 O O +. 653,654 O O + +that 655,659 O O +enabled 660,667 O O +the 668,671 O O +widespread 672,682 O O +use 683,686 O O +of 687,689 O O +PDMS 690,694 O B-Material +and 695,698 O O +opened 699,705 O O +up 706,708 O O +the 709,712 O O +era 713,716 O O +of 717,719 O O +PDMS 720,724 O B-Process +- 724,725 O I-Process +based 725,730 O I-Process +microfluidics 731,744 O I-Process +in 745,747 O O +the 748,751 O O +late 752,756 O O +1990s 757,762 O O +. 762,763 O O + +Replica 764,771 O B-Process +molding 772,779 O I-Process +, 779,780 O O +which 781,786 O O +is 787,789 O O +the 790,793 O O +casting 794,801 O B-Process +of 802,804 O I-Process +prepolymer 805,815 O I-Process +against 816,823 O I-Process +a 824,825 O I-Process +master 826,832 O I-Process +and 833,836 O I-Process +generating 837,847 O I-Process +a 848,849 O I-Process +replica 850,857 O I-Process +of 858,860 O I-Process +the 861,864 O I-Process +master 865,871 O I-Process +in 872,874 O I-Process +PDMS 875,879 O I-Process +, 879,880 O O +has 881,884 O O +become 885,891 O O +a 892,893 O O +standard 894,902 O O +fabrication 903,914 O B-Process +technique 915,924 O I-Process +available 925,934 O O +in 935,937 O O +almost 938,944 O O +every 945,950 O O +research 951,959 O O +laboratory 960,970 O O +. 970,971 O O + +Detailed 972,980 O O +overviews 981,990 O O +of 991,993 O O +soft 994,998 O B-Process +- 998,999 O I-Process +lithography 999,1010 O I-Process +techniques 1011,1021 O I-Process +and 1022,1025 O O +their 1026,1031 O O +applications 1032,1044 O O +can 1045,1048 O O +be 1049,1051 O O +found 1052,1057 O O +from 1058,1062 O O +the 1063,1066 O O +reviews 1067,1074 O O +by 1075,1077 O O +McDonald 1078,1086 O O +et 1087,1089 O O +al 1090,1092 O O +. 1092,1093 O O + +[ 1094,1095 O O +26 1095,1097 O O +] 1097,1098 O O +and 1099,1102 O O +Sia 1103,1106 O O +et 1107,1109 O O +al 1110,1112 O O +. 1112,1113 O O + +[ 1114,1115 O O +27 1115,1117 O O +] 1117,1118 O O +. 1118,1119 O O + +Nowadays 1120,1128 O O +, 1128,1129 O O +many 1130,1134 O O +tools 1135,1140 O O +dedicated 1141,1150 O O +for 1151,1154 O O +this 1155,1159 O O +purpose 1160,1167 O O +are 1168,1171 O O +available 1172,1181 O O +and 1182,1185 O O +can 1186,1189 O O +be 1190,1192 O O +purchased 1193,1202 O O +as 1203,1205 O O +a 1206,1207 O O +complete 1208,1216 O O +set 1217,1220 O O +( 1221,1222 O O +e.g. 1222,1226 O O +SoftLithoBox 1227,1239 O B-Material +® 1239,1240 O I-Material +provided 1241,1249 O O +by 1250,1252 O O +Elveflow 1253,1261 O O +( 1262,1263 O O +USA 1263,1266 O O +) 1266,1267 O O +[ 1268,1269 O O +28 1269,1271 O O +] 1271,1272 O O +) 1272,1273 O O +. 1273,1274 O O + +Moreover 1275,1283 O O +, 1283,1284 O O +companies 1285,1294 O O +, 1294,1295 O O +such 1296,1300 O O +as 1301,1303 O O +FlowJEM 1304,1311 O O +( 1312,1313 O O +Canada 1313,1319 O O +) 1319,1320 O O +[ 1321,1322 O O +29 1322,1324 O O +] 1324,1325 O O +, 1325,1326 O O +Microfluidic 1327,1339 O O +Innovations 1340,1351 O O +( 1352,1353 O O +USA 1353,1356 O O +) 1356,1357 O O +[ 1358,1359 O O +30 1359,1361 O O +] 1361,1362 O O +, 1362,1363 O O +and 1364,1367 O O +Scientific 1368,1378 O O +Device 1379,1385 O O +Laboratory 1386,1396 O O +( 1397,1398 O O +USA 1398,1401 O O +) 1401,1402 O O +[ 1403,1404 O O +31 1404,1406 O O +] 1406,1407 O O +provide 1408,1415 O O +rapid 1416,1421 O B-Process +prototyping 1422,1433 O I-Process +service 1434,1441 O I-Process +for 1442,1445 O O +PDMS 1446,1450 O B-Material +- 1450,1451 O I-Material +based 1451,1456 O I-Material +LOC 1457,1460 O I-Material +devices 1461,1468 O I-Material +. 1468,1469 O O + + +-DOCSTART- (S0168365912006207) + +Unlike 0,6 O O +conventional 7,19 O O +materials 20,29 O O +used 30,34 O O +in 35,37 O O +nerve 38,43 O O +tissue 44,50 O O +engineering 51,62 O O +, 62,63 O O +PAs 64,67 O B-Material +can 68,71 O O +be 72,74 O O +directly 75,83 O O +injected 84,92 O B-Process +in 93,95 O I-Process +vivo 96,100 O I-Process +into 101,105 O I-Process +models 106,112 O I-Process +and 113,116 O I-Process +spontaneously 117,130 O I-Process +self 131,135 O I-Process +- 135,136 O I-Process +assemble 136,144 O I-Process +into 145,149 O I-Process +nanofibers 150,160 O I-Process +in 161,163 O I-Process +aqueous 164,171 O I-Process +solutions 172,181 O I-Process +. 181,182 O O + +Furthermore 183,194 O O +, 194,195 O O +PAs 196,199 O B-Material +can 200,203 O O +function 204,212 O O +as 213,215 O O +biomimetic 216,226 O B-Material +materials 227,236 O I-Material +exemplified 237,248 O O +by 249,251 O O +collagen 252,260 O B-Material +- 260,261 O I-Material +mimetic 261,268 O I-Material +PAs 269,272 O I-Material +[ 273,274 O O +92 274,276 O O +] 276,277 O O +. 277,278 O O + +Conventional 279,291 O O +materials 292,301 O O +often 302,307 O O +rely 308,312 O O +on 313,315 O O +electrospinning 316,331 O B-Process +as 332,334 O O +a 335,336 O B-Process +manufacturing 337,350 O I-Process +method 351,357 O I-Process +to 358,360 O O +achieve 361,368 O B-Task +fiber 369,374 O I-Task +- 374,375 O I-Task +like 375,379 O I-Task +structures 380,390 O I-Task +suitable 391,399 O O +for 400,403 O O +use 404,407 O O +in 408,410 O O +nerve 411,416 O O +regeneration 417,429 O O +. 429,430 O O + +The 431,434 O O +self 435,439 O O +- 439,440 O O +assembly 440,448 O O +nature 449,455 O O +of 456,458 O O +PAs 459,462 O B-Material +allows 463,469 O O +them 470,474 O O +to 475,477 O O +circumvent 478,488 O O +costly 489,495 O B-Process +manufacturing 496,509 O I-Process +methods 510,517 O I-Process +. 517,518 O O + +However 519,526 O O +, 526,527 O O +in 528,530 O O +contrast 531,539 O O +to 540,542 O O +conventional 543,555 O B-Process +manufacturing 556,569 O I-Process +methods 570,577 O I-Process +like 578,582 O O +electrospinning 583,598 O B-Process +where 599,604 O O +quality 605,612 O O +and 613,616 O O +batch 617,622 O O +- 622,623 O O +to 623,625 O O +- 625,626 O O +batch 626,631 O O +variability 632,643 O O +can 644,647 O O +be 648,650 O O +tightly 651,658 O O +controlled 659,669 O O +, 669,670 O O +merely 671,677 O O +relying 678,685 O O +on 686,688 O O +self 689,693 O B-Process +- 693,694 O I-Process +assembly 694,702 O I-Process +as 703,705 O O +a 706,707 O O +method 708,714 O O +of 715,717 O O +large 718,723 O B-Task +- 723,724 O I-Task +scale 724,729 O I-Task +commercial 730,740 O I-Task +production 741,751 O I-Task +is 752,754 O O +still 755,760 O O +an 761,763 O O +experimental 764,776 O O +concept 777,784 O O +. 784,785 O O + +Perhaps 786,793 O O +the 794,797 O O +next 798,802 O O +step 803,807 O O +would 808,813 O O +be 814,816 O O +to 817,819 O O +carefully 820,829 O O +compare 830,837 O B-Process +and 838,841 O I-Process +contrast 842,850 O I-Process +the 851,854 O O +robustness 855,865 O B-Task +of 866,868 O I-Task +self 869,873 O I-Task +- 873,874 O I-Task +assemled 874,882 O I-Task +PAs 883,886 O I-Task +to 887,889 O I-Task +electrospun 890,901 O I-Task +nanofibers 902,912 O I-Task +. 912,913 O O + +Given 914,919 O O +that 920,924 O O +the 925,928 O O +constituent 929,940 O O +elements 941,949 O O +in 950,952 O O +PAs 953,956 O B-Material +and 957,960 O O +external 961,969 O O +factors 970,977 O O +like 978,982 O O +pH 983,985 O O +can 986,989 O O +affect 990,996 O O +its 997,1000 O O +structural 1001,1011 O O +assembly 1012,1020 O O +, 1020,1021 O O +parameters 1022,1032 O O +must 1033,1037 O O +be 1038,1040 O O +finely 1041,1047 O O +tuned 1048,1053 O B-Process +and 1054,1057 O I-Process +optimized 1058,1067 O I-Process +in 1068,1070 O O +order 1071,1076 O O +for 1077,1080 O O +PA 1081,1083 O B-Material +nanofibers 1084,1094 O I-Material +to 1095,1097 O O +be 1098,1100 O O +used 1101,1105 O O +as 1106,1108 O O +a 1109,1110 O B-Task +full 1111,1115 O I-Task +- 1115,1116 O I-Task +fledged 1116,1123 O I-Task +commercialized 1124,1138 O I-Task +medical 1139,1146 O I-Task +product 1147,1154 O I-Task +[ 1155,1156 O O +93 1156,1158 O O +] 1158,1159 O O +. 1159,1160 O O + + +-DOCSTART- (S0168365913002848) + +Mice 0,4 O B-Task +bearing 5,12 O I-Task +the 13,16 O I-Task +orthotopic 17,27 O I-Task +model 28,33 O I-Task +were 34,38 O O +treated 39,46 O O +starting 47,55 O O +from 56,60 O O +day 61,64 O O +21 65,67 O O +after 68,73 O O +NB 74,76 O O +cell 77,81 O O +implant 82,89 O O +; 89,90 O O +mice 91,95 O B-Task +with 96,100 O I-Task +the 101,104 O I-Task +pseudo 105,111 O I-Task +- 111,112 O I-Task +metastatic 112,122 O I-Task +model 123,128 O I-Task +received 129,137 O O +the 138,141 O O +first 142,147 O O +treatment 148,157 O O +4h 158,160 O O +after 161,166 O O +NB 167,169 O O +cell 170,174 O O +injection 175,184 O O +. 184,185 O O + +These 186,191 O B-Task +therapeutic 192,203 O I-Task +schedules 204,213 O I-Task +were 214,218 O O +designed 219,227 O O +to 228,230 O O +test 231,235 O B-Process +the 236,239 O I-Process +effects 240,247 O I-Process +of 248,250 O O +our 251,254 O B-Material +targeted 255,263 O I-Material +formulations 264,276 O I-Material +against 277,284 O O +both 285,289 O O +established 290,301 O O +and 302,305 O O +pseudo 306,312 O O +- 312,313 O O +metastatic 313,323 O O +preclinical 324,335 O B-Material +models 336,342 O I-Material +of 343,345 O O +human 346,351 O O +NB 352,354 O O +, 354,355 O O +as 356,358 O O +described 359,368 O O +[ 369,370 O O +16,19 370,375 O O +] 375,376 O O +. 376,377 O O + +Animals 378,385 O B-Task +were 386,390 O O +treated 391,398 O O +i.v 399,402 O O +. 402,403 O O + +once 404,408 O O +a 409,410 O O +week 411,415 O O +for 416,419 O O +3 420,421 O O +weeks 422,427 O O +with 428,432 O O +untargeted 433,443 O B-Material +( 444,445 O O +SL[DXR 445,451 O B-Material +] 451,452 O I-Material +) 452,453 O O +or 454,456 O O +peptide 457,464 O B-Material +- 464,465 O I-Material +targeted 465,473 O I-Material +SL[DXR 474,480 O I-Material +] 480,481 O I-Material +( 482,483 O O +5mg 483,486 O O +/ 486,487 O O +kg 487,489 O O +) 489,490 O O +. 490,491 O O + +Scrambled 492,501 O B-Task +peptide 502,509 O I-Task +- 509,510 O I-Task +functionalized 510,524 O I-Task +liposomes 525,534 O I-Task +were 535,539 O O +used 540,544 O O +as 545,547 O O +a 548,549 O O +control 550,557 O O +, 557,558 O O +and 559,562 O O +in 563,565 O O +every 566,571 O O +experiment 572,582 O O +a 583,584 O O +group 585,590 O O +of 591,593 O O +control 594,601 O O +mice 602,606 O O +received 607,615 O O +HEPES 616,621 O B-Material +- 621,622 O I-Material +buffered 622,630 O I-Material +saline 631,637 O I-Material +. 637,638 O O + +Survival 639,647 O B-Material +times 648,653 O I-Material +were 654,658 O O +used 659,663 O O +as 664,666 O O +the 667,670 O O +main 671,675 O O +criterion 676,685 O O +for 686,689 O O +determining 690,701 O B-Task +treatment 702,711 O I-Task +efficacy 712,720 O I-Task +. 720,721 O O + +In 722,724 O O +the 725,728 O O +orthotopic 729,739 O B-Task +model 740,745 O I-Task +, 745,746 O O +time 747,751 O B-Material +- 751,752 O I-Material +dependent 752,761 O I-Material +anti 762,766 O I-Material +- 766,767 O I-Material +tumor 767,772 O I-Material +activity 773,781 O I-Material +was 782,785 O O +also 786,790 O O +evaluated 791,800 O O +by 801,803 O O +bioluminescence 804,819 O O +imaging 820,827 O O +( 828,829 O O +BLI 829,832 O O +) 832,833 O O +and 834,837 O O +X 838,839 O O +- 839,840 O O +ray 840,843 O O +analyses 844,852 O O +. 852,853 O O + +For 854,857 O O +this 858,862 O O +purpose 863,870 O O +, 870,871 O O +the 872,875 O B-Task +GI 876,878 O I-Task +- 878,879 O I-Task +LI 879,881 O I-Task +- 881,882 O I-Task +N 882,883 O I-Task +cell 884,888 O I-Task +line 889,893 O I-Task +was 894,897 O O +infected 898,906 O B-Process +with 907,911 O O +a 912,913 O O +retrovirus 914,924 O O +expressing 925,935 O O +the 936,939 O O +firefly 940,947 O O +luciferase 948,958 O O +gene 959,963 O O +, 963,964 O O +as 965,967 O O +previously 968,978 O O +reported 979,987 O O +[ 988,989 O O +17 989,991 O O +] 991,992 O O +; 992,993 O O +luciferase 994,1004 O B-Task +activity 1005,1013 O I-Task +of 1014,1016 O O +retrovirally 1017,1029 O B-Material +- 1029,1030 O I-Material +transduced 1030,1040 O I-Material +cells 1041,1046 O I-Material +was 1047,1050 O O +visualized 1051,1061 O B-Process +in 1062,1064 O O +vivo 1065,1069 O O +by 1070,1072 O O +BLI 1073,1076 O O +( 1077,1078 O O +IVIS 1078,1082 O O +Caliper 1083,1090 O O +Life 1091,1095 O O +Sciences 1096,1104 O O +, 1104,1105 O O +Hopkinton 1106,1115 O O +, 1115,1116 O O +MA 1117,1119 O O +) 1119,1120 O O +after 1121,1126 O O +a 1127,1128 O O +10min 1129,1134 O O +incubation 1135,1145 O O +with 1146,1150 O O +150μg 1151,1156 O O +/ 1156,1157 O O +mL 1157,1159 O O +of 1160,1162 O O +d 1163,1164 O B-Material +- 1164,1165 O I-Material +luciferin 1165,1174 O I-Material +( 1175,1176 O O +Caliper 1176,1183 O O +Life 1184,1188 O O +Sciences 1189,1197 O O +) 1197,1198 O O +, 1198,1199 O O +as 1200,1202 O O +described 1203,1212 O O +[ 1213,1214 O O +17 1214,1216 O O +] 1216,1217 O O +. 1217,1218 O O + +X 1219,1220 O O +- 1220,1221 O O +ray 1221,1224 O O +analysis 1225,1233 O O +was 1234,1237 O O +superimposed 1238,1250 O O +to 1251,1253 O O +the 1254,1257 O O +luminescence 1258,1270 O O +for 1271,1274 O O +a 1275,1276 O O +better 1277,1283 O O +visualization 1284,1297 O O +of 1298,1300 O O +the 1301,1304 O O +tumors 1305,1311 O O +. 1311,1312 O O + + +-DOCSTART- (S0168365913003295) + +A 0,1 O O +limitation 2,12 O O +of 13,15 O O +the 16,19 O O +pharmacyte 20,30 O B-Process +approach 31,39 O I-Process +is 40,42 O O +the 43,46 O O +one 47,50 O O +- 50,51 O O +time 51,55 O O +nature 56,62 O O +of 63,65 O O +the 66,69 O O +intervention 70,82 O O +: 82,83 O O +ACT 84,87 O B-Material +T 88,89 O I-Material +- 89,90 O I-Material +cells 90,95 O I-Material +can 96,99 O O +only 100,104 O O +be 105,107 O O +loaded 108,114 O O +once 115,119 O O +with 120,124 O O +a 125,126 O O +cargo 127,132 O O +of 133,135 O O +adjuvant 136,144 O B-Material +drug 145,149 O I-Material +prior 150,155 O O +to 156,158 O O +transfer 159,167 O O +, 167,168 O O +and 169,172 O O +the 173,176 O O +duration 177,185 O O +of 186,188 O O +stimulation 189,200 O B-Process +is 201,203 O O +inherently 204,214 O O +limited 215,222 O O +by 223,225 O O +expansion 226,235 O B-Process +of 236,238 O I-Process +the 239,242 O I-Process +cell 243,247 O I-Process +population 248,258 O I-Process +in 259,261 O I-Process +vivo 262,266 O I-Process +, 266,267 O O +since 268,273 O O +cell 274,278 O B-Material +- 278,279 O I-Material +bound 279,284 O I-Material +particles 285,294 O I-Material +are 295,298 O O +diluted 299,306 O O +with 307,311 O O +each 312,316 O O +cell 317,321 O B-Process +division 322,330 O I-Process +. 330,331 O O + +We 332,334 O O +hypothesized 335,347 O O +that 348,352 O O +a 353,354 O O +strategy 355,363 O O +to 364,366 O O +target 367,373 O O +supporting 374,384 O B-Material +drugs 385,390 O I-Material +to 391,393 O O +T 394,395 O B-Material +- 395,396 O I-Material +cells 396,401 O I-Material +with 402,406 O O +nanoparticle 407,419 O B-Material +drug 420,424 O I-Material +carriers 425,433 O I-Material +directly 434,442 O O +in 443,445 O O +vivo 446,450 O O +would 451,456 O O +enable 457,463 O O +transferred 464,475 O B-Material +lymphocytes 476,487 O I-Material +to 488,490 O O +be 491,493 O O +repeatedly 494,504 O O +stimulated 505,515 O O +with 516,520 O O +supporting 521,531 O B-Material +adjuvant 532,540 O I-Material +drugs 541,546 O I-Material +, 546,547 O O +and 548,551 O O +thereby 552,559 O O +provide 560,567 O O +continuous 568,578 O O +supporting 579,589 O O +signals 590,597 O O +over 598,602 O O +the 603,606 O O +prolonged 607,616 O O +durations 617,626 O O +that 627,631 O O +might 632,637 O O +be 638,640 O O +necessary 641,650 O O +for 651,654 O O +elimination 655,666 O B-Task +of 667,669 O I-Task +large 670,675 O I-Task +tumor 676,681 O I-Task +burdens 682,689 O I-Task +. 689,690 O O + +Such 691,695 O O +“ 696,697 O B-Process +re 697,699 O I-Process +- 699,700 O I-Process +arming 700,706 O I-Process +” 706,707 O I-Process +of 708,710 O I-Process +T 711,712 O I-Process +- 712,713 O I-Process +cells 713,718 O I-Process +with 719,723 O I-Process +supporting 724,734 O I-Process +drugs 735,740 O I-Process +could 741,746 O O +be 747,749 O O +achieved 750,758 O O +by 759,761 O O +repeated 762,770 O O +administration 771,785 O B-Process +of 786,788 O I-Process +targeted 789,797 O I-Process +particles 798,807 O I-Process +, 807,808 O O +allowing 809,817 O O +adoptively 818,828 O B-Material +- 828,829 O I-Material +transferred 829,840 O I-Material +T 841,842 O I-Material +- 842,843 O I-Material +cells 843,848 O I-Material +to 849,851 O O +be 852,854 O O +restimulated 855,867 O O +multiple 868,876 O O +times 877,882 O O +directly 883,891 O O +in 892,894 O O +vivo 895,899 O O +, 899,900 O O +while 901,906 O O +the 907,910 O O +use 911,914 O O +of 915,917 O O +internalizing 918,931 O B-Material +targeting 932,941 O I-Material +ligands 942,949 O I-Material +would 950,955 O O +minimize 956,964 O O +the 965,968 O O +likelihood 969,979 O O +of 980,982 O O +immune 983,989 O O +responses 990,999 O O +against 1000,1007 O O +the 1008,1011 O O +nanoparticle 1012,1024 O B-Material +carrier 1025,1032 O I-Material +. 1032,1033 O O + +To 1034,1036 O O +our 1037,1040 O O +knowledge 1041,1050 O O +, 1050,1051 O O +only 1052,1056 O O +two 1057,1060 O O +prior 1061,1066 O O +studies 1067,1074 O O +have 1075,1079 O O +attempted 1080,1089 O O +to 1090,1092 O O +target 1093,1099 O O +nanoparticles 1100,1113 O B-Material +to 1114,1116 O O +T 1117,1118 O B-Material +- 1118,1119 O I-Material +cells 1119,1124 O I-Material +in 1125,1127 O O +vivo 1128,1132 O O +[ 1133,1134 O O +17,18 1134,1139 O O +] 1139,1140 O O +. 1140,1141 O O + +In 1142,1144 O O +both 1145,1149 O O +of 1150,1152 O O +these 1153,1158 O O +studies 1159,1166 O O +, 1166,1167 O O +particles 1168,1177 O O +were 1178,1182 O O +targeted 1183,1191 O O +to 1192,1194 O O +T 1195,1196 O B-Material +- 1196,1197 O I-Material +cells 1197,1202 O I-Material +via 1203,1206 O O +peptide 1207,1214 O B-Material +- 1214,1215 O I-Material +MHC 1215,1218 O I-Material +ligands 1219,1226 O I-Material +that 1227,1231 O O +bind 1232,1236 O O +to 1237,1239 O O +specific 1240,1248 O O +T 1249,1250 O B-Material +- 1250,1251 O I-Material +cell 1251,1255 O I-Material +receptors 1256,1265 O I-Material +. 1265,1266 O O + +However 1267,1274 O O +, 1274,1275 O O +peptide 1276,1283 O B-Material +- 1283,1284 O I-Material +MHC 1284,1287 O I-Material +- 1287,1288 O I-Material +functionalized 1288,1302 O I-Material +nanoparticles 1303,1316 O I-Material +have 1317,1321 O O +recently 1322,1330 O O +been 1331,1335 O O +shown 1336,1341 O O +to 1342,1344 O O +deliver 1345,1352 O O +an 1353,1355 O O +anergizing 1356,1366 O O +/ 1366,1367 O O +tolerizing 1367,1377 O O +signal 1378,1384 O O +to 1385,1387 O O +T 1388,1389 O B-Material +- 1389,1390 O I-Material +cells 1390,1395 O I-Material +[ 1396,1397 O O +18,19 1397,1402 O O +] 1402,1403 O O +— 1404,1405 O O +which 1406,1411 O O +is 1412,1414 O O +ideal 1415,1420 O O +for 1421,1424 O O +treating 1425,1433 O B-Task +graft 1434,1439 O I-Task +rejection 1440,1449 O I-Task +or 1450,1452 O I-Task +autoimmunity 1453,1465 O I-Task +, 1465,1466 O O +but 1467,1470 O O +runs 1471,1475 O O +counter 1476,1483 O O +to 1484,1486 O O +the 1487,1490 O O +goals 1491,1496 O O +of 1497,1499 O O +cancer 1500,1506 O B-Task +immunotherapy 1507,1520 O I-Task +. 1520,1521 O O + + +-DOCSTART- (S0168365913004975) + +The 0,3 O O +α-ω-aminohexylcarbamate 4,27 O B-Material +derivative 28,38 O I-Material +of 39,41 O I-Material +cyanocobalamin 42,56 O I-Material +was 57,60 O O +prepared 61,69 O O +using 70,75 O O +a 76,77 O O +method 78,84 O O +described 85,94 O O +previously 95,105 O O +[ 106,107 O O +18 107,109 O O +] 109,110 O O +. 110,111 O O + +Briefly 112,119 O O +, 119,120 O O +solid 121,126 O B-Material +CDI 127,130 O I-Material +( 131,132 O O +260 132,135 O O +mg 135,137 O O +, 137,138 O O +0.32mmol 139,147 O O +) 147,148 O O +was 149,152 O O +added 153,158 O O +to 159,161 O O +cyanocobalamin 162,176 O B-Material +( 177,178 O O +1.0 178,181 O O +g 181,182 O O +, 182,183 O O +0.148mmol 184,193 O O +) 193,194 O O +previously 195,205 O O +dissolved 206,215 O O +in 216,218 O O +anhydrous 219,228 O B-Material +dimethyl 229,237 O I-Material +sulfoxide 238,247 O I-Material +. 247,248 O O + +The 249,252 O O +mixture 253,260 O O +was 261,264 O O +stirred 265,272 O O +for 273,276 O O +up 277,279 O O +to 280,282 O O +2h 283,285 O O +at 286,288 O O +30 289,291 O O +° 291,292 O O +C 292,293 O O +, 293,294 O O +followed 295,303 O O +by 304,306 O O +the 307,310 O O +addition 311,319 O O +of 320,322 O O +dry 323,326 O B-Material +1,6-hexanediamine 327,344 O I-Material +( 345,346 O O +314 346,349 O O +mg 349,351 O O +, 351,352 O O +0.54mmol 353,361 O O +) 361,362 O O +and 363,366 O O +stirring 367,375 O O +of 376,378 O O +the 379,382 O O +mixture 383,390 O O +at 391,393 O O +room 394,398 O O +temperature 399,410 O O +over 411,415 O O +24h 416,419 O O +. 419,420 O O + +The 421,424 O O +mixture 425,432 O O +was 433,436 O O +poured 437,443 O O +into 444,448 O O +ethyl 449,454 O B-Material +acetate 455,462 O I-Material +( 463,464 O O +30ml 464,468 O O +) 468,469 O O +and 470,473 O O +left 474,478 O O +to 479,481 O O +stand 482,487 O O +. 487,488 O O + +Following 489,498 O O +centrifugation 499,513 O B-Process +and 514,517 O O +decanting 518,527 O B-Process +of 528,530 O O +the 531,534 O O +supernatant 535,546 O B-Material +, 546,547 O O +the 548,551 O O +residue 552,559 O B-Material +was 560,563 O O +sonicated 564,573 O O +for 574,577 O O +5min 578,582 O O +in 583,585 O O +acetone 586,593 O B-Material +( 594,595 O O +50ml 595,599 O O +) 599,600 O O +. 600,601 O O + +The 602,605 O O +resulting 606,615 O O +precipitate 616,627 O B-Material +was 628,631 O O +filtered 632,640 O O +and 641,644 O O +the 645,648 O O +solid 649,654 O B-Material +washed 655,661 O O +in 662,664 O O +acetone 665,672 O B-Material +. 672,673 O O + +The 674,677 O O +crude 678,683 O B-Material +product 684,691 O I-Material +was 692,695 O O +purified 696,704 O O +by 705,707 O O +silica 708,714 O B-Process +column 715,721 O I-Process +chromatography 722,736 O I-Process +( 737,738 O O +45 738,740 O O +% 740,741 O O +v 742,743 O O +/ 743,744 O O +v 744,745 O O +2-propanol 746,756 O B-Material +, 756,757 O O +30 758,760 O O +% 760,761 O O +v 762,763 O O +/ 763,764 O O +v 764,765 O O +n 766,767 O O +- 767,768 O O +butanol 768,775 O B-Material +, 775,776 O O +2 777,778 O O +% 778,779 O O +v 780,781 O O +/ 781,782 O O +v 782,783 O O +ammonia 784,791 O B-Material +and 792,795 O O +25 796,798 O O +% 798,799 O O +v 800,801 O O +/ 801,802 O O +v 802,803 O O +water 804,809 O B-Material +) 809,810 O O +followed 811,819 O O +by 820,822 O O +lyophilisation 823,837 O B-Process +. 837,838 O O + + +-DOCSTART- (S0168365913008766) + +Immunopotentiators 0,18 O B-Material +activate 19,27 O B-Process +innate 28,34 O I-Process +immunity 35,43 O I-Process +directly 44,52 O O +( 53,54 O O +for 54,57 O O +example 58,65 O O +, 65,66 O O +cytokines 67,76 O O +) 76,77 O O +or 78,80 O O +through 81,88 O O +pattern 89,96 O B-Process +- 96,97 O I-Process +recognition 97,108 O I-Process +receptors 109,118 O I-Process +( 119,120 O O +PRRs 120,124 O B-Process +, 124,125 O O +such 126,130 O O +as 131,133 O O +those 134,139 O O +for 140,143 O O +bacterial 144,153 O O +components 154,164 O O +) 164,165 O O +. 165,166 O O + +The 167,170 O O +Toll 171,175 O B-Process +- 175,176 O I-Process +like 176,180 O I-Process +receptors 181,190 O I-Process +( 191,192 O O +TLRs 192,196 O B-Process +) 196,197 O O +are 198,201 O O +a 202,203 O O +family 204,210 O O +of 211,213 O O +PRRs 214,218 O B-Process +that 219,223 O O +are 224,227 O O +an 228,230 O O +important 231,240 O O +link 241,245 O O +between 246,253 O O +innate 254,260 O O +and 261,264 O O +adaptive 265,273 O O +immunity 274,282 O O +. 282,283 O O + +Some 284,288 O O +studies 289,296 O O +have 297,301 O O +shown 302,307 O O +that 308,312 O O +TLR 313,316 O B-Material +ligands 317,324 O I-Material +have 325,329 O O +adjuvant 330,338 O O +activity 339,347 O O +and 348,351 O O +enhance 352,359 O O +antigen 360,367 O O +- 367,368 O O +specific 368,376 O O +antibody 377,385 O O +and 386,389 O O +cell 390,394 O O +- 394,395 O O +mediated 395,403 O O +immune 404,410 O O +responses 411,420 O O +, 420,421 O O +especially 422,432 O O +when 433,437 O O +they 438,442 O O +are 443,446 O O +combined 447,455 O O +with 456,460 O O +delivery 461,469 O O +systems 470,477 O O +that 478,482 O O +promote 483,490 O O +their 491,496 O O +uptake 497,503 O O +and 504,507 O O +delivery 508,516 O O +into 517,521 O O +antigen 522,529 O B-Material +- 529,530 O I-Material +presenting 530,540 O I-Material +cells 541,546 O I-Material +[ 547,548 O O +22–24 548,553 O O +] 553,554 O O +. 554,555 O O + +For 556,559 O O +clinical 560,568 O B-Task +studies 569,576 O I-Task +, 576,577 O O +TLR9 578,582 O B-Material +is 583,585 O O +generally 586,595 O O +stimulated 596,606 O B-Process +with 607,611 O O +synthetic 612,621 O B-Material +oligodeoxynucleotides 622,643 O I-Material +containing 644,654 O O +one 655,658 O O +or 659,661 O O +more 662,666 O O +unmethylated 667,679 O B-Material +CpG 680,683 O I-Material +dinucleotides 684,697 O I-Material +. 697,698 O O + +In 699,701 O O +humans 702,708 O O +, 708,709 O O +CpG 710,713 O B-Material +has 714,717 O O +been 718,722 O O +used 723,727 O O +as 728,730 O O +an 731,733 O O +adjuvant 734,742 O B-Material +for 743,746 O O +infectious 747,757 O B-Task +disease 758,765 O I-Task +vaccination 766,777 O I-Task +[ 778,779 O O +25,26 779,784 O O +] 784,785 O O +and 786,789 O O +in 790,792 O O +the 793,796 O B-Task +development 797,808 O I-Task +of 809,811 O I-Task +cancer 812,818 O I-Task +therapy 819,826 O I-Task +[ 827,828 O O +27 828,830 O O +] 830,831 O O +. 831,832 O O + +In 833,835 O O +a 836,837 O O +mouse 838,843 O B-Process +model 844,849 O I-Process +, 849,850 O O +CpG 851,854 O B-Material +has 855,858 O O +also 859,863 O O +been 864,868 O O +shown 869,874 O O +to 875,877 O O +induce 878,884 O B-Process +T 885,886 O I-Process +helper 887,893 O I-Process +1 894,895 O I-Process +( 896,897 O O +Th1 897,900 O O +) 900,901 O O +immune 902,908 O O +responses 909,918 O O +, 918,919 O O +which 920,925 O O +are 926,929 O O +characterized 930,943 O O +by 944,946 O O +the 947,950 O O +production 951,961 O B-Process +of 962,964 O I-Process +IFN-γ 965,970 O I-Process +and 971,974 O I-Process +the 975,978 O I-Process +generation 979,989 O I-Process +of 990,992 O I-Process +IgG2a 993,998 O I-Process +[ 999,1000 O O +28,29 1000,1005 O O +] 1005,1006 O O +. 1006,1007 O O + +Moreover 1008,1016 O O +, 1016,1017 O O +a 1018,1019 O O +previous 1020,1028 O O +study 1029,1034 O O +had 1035,1038 O O +demonstrated 1039,1051 O O +that 1052,1056 O O +different 1057,1066 O O +liposomes 1067,1076 O B-Material +with 1077,1081 O O +CpG 1082,1085 O O +ODN 1086,1089 O O +significantly 1090,1103 O O +increased 1104,1113 O O +Th1-biased 1114,1124 O B-Material +cytokines 1125,1134 O I-Material +and 1135,1138 O O +augmented 1139,1148 O B-Process +cell 1149,1153 O I-Process +mediated 1154,1162 O I-Process +immune 1163,1169 O I-Process +response 1170,1178 O I-Process +[ 1179,1180 O O +30 1180,1182 O O +] 1182,1183 O O +. 1183,1184 O O + + +-DOCSTART- (S0168365913009036) + +Two 0,3 O O +methods 4,11 O O +of 12,14 O O +formulating 15,26 O B-Task +anionic 27,34 O I-Task +nanocomplexes 35,48 O I-Task +were 49,53 O O +evaluated 54,63 O O +. 63,64 O O + +In 65,67 O O +both 68,72 O O +, 72,73 O O +nanocomplexes 74,87 O B-Material +were 88,92 O O +prepared 93,101 O B-Process +in 102,104 O O +water 105,110 O O +at 111,113 O O +a 114,115 O O +range 116,121 O O +of 122,124 O O +molar 125,130 O O +charge 131,137 O O +ratios 138,144 O O +of 145,147 O O +L 148,149 O O +to 150,152 O O +D 153,154 O O +while 155,160 O O +the 161,164 O O +peptide 165,172 O O +P 173,174 O O +to 175,177 O O +D 178,179 O O +molar 180,185 O O +charge 186,192 O O +ratio 193,198 O O +was 199,202 O O +maintained 203,213 O O +constant 214,222 O O +at 223,225 O O +3:1 226,229 O O +. 229,230 O O + +Method 231,237 O O +1 238,239 O O +( 240,241 O O +L 241,242 O O +: 242,243 O O +D 243,244 O O +: 244,245 O O +P 245,246 O O +) 246,247 O O + +: 247,248 O O +DNA 249,252 O B-Material +was 253,256 O O +first 257,262 O O +added 263,268 O B-Process +to 269,271 O O +an 272,274 O B-Material +anionic 275,282 O I-Material +liposome 283,291 O I-Material +( 292,293 O O +LA 293,295 O B-Material +, 295,296 O I-Material +LAP1 297,301 O I-Material +or 302,304 O I-Material +LAP2 305,309 O I-Material +) 309,310 O O +and 311,314 O O +incubated 315,324 O B-Process +for 325,328 O O +15min 329,334 O O +at 335,337 O O +room 338,342 O O +temperature 343,354 O O +and 355,358 O O +then 359,363 O O +the 364,367 O O +peptide 368,375 O O +was 376,379 O O +added 380,385 O B-Process +with 386,390 O O +rapid 391,396 O O +mixing 397,403 O O +and 404,407 O O +incubated 408,417 O B-Process +at 418,420 O O +room 421,425 O O +temperature 426,437 O O +for 438,441 O O +a 442,443 O O +further 444,451 O O +20min 452,457 O O +; 457,458 O O +Method 459,465 O O +2 466,467 O O +( 468,469 O O +P 469,470 O O +: 470,471 O O +D 471,472 O O +: 472,473 O O +L 473,474 O O +) 474,475 O O +: 475,476 O O +the 477,480 O O +peptide 481,488 O B-Material +was 489,492 O O +added 493,498 O B-Process +to 499,501 O O +the 502,505 O O +DNA 506,509 O O +and 510,513 O O +incubated 514,523 O B-Process +for 524,527 O O +15min 528,533 O O +at 534,536 O O +room 537,541 O O +temperature 542,553 O O +and 554,557 O O +then 558,562 O O +liposome 563,571 O B-Material +was 572,575 O O +added 576,581 O B-Process +with 582,586 O O +rapid 587,592 O O +mixing 593,599 O O +and 600,603 O O +incubated 604,613 O B-Process +at 614,616 O O +room 617,621 O O +temperature 622,633 O O +for 634,637 O O +a 638,639 O O +further 640,647 O O +20min 648,653 O O +. 653,654 O O + +Irrespective 655,667 O O +of 668,670 O O +the 671,674 O O +method 675,681 O O +of 682,684 O O +order 685,690 O O +of 691,693 O O +mixing 694,700 O O +, 700,701 O O +all 702,705 O O +molar 706,711 O O +charge 712,718 O O +ratios 719,725 O O +in 726,728 O O +this 729,733 O O +study 734,739 O O +refer 740,745 O O +to 746,748 O O +L 749,750 O O +: 750,751 O O +P 751,752 O O +: 752,753 O O +D. 753,755 O O +Cationic 756,764 O O +formulations 765,777 O O +LPD 778,781 O B-Material +and 782,785 O O +LCPRGPD 786,793 O B-Material +were 794,798 O O +prepared 799,807 O O +in 808,810 O O +the 811,814 O O +order 815,820 O O +L 821,822 O O +: 822,823 O O +P 823,824 O O +: 824,825 O O +D 825,826 O O +as 827,829 O O +described 830,839 O O +previously 840,850 O O +; 850,851 O O +first 852,857 O O +, 857,858 O O +the 859,862 O O +peptide 863,870 O O +was 871,874 O O +added 875,880 O B-Process +to 881,883 O O +the 884,887 O O +liposome 888,896 O O +DOTMA 897,902 O B-Material +/ 902,903 O O + +DOPE 903,907 O B-Material +or 908,910 O O +LCPRG 911,916 O B-Material +followed 917,925 O O +by 926,928 O O +addition 929,937 O O +of 938,940 O O +the 941,944 O O +DNA 945,948 O B-Material +with 949,953 O O +rapid 954,959 O B-Process +mixing 960,966 O I-Process +and 967,970 O I-Process +incubated 971,980 O I-Process +for 981,984 O O +30min 985,990 O O +at 991,993 O O +room 994,998 O O +temperature 999,1010 O O +to 1011,1013 O O +allow 1014,1019 O O +for 1020,1023 O O +complex 1024,1031 O O +formation 1032,1041 O O +[ 1042,1043 O O +30 1043,1045 O O +] 1045,1046 O O +. 1046,1047 O O + +The 1048,1051 O O +nanocomplexes 1052,1065 O O +prepared 1066,1074 O O +were 1075,1079 O O +termed 1080,1086 O O +LPD 1087,1090 O B-Material +( 1091,1092 O O +liposome 1092,1100 O B-Material +DOTMA 1101,1106 O I-Material +/ 1106,1107 O I-Material +DOPE 1107,1111 O I-Material +) 1111,1112 O O +, 1112,1113 O O +LADP 1114,1118 O B-Material +and 1119,1122 O O +PDLA 1123,1127 O B-Material +( 1128,1129 O O +liposome 1129,1137 O B-Material +LA 1138,1140 O I-Material +) 1140,1141 O O +, 1141,1142 O O + +PDLAP1 1143,1149 O B-Material +( 1150,1151 O O +liposome 1151,1159 O B-Material +LAP1 1160,1164 O I-Material +) 1164,1165 O O +, 1165,1166 O O +PDLAP2 1167,1173 O B-Material + +( 1174,1175 O O +liposome 1175,1183 O B-Material +LAP2 1184,1188 O I-Material +) 1188,1189 O O +, 1189,1190 O O +PDLAPRG 1191,1198 O B-Material +( 1199,1200 O O +liposome 1200,1208 O B-Material +LAPRG 1209,1214 O I-Material +) 1214,1215 O O +and 1216,1219 O O +LCPRGPD 1220,1227 O B-Material +( 1228,1229 O O +liposome 1229,1237 O B-Material +LCPRG 1238,1243 O I-Material +) 1243,1244 O O +. 1244,1245 O O + + +-DOCSTART- (S0168874X1630049X) + +The 0,3 O O +crack 4,9 O B-Process +band 10,14 O I-Process +approach 15,23 O I-Process +for 24,27 O O +producing 28,37 O O +mesh 38,42 O O +independent 43,54 O O +load 55,59 O O +– 59,60 O O +displacement 60,72 O O +curves 73,79 O O +for 80,83 O O +fracture 84,92 O O +in 93,95 O O +plain 96,101 O O +concrete 102,110 O O +is 111,113 O O +based 114,119 O O +on 120,122 O O +the 123,126 O O +idea 127,131 O O +that 132,136 O O +the 137,140 O O +crack 141,146 O O +opening 147,154 O O +is 155,157 O O +transformed 158,169 O O +into 170,174 O O +inelastic 175,184 O O +strain 185,191 O O +by 192,194 O O +distributing 195,207 O O +it 208,210 O O +over 211,215 O O +an 216,218 O O +element 219,226 O O +length 227,233 O O +dependent 234,243 O O +zone 244,248 O O +[ 249,250 O O +5 250,251 O O +] 251,252 O O +. 252,253 O O + +This 254,258 O O +approach 259,267 O O +will 268,272 O O +only 273,277 O O +produce 278,285 O O +mesh 286,290 O O +independent 291,302 O O +load 303,307 O O +– 307,308 O O +displacement 308,320 O O +curves 321,327 O O +, 327,328 O O +if 329,331 O O +the 332,335 O O +inelastic 336,345 O O +strain 346,352 O O +profiles 353,361 O O +in 362,364 O O +the 365,368 O O +finite 369,375 O O +element 376,383 O O +analysis 384,392 O O +are 393,396 O O +mesh 397,401 O O +size 402,406 O O +dependent 407,416 O O +. 416,417 O O + +This 418,422 O O +requirement 423,434 O O +is 435,437 O O +an 438,440 O O +important 441,450 O O +difference 451,461 O O +to 462,464 O O +the 465,468 O O +nonlocal 469,477 O O +model 478,483 O O +which 484,489 O O +is 490,492 O O +designed 493,501 O O +to 502,504 O O +produce 505,512 O O +both 513,517 O O +mesh 518,522 O O +size 523,527 O O +independent 528,539 O O +load 540,544 O O +– 544,545 O O +displacement 545,557 O O +curves 558,564 O O +and 565,568 O O +strain 569,575 O O +profiles 576,584 O O +. 584,585 O O + +In 586,588 O O +CDPM2 589,594 O O +, 594,595 O O +the 596,599 O O +crack 600,605 O B-Process +band 606,610 O I-Process +approach 611,619 O I-Process +is 620,622 O O +applied 623,630 O O +only 631,635 O O +to 636,638 O O +the 639,642 O O +tensile 643,650 O B-Material +part 651,655 O I-Material +of 656,658 O O +the 659,662 O O +damage 663,669 O O +algorithm 670,679 O O +by 680,682 O O +replacing 683,692 O O +the 693,696 O O +stress 697,703 O B-Process +– 703,704 O I-Process +inelastic 704,713 O I-Process +strain 714,720 O I-Process +law 721,724 O I-Process +shown 725,730 O O +in 731,733 O O +Fig 734,737 O O +. 737,738 O O + +2(b 739,742 O O +) 742,743 O O +by 744,746 O O +a 747,748 O O +stress 749,755 O B-Process +– 755,756 O I-Process +inelastic 756,765 O I-Process +displacement 766,778 O I-Process +law 779,782 O I-Process +of 783,785 O O +the 786,789 O O +form(13)σ=ftexp(−ϵinhwft)if(ϵin>0)Here 790,828 O B-Process + +, 828,829 O O +wft 830,833 O O +is 834,836 O O +a 837,838 O O +crack 839,844 O O +opening 845,852 O O +threshold 853,862 O O +used 863,867 O O +to 868,870 O O +control 871,878 O O +the 879,882 O O +slope 883,888 O O +of 889,891 O O +the 892,895 O O +softening 896,905 O O +curve 906,911 O O +and 912,915 O O +h 916,917 O O +is 918,920 O O +the 921,924 O O +width 925,930 O O +of 931,933 O O +the 934,937 O O +crack 938,943 O O +- 943,944 O O +band 944,948 O O +, 948,949 O O +which 950,955 O O +in 956,958 O O +the 959,962 O O +present 963,970 O O +study 971,976 O O +is 977,979 O O +equal 980,985 O O +to 986,988 O O +the 989,992 O O +maximum 993,1000 O O +dimension 1001,1010 O O +of 1011,1013 O O +the 1014,1017 O O +element 1018,1025 O O +along 1026,1031 O O +the 1032,1035 O O +principal 1036,1045 O O +direction 1046,1055 O O +of 1056,1058 O O +the 1059,1062 O O +strain 1063,1069 O O +tensor 1070,1076 O O +corresponding 1077,1090 O O +to 1091,1093 O O +the 1094,1097 O O +maximum 1098,1105 O O +tensile 1106,1113 O O +principal 1114,1123 O O +strain 1124,1130 O O +at 1131,1133 O O +the 1134,1137 O O +onset 1138,1143 O O +of 1144,1146 O O +damage 1147,1153 O O +. 1153,1154 O O + +For 1155,1158 O O +the 1159,1162 O O +compressive 1163,1174 O O +part 1175,1179 O O +, 1179,1180 O O +a 1181,1182 O O +stress 1183,1189 O B-Process +– 1189,1190 O I-Process +inelastic 1190,1199 O I-Process +strain 1200,1206 O I-Process +law 1207,1210 O I-Process +was 1211,1214 O O +used 1215,1219 O O +to 1220,1222 O O +determine 1223,1232 O O +the 1233,1236 O O +compressive 1237,1248 O O +damage 1249,1255 O O +parameter 1256,1265 O O +, 1265,1266 O O +since 1267,1272 O O +it 1273,1275 O O +was 1276,1279 O O +reported 1280,1288 O O +in 1289,1291 O O +[ 1292,1293 O O +14 1293,1295 O O +] 1295,1296 O O +for 1297,1300 O O +columns 1301,1308 O O +subjected 1309,1318 O O +to 1319,1321 O O +eccentric 1322,1331 O O +compression 1332,1343 O O +that 1344,1348 O O +inelastic 1349,1358 O B-Material +strain 1359,1365 O I-Material +profiles 1366,1374 O I-Material +in 1375,1377 O O +compression 1378,1389 O O +do 1390,1392 O O +not 1393,1396 O O +exhibit 1397,1404 O O +a 1405,1406 O O +mesh 1407,1411 O O +dependence 1412,1422 O O +which 1423,1428 O O +would 1429,1434 O O +satisfy 1435,1442 O O +the 1443,1446 O O +assumptions 1447,1458 O O +of 1459,1461 O O +the 1462,1465 O O +crack 1466,1471 O O +- 1471,1472 O O +band 1472,1476 O O +approach 1477,1485 O O +. 1485,1486 O O + +This 1487,1491 O O +approach 1492,1500 O O +of 1501,1503 O O +applying 1504,1512 O O +the 1513,1516 O O +crack 1517,1522 O B-Process +- 1522,1523 O I-Process +band 1523,1527 O I-Process +approach 1528,1536 O I-Process +only 1537,1541 O O +to 1542,1544 O O +the 1545,1548 O O +tensile 1549,1556 O B-Material +part 1557,1561 O I-Material +has 1562,1565 O O +already 1566,1573 O O +been 1574,1578 O O +successfully 1579,1591 O O +used 1592,1596 O O +in 1597,1599 O O +Grassl 1600,1606 O O +et 1607,1609 O O +al 1610,1612 O O +. 1612,1613 O O + +[ 1614,1615 O O +16 1615,1617 O O +] 1617,1618 O O +. 1618,1619 O O + + +-DOCSTART- (S0254058414000662) + +HOMO 0,4 O B-Material +– 4,5 O I-Material +LUMO 5,9 O I-Material +energy 10,16 O O +band 17,21 O O +gaps 22,26 O O +between 27,34 O O +ylides 35,41 O B-Material +and 42,45 O O +their 46,51 O O +pyrene 52,58 O B-Material +adducts 59,66 O I-Material + +propose 67,74 O O +that 75,79 O O +the 80,83 O O +1,3-DC 84,90 O B-Material +of 91,93 O O +second 94,100 O B-Material +pyridinium 101,111 O I-Material +ylides 112,118 O I-Material +to 119,121 O O +ylidepyrene 122,133 O B-Material +adducts 134,141 O I-Material +are 142,145 O O +HOMOylide 146,155 O O +– 155,156 O O + +LUMOylide 156,165 O O +– 165,166 O O +pyrene 166,172 O O +controlled 173,183 O O +since 184,189 O O +the 190,193 O O +energy 194,200 O O +band 201,205 O O +gap 206,209 O O +is 210,212 O O +smaller 213,220 O O +than 221,225 O O +HOMOylide 226,235 O B-Material +– 235,236 O I-Material +pyrene 236,242 O I-Material +– 242,243 O I-Material +LUMOylide 243,252 O I-Material +. 252,253 O O + +Regioselectivity 254,270 O B-Task +of 271,273 O I-Task +second 274,280 O I-Task +cycloaddition 281,294 O I-Task +was 295,298 O O +predicted 299,308 O O +using 309,314 O O +the 315,318 O O +atomic 319,325 O B-Process +orbital 326,333 O I-Process +coefficients 334,346 O I-Process +corresponding 347,360 O O +to 361,363 O O +HOMOylide 364,373 O O +– 373,374 O O + +LUMOylide 374,383 O O +– 383,384 O O +pyrene 384,390 O O +. 390,391 O O + +According 392,401 O O +to 402,404 O O +Fukui 405,410 O O +[ 411,412 O O +33 412,414 O O +] 414,415 O O +, 415,416 O O +reactions 417,426 O O +can 427,430 O O +be 431,433 O O +favorable 434,443 O O +in 444,446 O O +the 447,450 O O +direction 451,460 O O +of 461,463 O O +maximal 464,471 O O +HOMO 472,476 O O +– 476,477 O O + +LUMO 477,481 O O +overlapping 482,493 O O +of 494,496 O O +larger 497,503 O O +coefficients 504,516 O O +at 517,519 O O +the 520,523 O O +reactive 524,532 O O +sites 533,538 O O +. 538,539 O O + +The 540,543 O O +most 544,548 O O +favorable 549,558 O O +interactions 559,571 O O +between 572,579 O O +corresponding 580,593 O O +ylides 594,600 O B-Material +and 601,604 O I-Material +ylidepyrene 605,616 O I-Material +adducts 617,624 O I-Material +to 625,627 O O +form 628,632 O O +the 633,636 O O +most 637,641 O B-Process +favorable 642,651 O I-Process +regioisomer 652,663 O I-Process +conformation 664,676 O I-Process +are 677,680 O O +given 681,686 O O +in 687,689 O O +Fig 690,693 O O +. 693,694 O O + +3 695,696 O O +. 696,697 O O + +Second 698,704 O O +ylide 705,710 O B-Material +addition 711,719 O O +to 720,722 O O +ylidepyrene 723,734 O B-Material +structure 735,744 O O +is 745,747 O O +therefore 748,757 O O +anticipated 758,769 O O +to 770,772 O O +proceed 773,780 O O +via 781,784 O O +ylideC2/C6–ylidepyrene 785,807 O B-Material +- 807,808 O I-Material +C3 808,810 O I-Material +and 811,814 O O +ylideC7–ylidepyrene 815,834 O B-Material +/ 834,835 O I-Material +C2 835,837 O I-Material +interactions 838,850 O O +to 851,853 O O +produce 854,861 O O +the 862,865 O O +same 866,870 O O +regioisomer 871,882 O B-Task +conformations 883,896 O I-Task +. 896,897 O O + +Considering 898,909 O O +the 910,913 O O +theoretical 914,925 O B-Process +calculations 926,938 O I-Process +performed 939,948 O O +for 949,952 O O +pyrrolidine 953,964 O B-Material +attached 965,973 O I-Material +pyrene 974,980 O I-Material +structure 981,990 O O +, 990,991 O O +it 992,994 O O +is 995,997 O O +also 998,1002 O O +expected 1003,1011 O O +that 1012,1016 O O +formation 1017,1026 O B-Process +of 1027,1029 O I-Process +the 1030,1033 O I-Process +same 1034,1038 O I-Process +type 1039,1043 O I-Process +of 1044,1046 O I-Process +regioisomers 1047,1059 O I-Process +are 1060,1063 O O +favorable 1064,1073 O O +for 1074,1077 O O +SWNTs 1078,1083 O B-Process +after 1084,1089 O O +the 1090,1093 O O +1,3-DC 1094,1100 O B-Material +of 1101,1103 O I-Material +pyridinium 1104,1114 O I-Material +ylides 1115,1121 O I-Material +, 1121,1122 O O +Fig 1123,1126 O O +. 1126,1127 O O + +3 1128,1129 O O +. 1129,1130 O O + + +-DOCSTART- (S0254058415001212) + +Gamma 0,5 O B-Material +titanium 6,14 O I-Material +aluminides 15,25 O I-Material +are 26,29 O O +a 30,31 O O +family 32,38 O O +of 39,41 O O +low 42,45 O O +density 46,53 O O +, 53,54 O O +high 55,59 O O +performance 60,71 O O +alloys 72,78 O B-Material +with 79,83 O O +the 84,87 O O +potential 88,97 O O +to 98,100 O O +replace 101,108 O O +current 109,116 O O +Ni 117,119 O B-Material +- 119,120 O I-Material +base 120,124 O I-Material +superalloys 125,136 O I-Material +used 137,141 O O +in 142,144 O O +the 145,148 O O +production 149,159 O B-Task +of 160,162 O I-Task +aero 163,167 O I-Task +- 167,168 O I-Task +engine 168,174 O I-Task +components 175,185 O I-Task +. 185,186 O O + +Investment 187,197 O B-Process +casting 198,205 O I-Process +is 206,208 O O +one 209,212 O O +of 213,215 O O +the 216,219 O O +most 220,224 O O +economical 225,235 O O +methods 236,243 O O +to 244,246 O O +produce 247,254 O B-Task +titanium 255,263 O I-Task +and 264,267 O I-Task +titanium 268,276 O I-Task +aluminide 277,286 O I-Task +alloy 287,292 O I-Task +products 293,301 O I-Task +, 301,302 O O +increasing 303,313 O O +the 314,317 O B-Material +components 318,328 O I-Material +' 328,329 O O +integrity 330,339 O O +and 340,343 O O +mechanical 344,354 O O +properties 355,365 O O +, 365,366 O O +whilst 367,373 O O +reducing 374,382 O O +material 383,391 O O +waste 392,397 O O +and 398,401 O O +machining 402,411 O O +cost 412,416 O O +[ 417,418 O O +1 418,419 O O +] 419,420 O O +. 420,421 O O + +Titanium 422,430 O B-Material +aluminides 431,441 O I-Material +are 442,445 O O +difficult 446,455 O O +to 456,458 O O +process 459,466 O O +mainly 467,473 O O +due 474,477 O O +to 478,480 O O +the 481,484 O O +low 485,488 O O +fluidity 489,497 O O +of 498,500 O O +the 501,504 O O +TiAl 505,509 O B-Material +alloy 510,515 O I-Material +around 516,522 O O +its 523,526 O O +melting 527,534 O O +temperature 535,546 O O +[ 547,548 O O +2 548,549 O O +] 549,550 O O +. 550,551 O O + +Due 552,555 O O +to 556,558 O O +the 559,562 O O +high 563,567 O O +affinity 568,576 O O +of 577,579 O O +elements 580,588 O B-Material +such 589,593 O O +as 594,596 O O +oxygen 597,603 O B-Material +, 603,604 O O +nitrogen 605,613 O B-Material +etc 614,617 O O +. 617,618 O O +, 618,619 O O +titanium 620,628 O B-Material +and 629,632 O O +its 633,636 O O +alloys 637,643 O B-Material +can 644,647 O O +easily 648,654 O O +interact 655,663 O O +with 664,668 O O +mould 669,674 O B-Material +materials 675,684 O I-Material +during 685,691 O O +the 692,695 O O +investment 696,706 O O +casting 707,714 O B-Process +process 715,722 O I-Process +, 722,723 O O +resulting 724,733 O O +in 734,736 O O +an 737,739 O O +interaction 740,751 O B-Material +hardened 752,760 O I-Material +layer 761,766 O I-Material +being 767,772 O O +generated 773,782 O O +at 783,785 O O +the 786,789 O O +metal 790,795 O B-Material +surface 796,803 O I-Material +[ 804,805 O O +3,4 805,808 O O +] 808,809 O O +. 809,810 O O + +This 811,815 O O +hardened 816,824 O B-Material +layer 825,830 O I-Material +contains 831,839 O O +a 840,841 O O +large 842,847 O O +amount 848,854 O O +of 855,857 O O +dissolved 858,867 O B-Material +oxygen 868,874 O I-Material +, 874,875 O O +and 876,879 O O +it 880,882 O O +is 883,885 O O +very 886,890 O O +brittle 891,898 O O +and 899,902 O O +susceptible 903,914 O O +to 915,917 O O +crack 918,923 O B-Process +generation 924,934 O I-Process +and 935,938 O I-Process +propagation 939,950 O I-Process +[ 951,952 O O +5 952,953 O O +] 953,954 O O +. 954,955 O O + + +-DOCSTART- (S025405841530136X) + +From 0,4 O O +this 5,9 O O +study 10,15 O O +where 16,21 O O +a 22,23 O O +commercial 24,34 O O +Al–12Si 35,42 O B-Material +alloy 43,48 O I-Material +was 49,52 O O +inoculated 53,63 O B-Process +with 64,68 O I-Process +different 69,78 O I-Process +level 79,84 O I-Process +of 85,87 O I-Process +Nb+B 88,92 O I-Process +addition 93,101 O O +to 102,104 O O +assess 105,111 O O +the 112,115 O O +grain 116,121 O B-Task +refining 122,130 O I-Task +potency 131,138 O I-Task +of 139,141 O I-Task +Nb+B 142,146 O I-Task +inoculation 147,158 O I-Task +it 159,161 O O +can 162,165 O O +be 166,168 O O +concluded 169,178 O O +that 179,183 O O +in 184,186 O O +- 186,187 O O +situ 187,191 O O +formed 192,198 O O +Nb 199,201 O B-Material +- 201,202 O I-Material +based 202,207 O I-Material +intermetallics 208,222 O I-Material +compounds 223,232 O I-Material +are 233,236 O O +potent 237,243 O O +heterogeneous 244,257 O B-Material +nucleation 258,268 O I-Material +substrates 269,279 O I-Material +with 280,284 O O +high 285,289 O O +potency 290,297 O O +for 298,301 O O +the 302,305 O O +refinement 306,316 O O +of 317,319 O O +Al 320,322 O O +– 322,323 O O + +Si 323,325 O O +cast 326,330 O O +alloys 331,337 O O +. 337,338 O O + +The 339,342 O O +primary 343,350 O O +α-Al 351,355 O B-Material +dendritic 356,365 O I-Material +grain 366,371 O I-Material +size 372,376 O O +varies 377,383 O O +with 384,388 O O +the 389,392 O O +addition 393,401 O O +level 402,407 O O +of 408,410 O O +Nb 411,413 O B-Material +and 414,417 O O +B. 418,420 O B-Material + +Moreover 421,429 O O +, 429,430 O O +significant 431,442 O O +grain 443,448 O B-Task +refinement 449,459 O I-Task +over 460,464 O O +a 465,466 O O +wide 467,471 O B-Process +range 472,477 O I-Process +of 478,480 O I-Process +cooling 481,488 O I-Process +rates 489,494 O I-Process +is 495,497 O O +obtained 498,506 O O +via 507,510 O O +enhanced 511,519 O B-Task +heterogeneous 520,533 O I-Task +nucleation 534,544 O I-Task +making 545,551 O O +the 552,555 O O +grain 556,561 O B-Material +size 562,566 O O +of 567,569 O O +the 570,573 O O +material 574,582 O O +less 583,587 O O +sensitive 588,597 O O +to 598,600 O O +the 601,604 O O +cooling 605,612 O O +rate 613,617 O O +. 617,618 O O + +Nb+B 619,623 O B-Material +inoculants 624,634 O I-Material +are 635,638 O O +characterised 639,652 O O +by 653,655 O O +some 656,660 O O +fading 661,667 O B-Process +which 668,673 O O +is 674,676 O O +still 677,682 O O +acceptable 683,693 O O +after 694,699 O O +4 700,701 O O +h 702,703 O O +of 704,706 O O +contact 707,714 O O +time 715,719 O O +. 719,720 O O + +Moreover 721,729 O O +, 729,730 O O +alloys 731,737 O B-Material +refined 738,745 O O +by 746,748 O O +means 749,754 O O +of 755,757 O O +Nb+B 758,762 O B-Material +inoculants 763,773 O I-Material +can 774,777 O O +be 778,780 O O +recycled 781,789 O O +obtaining 790,799 O O +a 800,801 O O +fine 802,806 O B-Material +grain 807,812 O I-Material +structure 813,822 O I-Material +with 823,827 O O +small 828,833 O O +addition 834,842 O O +or 843,845 O O +no 846,848 O O +further 849,856 O O +addition 857,865 O O +of 866,868 O O +inoculants 869,879 O B-Material +after 880,885 O O +the 886,889 O O +first 890,895 O O +initial 896,903 O O +addition 904,912 O O +. 912,913 O O + +Concluding 914,924 O O +, 924,925 O O +Nb+B 926,930 O B-Process +inoculation 931,942 O I-Process +is 943,945 O O +a 946,947 O O +promising 948,957 O O +candidate 958,967 O O +for 968,971 O O +the 972,975 O O +refinement 976,986 O B-Task +of 987,989 O I-Task +cast 990,994 O I-Task +Al 995,997 O I-Task +alloy 998,1003 O I-Task +which 1004,1009 O O +could 1010,1015 O O +lead 1016,1020 O O +to 1021,1023 O O +their 1024,1029 O O +wider 1030,1035 O O +employment 1036,1046 O O +in 1047,1049 O O +the 1050,1053 O O +automotive 1054,1064 O O +industry 1065,1073 O O +with 1074,1078 O O +the 1079,1082 O O +resultant 1083,1092 O O +intrinsic 1093,1102 O O +advantages 1103,1113 O O +of 1114,1116 O O +lighter 1117,1124 O B-Task +structural 1125,1135 O I-Task +component 1136,1145 O I-Task +from 1146,1150 O O +an 1151,1153 O O +environmental 1154,1167 O O +point 1168,1173 O O +of 1174,1176 O O +view 1177,1181 O O +. 1181,1182 O O + + +-DOCSTART- (S0254058415304235) + +The 0,3 O O +observed 4,12 O B-Task +conductivity 13,25 O I-Task +of 26,28 O O +A2FeMoO6–δ 29,39 O B-Material +( 40,41 O O +A 41,42 O O += 43,44 O O +Ca 45,47 O B-Material +, 47,48 O O +Sr 49,51 O B-Material +, 51,52 O O +Ba 53,55 O B-Material +) 55,56 O O +[ 57,58 O O +7 58,59 O O +] 59,60 O O +was 61,64 O O +linked 65,71 O O +to 72,74 O O +a 75,76 O O +potential 77,86 O O +double 87,93 O B-Process +exchange 94,102 O I-Process +mechanism 103,112 O I-Process +, 112,113 O O +with 114,118 O O +conduction 119,129 O O +between 130,137 O O +Fe3 138,141 O O ++ 141,142 O O +-O 142,144 O O +- 144,145 O O +Mo 145,147 O O +- 147,148 O O +O 148,149 O O +- 149,150 O O +Fe2 150,153 O O + ++ 153,154 O O +. 154,155 O O + +Double 156,162 O B-Process +- 162,163 O I-Process +exchange 163,171 O I-Process +mechanisms 172,182 O I-Process +, 182,183 O O +as 184,186 O O +proposed 187,195 O O +by 196,198 O O +Zener 199,204 O O +[ 205,206 O O +23 206,208 O O +] 208,209 O O +, 209,210 O O +posit 211,216 O O +that 217,221 O O +electron 222,230 O B-Process +transfer 231,239 O I-Process +between 240,247 O O +ions 248,252 O B-Material +in 253,255 O O +different 256,265 O O +oxidation 266,275 O B-Process +states 276,282 O O +may 283,286 O O +be 287,289 O O +facilitated 290,301 O O +if 302,304 O O +the 305,308 O O +electron 309,317 O B-Material +does 318,322 O O +not 323,326 O O +have 327,331 O O +to 332,334 O O +alter 335,340 O O +its 341,344 O O +spin 345,349 O O +state 350,355 O O +. 355,356 O O + +Replacement 357,368 O B-Process +of 369,371 O O +Mo 372,374 O B-Material +with 375,379 O O +Fe 380,382 O B-Material +in 383,385 O O +this 386,390 O O +mechanism 391,400 O O +would 401,406 O O +be 407,409 O O +expected 410,418 O O +to 419,421 O O +result 422,428 O O +in 429,431 O O +a 432,433 O O +reduction 434,443 O B-Process +of 444,446 O I-Process +the 447,450 O I-Process +conductivity 451,463 O I-Process +through 464,471 O O +reduction 472,481 O B-Process +of 482,484 O I-Process +the 485,488 O I-Process +available 489,498 O I-Process +percolation 499,510 O I-Process +pathways 511,519 O I-Process +, 519,520 O O +unless 521,527 O O +delocalisation 528,542 O B-Process +of 543,545 O I-Process +Fe 546,548 O I-Process +electrons 549,558 O I-Process +through 559,566 O O +Fe2 567,570 O O ++ 570,571 O O +-O 571,573 O O +- 573,574 O O +Fe3 574,577 O O + ++ 577,578 O O +exchange 579,587 O O +could 588,593 O O +also 594,598 O O +occur 599,604 O O +. 604,605 O O + +Double 606,612 O B-Process +exchange 613,621 O I-Process +mechanisms 622,632 O I-Process +have 633,637 O O +been 638,642 O O +observed 643,651 O O +previously 652,662 O O +for 663,666 O O +mixed 667,672 O O +valent 673,679 O O +iron 680,684 O B-Material +in 685,687 O I-Material +iron 688,692 O I-Material +oxides 693,699 O I-Material +[ 700,701 O O +24 701,703 O O +] 703,704 O O +, 704,705 O O +and 706,709 O O +, 709,710 O O +as 711,713 O O +iron 714,718 O B-Material +is 719,721 O O +known 722,727 O O +to 728,730 O O +exist 731,736 O O +in 737,739 O O +a 740,741 O O +mixed 742,747 O O +valent 748,754 O O +state 755,760 O O +for 761,764 O O +Ca2–xSrxFeMoO6–δ 765,781 O B-Material + +[ 782,783 O O +25 783,785 O O +] 785,786 O O +, 786,787 O O +this 788,792 O O +provides 793,801 O O +a 802,803 O O +plausible 804,813 O O +explanation 814,825 O O +for 826,829 O O +the 830,833 O O +observed 834,842 O O +metallic 843,851 O B-Task +conductivity 852,864 O I-Task +. 864,865 O O + +Band 866,870 O B-Process +structure 871,880 O I-Process +calculations 881,893 O I-Process +and 894,897 O O +Mossbauer 898,907 O B-Process +spectroscopy 908,920 O I-Process +could 921,926 O O +be 927,929 O O +utilised 930,938 O O +to 939,941 O O +further 942,949 O O +elucidate 950,959 O O +the 960,963 O O +conduction 964,974 O B-Task +mechanism 975,984 O I-Task +for 985,988 O O +these 989,994 O O +compounds 995,1004 O B-Material +, 1004,1005 O O +however 1006,1013 O O +this 1014,1018 O O +is 1019,1021 O O +outside 1022,1029 O O +the 1030,1033 O O +scope 1034,1039 O O +of 1040,1042 O O +this 1043,1047 O O +enquiry 1048,1055 O O +. 1055,1056 O O + + +-DOCSTART- (S0266352X16301550) + +To 0,2 O O +address 3,10 O O +the 11,14 O O +vertical 15,23 O B-Task +displacement 24,36 O I-Task +estimation 37,47 O I-Task +of 48,50 O I-Task +conventional 51,63 O I-Task +pile 64,68 O I-Task +groups 69,75 O I-Task +subjected 76,85 O I-Task +to 86,88 O I-Task +mechanical 89,99 O I-Task +loads 100,105 O I-Task +, 105,106 O O +various 107,114 O O +numerical 115,124 O B-Process +and 125,128 O I-Process +analytical 129,139 O I-Process +methods 140,147 O I-Process +have 148,152 O O +been 153,157 O O +proposed 158,166 O O +. 166,167 O O + +These 168,173 O O +methods 174,181 O O +include 182,189 O O +the 190,193 O O +finite 194,200 O B-Process +element 201,208 O I-Process +method 209,215 O I-Process +[ 216,217 O O +e.g. 217,221 O O +, 221,222 O O +2,3 223,226 O O +] 226,227 O O +, 227,228 O O +the 229,232 O O +boundary 233,241 O B-Process +element 242,249 O I-Process +method 250,256 O I-Process +[ 257,258 O O +e.g. 258,262 O O +, 262,263 O O +4,5 264,267 O O +] 267,268 O O +, 268,269 O O +the 270,273 O O +finite 274,280 O B-Process +difference 281,291 O I-Process +method 292,298 O I-Process +[ 299,300 O O +e.g. 300,304 O O +, 304,305 O O +6 306,307 O O +] 307,308 O O +, 308,309 O O +the 310,313 O O +interaction 314,325 O B-Process +factor 326,332 O I-Process +method 333,339 O I-Process +[ 340,341 O O +e.g. 341,345 O O +, 345,346 O O +7,8–11 347,353 O O +] 353,354 O O +, 354,355 O O +the 356,359 O O +equivalent 360,370 O B-Process +pier 371,375 O I-Process +and 376,379 O I-Process +raft 380,384 O I-Process +methods 385,392 O I-Process +[ 393,394 O O +e.g. 394,398 O O +, 398,399 O O +12–14 400,405 O O +] 405,406 O O +, 406,407 O O +and 408,411 O O +the 412,415 O O +settlement 416,426 O B-Process +ratio 427,432 O I-Process +method 433,439 O I-Process +[ 440,441 O O +e.g. 441,445 O O +, 445,446 O O +15 447,449 O O +] 449,450 O O +. 450,451 O O + +The 452,455 O O +finite 456,462 O B-Process +element 463,470 O I-Process +method 471,477 O I-Process +, 477,478 O O +while 479,484 O O +providing 485,494 O O +the 495,498 O O +most 499,503 O O +rigorous 504,512 O O +and 513,516 O O +exhaustive 517,527 O O +representation 528,542 O O +of 543,545 O O +the 546,549 O O +pile 550,554 O B-Task +group 555,560 O I-Task +- 560,561 O I-Task +related 561,568 O I-Task +problem 569,576 O I-Task +, 576,577 O O +is 578,580 O O +generally 581,590 O O +computationally 591,606 O O +expensive 607,616 O O +and 617,620 O O +considered 621,631 O O +mainly 632,638 O O +a 639,640 O O +research 641,649 O B-Material +tool 650,654 O I-Material +rather 655,661 O O +than 662,666 O O +a 667,668 O O +design 669,675 O B-Material +tool 676,680 O I-Material +. 680,681 O O + +Conversely 682,692 O O +, 692,693 O O +the 694,697 O O +versatility 698,709 O B-Process +of 710,712 O I-Process +simplified 713,723 O I-Process +( 724,725 O I-Process +approximate 725,736 O I-Process +) 736,737 O I-Process +methods 738,745 O I-Process +, 745,746 O O +such 747,751 O O +as 752,754 O O +the 755,758 O O +interaction 759,770 O B-Process +factor 771,777 O I-Process +approach 778,786 O I-Process +that 787,791 O O +allows 792,798 O O +capturing 799,808 O B-Process +the 809,812 O I-Process +( 813,814 O I-Process +e.g. 814,818 O I-Process +, 818,819 O I-Process +vertical 820,828 O I-Process +) 828,829 O I-Process +displacements 830,843 O I-Process +of 844,846 O I-Process +any 847,850 O I-Process +general 851,858 O I-Process +pile 859,863 O I-Process +group 864,869 O I-Process +by 870,872 O O +the 873,876 O O +analysis 877,885 O B-Process +of 886,888 O I-Process +the 889,892 O I-Process +displacement 893,905 O I-Process +interaction 906,917 O I-Process +between 918,925 O I-Process +two 926,929 O I-Process +identical 930,939 O I-Process +piles 940,945 O I-Process +and 946,949 O O +by 950,952 O O +the 953,956 O O +use 957,960 O O +of 961,963 O O +the 964,967 O O +elastic 968,975 O B-Process +principle 976,985 O I-Process +of 986,988 O I-Process +superposition 989,1002 O I-Process +of 1003,1005 O I-Process +effects 1006,1013 O I-Process +, 1013,1014 O O +makes 1015,1020 O O +them 1021,1025 O O +attractive 1026,1036 O O +as 1037,1039 O O +design 1040,1046 O B-Material +tools 1047,1052 O I-Material +because 1053,1060 O O +they 1061,1065 O O +allow 1066,1071 O O +for 1072,1075 O O +the 1076,1079 O O +use 1080,1083 O O +of 1084,1086 O O +expedient 1087,1096 O B-Task +parametric 1097,1107 O I-Task +studies 1108,1115 O I-Task +under 1116,1121 O O +various 1122,1129 O O +design 1130,1136 O O +conditions 1137,1147 O O +. 1147,1148 O O + + +-DOCSTART- (S0301010414003115) + +The 0,3 O O +optimised 4,13 O B-Task +structure 14,23 O I-Task +at 24,26 O O +the 27,30 O O +B3LYP 31,36 O B-Process +/ 36,37 O I-Process +aug 37,40 O I-Process +- 40,41 O I-Process +cc 41,43 O I-Process +- 43,44 O I-Process +pVTZ 44,48 O I-Process +level 49,54 O O +was 55,58 O O +then 59,63 O O +used 64,68 O O +to 69,71 O O +perform 72,79 O O +calculations 80,92 O O +of 93,95 O O +the 96,99 O O +lowest 100,106 O B-Process +electronic 107,117 O I-Process +singlet 118,125 O I-Process +excited 126,133 O O +states 134,140 O O +with 141,145 O O +the 146,149 O O +coupled 150,157 O O +cluster 158,165 O O +linear 166,172 O B-Process +response 173,181 O I-Process +( 182,183 O O +LR 183,185 O B-Process +) 185,186 O O +coupled 187,194 O B-Process +cluster 195,202 O I-Process +hierarchy 203,212 O I-Process +CCS 213,216 O B-Process +, 216,217 O O +CC2 218,221 O B-Process +, 221,222 O O +CCSD 223,227 O B-Process +and 228,231 O O +CC3 232,235 O B-Process +, 235,236 O O +along 237,242 O O +with 243,247 O O +perturbative 248,260 O B-Process +corrected 261,270 O I-Process +methods 271,278 O I-Process +CIS(D 279,284 O B-Process +) 284,285 O I-Process +and 286,289 O O +CCSDR(3 290,297 O B-Process +) 297,298 O I-Process +. 298,299 O O + +The 300,303 O O +correlated 304,314 O B-Process +response 315,323 O I-Process +methods 324,331 O I-Process +were 332,336 O O +performed 337,346 O O +with 347,351 O O +an 352,354 O O +all 355,358 O O +- 358,359 O O +electron 359,367 O O +atomic 368,374 O B-Process +natural 375,382 O I-Process +orbital 383,390 O I-Process +( 391,392 O O +ANO 392,395 O B-Process +) 395,396 O O +basis 397,402 O O +set 403,406 O O +contracted 407,417 O O +to 418,420 O O +6s5p4d3f1 421,430 O B-Process +g 430,431 O I-Process +on 432,434 O O +manganese 435,444 O B-Material +, 444,445 O O +[ 446,447 O O +47 447,449 O O +] 449,450 O O +together 451,459 O O +with 460,464 O O +the 465,468 O O +cc 469,471 O B-Process +- 471,472 O I-Process +pVTZ 472,476 O I-Process +basis 477,482 O O +set 483,486 O O +on 487,489 O O +the 490,493 O O +oxygen 494,500 O B-Material +atoms 501,506 O O +. 506,507 O O + +The 508,511 O O +all 512,515 O B-Process +- 515,516 O I-Process +electron 516,524 O I-Process +correlated 525,535 O I-Process +calculations 536,548 O I-Process +invoked 549,556 O O +a 557,558 O O +13 559,561 O O +orbital 562,569 O O +frozen 570,576 O O +core 577,581 O O +( 582,583 O O +O 583,584 O B-Material +1s 585,587 O O +, 587,588 O O +Mn 589,591 O B-Material +1s2s2p3s3p 592,602 O O +) 602,603 O O +. 603,604 O O + +Trial 605,610 O O +calculations 611,623 O O +correlating 624,635 O O +these 636,641 O O +orbitals 642,650 O O +only 651,655 O O +had 656,659 O O +a 660,661 O O +minor 662,667 O O +effect 668,674 O O +on 675,677 O O +excitation 678,688 O B-Task +energies 689,697 O I-Task +. 697,698 O O + +For 699,702 O O +comparison 703,713 O O +the 714,717 O O +EOM 718,721 O B-Process +- 721,722 O I-Process +CCSD 722,726 O I-Process +method 727,733 O I-Process +with 734,738 O O +the 739,742 O O +cc 743,745 O B-Process +- 745,746 O I-Process +pVTZ 746,750 O I-Process +basis 751,756 O O +on 757,759 O O +all 760,763 O O +atoms 764,769 O O +was 770,773 O O +tested 774,780 O O +to 781,783 O O +compare 784,791 O O +with 792,796 O O +LR 797,799 O B-Process +- 799,800 O I-Process +CCSD 800,804 O I-Process +. 804,805 O O + +These 806,811 O O +formally 812,820 O O +give 821,825 O O +exactly 826,833 O O +the 834,837 O O +same 838,842 O O +excitation 843,853 O B-Task +energies 854,862 O I-Task +, 862,863 O O +although 864,872 O O +the 873,876 O O +transition 877,887 O B-Task +moments 888,895 O I-Task +are 896,899 O O +more 900,904 O O +accurate 905,913 O O +for 914,917 O O +LR 918,920 O B-Process +- 920,921 O I-Process +CCSD 921,925 O I-Process +. 925,926 O O + +Abelian 927,934 O B-Process +symmetry 935,943 O I-Process +( 944,945 O O +D2 945,947 O B-Process +) 947,948 O O +was 949,952 O O +used 953,957 O O +in 958,960 O O +all 961,964 O O +correlated 965,975 O O +excited 976,983 O B-Process +state 984,989 O I-Process +calculations 990,1002 O I-Process +. 1002,1003 O O + + +-DOCSTART- (S0301010414003516) + +Arrays 0,6 O O +of 7,9 O O +TFTs 10,14 O B-Material +and 15,18 O O +circuits 19,27 O B-Material +were 28,32 O O +fabricated 33,43 O O +on 44,46 O O +precleaned 47,57 O O +, 57,58 O O +5cm×5 59,64 O O +cm 64,66 O O +, 66,67 O O +125μm 68,73 O O +thick 74,79 O O +polyethylene 80,92 O B-Material +naphthalate 93,104 O I-Material +( 105,106 O I-Material +PEN 106,109 O I-Material +) 109,110 O I-Material +substrates 111,121 O I-Material +( 122,123 O O +Dupont 123,129 O O +- 129,130 O O +Teijin 130,136 O O +) 136,137 O O +. 137,138 O O + +Full 139,143 O O +details 144,151 O O +of 152,154 O O +our 155,158 O O +vacuum 159,165 O B-Process +- 165,166 O I-Process +fabrication 166,177 O I-Process +procedures 178,188 O I-Process +have 189,193 O O +been 194,198 O O +given 199,204 O O +in 205,207 O O +previous 208,216 O O +publications 217,229 O O +[ 230,231 O O +17–19,23 231,239 O O +] 239,240 O O +. 240,241 O O + +Briefly 242,249 O O +, 249,250 O O +aluminium 251,260 O B-Material +gate 261,265 O I-Material +electrodes 266,276 O I-Material +and 277,280 O O +associated 281,291 O O +tracks 292,298 O B-Material +were 299,303 O O +vacuum 304,310 O B-Process +evaporated 311,321 O I-Process +onto 322,326 O O +the 327,330 O O +substrates 331,341 O B-Material +through 342,349 O O +shadow 350,356 O B-Material +masks 357,362 O I-Material +. 362,363 O O + +Subsequently 364,376 O O +, 376,377 O O +the 378,381 O O +substrates 382,392 O B-Material +were 393,397 O O +attached 398,406 O O +to 407,409 O O +a 410,411 O O +cooled 412,418 O O +web 419,422 O B-Material +- 422,423 O I-Material +coater 423,429 O I-Material +drum 430,434 O I-Material +( 435,436 O O +Aerre 436,441 O O +Machines 442,450 O O +) 450,451 O O +. 451,452 O O + +With 453,457 O O +the 458,461 O O +drum 462,466 O B-Material +rotating 467,475 O O +at 476,478 O O +a 479,480 O O +linear 481,487 O O +speed 488,493 O O +of 494,496 O O +25m 497,500 O O +/ 500,501 O O +min 501,504 O O +under 505,510 O O +vacuum 511,517 O O +, 517,518 O O +flash 519,524 O B-Material +- 524,525 O I-Material +evaporated 525,535 O I-Material +TPGDA 536,541 O I-Material +monomer 542,549 O I-Material +vapour 550,556 O I-Material +which 557,562 O O +condensed 563,572 O O +onto 573,577 O O +the 578,581 O O +substrates 582,592 O B-Material +was 593,596 O O +cross 597,602 O B-Process +- 602,603 O I-Process +linked 603,609 O I-Process +by 610,612 O O +exposure 613,621 O B-Process +, 621,622 O O +in 623,625 O O +situ 626,630 O O +, 630,631 O O +to 632,634 O O +a 635,636 O O +plasma 637,643 O B-Material +. 643,644 O O + +The 645,648 O O +resulting 649,658 O O +smooth 659,665 O O +, 665,666 O O +pinhole 667,674 O O +- 674,675 O O +free 675,679 O O +films 680,685 O B-Material +were 686,690 O O +typically 691,700 O O +500 701,704 O O +nm 704,706 O O +to 707,709 O O +1μm 710,713 O O +thick 714,719 O O +with 720,724 O O +a 725,726 O O +measured 727,735 O O +dielectric 736,746 O O +constant 747,755 O O +varying 756,763 O O +in 764,766 O O +the 767,770 O O +range 771,776 O O +4–5 777,780 O O +. 780,781 O O + +For 782,785 O O +circuit 786,793 O B-Task +fabrication 794,805 O I-Task +, 805,806 O O +the 807,810 O O +insulator 811,820 O B-Material +was 821,824 O O +patterned 825,834 O O +using 835,840 O O +shadow 841,847 O B-Material +masks 848,853 O I-Material +to 854,856 O O +define 857,863 O O +rectangular 864,875 O O +areas 876,881 O O +separated 882,891 O O +by 892,894 O O +1 895,896 O O +mm 896,898 O O +gaps 899,903 O O +to 904,906 O O +act 907,910 O O +as 911,913 O O +vias 914,918 O O +for 919,922 O O +inter 923,928 O B-Process +- 928,929 O I-Process +layer 929,934 O I-Process +metallic 935,943 O I-Process +connections 944,955 O I-Process +. 955,956 O O + +The 957,960 O O +substrates 961,971 O B-Material +were 972,976 O O +then 977,981 O O +transferred 982,993 O O +into 994,998 O O +an 999,1001 O O +evaporator 1002,1012 O B-Material +( 1013,1014 O O +Minispectros 1014,1026 O O +, 1026,1027 O O +Kurt 1028,1032 O O +Lesker 1033,1039 O O +) 1039,1040 O O +integrated 1041,1051 O O +into 1052,1056 O O +a 1057,1058 O O +nitrogen 1059,1067 O B-Material +glovebox 1068,1076 O I-Material +for 1077,1080 O O +the 1081,1084 O O +vacuum 1085,1091 O B-Process +- 1091,1092 O I-Process +deposition 1092,1102 O I-Process +( 1103,1104 O O +2.4nm 1104,1109 O O +/ 1109,1110 O O +min 1110,1113 O O +) 1113,1114 O O +of 1115,1117 O O +DNTT 1118,1122 O O +onto 1123,1127 O O +the 1128,1131 O O +insulator 1132,1141 O B-Material +. 1141,1142 O O + +Without 1143,1150 O O +exposing 1151,1159 O O +the 1160,1163 O O +substrates 1164,1174 O B-Material +to 1175,1177 O O +ambient 1178,1185 O B-Material +air 1186,1189 O I-Material +, 1189,1190 O O +the 1191,1194 O O +gold 1195,1199 O B-Material +source 1200,1206 O I-Material +/ 1206,1207 O I-Material +drain 1207,1212 O I-Material +metallisation 1213,1226 O I-Material +layer 1227,1232 O I-Material +was 1233,1236 O O +deposited 1237,1246 O O +through 1247,1254 O O +a 1255,1256 O O +shadow 1257,1263 O B-Material +mask 1264,1268 O I-Material +in 1269,1271 O O +the 1272,1275 O O +same 1276,1280 O O +evaporator 1281,1291 O B-Material +. 1291,1292 O O + + +-DOCSTART- (S0301010415002256) + +For 0,3 O O +decades 4,11 O O +, 11,12 O O +vibronic 13,21 O B-Process +coupling 22,30 O I-Process +models 31,37 O I-Process +[ 38,39 O O +1–4 39,42 O O +] 42,43 O O +have 44,48 O O +served 49,55 O O +as 56,58 O O +bridges 59,66 O O +connecting 67,77 O O +nuclear 78,85 O B-Task +dynamics 86,94 O I-Task +studies 95,102 O I-Task +with 103,107 O O +the 108,111 O O +static 112,118 O O +studies 119,126 O O +of 127,129 O O +electronic 130,140 O B-Task +structure 141,150 O I-Task +calculations 151,163 O I-Task +[ 164,165 O O +5 165,166 O O +] 166,167 O O +. 167,168 O O + +The 169,172 O O +vibronic 173,181 O B-Process +coupling 182,190 O I-Process +model 191,196 O I-Process +is 197,199 O O +a 200,201 O O +simple 202,208 O O +polynomial 209,219 O B-Task +expansion 220,229 O I-Task +of 230,232 O O +diabatic 233,241 O B-Task +potential 242,251 O I-Task +energy 252,258 O I-Task +surfaces 259,267 O I-Task +and 268,271 O I-Task +couplings 272,281 O I-Task +. 281,282 O O + +The 283,286 O O +expansion 287,296 O B-Process +coefficients 297,309 O I-Process +are 310,313 O O +chosen 314,320 O O +so 321,323 O O +that 324,328 O O +the 329,332 O O +eigenvalues 333,344 O O +of 345,347 O O +the 348,351 O O +potential 352,361 O O +operator 362,370 O O +map 371,374 O O +on 375,377 O O +to 378,380 O O +the 381,384 O O +adiabatic 385,394 O O +potential 395,404 O O +surfaces 405,413 O O +. 413,414 O O + +This 415,419 O O +diabatisation 420,433 O B-Process +by 434,436 O O +ansatz 437,443 O O +circumvents 444,455 O O +many 456,460 O O +of 461,463 O O +the 464,467 O O +problems 468,476 O O +of 477,479 O O +describing 480,490 O O +non 491,494 O B-Task +- 494,495 O I-Task +adiabatic 495,504 O I-Task +systems 505,512 O I-Task +. 512,513 O O + +It 514,516 O O +is 517,519 O O +also 520,524 O O +the 525,528 O O +inspiration 529,540 O O +for 541,544 O O +a 545,546 O O +diabatisation 547,560 O B-Process +scheme 561,567 O I-Process +that 568,572 O O +is 573,575 O O +used 576,580 O O +in 581,583 O O +modern 584,590 O O +, 590,591 O O +direct 592,598 O B-Process +- 598,599 O I-Process +dynamic 599,606 O I-Process +methods 607,614 O I-Process +that 615,619 O O +include 620,627 O O +non 628,631 O O +- 631,632 O O +adiabatic 632,641 O O +effects 642,649 O O +[ 650,651 O O +6 651,652 O O +] 652,653 O O +. 653,654 O O + +For 655,658 O O +a 659,660 O O +model 661,666 O B-Process +Hamiltonian 667,678 O I-Process +to 679,681 O O +correctly 682,691 O O +approximate 692,703 O O +the 704,707 O O +eigenvectors 708,720 O O +of 721,723 O O +the 724,727 O O +true 728,732 O B-Process +Hamiltonian 733,744 O I-Process +it 745,747 O O +has 748,751 O O +to 752,754 O O +span 755,759 O O +the 760,763 O O +totally 764,771 O O +symmetric 772,781 O O +irreducible 782,793 O B-Process +representation 794,808 O I-Process +( 809,810 O O +IrRep 810,815 O B-Process +) 815,816 O O +of 817,819 O O +the 820,823 O O +point 824,829 O O +groups 830,836 O O +the 837,840 O O +molecule 841,849 O O +belongs 850,857 O O +to 858,860 O O +, 860,861 O O +at 862,864 O O +the 865,868 O O +appropriate 869,880 O O +symmetric 881,890 O B-Process +geometries 891,901 O I-Process +[ 902,903 O O +7 903,904 O O +] 904,905 O O +. 905,906 O O + +In 907,909 O O +recent 910,916 O O +times 917,922 O O +, 922,923 O O +many 924,928 O O +articles 929,937 O O +have 938,942 O O +demonstrated 943,955 O O +the 956,959 O O +advantages 960,970 O O +of 971,973 O O +using 974,979 O O +symmetry 980,988 O O +when 989,993 O O +constructing 994,1006 O O +analytic 1007,1015 O B-Process +model 1016,1021 O I-Process +potentials 1022,1032 O I-Process +[ 1033,1034 O O +8–12 1034,1038 O O +] 1038,1039 O O +, 1039,1040 O O +most 1041,1045 O O +often 1046,1051 O O +in 1052,1054 O O +the 1055,1058 O O +context 1059,1066 O O +of 1067,1069 O O +permutation 1070,1081 O B-Process +- 1081,1082 O I-Process +inversion 1082,1091 O I-Process +groups 1092,1098 O I-Process +[ 1099,1100 O O +13 1100,1102 O O +] 1102,1103 O O +. 1103,1104 O O + + +-DOCSTART- (S030193221400144X) + +In 0,2 O O +the 3,6 O O +present 7,14 O O +work 15,19 O O +, 19,20 O O +a 21,22 O O +LIF 23,26 O B-Process +technique 27,36 O I-Process +is 37,39 O O +applied 40,47 O O +for 48,51 O O +investigation 52,65 O O +of 66,68 O O +gas 69,72 O B-Task +- 72,73 O I-Task +sheared 73,80 O I-Task +film 81,85 O I-Task +flow 86,90 O I-Task +in 91,93 O O +horizontal 94,104 O O +rectangular 105,116 O O +duct 117,121 O B-Material +. 121,122 O O + +The 123,126 O O +technique 127,136 O O +makes 137,142 O O +it 143,145 O O +possible 146,154 O O +to 155,157 O O +perform 158,165 O O +field 166,171 O B-Process +measurements 172,184 O I-Process +of 185,187 O I-Process +local 188,193 O I-Process +film 194,198 O I-Process +thickness 199,208 O I-Process +, 208,209 O O +resolved 210,218 O O +in 219,221 O O +both 222,226 O O +space 227,232 O O +and 233,236 O O +time 237,241 O O +, 241,242 O O +similar 243,250 O O +to 251,253 O O +the 254,257 O O +work 258,262 O O +of 263,265 O O +Alekseenko 266,276 O O +et 277,279 O O +al 280,282 O O +. 282,283 O O + +( 284,285 O O +2009 285,289 O O +) 289,290 O O +. 290,291 O O + +The 292,295 O O +flat 296,300 O O +shape 301,306 O O +and 307,310 O O +large 311,316 O O +transverse 317,327 O O +size 328,332 O O +of 333,335 O O +the 336,339 O O +duct 340,344 O B-Material +allow 345,350 O O +us 351,353 O O +to 354,356 O O +resolve 357,364 O B-Process +the 365,368 O I-Process +film 369,373 O I-Process +thickness 374,383 O I-Process +in 384,386 O O +transverse 387,397 O O +coordinate 398,408 O O +as 409,411 O O +well 412,416 O O +. 416,417 O O + +Alekseenko 418,428 O O +et 429,431 O O +al 432,434 O O +. 434,435 O O + +( 436,437 O O +2012 437,441 O O +) 441,442 O O +attempted 443,452 O O +to 453,455 O O +do 456,458 O O +this 459,463 O O +in 464,466 O O +annular 467,474 O B-Process +downward 475,483 O I-Process +flow 484,488 O I-Process +, 488,489 O O +but 490,493 O O +, 493,494 O O +for 495,498 O O +technical 499,508 O O +reasons 509,516 O O +, 516,517 O O +the 518,521 O O +sampling 522,530 O B-Process +frequency 531,540 O I-Process +was 541,544 O O +not 545,548 O O +high 549,553 O O +enough 554,560 O O +in 561,563 O O +their 564,569 O O +experiments 570,581 O O +. 581,582 O O + +More 583,587 O O +recently 588,596 O O +Alekseenko 597,607 O O +et 608,610 O O +al 611,613 O O +. 613,614 O O + +( 615,616 O O +2014a 616,621 O O +) 621,622 O O +showed 623,629 O O +that 630,634 O O +the 635,638 O O +LIF 639,642 O B-Process +technique 643,652 O I-Process +can 653,656 O O +also 657,661 O O +detect 662,668 O B-Task +entrained 669,678 O I-Task +droplets 679,687 O I-Task +. 687,688 O O + +The 689,692 O O +technique 693,702 O O +allows 703,709 O O +the 710,713 O O +simultaneous 714,726 O O +study 727,732 O O +of 733,735 O O +three 736,741 O B-Material +- 741,742 O I-Material +dimensional 742,753 O I-Material +wavy 754,758 O I-Material +structures 759,769 O I-Material +and 770,773 O O +liquid 774,780 O B-Task +entrainment 781,792 O I-Task +, 792,793 O O +and 794,797 O O +can 798,801 O O +improve 802,809 O B-Task +understanding 810,823 O I-Task +of 824,826 O I-Task +the 827,830 O I-Task +entrainment 831,842 O I-Task +phenomenon 843,853 O I-Task +. 853,854 O O + + +-DOCSTART- (S0301932214001499) + +In 0,2 O O +general 3,10 O O +, 10,11 O O +liquid 12,18 O B-Process +film 19,23 O I-Process +flows 24,29 O I-Process +of 30,32 O O +practical 33,42 O O +relevance 43,52 O O +are 53,56 O O +turbulent 57,66 O O +and 67,70 O O +, 70,71 O O +hence 72,77 O O +, 77,78 O O +are 79,82 O O +associated 83,93 O O +with 94,98 O O +the 99,102 O O +presence 103,111 O O +of 112,114 O O +broadband 115,124 O B-Material +interfacial 125,136 O I-Material +waves 137,142 O I-Material +on 143,145 O O +the 146,149 O O +film 150,154 O B-Material +surface 155,162 O I-Material +. 162,163 O O + +A 164,165 O O +thorough 166,174 O O +understanding 175,188 O B-Task +of 189,191 O I-Task +the 192,195 O I-Task +characteristic 196,210 O I-Task +profiles 211,219 O I-Task +, 219,220 O I-Task +scales 221,227 O I-Task +and 228,231 O I-Task +dynamics 232,240 O I-Task +of 241,243 O I-Task +these 244,249 O I-Task +interfacial 250,261 O I-Task +waves 262,267 O I-Task +is 268,270 O O +of 271,273 O O +essential 274,283 O O +importance 284,294 O O +in 295,297 O O +making 298,304 O O +accurate 305,313 O O +and 314,317 O O +reliable 318,326 O O +predictions 327,338 O O +of 339,341 O O +heat 342,346 O O +and 347,350 O O +mass 351,355 O O +transfer 356,364 O O +rates 365,370 O O +( 371,372 O O +Mathie 372,378 O O +and 379,382 O O +Markides 383,391 O O +, 391,392 O O +2013a 393,398 O O +; 398,399 O O +Mathie 400,406 O O +et 407,409 O O +al 410,412 O O +. 412,413 O O +, 413,414 O O +2013 415,419 O O +) 419,420 O O +. 420,421 O O + +Previous 422,430 O O +efforts 431,438 O O +in 439,441 O O +downwards 442,451 O B-Process +annular 452,459 O I-Process +flow 460,464 O I-Process +have 465,469 O O +focused 470,477 O O +on 478,480 O O +the 481,484 O O +spatio 485,491 O B-Process +/ 491,492 O I-Process +temporal 492,500 O I-Process +measurement 501,512 O I-Process +of 513,515 O O +liquid 516,522 O B-Process +film 523,527 O I-Process +thickness 528,537 O I-Process +, 537,538 O O +followed 539,547 O O +by 548,550 O O +in 551,553 O O +- 553,554 O O +depth 554,559 O O +statistical 560,571 O B-Task +analyses 572,580 O I-Task +of 581,583 O I-Task +this 584,588 O I-Task +film 589,593 O I-Task +thickness 594,603 O I-Task +( 604,605 O O +Webb 605,609 O O +and 610,613 O O +Hewitt 614,620 O O +, 620,621 O O +1975 622,626 O O +; 626,627 O O +Belt 628,632 O O +et 633,635 O O +al 636,638 O O +. 638,639 O O +, 639,640 O O +2010 641,645 O O +; 645,646 O O +Alekseenko 647,657 O O +et 658,660 O O +al 661,663 O O +. 663,664 O O + +, 664,665 O O +2012 666,670 O O +; 670,671 O O +Zhao 672,676 O O +et 677,679 O O +al 680,682 O O +. 682,683 O O +, 683,684 O O +2013 685,689 O O +) 689,690 O O +. 690,691 O O + +These 692,697 O O +efforts 698,705 O O +have 706,710 O O +contributed 711,722 O O +to 723,725 O O +a 726,727 O O +much 728,732 O O +improved 733,741 O O +understanding 742,755 O O +of 756,758 O O +the 759,762 O O +interfacial 763,774 O B-Task +topology 775,783 O I-Task +observed 784,792 O O +in 793,795 O O +downwards 796,805 O B-Process +annular 806,813 O I-Process +flows 814,819 O I-Process +and 820,823 O O +also 824,828 O O +to 829,831 O O +the 832,835 O O +subsequent 836,846 O O +proposal 847,855 O O +of 856,858 O O +a 859,860 O O +series 861,867 O O +of 868,870 O O +correlations 871,883 O O +for 884,887 O O +the 888,891 O O +quantification 892,906 O B-Task +of 907,909 O I-Task +the 910,913 O I-Task +mean 914,918 O I-Task +film 919,923 O I-Task +thickness 924,933 O I-Task +, 933,934 O I-Task +wave 935,939 O I-Task +amplitudes 940,950 O I-Task +and 951,954 O I-Task +liquid 955,961 O I-Task +entrainment 962,973 O I-Task +rates 974,979 O I-Task +into 980,984 O O +the 985,988 O O +gas 989,992 O B-Process +phase 993,998 O I-Process +( 999,1000 O O +Ambrosini 1000,1009 O O +et 1010,1012 O O +al 1013,1015 O O +. 1015,1016 O O + +, 1016,1017 O O +1991 1018,1022 O O +; 1022,1023 O O +Karapantsios 1024,1036 O O +and 1037,1040 O O +Karabelas 1041,1050 O O +, 1050,1051 O O +1995 1052,1056 O O +; 1056,1057 O O +Azzopardi 1058,1067 O O +, 1067,1068 O O +1997 1069,1073 O O +) 1073,1074 O O +. 1074,1075 O O + +On 1076,1078 O O +the 1079,1082 O O +other 1083,1088 O O +hand 1089,1093 O O +, 1093,1094 O O +less 1095,1099 O O +has 1100,1103 O O +been 1104,1108 O O +published 1109,1118 O O +on 1119,1121 O O +the 1122,1125 O O +velocity 1126,1134 O B-Process +distribution 1135,1147 O I-Process +and 1148,1151 O O +the 1152,1155 O O +flow 1156,1160 O B-Process +structure 1161,1170 O I-Process +within 1171,1177 O I-Process +the 1178,1181 O I-Process +liquid 1182,1188 O I-Process +films 1189,1194 O I-Process +, 1194,1195 O O +underneath 1196,1206 O O +the 1207,1210 O O +film 1211,1215 O B-Material +surface 1216,1223 O I-Material +. 1223,1224 O O + +This 1225,1229 O O +can 1230,1233 O O +be 1234,1236 O O +related 1237,1244 O O +to 1245,1247 O O +the 1248,1251 O O +relative 1252,1260 O O +difficulty 1261,1271 O O +of 1272,1274 O O +these 1275,1280 O O +measurements 1281,1293 O O +caused 1294,1300 O O +by 1301,1303 O O +: 1303,1304 O O +( 1305,1306 O O +i 1306,1307 O O +) 1307,1308 O O +the 1309,1312 O O +extremely 1313,1322 O O +restricted 1323,1333 O O +measurement 1334,1345 O O +space 1346,1351 O O +, 1351,1352 O O +due 1353,1356 O O +to 1357,1359 O O +the 1360,1363 O O +small 1364,1369 O O +thickness 1370,1379 O B-Task +of 1380,1382 O I-Task +the 1383,1386 O I-Task +liquid 1387,1393 O I-Task +films 1394,1399 O I-Task +( 1400,1401 O O +in 1401,1403 O O +the 1404,1407 O O +order 1408,1413 O O +of 1414,1416 O O +and 1417,1420 O O +often 1421,1426 O O +sub 1427,1430 O O +- 1430,1431 O O +mm 1431,1433 O O +) 1433,1434 O O +, 1434,1435 O O +( 1436,1437 O O +ii 1437,1439 O O +) 1439,1440 O O +the 1441,1444 O O +highly 1445,1451 O O +disturbed 1452,1461 O O +and 1462,1465 O O +intermittent 1466,1478 O O +nature 1479,1485 O O +of 1486,1488 O O +the 1489,1492 O O +gas 1493,1496 O B-Process +– 1496,1497 O I-Process +liquid 1497,1503 O I-Process +interface 1504,1513 O I-Process +, 1513,1514 O O + +( 1515,1516 O O +iii 1516,1519 O O +) 1519,1520 O O +the 1521,1524 O O +entrainment 1525,1536 O B-Process +of 1537,1539 O I-Process +gas 1540,1543 O I-Process +inside 1544,1550 O O +the 1551,1554 O O +liquid 1555,1561 O B-Material +film 1562,1566 O I-Material +and 1567,1570 O O +of 1571,1573 O O +liquid 1574,1580 O B-Material +into 1581,1585 O O +the 1586,1589 O O +gas 1590,1593 O B-Material +core 1594,1598 O I-Material +, 1598,1599 O O +and 1600,1603 O O +( 1604,1605 O O +iv 1605,1607 O O +) 1607,1608 O O +the 1609,1612 O O +relatively 1613,1623 O O +high 1624,1628 O B-Task +velocities 1629,1639 O I-Task +of 1640,1642 O O +both 1643,1647 O O +the 1648,1651 O O +gas 1652,1655 O B-Material +and 1656,1659 O O +liquid 1660,1666 O B-Material +phases 1667,1673 O O +. 1673,1674 O O + + +-DOCSTART- (S0301932215002037) + +There 0,5 O O +is 6,8 O O +also 9,13 O O +a 14,15 O O +lack 16,20 O O +of 21,23 O O +agreement 24,33 O O +as 34,36 O O +to 37,39 O O +what 40,44 O O +constitutes 45,56 O O +churn 57,62 O B-Process +flow 63,67 O I-Process +. 67,68 O O + +It 69,71 O O +is 72,74 O O +fairly 75,81 O O +certainly 82,91 O O +a 92,93 O O +gas 94,97 O B-Process +continuous 98,108 O I-Process +flow 109,113 O I-Process +. 113,114 O O + +There 115,120 O O +is 121,123 O O +growing 124,131 O O +agreement 132,141 O O +that 142,146 O O +there 147,152 O O +are 153,156 O O +huge 157,161 O B-Material +waves 162,167 O I-Material +present 168,175 O O +and 176,179 O O +some 180,184 O O +of 185,187 O O +the 188,191 O O +liquid 192,198 O B-Material +is 199,201 O O +carried 202,209 O O +as 210,212 O O +drops 213,218 O O +. 218,219 O O + +Sekoguchi 220,229 O O +and 230,233 O O +Mori 234,238 O O +( 239,240 O O +1997 240,244 O O +) 244,245 O O +and 246,249 O O +Sawai 250,255 O O +et 256,258 O O +al 259,261 O O +. 261,262 O O + +( 263,264 O O +2004 264,268 O O +) 268,269 O O +using 270,275 O O +measurements 276,288 O O +from 289,293 O O +their 294,299 O O +multiple 300,308 O O +probes 309,315 O B-Material +( 316,317 O O +92 317,319 O O +over 320,324 O O +an 325,327 O O +axial 328,333 O O +length 334,340 O O +of 341,343 O O +2.325 344,349 O O +m 350,351 O O +) 351,352 O O +obtained 353,361 O O +time 362,366 O B-Process +/ 366,367 O I-Process +axial 367,372 O I-Process +position 373,381 O I-Process +/ 381,382 O I-Process +void 382,386 O I-Process +fraction 387,395 O I-Process +information 396,407 O I-Process +. 407,408 O O + +From 409,413 O O +this 414,418 O O +they 419,423 O O +were 424,428 O O +able 429,433 O O +to 434,436 O O +identify 437,445 O B-Process +huge 446,450 O I-Process +wave 451,455 O I-Process +from 456,460 O O +amongst 461,468 O O +disturbance 469,480 O B-Material +waves 481,486 O I-Material +and 487,490 O O +slugs 491,496 O B-Material +. 496,497 O O + +They 498,502 O O +classified 503,513 O O +individual 514,524 O O +structures 525,535 O O +as 536,538 O O +huge 539,543 O B-Material +waves 544,549 O I-Material +from 550,554 O O +their 555,560 O O +size 561,565 O O +together 566,574 O O +with 575,579 O O +the 580,583 O O +fact 584,588 O O +that 589,593 O O +their 594,599 O O +velocities 600,610 O O +depended 611,619 O O +significantly 620,633 O O +on 634,636 O O +the 637,640 O O +corresponding 641,654 O O +axial 655,660 O O +length 661,667 O O +. 667,668 O O + +This 669,673 O O +was 674,677 O O +in 678,680 O O +contrast 681,689 O O +to 690,692 O O +disturbance 693,704 O B-Material +waves 705,710 O I-Material +where 711,716 O O +the 717,720 O O +velocity 721,729 O B-Process +of 730,732 O I-Process +individual 733,743 O I-Process +waves 744,749 O I-Process +only 750,754 O O +increased 755,764 O O +slightly 765,773 O O +with 774,778 O O +the 779,782 O O +axial 783,788 O O +extent 789,795 O O +of 796,798 O O +these 799,804 O O +waves 805,810 O B-Material +. 810,811 O O + +They 812,816 O O +also 817,821 O O +found 822,827 O O +that 828,832 O O +the 833,836 O O +frequency 837,846 O B-Process +of 847,849 O I-Process +huge 850,854 O I-Process +waves 855,860 O I-Process +first 861,866 O O +increased 867,876 O O +and 877,880 O O +then 881,885 O O +decrease 886,894 O O +with 895,899 O O +increasing 900,910 O O +gas 911,914 O B-Process +superficial 915,926 O I-Process +velocity 927,935 O I-Process +. 935,936 O O + +Similarly 937,946 O O +, 946,947 O O +their 948,953 O O +velocities 954,964 O O +were 965,969 O O +found 970,975 O O +to 976,978 O O +deviate 979,986 O O +from 987,991 O O +the 992,995 O O +line 996,1000 O O +for 1001,1004 O O +slug 1005,1009 O B-Process +flow 1010,1014 O I-Process +velocities 1015,1025 O I-Process +and 1026,1029 O O +pass 1030,1034 O O +through 1035,1042 O O +a 1043,1044 O O +maximum 1045,1052 O O +and 1053,1056 O O +then 1057,1061 O O +a 1062,1063 O O +minimum 1064,1071 O O +. 1071,1072 O O + + +-DOCSTART- (S0305054816300867) + +The 0,3 O O +scheduling 4,14 O B-Process +process 15,22 O I-Process +we 23,25 O O +adopt 26,31 O O +matches 32,39 O O +a 40,41 O O +multiple 42,50 O B-Process +stage 51,56 O I-Process +stochastic 57,67 O I-Process +programming 68,79 O I-Process +approach 80,88 O I-Process +. 88,89 O O + +Standard 90,98 O O +two 99,102 O B-Process +- 102,103 O I-Process +stage 103,108 O I-Process +stochastic 109,119 O I-Process +programs 120,128 O I-Process +with 129,133 O O +linear 134,140 O B-Process +or 141,143 O I-Process +convex 144,150 O I-Process +functions 151,160 O I-Process +are 161,164 O O +often 165,170 O O +solved 171,177 O O +using 178,183 O O +the 184,187 O O +L 188,189 O B-Process +- 189,190 O I-Process +shaped 190,196 O I-Process +method 197,203 O I-Process +or 204,206 O O +Bender 207,213 O B-Process +'s 213,215 O I-Process +decomposition 216,229 O I-Process +[ 230,231 O O +44,6,7 231,237 O O +] 237,238 O O +. 238,239 O O + +However 240,247 O O +, 247,248 O O +our 249,252 O O +recourse 253,261 O B-Process +decision 262,270 O I-Process +( 271,272 O O +scheduled 272,281 O B-Process +cancellations 282,295 O I-Process +) 295,296 O O +is 297,299 O O +still 300,305 O O +anticipative 306,318 O O +to 319,321 O O +further 322,329 O O +uncertainty 330,341 O O +, 341,342 O O +namely 343,349 O O +the 350,353 O O +second 354,360 O O +shift 361,366 O O +surgery 367,374 O O +durations 375,384 O O +, 384,385 O O +unavailability 386,400 O O +and 401,404 O O +cancellations 405,418 O O +. 418,419 O O + +As 420,422 O O +such 423,427 O O +, 427,428 O O +the 429,432 O O +decision 433,441 O B-Task +problem 442,449 O I-Task +can 450,453 O O +be 454,456 O O +viewed 457,463 O O +as 464,466 O O +a 467,468 O O +three 469,474 O B-Process +- 474,475 O I-Process +stage 475,480 O I-Process +recourse 481,489 O I-Process +model 490,495 O I-Process +[ 496,497 O O +5,6 497,500 O O +] 500,501 O O +. 501,502 O O + +Solving 503,510 O O +the 511,514 O O +scheduling 515,525 O B-Task +problem 526,533 O I-Task +is 534,536 O O +further 537,544 O O +complicated 545,556 O O +because 557,564 O O +the 565,568 O O +recourse 569,577 O B-Process +function 578,586 O I-Process +is 587,589 O O +integer 590,597 O O +. 597,598 O O + +Laporte 599,606 O O +and 607,610 O O +Louveaux 611,619 O O + +[ 620,621 O O +26 621,623 O O +] 623,624 O O +propose 625,632 O O +modified 633,641 O B-Process +L 642,643 O I-Process +- 643,644 O I-Process +shaped 644,650 O I-Process +decomposition 651,664 O I-Process +with 665,669 O O +adjusted 670,678 O O +optimal 679,686 O O +cuts 687,691 O O +for 692,695 O O +two 696,699 O B-Process +stage 700,705 O I-Process +stochastic 706,716 O I-Process +program 717,724 O I-Process +with 725,729 O O +integer 730,737 O B-Process +recourse 738,746 O I-Process +. 746,747 O O + +Angulo 748,754 O O +et 755,757 O O +al 758,760 O O +. 760,761 O O + +[ 762,763 O O +1 763,764 O O +] 764,765 O O +alternately 766,777 O O +generate 778,786 O B-Process +optimal 787,794 O I-Process +cuts 795,799 O I-Process +of 800,802 O I-Process +the 803,806 O I-Process +linear 807,813 O I-Process +sub 814,817 O I-Process +- 817,818 O I-Process +problem 818,825 O I-Process +and 826,829 O I-Process +the 830,833 O I-Process +integer 834,841 O I-Process +sub 842,845 O I-Process +- 845,846 O I-Process +problem 846,853 O I-Process +, 853,854 O O +which 855,860 O O +improves 861,869 O O +the 870,873 O O +practical 874,883 O O +convergence 884,895 O O +( 896,897 O O +see 897,900 O O +also 901,905 O O +[ 906,907 O O +15,8 907,911 O O +] 911,912 O O +) 912,913 O O +. 913,914 O O + +We 915,917 O O +follow 918,924 O O +a 925,926 O O +sample 927,933 O B-Process +average 934,941 O I-Process +approximation 942,955 O I-Process +approach 956,964 O I-Process +( 965,966 O O +SAA 966,969 O B-Process +) 969,970 O O +which 971,976 O O +uses 977,981 O O +this 982,986 O O +framework 987,996 O O +. 996,997 O O + +Moreover 998,1006 O O +, 1006,1007 O O +we 1008,1010 O O +prove 1011,1016 O O +and 1017,1020 O O +exploit 1021,1028 O O +a 1029,1030 O O +specific 1031,1039 O O +relationship 1040,1052 O O +between 1053,1060 O O +the 1061,1064 O O +first 1065,1070 O B-Process +- 1070,1071 O I-Process +stage 1071,1076 O I-Process +realization 1077,1088 O I-Process +and 1089,1092 O O +the 1093,1096 O O +optimal 1097,1104 O O +number 1105,1111 O O +of 1112,1114 O O +scheduled 1115,1124 O O +cancellations 1125,1138 O O +to 1139,1141 O O +speed 1142,1147 O O +up 1148,1150 O O +the 1151,1154 O O +computation 1155,1166 O O +of 1167,1169 O O +integer 1170,1177 O B-Process +cuts 1178,1182 O I-Process +. 1182,1183 O O + +We 1184,1186 O O +use 1187,1190 O O +Jensen 1191,1197 O B-Process +'s 1197,1199 O I-Process +inequality 1200,1210 O I-Process +[ 1211,1212 O O +17 1212,1214 O O +] 1214,1215 O O +to 1216,1218 O O +upper 1219,1224 O B-Task +bound 1225,1230 O I-Task +the 1231,1234 O I-Task +minus 1235,1240 O I-Task +second 1241,1247 O I-Task +( 1248,1249 O I-Task +and 1249,1252 O I-Task +third 1253,1258 O I-Task +) 1258,1259 O I-Task +stage 1260,1265 O I-Task +cost 1266,1270 O I-Task +, 1270,1271 O O +a 1272,1273 O O +technique 1274,1283 O O +that 1284,1288 O O +was 1289,1292 O O +proposed 1293,1301 O O +by 1302,1304 O O +Batun 1305,1310 O O +et 1311,1313 O O +al 1314,1316 O O +. 1316,1317 O O + +[ 1318,1319 O O +3 1319,1320 O O +] 1320,1321 O O +. 1321,1322 O O + + +-DOCSTART- (S0306437913000768) + +Modeling 0,8 O B-Task +collaboration 9,22 O I-Task +processes 23,32 O I-Task +is 33,35 O O +a 36,37 O O +challenging 38,49 O O +task 50,54 O O +. 54,55 O O + +Existing 56,64 O O +modeling 65,73 O B-Process +approaches 74,84 O I-Process +are 85,88 O O +not 89,92 O O +capable 93,100 O O +of 101,103 O O +expressing 104,114 O O +the 115,118 O O +unpredictable 119,132 O O +, 132,133 O O +non 134,137 O O +- 137,138 O O +routine 138,145 O O +nature 146,152 O O +of 153,155 O O +human 156,161 O B-Process +collaboration 162,175 O I-Process +, 175,176 O O +which 177,182 O O +is 183,185 O O +influenced 186,196 O O +by 197,199 O O +the 200,203 O O +social 204,210 O O +context 211,218 O O +of 219,221 O O +involved 222,230 O O +collaborators 231,244 O O +. 244,245 O O + +We 246,248 O O +propose 249,256 O O +a 257,258 O O +modeling 259,267 O B-Process +approach 268,276 O I-Process +which 277,282 O O +considers 283,292 O O +collaboration 293,306 O B-Process +processes 307,316 O I-Process +as 317,319 O O +the 320,323 O O +evolution 324,333 O B-Process +of 334,336 O I-Process +a 337,338 O I-Process +network 339,346 O I-Process +of 347,349 O I-Process +collaborative 350,363 O I-Process +documents 364,373 O I-Process +along 374,379 O I-Process +with 380,384 O I-Process +a 385,386 O I-Process +social 387,393 O I-Process +network 394,401 O I-Process +of 402,404 O I-Process +collaborators 405,418 O I-Process +. 418,419 O O + +Our 420,423 O O +modeling 424,432 O B-Process +approach 433,441 O I-Process +, 441,442 O O +accompanied 443,454 O O +by 455,457 O O +a 458,459 O O +graphical 460,469 O B-Process +notation 470,478 O I-Process +and 479,482 O I-Process +formalization 483,496 O I-Process +, 496,497 O O +allows 498,504 O O +to 505,507 O O +capture 508,515 O O +the 516,519 O O +influence 520,529 O B-Process +of 530,532 O I-Process +complex 533,540 O I-Process +social 541,547 O I-Process +structures 548,558 O I-Process +formed 559,565 O O +by 566,568 O O +collaborators 569,582 O O +, 582,583 O O +and 584,587 O O +therefore 588,597 O O +facilitates 598,609 O O +such 610,614 O O +activities 615,625 O O +as 626,628 O O +the 629,632 O O +discovery 633,642 O B-Task +of 643,645 O I-Task +socially 646,654 O I-Task +coherent 655,663 O I-Task +teams 664,669 O I-Task +, 669,670 O O +social 671,677 O O +hubs 678,682 O O +, 682,683 O O +or 684,686 O O +unbiased 687,695 O O +experts 696,703 O O +. 703,704 O O + +We 705,707 O O +demonstrate 708,719 O O +the 720,723 O O +applicability 724,737 O O +and 738,741 O O +expressiveness 742,756 O O +of 757,759 O O +our 760,763 O O +approach 764,772 O O +and 773,776 O O +notation 777,785 O O +, 785,786 O O +and 787,790 O O +discuss 791,798 O O +their 799,804 O O +strengths 805,814 O O +and 815,818 O O +weaknesses 819,829 O O +. 829,830 O O + + +-DOCSTART- (S0370157309002877) + +We 0,2 O O +start 3,8 O O +by 9,11 O O +outlining 12,21 O O +the 22,25 O O +motivation 26,36 O O +, 36,37 O O +structure 38,47 O O +and 48,51 O O +content 52,59 O O +of 60,62 O O +the 63,66 O O +review 67,73 O O +. 73,74 O O + +It 75,77 O O +has 78,81 O O +long 82,86 O O +been 87,91 O O +known 92,97 O O +that 98,102 O O +cardiovascular 103,117 O B-Process +signals 118,125 O I-Process +contain 126,133 O O +a 134,135 O O +number 136,142 O O +of 143,145 O O +oscillatory 146,157 O B-Process +components 158,168 O I-Process +that 169,173 O O +are 174,177 O O +not 178,181 O O +exactly 182,189 O O +periodic 190,198 O O +. 198,199 O O + +To 200,202 O O +put 203,206 O O +it 207,209 O O +differently 210,221 O O +, 221,222 O O +their 223,228 O O +periods 229,236 O B-Process +( 237,238 O O +frequencies 238,249 O B-Process +) 249,250 O O +fluctuate 251,260 O O +with 261,265 O O +time 266,270 O O +. 270,271 O O + +For 272,275 O O +example 276,283 O O +, 283,284 O O +heart 285,290 O B-Process +rate 291,295 O I-Process +variability 296,307 O I-Process +( 308,309 O O +HRV 309,312 O B-Process +) 312,313 O O +has 314,317 O O +in 318,320 O O +itself 321,327 O O +provided 328,336 O O +a 337,338 O O +major 339,344 O O +topic 345,350 O O +of 351,353 O O +discussion 354,364 O O +. 364,365 O O + +We 366,368 O O +introduce 369,378 O B-Task +one 379,382 O I-Task +of 383,385 O I-Task +the 386,389 O I-Task +statistical 390,401 O I-Task +approaches 402,412 O I-Task +to 413,415 O I-Task +HRV 416,419 O I-Task +in 420,422 O O +Section 423,430 O O +3 431,432 O O +. 432,433 O O + +However 434,441 O O +, 441,442 O O +in 443,445 O O +order 446,451 O O +to 452,454 O O +understand 455,465 O B-Task +the 466,469 O I-Task +variability 470,481 O I-Task +of 482,484 O I-Task +the 485,488 O I-Task +cardiovascular 489,503 O I-Task +system 504,510 O I-Task +, 510,511 O O +discussion 512,522 O O +of 523,525 O O +a 526,527 O O +single 528,534 O O +source 535,541 O O +is 542,544 O O +insufficient 545,557 O O +because 558,565 O O +the 566,569 O O +cardiovascular 570,584 O B-Material +system 585,591 O I-Material +is 592,594 O O +composed 595,603 O O +of 604,606 O O +many 607,611 O O +different 612,621 O O +physiological 622,635 O B-Material +components 636,646 O I-Material +( 647,648 O O +subsystems 648,658 O B-Material +) 658,659 O O +and 660,663 O O +it 664,666 O O +is 667,669 O O +the 670,673 O O +effects 674,681 O O +of 682,684 O O +their 685,690 O O +mutual 691,697 O O +interaction 698,709 O O +that 710,714 O O +combine 715,722 O O +to 723,725 O O +produce 726,733 O O +HRV 734,737 O B-Task +. 737,738 O O + +This 739,743 O O +is 744,746 O O +demonstrated 747,759 O O +in 760,762 O O +Section 763,770 O O +4 771,772 O O +, 772,773 O O +revealed 774,782 O O +by 783,785 O O +results 786,793 O O +obtained 794,802 O O +using 803,808 O O +the 809,812 O O +wavelet 813,820 O B-Process +transform 821,830 O I-Process +. 830,831 O O + +In 832,834 O O +Section 835,842 O O +5 843,844 O O +, 844,845 O O +we 846,848 O O +discuss 849,856 O B-Task +the 857,860 O I-Task +cardio 861,867 O I-Task +- 867,868 O I-Task +respiratory 868,879 O I-Task +interaction 880,891 O I-Task +in 892,894 O O +terms 895,900 O O +of 901,903 O O +phase 904,909 O B-Process +synchronization 910,925 O I-Process +. 925,926 O O + +To 927,929 O O +set 930,933 O O +the 934,937 O O +scene 938,943 O O +for 944,947 O O +these 948,953 O O +later 954,959 O O +discussions 960,971 O O +, 971,972 O O +we 973,975 O O +summarize 976,985 O B-Task +the 986,989 O I-Task +basic 990,995 O I-Task +principles 996,1006 O I-Task +of 1007,1009 O I-Task +phase 1010,1015 O I-Task +dynamics 1016,1024 O I-Task +in 1025,1027 O O +Section 1028,1035 O O +2 1036,1037 O O +. 1037,1038 O O + +For 1039,1042 O O +readers 1043,1050 O O +who 1051,1054 O O +are 1055,1058 O O +unfamiliar 1059,1069 O O +with 1070,1074 O O +the 1075,1078 O O +physiological 1079,1092 O O +aspects 1093,1100 O O +of 1101,1103 O O +the 1104,1107 O O +research 1108,1116 O O +, 1116,1117 O O +we 1118,1120 O O +provide 1121,1128 O O +Appendices 1129,1139 O O +A 1140,1141 O O +on 1142,1144 O O +the 1145,1148 O O +cardiovascular 1149,1163 O B-Material +system 1164,1170 O I-Material +and 1171,1174 O O +B 1175,1176 O O +on 1177,1179 O O +how 1180,1183 O O +measurements 1184,1196 O B-Process +of 1197,1199 O I-Process +cardiovascular 1200,1214 O I-Process +signals 1215,1222 O I-Process +are 1223,1226 O O +conducted 1227,1236 O O +. 1236,1237 O O + +Appendix 1238,1246 O O +C 1247,1248 O O +provides 1249,1257 O O +details 1258,1265 O O +of 1266,1268 O O +the 1269,1272 O O +statistical 1273,1284 O B-Process +methods 1285,1292 O I-Process +used 1293,1297 O O +in 1298,1300 O O +the 1301,1304 O O +group 1305,1310 O B-Task +data 1311,1315 O I-Task +analyses 1316,1324 O I-Task +. 1324,1325 O O + + +-DOCSTART- (S0370157312000105) + +By 0,2 O O +the 3,6 O O +early 7,12 O O +1970s 13,18 O O +, 18,19 O O +and 20,23 O O +following 24,33 O O +the 34,37 O O +‘ 38,39 O O +golden 39,45 O O +age’ 46,50 O O +of 51,53 O O +general 54,61 O B-Task +relativity 62,72 O I-Task +that 73,77 O O +took 78,82 O O +place 83,88 O O +in 89,91 O O +the 92,95 O O +1960s 96,101 O O +, 101,102 O O +there 103,108 O O +was 109,112 O O +a 113,114 O O +wide 115,119 O O +array 120,125 O O +of 126,128 O O +candidate 129,138 O O +theories 139,147 O B-Task +of 148,150 O I-Task +gravity 151,158 O I-Task +in 159,161 O O +existence 162,171 O O +that 172,176 O O +could 177,182 O O +rival 183,188 O O +Einstein 189,197 O O +’s 197,199 O O +. 199,200 O O + +A 201,202 O O +formalism 203,212 O O +was 213,216 O O +needed 217,223 O O +to 224,226 O O +deal 227,231 O O +with 232,236 O O +this 237,241 O O +great 242,247 O O +abundance 248,257 O O +of 258,260 O O +possibilities 261,274 O O +, 274,275 O O +and 276,279 O O +this 280,284 O O +was 285,288 O O +provided 289,297 O O +in 298,300 O O +the 301,304 O O +form 305,309 O O +of 310,312 O O +the 313,316 O O +Parameterised 317,330 O B-Process +Post 331,335 O I-Process +- 335,336 O I-Process +Newtonian 336,345 O I-Process +( 346,347 O O +PPN 347,350 O B-Process +) 350,351 O O +formalism 352,361 O O +by 362,364 O O +Kenneth 365,372 O O +Nordtvedt 373,382 O O +, 382,383 O O +Kip 384,387 O O +Thorne 388,394 O O +and 395,398 O O +Clifford 399,407 O O +Will 408,412 O O +. 412,413 O O + +The 414,417 O O +PPN 418,421 O B-Process +formalism 422,431 O I-Process +was 432,435 O O +built 436,441 O O +on 442,444 O O +the 445,448 O O +earlier 449,456 O O +work 457,461 O O +of 462,464 O O +Eddington 465,474 O O +and 475,478 O O +Dicke 479,484 O O +, 484,485 O O +and 486,489 O O +allowed 490,497 O O +for 498,501 O O +the 502,505 O O +numerous 506,514 O O +theories 515,523 O O +available 524,533 O O +at 534,536 O O +the 537,540 O O +time 541,545 O O +to 546,548 O O +be 549,551 O O +compared 552,560 O O +to 561,563 O O +cutting 564,571 O B-Task +edge 572,576 O I-Task +astrophysical 577,590 O I-Task +observations 591,603 O I-Task +such 604,608 O O +as 609,611 O O +lunar 612,617 O B-Task +laser 618,623 O I-Task +ranging 624,631 O I-Task +, 631,632 O O +radio 633,638 O B-Task +echo 639,643 O I-Task +, 643,644 O O +and 645,648 O O +, 648,649 O O +in 650,652 O O +1974 653,657 O O +, 657,658 O O +the 659,662 O O +Hulse 663,668 O B-Task +– 668,669 O I-Task +Taylor 669,675 O I-Task +binary 676,682 O I-Task +pulsar 683,689 O I-Task +. 689,690 O O + +The 691,694 O O +PPN 695,698 O B-Process +formalism 699,708 O I-Process +provided 709,717 O O +a 718,719 O O +clear 720,725 O O +structure 726,735 O O +within 736,742 O O +which 743,748 O O +one 749,752 O O +could 753,758 O O +compare 759,766 O B-Process +and 767,770 O I-Process +assess 771,777 O I-Process +various 778,785 O O +theories 786,794 O O +, 794,795 O O +and 796,799 O O +has 800,803 O O +been 804,808 O O +the 809,812 O O +benchmark 813,822 O B-Process +for 823,826 O I-Process +how 827,830 O I-Process +theories 831,839 O I-Process +of 840,842 O I-Process +gravity 843,850 O I-Process +should 851,857 O I-Process +be 858,860 O I-Process +evaluated 861,870 O I-Process +ever 871,875 O O +since 876,881 O O +. 881,882 O O + +We 883,885 O O +will 886,890 O O +give 891,895 O O +an 896,898 O O +outline 899,906 O O +of 907,909 O O +the 910,913 O O +PPN 914,917 O B-Process +formalism 918,927 O I-Process +, 927,928 O O +and 929,932 O O +the 933,936 O O +constraints 937,948 O O +available 949,958 O O +within 959,965 O O +it 966,968 O O +today 969,974 O O +, 974,975 O O +in 976,978 O O +Section 979,986 O O +2 987,988 O O +. 988,989 O O + + +-DOCSTART- (S0370157314001318) + +Despite 0,7 O O +the 8,11 O O +ubiquity 12,20 O O +of 21,23 O O +time 24,28 O B-Task +- 28,29 O I-Task +dependent 29,38 O I-Task +dynamical 39,48 O I-Task +systems 49,56 O I-Task +in 57,59 O O +nature 60,66 O O +, 66,67 O O +there 68,73 O O +has 74,77 O O +been 78,82 O O +relatively 83,93 O O +little 94,100 O O +work 101,105 O O +done 106,110 O O +on 111,113 O O +the 114,117 O O +analysis 118,126 O B-Task +of 127,129 O I-Task +time 130,134 O I-Task +series 135,141 O I-Task +from 142,146 O O +such 147,151 O O +systems 152,159 O O +. 159,160 O O + +Mathematically 161,175 O O +they 176,180 O O +are 181,184 O O +known 185,190 O O +as 191,193 O O +non 194,197 O B-Task +- 197,198 O I-Task +autonomous 198,208 O I-Task +systems 209,216 O I-Task +, 216,217 O O +which 218,223 O O +are 224,227 O O +named 228,233 O O +as 234,236 O O +such 237,241 O O +because 242,249 O O +, 249,250 O O +unlike 251,257 O O +autonomous 258,268 O B-Task +systems 269,276 O I-Task +, 276,277 O O +in 278,280 O O +addition 281,289 O O +to 290,292 O O +the 293,296 O O +points 297,303 O O +in 304,306 O O +space 307,312 O O +over 313,317 O O +which 318,323 O O +they 324,328 O O +are 329,332 O O +observed 333,341 O O +they 342,346 O O +are 347,350 O O +also 351,355 O O +influenced 356,366 O O +by 367,369 O O +the 370,373 O O +points 374,380 O O +in 381,383 O O +time 384,388 O O +. 388,389 O O + +Recently 390,398 O O +there 399,404 O O +has 405,408 O O +been 409,413 O O +much 414,418 O O +work 419,423 O O +on 424,426 O O +the 427,430 O O +direct 431,437 O O +‘ 438,439 O B-Process +bottom 439,445 O I-Process +- 445,446 O I-Process +up’ 446,449 O I-Process +approach 450,458 O I-Process +to 459,461 O O +these 462,467 O O +systems 468,475 O O +, 475,476 O O +which 477,482 O O +includes 483,491 O O +the 492,495 O O +introduction 496,508 O O +of 509,511 O O +a 512,513 O O +subclass 514,522 O O +known 523,528 O O +as 529,531 O O +chronotaxic 532,543 O B-Task +systems 544,551 O I-Task +that 552,556 O O +are 557,560 O O +able 561,565 O O +to 566,568 O O +model 569,574 O B-Process +the 575,578 O I-Process +stable 579,585 O I-Process +but 586,589 O I-Process +time 590,594 O I-Process +- 594,595 O I-Process +varying 595,602 O I-Process +frequencies 603,614 O I-Process +of 615,617 O O +oscillations 618,630 O O +in 631,633 O O +living 634,640 O B-Task +systems 641,648 O I-Task +[ 650,651 O O +8,9 651,654 O O +] 654,655 O O +. 655,656 O O + +In 657,659 O O +contrast 660,668 O O +, 668,669 O O +the 670,673 O O +time 674,678 O B-Process +series 679,685 O I-Process +analysis 686,694 O I-Process +of 695,697 O O +these 698,703 O O +systems 704,711 O O +, 711,712 O O +referred 713,721 O O +to 722,724 O O +as 725,727 O O +the 728,731 O O +inverse 732,739 O B-Process +or 740,742 O O +‘ 743,744 O B-Process +top 744,747 O I-Process +- 747,748 O I-Process +down’ 748,753 O I-Process +approach 754,762 O O +, 762,763 O O +has 764,767 O O +not 768,771 O O +been 772,776 O O +studied 777,784 O O +in 785,787 O O +detail 788,794 O O +before 795,801 O O +. 801,802 O O + +This 803,807 O O +is 808,810 O O +partly 811,817 O O +because 818,825 O O +non 826,829 O B-Task +- 829,830 O I-Task +autonomous 830,840 O I-Task +systems 841,848 O I-Task +can 849,852 O O +still 853,858 O O +be 859,861 O O +analysed 862,870 O O +in 871,873 O O +the 874,877 O O +same 878,882 O O +way 883,886 O O +as 887,889 O O +other 890,895 O O +types 896,901 O O +of 902,904 O O +systems 905,912 O O +in 913,915 O O +both 916,920 O O +the 921,924 O O +deterministic 925,938 O B-Process +[ 940,941 O O +10 941,943 O O +] 943,944 O O +and 945,948 O O +the 949,952 O O +stochastic 953,963 O B-Process +[ 965,966 O O +11 966,968 O O +] 968,969 O O +regime 970,976 O O +. 976,977 O O + +However 978,985 O O +, 985,986 O O +it 987,989 O O +is 990,992 O O +now 993,996 O O +argued 997,1003 O O +that 1004,1008 O O +this 1009,1013 O O +type 1014,1018 O O +of 1019,1021 O O +analysis 1022,1030 O O +is 1031,1033 O O +insufficient 1034,1046 O O +and 1047,1050 O O +that 1051,1055 O O +an 1056,1058 O O +entirely 1059,1067 O O +new 1068,1071 O O +analytical 1072,1082 O B-Task +framework 1083,1092 O I-Task +is 1093,1095 O O +required 1096,1104 O O +to 1105,1107 O O +provide 1108,1115 O O +a 1116,1117 O O +more 1118,1122 O O +useful 1123,1129 O O +picture 1130,1137 O O +of 1138,1140 O O +such 1141,1145 O O +systems 1146,1153 O O +. 1153,1154 O O + +In 1155,1157 O O +the 1158,1161 O O +case 1162,1166 O O +of 1167,1169 O O +chronotaxic 1170,1181 O B-Task +systems 1182,1189 O I-Task +some 1190,1194 O O +methods 1195,1202 O O +have 1203,1207 O O +already 1208,1215 O O +been 1216,1220 O O +developed 1221,1230 O O +for 1231,1234 O O +the 1235,1238 O O +inverse 1239,1246 O B-Process +approach 1247,1255 O I-Process +and 1256,1259 O O +they 1260,1264 O O +have 1265,1269 O O +shown 1270,1275 O O +to 1276,1278 O O +be 1279,1281 O O +useful 1282,1288 O O +in 1289,1291 O O +analysing 1292,1301 O O +heart 1302,1307 O B-Task +rate 1308,1312 O I-Task +variability 1313,1324 O I-Task +[ 1326,1327 O O +12 1327,1329 O O +] 1329,1330 O O +. 1330,1331 O O + +A 1332,1333 O O +general 1334,1341 O O +and 1342,1345 O O +dedicated 1346,1355 O O +procedure 1356,1365 O O +for 1366,1369 O O +analysing 1370,1379 O O +non 1380,1383 O B-Task +- 1383,1384 O I-Task +autonomous 1384,1394 O I-Task +systems 1395,1402 O I-Task +has 1403,1406 O O +still 1407,1412 O O +not 1413,1416 O O +been 1417,1421 O O +tackled 1422,1429 O O +though 1430,1436 O O +. 1436,1437 O O + + +-DOCSTART- (S0370269304006070) + +The 0,3 O O +purpose 4,11 O O +of 12,14 O O +this 15,19 O O +Letter 20,26 O O +is 27,29 O O +to 30,32 O O +answer 33,39 O O +the 40,43 O O +above 44,49 O O +question 50,58 O O +and 59,62 O O +to 63,65 O O +confront 66,74 O B-Task +those 75,80 O I-Task +six 81,84 O I-Task +- 84,85 O I-Task +zero 85,89 O I-Task +textures 90,98 O I-Task +of 99,101 O I-Task +lepton 102,108 O I-Task +mass 109,113 O I-Task +matrices 114,122 O I-Task +with 123,127 O O +the 128,131 O O +latest 132,138 O O +experimental 139,151 O B-Material +data 152,156 O I-Material +. 156,157 O O + +First 158,163 O O +, 163,164 O O +we 165,167 O O +shall 168,173 O O +present 174,181 O O +a 182,183 O O +concise 184,191 O O +analysis 192,200 O O +of 201,203 O O +the 204,207 O O +lepton 208,214 O B-Material +mass 215,219 O I-Material +matrices 220,228 O I-Material +in 229,231 O O +Table 232,237 O O +1 238,239 O O +and 240,243 O O +reveal 244,250 O B-Task +their 251,256 O I-Task +isomeric 257,265 O I-Task +features 266,274 O I-Task +, 274,275 O O +namely 276,282 O O +, 282,283 O O +they 284,288 O O +have 289,293 O O +the 294,297 O O +same 298,302 O O +phenomenological 303,319 O O +consequences 320,332 O O +, 332,333 O O +although 334,342 O O +their 343,348 O O +structures 349,359 O O +are 360,363 O O +apparently 364,374 O O +different 375,384 O O +. 384,385 O O + +Second 386,392 O O +, 392,393 O O +we 394,396 O O +shall 397,402 O O +examine 403,410 O B-Task +the 411,414 O I-Task +predictions 415,426 O I-Task +of 427,429 O I-Task +these 430,435 O I-Task +lepton 436,442 O I-Task +mass 443,447 O I-Task +matrices 448,456 O I-Task +by 457,459 O O +comparing 460,469 O O +them 470,474 O O +with 475,479 O O +the 480,483 O O +2σ 484,486 O O +and 487,490 O O +3σ 491,493 O O +intervals 494,503 O O +of 504,506 O O +two 507,510 O O +neutrino 511,519 O B-Process +mass 520,524 O I-Process +- 524,525 O I-Process +squared 525,532 O I-Process +differences 533,544 O I-Process +and 545,548 O O +three 549,554 O O +lepton 555,561 O O +flavor 562,568 O O +mixing 569,575 O O + +angles,22To 576,587 O O +be 588,590 O O +specific 591,599 O O +, 599,600 O O +we 601,603 O O +make 604,608 O O +use 609,612 O O +of 613,615 O O +the 616,619 O O +2σ 620,622 O O +and 623,626 O O +3σ 627,629 O O +intervals 630,639 O O +of 640,642 O O +two 643,646 O O +neutrino 647,655 O B-Process +mass 656,660 O I-Process +- 660,661 O I-Process +squared 661,668 O I-Process +differences 669,680 O I-Process +and 681,684 O O +three 685,690 O O +lepton 691,697 O B-Process +flavor 698,704 O I-Process +mixing 705,711 O I-Process +angles 712,718 O I-Process +given 719,724 O O +by 725,727 O O +M. 728,730 O O +Maltoni 731,738 O O +et 739,741 O O +al 742,744 O O +. 744,745 O O + +in 746,748 O O +Ref 749,752 O O +. 752,753 O O + +[ 754,755 O O +5 755,756 O O +] 756,757 O O +. 757,758 O O + +which 759,764 O O +are 765,768 O O +obtained 769,777 O O +from 778,782 O O +a 783,784 O O +global 785,791 O B-Task +analysis 792,800 O I-Task +of 801,803 O O +the 804,807 O O +latest 808,814 O O +solar 815,820 O B-Material +, 820,821 O I-Material +atmospheric 822,833 O I-Material +, 833,834 O I-Material +reactor 835,842 O I-Material +( 843,844 O I-Material +KamLAND 844,851 O I-Material +and 852,855 O I-Material +CHOOZ 856,861 O I-Material +[ 862,863 O I-Material +10 863,865 O I-Material +] 865,866 O I-Material +) 866,867 O I-Material +and 868,871 O I-Material +accelerator 872,883 O I-Material +( 884,885 O I-Material +K2 885,887 O I-Material +K 887,888 O I-Material +) 888,889 O I-Material +neutrino 890,898 O I-Material +data 899,903 O I-Material +. 903,904 O O + +We 905,907 O O +find 908,912 O O +no 913,915 O O +parameter 916,925 O O +space 926,931 O O +allowed 932,939 O O +for 940,943 O O +six 944,947 O O +isomeric 948,956 O B-Material +lepton 957,963 O I-Material +mass 964,968 O I-Material +matrices 969,977 O I-Material +at 978,980 O O +the 981,984 O O +2σ 985,987 O O +level 988,993 O O +. 993,994 O O + +At 995,997 O O +the 998,1001 O O +3σ 1002,1004 O O +level 1005,1010 O O +, 1010,1011 O O +however 1012,1019 O O +, 1019,1020 O O +their 1021,1026 O O +results 1027,1034 O O +for 1035,1038 O O +neutrino 1039,1047 O B-Material +masses 1048,1054 O O +and 1055,1058 O O +lepton 1059,1065 O B-Process +flavor 1066,1072 O I-Process +mixing 1073,1079 O I-Process +angles 1080,1086 O I-Process +can 1087,1090 O O +be 1091,1093 O O +compatible 1094,1104 O O +with 1105,1109 O O +current 1110,1117 O B-Material +data 1118,1122 O I-Material +. 1122,1123 O O + +Third 1124,1129 O O +, 1129,1130 O O +we 1131,1133 O O +incorporate 1134,1145 O O +the 1146,1149 O O +seesaw 1150,1156 O B-Process +mechanism 1157,1166 O I-Process +and 1167,1170 O O +the 1171,1174 O O +Fukugita 1175,1183 O O +– 1183,1184 O O + +Tanimoto 1184,1192 O O +– 1192,1193 O O +Yanagida 1193,1201 O O +hypothesis 1202,1212 O O +[ 1213,1214 O O +9 1214,1215 O O +] 1215,1216 O O +in 1217,1219 O O +the 1220,1223 O O +charged 1224,1231 O B-Material +lepton 1232,1238 O I-Material +and 1239,1242 O O +Dirac 1243,1248 O B-Material +neutrino 1249,1257 O I-Material +mass 1258,1262 O I-Material +matrices 1263,1271 O I-Material +with 1272,1276 O O +six 1277,1280 O O +texture 1281,1288 O O +zeros 1289,1294 O O +. 1294,1295 O O + +It 1296,1298 O O +turns 1299,1304 O O +out 1305,1308 O O +that 1309,1313 O O +their 1314,1319 O O +predictions 1320,1331 O O +, 1331,1332 O O +including 1333,1342 O O +θ23≈45 1343,1349 O O +° 1349,1350 O O +, 1350,1351 O O +are 1352,1355 O O +in 1356,1358 O O +good 1359,1363 O O +agreement 1364,1373 O O +with 1374,1378 O O +the 1379,1382 O O +present 1383,1390 O O +experimental 1391,1403 O B-Material +data 1404,1408 O I-Material +even 1409,1413 O O +at 1414,1416 O O +the 1417,1420 O O +2σ 1421,1423 O O +level 1424,1429 O O +. 1429,1430 O O + + +-DOCSTART- (S0370269304006082) + +The 0,3 O O +aim 4,7 O O +of 8,10 O O +this 11,15 O O +note 16,20 O O +is 21,23 O O +nothing 24,31 O O +more 32,36 O O +than 37,41 O O +to 42,44 O O +bring 45,50 O B-Task +both 51,55 O I-Task +approaches 56,66 O I-Task +on 67,69 O I-Task +equal 70,75 O I-Task +footing 76,83 O I-Task +and 84,87 O O +to 88,90 O O +relax 91,96 O B-Task +the 97,100 O I-Task +assumptions 101,112 O I-Task +under 113,118 O O +which 119,124 O O +the 125,128 O O +results 129,136 O O +of 137,139 O O +[ 140,141 O O +11,13 141,146 O O +] 146,147 O O +have 148,152 O O +been 153,157 O O +derived 158,165 O O +using 166,171 O O +the 172,175 O O +first 176,181 O O +approach 182,190 O O +. 190,191 O O + +More 192,196 O O +concretely 197,207 O O +, 207,208 O O +we 209,211 O O +generalize 212,222 O B-Process +the 223,226 O I-Process +one 227,230 O I-Process +- 230,231 O I-Process +loop 231,235 O I-Process +partition 236,245 O I-Process +functions 246,255 O I-Process +, 255,256 O I-Process +as 257,259 O O +derived 260,267 O O +in 268,270 O O +[ 271,272 O O +11,13 272,277 O O +] 277,278 O O +for 279,282 O O +levels 283,289 O O +being 290,295 O O +odd 296,299 O O +, 299,300 O O +to 301,303 O O +the 304,307 O O +case 308,312 O O +of 313,315 O O +even 316,320 O O +levels 321,327 O O +. 327,328 O O + +Moreover 329,337 O O +, 337,338 O O +on 339,341 O O +the 342,345 O O +level 346,351 O O +of 352,354 O O +partition 355,364 O O +functions 365,374 O O +we 375,377 O O +implement 378,387 O O +additional 388,398 O B-Process +dressings 399,408 O I-Process +of 409,411 O I-Process +the 412,415 O I-Process +world 416,421 O I-Process +- 421,422 O I-Process +sheet 422,427 O I-Process +parity 428,434 O I-Process +symmetry 435,443 O I-Process +and 444,447 O O +identify 448,456 O O +them 457,461 O O +with 462,466 O O +the 467,470 O O +dressings 471,480 O B-Process +introduced 481,491 O O +in 492,494 O O +[ 495,496 O O +12 496,498 O O +] 498,499 O O +in 500,502 O O +the 503,506 O O +crosscap 507,515 O B-Process +state 516,521 O I-Process +approach 522,530 O I-Process +. 530,531 O O + +As 532,534 O O +expected 535,543 O O +, 543,544 O O +all 545,548 O O +the 549,552 O O +physical 553,561 O O +information 562,573 O O +can 574,577 O O +be 578,580 O O +read 581,585 O O +off 586,589 O O +entirely 590,598 O O +from 599,603 O O +the 604,607 O O +various 608,615 O O +amplitudes 616,626 O O +. 626,627 O O + +We 628,630 O O +will 631,635 O O +end 636,639 O O +up 640,642 O O +with 643,647 O O +a 648,649 O O +collection 650,660 O O +of 661,663 O O +very 664,668 O O +explicit 669,677 O O +and 678,681 O O +general 682,689 O O +one 690,693 O B-Process +- 693,694 O I-Process +loop 694,698 O I-Process +partition 699,708 O I-Process +functions 709,718 O I-Process +and 719,722 O O +tadpole 723,730 O B-Process +cancellation 731,743 O I-Process +conditions 744,754 O I-Process +covering 755,763 O O +simple 764,770 O O +current 771,778 O B-Process +extensions 779,789 O I-Process +of 790,792 O I-Process +all 793,796 O I-Process +168 797,800 O I-Process +Gepner 801,807 O I-Process +models 808,814 O I-Process +with 815,819 O O +additional 820,830 O O +dressings 831,840 O B-Process +of 841,843 O O +the 844,847 O O +parity 848,854 O B-Process +symmetry 855,863 O I-Process +. 863,864 O O + +In 865,867 O O +fact 868,872 O O +providing 873,882 O O +a 883,884 O O +compact 885,892 O O +collection 893,903 O O +of 904,906 O O +the 907,910 O O +main 911,915 O O +relevant 916,924 O O +formulas 925,933 O O +for 934,937 O O +constructing 938,950 O B-Task +supersymmetric 951,965 O I-Task +Gepner 966,972 O I-Task +model 973,978 O I-Task +orientifolds 979,991 O I-Task +was 992,995 O O +one 996,999 O O +of 1000,1002 O O +the 1003,1006 O O +motivations 1007,1018 O O +for 1019,1022 O O +writing 1023,1030 O O +this 1031,1035 O O +Letter 1036,1042 O O +. 1042,1043 O O + +We 1044,1046 O O +hope 1047,1051 O O +that 1052,1056 O O +these 1057,1062 O O +expressions 1063,1074 O O +turn 1075,1079 O O +out 1080,1083 O O +to 1084,1086 O O +be 1087,1089 O O +useful 1090,1096 O O +for 1097,1100 O O +a 1101,1102 O O +systematic 1103,1113 O B-Task +search 1114,1120 O I-Task +for 1121,1124 O I-Task +Standard 1125,1133 O I-Task +- 1133,1134 O I-Task +like 1134,1138 O I-Task +models 1139,1145 O I-Task +respectively 1146,1158 O O +for 1159,1162 O O +providing 1163,1172 O B-Task +a 1173,1174 O I-Task +statistical 1175,1186 O I-Task +ensemble 1187,1195 O I-Task +in 1196,1198 O I-Task +the 1199,1202 O I-Task +spirit 1203,1209 O I-Task +of 1210,1212 O I-Task +[ 1213,1214 O I-Task +29 1214,1216 O I-Task +] 1216,1217 O I-Task +. 1217,1218 O O + + +-DOCSTART- (S0370269304006161) + +Absorption 0,10 O B-Task +events 11,17 O I-Task +through 18,25 O I-Task +the 26,29 O I-Task +charged 30,37 O I-Task +current 38,45 O I-Task +reactions 46,55 O I-Task +( 56,57 O O +2)νe+40Ar→e−+40K∗andν̄e+40Ar→e++40Cl∗. 57,95 O O +There 96,101 O O +is 102,104 O O +some 105,109 O O +uncertainty 110,121 O O +in 122,124 O O +predicting 125,135 O B-Task +e−(e+ 136,141 O I-Task +) 141,142 O I-Task +event 143,148 O I-Task +rates 149,154 O I-Task +for 155,158 O O +these 159,164 O O +processes 165,174 O O +which 175,180 O O +arise 181,186 O O +due 187,190 O O +to 191,193 O O +the 194,197 O O +nuclear 198,205 O B-Process +model 206,211 O I-Process +dependencies 212,224 O I-Process +of 225,227 O O +the 228,231 O O +absorption 232,242 O O +cross 243,248 O O +section 249,256 O O +and 257,260 O O +the 261,264 O O +treatment 265,274 O B-Process +of 275,277 O I-Process +the 278,281 O I-Process +Coulomb 282,289 O I-Process +distortion 290,300 O I-Process +of 301,303 O O +electron 304,312 O B-Material +( 313,314 O O +positron 314,322 O B-Material +) 322,323 O O +in 324,326 O O +the 327,330 O O +field 331,336 O O +of 337,339 O O +the 340,343 O O +residual 344,352 O B-Task +nucleus 353,360 O I-Task +. 360,361 O O + +The 362,365 O O +nuclear 366,373 O B-Task +absorption 374,384 O I-Task +cross 385,390 O I-Task +section 391,398 O I-Task +for 399,402 O I-Task +the 403,406 O I-Task +charged 407,414 O I-Task +current 415,422 O I-Task +neutrino 423,431 O I-Task +reactions 432,441 O I-Task +in 442,444 O O +40Ar 445,449 O O +relevant 450,458 O O +to 459,461 O O +supernova 462,471 O B-Material +neutrino 472,480 O I-Material +energies 481,489 O I-Material +was 490,493 O O +first 494,499 O O +calculated 500,510 O O +by 511,513 O O +Raghavan 514,522 O O +[ 523,524 O O +10 524,526 O O +] 526,527 O O +and 528,531 O O +Bahcall 532,539 O O +et 540,542 O O +al 543,545 O O +. 545,546 O O + +[ 547,548 O O +11 548,550 O O +] 550,551 O O +for 552,555 O O +Fermi 556,561 O O +transitions 562,573 O O +leading 574,581 O O +to 582,584 O O +isobaric 585,593 O B-Process +analogue 594,602 O I-Process +state 603,608 O I-Process +( 609,610 O O +IAS 610,613 O B-Process +) 613,614 O O +at 615,617 O O +4.38 618,622 O B-Process +MeV 623,626 O I-Process +in 627,629 O I-Process +40K∗. 630,635 O I-Process +Later 636,641 O O +Ormand 642,648 O O +et 649,651 O O +al 652,654 O O +. 654,655 O O + +[ 656,657 O O +12 657,659 O O +] 659,660 O O +used 661,665 O O +a 666,667 O O +shell 668,673 O B-Process +model 674,679 O I-Process +to 680,682 O O +calculate 683,692 O O +the 693,696 O B-Task +Fermi 697,702 O I-Task +and 703,706 O I-Task +Gamow 707,712 O I-Task +– 712,713 O I-Task +Teller 713,719 O I-Task +transitions 720,731 O I-Task +. 731,732 O O + +In 733,735 O O +these 736,741 O O +calculations 742,754 O O +Fermi 755,760 O O +function 761,769 O O +F(Z 770,773 O O +, 773,774 O O +Ee 774,776 O O +) 776,777 O O +was 778,781 O O +used 782,786 O O +to 787,789 O O +take 790,794 O O +into 795,799 O O +account 800,807 O O +the 808,811 O O +Coulomb 812,819 O B-Process +effects 820,827 O I-Process +. 827,828 O O + +In 829,831 O O +a 832,833 O O +recent 834,840 O O +paper 841,846 O O +Bueno 847,852 O O +et 853,855 O O +al 856,858 O O +. 858,859 O O + +[ 860,861 O O +13 861,863 O O +] 863,864 O O +make 865,869 O O +use 870,873 O O +of 874,876 O O +a 877,878 O O +calculation 879,890 O B-Process +by 891,893 O I-Process +Martinez 894,902 O I-Process +- 902,903 O I-Process +Pinedo 903,909 O I-Process +et 910,912 O I-Process +al 913,915 O I-Process +. 915,916 O I-Process + +[ 917,918 O O +14 918,920 O O +] 920,921 O O +who 922,925 O O +use 926,929 O O +a 930,931 O O +shell 932,937 O B-Process +model 938,943 O I-Process +for 944,947 O I-Process +Fermi 948,953 O I-Process +and 954,957 O I-Process +Gamow 958,963 O I-Process +– 963,964 O I-Process +Teller 964,970 O I-Process +transitions 971,982 O I-Process +and 983,986 O O +a 987,988 O O +continuum 989,998 O B-Process +random 999,1005 O I-Process +phase 1006,1011 O I-Process +approximation 1012,1025 O I-Process +( 1026,1027 O O +CRPA 1027,1031 O B-Process +) 1031,1032 O O +for 1033,1036 O O +forbidden 1037,1046 O O +transitions 1047,1058 O O +to 1059,1061 O O +calculate 1062,1071 O O +the 1072,1075 O B-Task +absorption 1076,1086 O I-Task +cross 1087,1092 O I-Task +sections 1093,1101 O I-Task +. 1101,1102 O O + +In 1103,1105 O O +this 1106,1110 O O +calculation 1111,1122 O O +the 1123,1126 O O +Coulomb 1127,1134 O O +distortion 1135,1145 O O +of 1146,1148 O O +the 1149,1152 O O +produced 1153,1161 O O +electron 1162,1170 O O +is 1171,1173 O O +treated 1174,1181 O O +with 1182,1186 O O +a 1187,1188 O O +hybrid 1189,1195 O O +model 1196,1201 O O +where 1202,1207 O O +a 1208,1209 O O +Fermi 1210,1215 O O +function 1216,1224 O O +is 1225,1227 O O +used 1228,1232 O O +for 1233,1236 O O +lower 1237,1242 O O +electron 1243,1251 O O +energies 1252,1260 O O +and 1261,1264 O O +modified 1265,1273 O B-Process +effective 1274,1283 O I-Process +momentum 1284,1292 O I-Process +approximation 1293,1306 O I-Process +( 1307,1308 O O +MEMA 1308,1312 O B-Process +) 1312,1313 O O +for 1314,1317 O O +higher 1318,1324 O O +electron 1325,1333 O O +energies 1334,1342 O O +[ 1343,1344 O O +14–17 1344,1349 O O +] 1349,1350 O O +. 1350,1351 O O + +In 1352,1354 O O +a 1355,1356 O O +recent 1357,1363 O O +work 1364,1368 O O +Bhattacharya 1369,1381 O O +et 1382,1384 O O +al 1385,1387 O O +. 1387,1388 O O + +[ 1389,1390 O O +18 1390,1392 O O +] 1392,1393 O O +have 1394,1398 O O +measured 1399,1407 O O +the 1408,1411 O O +Fermi 1412,1417 O B-Process +and 1418,1421 O I-Process +Gamow 1422,1427 O I-Process +– 1427,1428 O I-Process +Teller 1428,1434 O I-Process +transition 1435,1445 O I-Process +strengths 1446,1455 O I-Process +leading 1456,1463 O O +to 1464,1466 O O +excited 1467,1474 O O +states 1475,1481 O O +up 1482,1484 O O +to 1485,1487 O O +6 1488,1489 O O +MeV 1490,1493 O O +in 1494,1496 O O +40K∗ 1497,1501 O O +and 1502,1505 O O +obtained 1506,1514 O O +the 1515,1518 O O +neutrino 1519,1527 O B-Task +absorption 1528,1538 O I-Task +cross 1539,1544 O I-Task +section 1545,1552 O I-Task +for 1553,1556 O O +supernova 1557,1566 O O +neutrinos 1567,1576 O O +in 1577,1579 O O +40Ar 1580,1584 O O +. 1584,1585 O O + + +-DOCSTART- (S0370269304006720) + +Classical 0,9 O O +, 9,10 O O +two 11,14 O O +- 14,15 O O +dimensional 15,26 O O +sigma 27,32 O O +models 33,39 O O +on 40,42 O O +compact 43,50 O O +symmetric 51,60 O O +spaces 61,67 O O + +G 68,69 O O +/ 69,70 O O +H 70,71 O O +are 72,75 O O +integrable 76,86 O O +by 87,89 O O +virtue 90,96 O O +of 97,99 O O +conserved 100,109 O O +quantities 110,120 O O +which 121,126 O O +can 127,130 O O +arise 131,136 O O +as 137,139 O O +integrals 140,149 O B-Process +of 150,152 O I-Process +local 153,158 O I-Process +or 159,161 O I-Process +non 162,165 O I-Process +- 165,166 O I-Process +local 166,171 O I-Process +functions 172,181 O I-Process +of 182,184 O O +the 185,188 O O +underlying 189,199 O O +fields 200,206 O O +( 207,208 O O +the 208,211 O O +accounts 212,220 O O +in 221,223 O O +[ 224,225 O O +1–5 225,228 O O +] 228,229 O O +contain 230,237 O O +references 238,248 O O +to 249,251 O O +the 252,255 O O +extensive 256,265 O O +literature 266,276 O O +) 276,277 O O +. 277,278 O O + +Since 279,284 O O +these 285,290 O O +models 291,297 O O +are 298,301 O O +asymptotically 302,316 O O +free 317,321 O O +and 322,325 O O +strongly 326,334 O O +coupled 335,342 O O +in 343,345 O O +the 346,349 O O +infrared 350,358 O O +, 358,359 O O +their 360,365 O O +quantum 366,373 O O +properties 374,384 O O +are 385,388 O O +not 389,392 O O +straightforward 393,408 O O +to 409,411 O O +determine 412,421 O O +. 421,422 O O + +Nevertheless 423,435 O O +, 435,436 O O +following 437,446 O O +Lüscher 447,454 O O +[ 455,456 O O +6 456,457 O O +] 457,458 O O +, 458,459 O O +Abdalla 460,467 O O +, 467,468 O O +Forger 469,475 O O +and 476,479 O O +Gomes 480,485 O O +showed 486,492 O O +[ 493,494 O O +7 494,495 O O +] 495,496 O O +that 497,501 O O +, 501,502 O O +in 503,505 O O +a 506,507 O O +G 508,509 O B-Task +/ 509,510 O I-Task +H 510,511 O I-Task +sigma 512,517 O I-Task +model 518,523 O I-Task +with 524,528 O I-Task +H 529,530 O I-Task +simple,11Here 531,544 O I-Task +, 544,545 O O +and 546,549 O O +throughout 550,560 O O +this 561,565 O O +Letter 566,572 O O +, 572,573 O O +we 574,576 O O +shall 577,582 O O +use 583,586 O O +‘ 587,588 O O +simple’ 588,595 O B-Process +to 596,598 O O +mean 599,603 O O +that 604,608 O O +the 609,612 O O +corresponding 613,626 O B-Process +Lie 627,630 O I-Process +algebra 631,638 O I-Process +has 639,642 O I-Process +no 643,645 O I-Process +non 646,649 O I-Process +- 649,650 O I-Process +trivial 650,657 O I-Process +ideals 658,664 O I-Process +. 664,665 O O + +Hence 666,671 O O +U(1 672,675 O O +) 675,676 O O +is 677,679 O O +simple 680,686 O O +in 687,689 O O +our 690,693 O O +terminology 694,705 O O +, 705,706 O O +in 707,709 O O +addition 710,718 O O +to 719,721 O O +the 722,725 O O +usual 726,731 O O +non 732,735 O O +- 735,736 O O +Abelian 736,743 O O +simple 744,750 O O +groups 751,757 O O +of 758,760 O O +the 761,764 O O +Cartan 765,771 O O +– 771,772 O O +Killing 772,779 O O +classification 780,794 O O +[ 795,796 O O +13 796,798 O O +] 798,799 O O +. 799,800 O O + +the 801,804 O O +first 805,810 O O +conserved 811,820 O O +non 821,824 O O +- 824,825 O O +local 825,830 O O +charge 831,837 O O +survives 838,846 O O +quantization 847,859 O B-Process +( 860,861 O O +after 861,866 O O +an 867,869 O O +appropriate 870,881 O O +renormalization 882,897 O B-Process +[ 898,899 O O +6–8 899,902 O O +] 902,903 O O +) 903,904 O O +, 904,905 O O +which 906,911 O O +suffices 912,920 O O +to 921,923 O O +ensure 924,930 O O +quantum 931,938 O B-Task +integrability 939,952 O I-Task +of 953,955 O O +the 956,959 O O +theory 960,966 O O +. 966,967 O O + +By 968,970 O O +contrast 971,979 O O +, 979,980 O O +calculations 981,993 O B-Process +using 994,999 O I-Process +the 1000,1003 O I-Process +1/N 1004,1007 O I-Process +expansion 1008,1017 O I-Process +reveal 1018,1024 O O +anomalies 1025,1034 O O +that 1035,1039 O O +spoil 1040,1045 O O +the 1046,1049 O O +conservation 1050,1062 O B-Task +of 1063,1065 O I-Task +the 1066,1069 O I-Task +quantum 1070,1077 O I-Task +non 1078,1081 O I-Task +- 1081,1082 O I-Task +local 1082,1087 O I-Task +charges 1088,1095 O I-Task +in 1096,1098 O O +the 1099,1102 O O +CPN−1=SU(N)/SU(N−1)×U(1 1103,1126 O B-Process +) 1126,1127 O I-Process +models 1128,1134 O I-Process +for 1135,1138 O I-Process +N>2 1139,1142 O I-Process +, 1142,1143 O O +and 1144,1147 O O +in 1148,1150 O O +the 1151,1154 O O +wider 1155,1160 O O +class 1161,1166 O O +of 1167,1169 O O +theories 1170,1178 O O +based 1179,1184 O O +on 1185,1187 O O +the 1188,1191 O O +complex 1192,1199 O B-Process +Grassmannians 1200,1213 O I-Process +SU(N)/SU(n)×SU(N−n)×U(1 1214,1237 O I-Process +) 1237,1238 O I-Process +for 1239,1242 O I-Process +N 1243,1244 O I-Process +> 1244,1245 O I-Process +n>1 1245,1248 O I-Process +[ 1249,1250 O O +9 1250,1251 O O +] 1251,1252 O O +. 1252,1253 O O + + +-DOCSTART- (S0370269304006756) + +We 0,2 O O +propose 3,10 O O +a 11,12 O O +method 13,19 O O +for 20,23 O O +the 24,27 O O +lattice 28,35 O B-Task +QCD 36,39 O I-Task +computation 40,51 O I-Task +of 52,54 O I-Task +nucleon 55,62 O I-Task +– 62,63 O I-Task +nucleon 63,70 O I-Task +low 71,74 O I-Task +- 74,75 O I-Task +energy 75,81 O I-Task +interactions 82,94 O I-Task +. 94,95 O O + +It 96,98 O O +consists 99,107 O O +in 108,110 O O +simulating 111,121 O B-Process +QCD 122,125 O I-Process +in 126,128 O O +the 129,132 O O +background 133,143 O O +of 144,146 O O +a 147,148 O O +“ 149,150 O O +electromagnetic 150,165 O B-Material +” 165,166 O I-Material +field 167,172 O I-Material +whose 173,178 O O +potential 179,188 O O +is 189,191 O O +non 192,195 O O +- 195,196 O O +vanishing 196,205 O O +, 205,206 O O +but 207,210 O O +whose 211,216 O O +field 217,222 O B-Process +strength 223,231 O I-Process +is 232,234 O I-Process +zero 235,239 O I-Process +. 239,240 O O + +By 241,243 O O +tuning 244,250 O B-Process +the 251,254 O I-Process +background 255,265 O I-Process +field 266,271 O I-Process +, 271,272 O O +phase 273,278 O B-Task +- 278,279 O I-Task +shifts 279,285 O I-Task +at 286,288 O I-Task +any 289,292 O I-Task +( 293,294 O I-Task +but 294,297 O I-Task +small 298,303 O I-Task +) 303,304 O I-Task +momenta 305,312 O I-Task +can 313,316 O O +be 317,319 O O +determined 320,330 O O +by 331,333 O O +measuring 334,343 O B-Process +the 344,347 O I-Process +shift 348,353 O I-Process +of 354,356 O I-Process +the 357,360 O I-Process +ground 361,367 O I-Process +state 368,373 O I-Process +energy 374,380 O I-Process +. 380,381 O O + +Lattice 382,389 O B-Material +sizes 390,395 O I-Material +as 396,398 O O +small 399,404 O O +as 405,407 O O +5 408,409 O O +Fermi 410,415 O O +can 416,419 O O +be 420,422 O O +sufficient 423,433 O O +for 434,437 O O +the 438,441 O O +calculation 442,453 O B-Task +of 454,456 O I-Task +phase 457,462 O I-Task +shifts 463,469 O I-Task +up 470,472 O O +to 473,475 O O +momenta 476,483 O O +of 484,486 O O +order 487,492 O O +of 493,495 O O +mπ/2 496,500 O O +. 500,501 O O + + +-DOCSTART- (S0370269304006768) + +In 0,2 O O +our 3,6 O O +study 7,12 O O +we 13,15 O O +illustrate 16,26 O O +the 27,30 O O +properties 31,41 O O +of 42,44 O O +gauge 45,50 O O +invariant 51,60 O B-Task +extensions 61,71 O I-Task +of 72,74 O I-Task +local 75,80 O I-Task +functionals 81,92 O I-Task +. 92,93 O O + +We 94,96 O O +aim 97,100 O O +at 101,103 O O +clarifying 104,114 O O +, 114,115 O O +via 116,119 O O +specific 120,128 O O +examples 129,137 O O +, 137,138 O O +the 139,142 O O +relation 143,151 O O +between 152,159 O O +a 160,161 O O +functional 162,172 O B-Task +which 173,178 O I-Task +is 179,181 O I-Task +local 182,187 O I-Task +in 188,190 O I-Task +a 191,192 O I-Task +particular 193,203 O I-Task +gauge 204,209 O I-Task +( 210,211 O O +but 211,214 O O +not 215,218 O O +necessarily 219,230 O O +gauge 231,236 O O +invariant 237,246 O O +) 246,247 O O +, 247,248 O O +and 249,252 O O +its 253,256 O B-Task +gauge 257,262 O I-Task +invariant 263,272 O I-Task +extension 273,282 O I-Task +( 283,284 O O +which 284,289 O O +is 290,292 O O +not 293,296 O O +necessarily 297,308 O O +local 309,314 O O +) 314,315 O O +. 315,316 O O + +We 317,319 O O +show 320,324 O O +that 325,329 O O +the 330,333 O O +non 334,337 O B-Process +- 337,338 O I-Process +localities 338,348 O I-Process +found 349,354 O I-Process +are 355,358 O O +not 359,362 O O +perturbatively 363,377 O O +local 378,383 O O +because 384,391 O O +they 392,396 O O +can 397,400 O O +not 400,403 O O +be 404,406 O O +expressed 407,416 O O +in 417,419 O O +terms 420,425 O O +of 426,428 O O +an 429,431 O O +infinite 432,440 O B-Process +derivative 441,451 O I-Process +expansion 452,461 O I-Process +. 461,462 O O + +We 463,465 O O +believe 466,473 O O +that 474,478 O O +the 479,482 O O +implications 483,495 O O +of 496,498 O O +this 499,503 O O +observation 504,515 O O +have 516,520 O O +not 521,524 O O +been 525,529 O O +clearly 530,537 O O +emphasised 538,548 O O +in 549,551 O O +the 552,555 O O +literature 556,566 O O +, 566,567 O O +as 568,570 O O +attested 571,579 O O +by 580,582 O O +the 583,586 O O +absence 587,594 O O +of 595,597 O O +any 598,601 O O +debate 602,608 O O +about 609,614 O O +it 615,617 O O +in 618,620 O O +recent 621,627 O O +works 628,633 O O +. 633,634 O O + +It 635,637 O O +is 638,640 O O +precisely 641,650 O O +these 651,656 O O +dangerous 657,666 O O +infrared 667,675 O B-Task +modes 676,681 O I-Task +that 682,686 O O +make 687,691 O O +it 692,694 O O +hard 695,699 O O +to 700,702 O O +define 703,709 O O +a 710,711 O O +gauge 712,717 O B-Process +independent 718,729 O I-Process +renormalisation 730,745 O I-Process +for 746,749 O O +the 750,753 O O +gauge 754,759 O B-Task +invariant 760,769 O I-Task +extensions 770,780 O I-Task +of 781,783 O I-Task +local 784,789 O I-Task +functionals 790,801 O I-Task +. 801,802 O O + +This 803,807 O O +observation 808,819 O O +supports 820,828 O O +the 829,832 O O +remark 833,839 O O +in 840,842 O O +[ 843,844 O O +2 844,845 O O +] 845,846 O O +that 847,851 O O +the 852,855 O O +expectation 856,867 O B-Task +value 868,873 O I-Task +receives 874,882 O O +important 883,892 O O +contributions 893,906 O O +from 907,911 O O +both 912,916 O O +large 917,922 O O +and 923,926 O O +small 927,932 O O +distances 933,942 O O +. 942,943 O O + +Our 944,947 O O +arguments 948,957 O O +on 958,960 O O +renormalisability 961,978 O B-Task +are 979,982 O O +based 983,988 O O +on 989,991 O O +the 992,995 O O +notion 996,1002 O B-Process +of 1003,1005 O I-Process +renormalisation 1006,1021 O I-Process +in 1022,1024 O O +the 1025,1028 O O +modern 1029,1035 O O +sense 1036,1041 O O +[ 1042,1043 O O +8 1043,1044 O O +] 1044,1045 O O +which 1046,1051 O O +relies 1052,1058 O O +on 1059,1061 O O +BRST 1062,1066 O B-Process +cohomology 1067,1077 O I-Process +theorems 1078,1086 O I-Process +. 1086,1087 O O + +The 1088,1091 O O +BRST 1092,1096 O B-Material +terminology 1097,1108 O I-Material +will 1109,1113 O O +therefore 1114,1123 O O +be 1124,1126 O O +frequently 1127,1137 O O +used 1138,1142 O O +here 1143,1147 O O +, 1147,1148 O O +even 1149,1153 O O +though 1154,1160 O O +it 1161,1163 O O +is 1164,1166 O O +not 1167,1170 O O +always 1171,1177 O O +necessary 1178,1187 O O +. 1187,1188 O O + + +-DOCSTART- (S037026930400680X) + +Certainly 0,9 O O +therefore 10,19 O O +the 20,23 O O +see 24,27 O B-Process +- 27,28 O I-Process +saw 28,31 O I-Process +mechanism 32,41 O I-Process +is 42,44 O O +an 45,47 O O +attractive 48,58 O O +explanation 59,70 O O +of 71,73 O O +why 74,77 O O +the 78,81 O O +light 82,87 O B-Task +neutrino 88,96 O I-Task +masses 97,103 O I-Task +are 104,107 O O +so 108,110 O O +small 111,116 O O +. 116,117 O O + +However 118,125 O O +, 125,126 O O +it 127,129 O O +is 130,132 O O +not 133,136 O O +without 137,144 O O +its 145,148 O O +faults 149,155 O O +. 155,156 O O + +In 157,159 O O +particular 160,170 O O +, 170,171 O O +there 172,177 O O +is 178,180 O O +a 181,182 O O +tension 183,190 O O +between 191,198 O O +the 199,202 O O +strongly 203,211 O O +hierarchical 212,224 O O +nature 225,231 O O +of 232,234 O O +the 235,238 O O +observed 239,247 O O +Yukawa 248,254 O B-Task +couplings 255,264 O I-Task +in 265,267 O I-Task +the 268,271 O I-Task +quark 272,277 O I-Task +and 278,281 O I-Task +charged 282,289 O I-Task +lepton 290,296 O I-Task +sectors 297,304 O I-Task +, 304,305 O O +and 306,309 O O +the 310,313 O O +essentially 314,325 O O +hierarchy 326,335 O B-Task +- 335,336 O I-Task +free 336,340 O I-Task +masses 341,347 O I-Task +implied 348,355 O I-Task +by 356,358 O I-Task +the 359,362 O I-Task +Δm2 363,366 O I-Task +'s 366,368 O I-Task +. 368,369 O O + +Moreover 370,378 O O +, 378,379 O O +both 380,384 O O +the 385,388 O O +θ12 389,392 O B-Task +and 393,396 O I-Task +θ23 397,400 O I-Task +mixing 401,407 O I-Task +angles 408,414 O I-Task +are 415,418 O O +large 419,424 O O +while 425,430 O O +the 431,434 O B-Task +angle 435,440 O I-Task +θ13 441,444 O I-Task +is 445,447 O O +small 448,453 O O +which 454,459 O O +is 460,462 O O +in 463,465 O O +sharp 466,471 O O +contrast 472,480 O O +with 481,485 O O +the 486,489 O O +corresponding 490,503 O O +mixings 504,511 O O +in 512,514 O O +the 515,518 O O +quark 519,524 O B-Process +sector 525,531 O I-Process +which 532,537 O O +are 538,541 O O +all 542,545 O O +small 546,551 O O +. 551,552 O O + +These 553,558 O O +problems 559,567 O O +can 568,571 O O +be 572,574 O O +solved 575,581 O O +in 582,584 O O +specific 585,593 O O +models 594,600 O O +, 600,601 O O +for 602,605 O O +example 606,613 O O +, 613,614 O O +the 615,618 O O +Δm2 619,622 O B-Process +values 623,629 O I-Process +can 630,633 O I-Process +be 634,636 O I-Process +fitted 637,643 O I-Process +by 644,646 O I-Process +taking 647,653 O I-Process +the 654,657 O I-Process +spectrum 658,666 O I-Process +of 667,669 O I-Process +rhd 670,673 O I-Process +neutrino 674,682 O I-Process +masses 683,689 O I-Process +to 690,692 O O +be 693,695 O O +hierarchical 696,708 O O +in 709,711 O O +such 712,716 O O +a 717,718 O O +way 719,722 O O +as 723,725 O O +to 726,728 O O +almost 729,735 O O +compensate 736,746 O O +for 747,750 O O +the 751,754 O O +hierarchical 755,767 O B-Process +neutrino 768,776 O I-Process +Yukawa 777,783 O I-Process +couplings 784,793 O I-Process +. 793,794 O O + +But 795,798 O O +this 799,803 O O +has 804,807 O O +the 808,811 O O +price 812,817 O O +of 818,820 O O +introducing 821,832 O O +a 833,834 O O +wide 835,839 O O +range 840,845 O O +of 846,848 O O +rhd 849,852 O B-Material +neutrino 853,861 O I-Material +masses 862,868 O I-Material +MR∼1010–1015 869,881 O B-Material +which 882,887 O O +then 888,892 O O +require 893,900 O O +explanation 901,912 O O +. 912,913 O O + + +-DOCSTART- (S0370269304007129) + +We 0,2 O O +analyze 3,10 O O +the 11,14 O O +diagonal 15,23 O B-Task +and 24,27 O I-Task +transition 28,38 O I-Task +magnetic 39,47 O I-Task +and 48,51 O I-Task +electric 52,60 O I-Task +dipole 61,67 O I-Task +moments 68,75 O I-Task +of 76,78 O I-Task +charged 79,86 O I-Task +leptons 87,94 O I-Task +in 95,97 O O +extended 98,106 O B-Process +technicolor 107,118 O I-Process +( 119,120 O O +ETC 120,123 O B-Process +) 123,124 O O +models 125,131 O O +, 131,132 O O +taking 133,139 O O +account 140,147 O O +of 148,150 O O +the 151,154 O O +multiscale 155,165 O O +nature 166,172 O O +of 173,175 O O +the 176,179 O O +ETC 180,183 O B-Process +gauge 184,189 O B-Process +symmetry 190,198 O I-Process +breaking 199,207 O I-Process +, 207,208 O O +conformal 209,218 O B-Process +( 219,220 O I-Process +walking 220,227 O I-Process +) 227,228 O I-Process +behavior 229,237 O I-Process +of 238,240 O I-Process +the 241,244 O I-Process +technicolor 245,256 O I-Process +theory 257,263 O I-Process +, 263,264 O O +and 265,268 O O +mixing 269,275 O B-Process +in 276,278 O I-Process +the 279,282 O I-Process +charged 283,290 O I-Process +- 290,291 O I-Process +lepton 291,297 O I-Process +mass 298,302 O I-Process +matrix 303,309 O I-Process +. 309,310 O O + +We 311,313 O O +show 314,318 O O +that 319,323 O O +mixing 324,330 O B-Task +effects 331,338 O I-Task +dominate 339,347 O O +the 348,351 O O +ETC 352,355 O B-Process +contributions 356,369 O O +to 370,372 O O +charged 373,380 O B-Task +lepton 381,387 O I-Task +electric 388,396 O I-Task +dipole 397,403 O I-Task +moments 404,411 O I-Task +and 412,415 O O +that 416,420 O O +these 421,426 O O +can 427,430 O O +yield 431,436 O O +a 437,438 O O +value 439,444 O B-Process +of 445,447 O I-Process +|de| 448,452 O I-Process +comparable 453,463 O O +to 464,466 O O +the 467,470 O O +current 471,478 O O +limit 479,484 O O +. 484,485 O O + +The 486,489 O O +rate 490,494 O B-Process +for 495,498 O I-Process +μ→eγ 499,503 O I-Process +can 504,507 O O +also 508,512 O O +be 513,515 O O +close 516,521 O O +to 522,524 O O +its 525,528 O O +limit 529,534 O O +. 534,535 O O + +From 536,540 O O +these 541,546 O O +and 547,550 O O +other 551,556 O O +processes 557,566 O O +we 567,569 O O +derive 570,576 O O +constraints 577,588 O O +on 589,591 O O +the 592,595 O O +charged 596,603 O B-Task +lepton 604,610 O I-Task +mixing 611,617 O I-Task +angles 618,624 O I-Task +. 624,625 O O + +The 626,629 O O +constraints 630,641 O O +are 642,645 O O +such 646,650 O O +that 651,655 O O +the 656,659 O O +ETC 660,663 O B-Process +contribution 664,676 O O +to 677,679 O O +the 680,683 O O +muon 684,688 O B-Task +anomalous 689,698 O I-Task +magnetic 699,707 O I-Task +moment 708,714 O I-Task +, 714,715 O O +which 716,721 O O +includes 722,730 O O +a 731,732 O O +significant 733,744 O O +lepton 745,751 O B-Process +mixing 752,758 O I-Process +term 759,763 O I-Process +, 763,764 O O +can 765,768 O O +approach 769,777 O O +, 777,778 O O +but 779,782 O O +does 783,787 O O +not 788,791 O O +exceed 792,798 O O +, 798,799 O O +the 800,803 O O +current 804,811 O O +sensitivity 812,823 O O +level 824,829 O O +. 829,830 O O + + +-DOCSTART- (S0370269304007208) + +It 0,2 O O +is 3,5 O O +well 6,10 O O +known 11,16 O O +that 17,21 O O +one 22,25 O O +of 26,28 O O +the 29,32 O O +long 33,37 O O +standing 38,46 O O +problems 47,55 O O +in 56,58 O O +physics 59,66 O O +is 67,69 O O +understanding 70,83 O B-Task +the 84,87 O I-Task +confinement 88,99 O I-Task +physics 100,107 O I-Task +from 108,112 O I-Task +first 113,118 O I-Task +principles 119,129 O I-Task +. 129,130 O O + +Hence 131,136 O O +the 137,140 O O +challenge 141,150 O O +is 151,153 O O +to 154,156 O O +develop 157,164 O B-Task +analytical 165,175 O I-Task +approaches 176,186 O I-Task +which 187,192 O O +provide 193,200 O O +valuable 201,209 O O +insight 210,217 O O +and 218,221 O O +theoretical 222,233 O O +guidance 234,242 O O +. 242,243 O O + +According 244,253 O O +to 254,256 O O +this 257,261 O O +viewpoint 262,271 O O +, 271,272 O O +an 273,275 O O +effective 276,285 O O +theory 286,292 O O +in 293,295 O O +which 296,301 O O +confining 302,311 O O +potentials 312,322 O O +are 323,326 O O +obtained 327,335 O O +as 336,338 O O +a 339,340 O O +consequence 341,352 O O +of 353,355 O O +spontaneous 356,367 O B-Process +symmetry 368,376 O I-Process +breaking 377,385 O I-Process +of 386,388 O I-Process +scale 389,394 O I-Process +invariance 395,405 O I-Process +has 406,409 O O +been 410,414 O O +developed 415,424 O O +[ 425,426 O O +1 426,427 O O +] 427,428 O O +. 428,429 O O + +In 430,432 O O +particular 433,443 O O +, 443,444 O O +it 445,447 O O +was 448,451 O O +shown 452,457 O O +that 458,462 O O +a 463,464 O O +such 465,469 O O +theory 470,476 O O +relies 477,483 O O +on 484,486 O O +a 487,488 O O +scale 489,494 O B-Process +- 494,495 O I-Process +invariant 495,504 O I-Process +Lagrangian 505,515 O I-Process +of 516,518 O O +the 519,522 O O +type 523,527 O O +[ 528,529 O O +2 529,530 O O +] 530,531 O O +( 532,533 O O +1)L=14w2−12w−FμνaFaμν 533,554 O O +, 554,555 O O +where 556,561 O O +Fμνa=∂μAνa−∂νAμa+gfabcAμbAνc 562,590 O O +, 590,591 O O +and 592,595 O O +w 596,597 O O +is 598,600 O O +not 601,604 O O +a 605,606 O O +fundamental 607,618 O O +field 619,624 O O +but 625,628 O O +rather 629,635 O O +is 636,638 O O +a 639,640 O O +function 641,649 O B-Process +of 650,652 O I-Process +4-index 653,660 O I-Process +field 661,666 O I-Process +strength 667,675 O I-Process +, 675,676 O O +that 677,681 O O +is 682,684 O O +, 684,685 O O + +( 686,687 O B-Process +2)w=εμναβ∂μAναβ. 687,703 O I-Process + +The 704,707 O O +Aναβ 708,712 O B-Process +equation 713,721 O I-Process +of 722,724 O I-Process +motion 725,731 O I-Process +leads 732,737 O I-Process +to 738,740 O O +( 741,742 O O +3)εμναβ∂βw−−FγδaFaγδ=0 742,764 O B-Process +, 764,765 O O +which 766,771 O O +is 772,774 O O +then 775,779 O O +integrated 780,790 O B-Process +to 791,793 O I-Process +( 794,795 O I-Process +4)w=−FμνaFaμν+M. 795,811 O I-Process + +It 812,814 O O +is 815,817 O O +easy 818,822 O O +to 823,825 O O +verify 826,832 O O +that 833,837 O O +the 838,841 O O +Aaμ 842,845 O B-Process +equation 846,854 O I-Process +of 855,857 O I-Process +motion 858,864 O I-Process +leads 865,870 O O +us 871,873 O O +to 874,876 O O +( 877,878 O O +5)∇μFaμν+MFaμν−FαβbFbαβ=0 878,903 O O +. 903,904 O O + +It 905,907 O O +is 908,910 O O +worth 911,916 O O +stressing 917,926 O O +at 927,929 O O +this 930,934 O O +stage 935,940 O O +that 941,945 O O +the 946,949 O O +above 950,955 O O +equation 956,964 O O +can 965,968 O O +be 969,971 O O +obtained 972,980 O O +from 981,985 O O +the 986,989 O B-Process +effective 990,999 O I-Process +Lagrangian 1000,1010 O I-Process +( 1011,1012 O O +6)Leff=−14FμνaFaμν+M2−FμνaFaμν. 1012,1043 O B-Process +Spherically 1044,1055 O B-Task +symmetric 1056,1065 O I-Task +solutions 1066,1075 O I-Task +of 1076,1078 O O +Eq 1079,1081 O O +. 1081,1082 O O + +( 1083,1084 O O +5 1084,1085 O O +) 1085,1086 O O +display 1087,1094 O O +, 1094,1095 O O +even 1096,1100 O O +in 1101,1103 O O +the 1104,1107 O O +Abelian 1108,1115 O O +case 1116,1120 O O +, 1120,1121 O O +a 1122,1123 O O +Coulomb 1124,1131 O B-Material +piece 1132,1137 O I-Material +and 1138,1141 O O +a 1142,1143 O O +confining 1144,1153 O B-Material +part 1154,1158 O I-Material +. 1158,1159 O O + +Also 1160,1164 O O +, 1164,1165 O O +the 1166,1169 O O +quantum 1170,1177 O B-Task +theory 1178,1184 O I-Task +calculation 1185,1196 O I-Task +of 1197,1199 O I-Task +the 1200,1203 O I-Task +static 1204,1210 O I-Task +energy 1211,1217 O I-Task +between 1218,1225 O I-Task +two 1226,1229 O I-Task +charges 1230,1237 O I-Task +displays 1238,1246 O O +the 1247,1250 O O +same 1251,1255 O O +behavior 1256,1264 O O +[ 1265,1266 O O +1 1266,1267 O O +] 1267,1268 O O +. 1268,1269 O O + +It 1270,1272 O O +is 1273,1275 O O +well 1276,1280 O O +known 1281,1286 O O +that 1287,1291 O O +the 1292,1295 O O +square 1296,1302 O O +root 1303,1307 O O +part 1308,1312 O O +describes 1313,1322 O O +string 1323,1329 O B-Process +like 1330,1334 O I-Process +solutions 1335,1344 O I-Process +[ 1345,1346 O O +3,4 1346,1349 O O +] 1349,1350 O O +. 1350,1351 O O + + +-DOCSTART- (S037026930400721X) + +In 0,2 O O +the 3,6 O O +supersymmetric 7,21 O O +case 22,26 O O +, 26,27 O O +such 28,32 O O +a 33,34 O O +small 35,40 O B-Task +coupling 41,49 O I-Task +for 50,53 O I-Task +quartic 54,61 O I-Task +interaction 62,73 O I-Task +can 74,77 O O +not 77,80 O O +be 81,83 O O +realized 84,92 O O +if 93,95 O O +the 96,99 O O +potential 100,109 O O +is 110,112 O O +lifted 113,119 O O +by 120,122 O O +the 123,126 O O +gauge 127,132 O B-Process +D 133,134 O I-Process +- 134,135 O I-Process +term 135,139 O I-Process +interactions 140,152 O I-Process +, 152,153 O O +since 154,159 O O +, 159,160 O O +if 161,163 O O +so 164,166 O O +, 166,167 O O +the 168,171 O B-Material +coupling 172,180 O I-Material +constant 181,189 O I-Material +λ 190,191 O I-Material +becomes 192,199 O O +of 200,202 O O +the 203,206 O O +order 207,212 O O +O(g2 213,217 O O +) 217,218 O O +where 219,224 O O +g 225,226 O O +is 227,229 O O +the 230,233 O O +gauge 234,239 O B-Material +coupling 240,248 O I-Material +constant 249,257 O I-Material +in 258,260 O O +the 261,264 O O +standard 265,273 O B-Process +model 274,279 O I-Process +. 279,280 O O + +Therefore 281,290 O O +, 290,291 O O +we 292,294 O O +focus 295,300 O O +our 301,304 O O +attention 305,314 O O +on 315,317 O O +the 318,321 O O +D 322,323 O B-Task +- 323,324 O I-Task +flat 324,328 O I-Task +directions 329,339 O I-Task +. 339,340 O O + +For 341,344 O O +D 345,346 O B-Task +- 346,347 O I-Task +flat 347,351 O I-Task +directions 352,362 O I-Task +, 362,363 O O +we 364,366 O O +have 367,371 O O +to 372,374 O O +be 375,377 O O +more 378,382 O O +careful 383,390 O O +since 391,396 O O +behaviors 397,406 O B-Task +of 407,409 O I-Task +the 410,413 O I-Task +potential 414,423 O I-Task +depend 424,430 O O +on 431,433 O O +which 434,439 O O +flat 440,444 O O +direction 445,454 O O +we 455,457 O O +consider 458,466 O O +. 466,467 O O + +In 468,470 O O +the 471,474 O O +MSSM 475,479 O O +, 479,480 O O +Yukawa 481,487 O B-Task +interactions 488,500 O I-Task +exist 501,506 O O +in 507,509 O O +the 510,513 O O +superpotential 514,528 O O +to 529,531 O O +generate 532,540 O O +the 541,544 O O +fermion 545,552 O O +masses 553,559 O O +. 559,560 O O + +Such 561,565 O O +Yukawa 566,572 O O +interactions 573,585 O O +lift 586,590 O O +some 591,595 O O +of 596,598 O O +the 599,602 O O +D 603,604 O B-Task +- 604,605 O I-Task +flat 605,609 O I-Task +directions 610,620 O I-Task +. 620,621 O O + +In 622,624 O O +addition 625,633 O O +, 633,634 O O +we 635,637 O O +can 638,641 O O +also 642,646 O O +find 647,651 O O +several 652,659 O O +D 660,661 O B-Task +- 661,662 O I-Task +flat 662,666 O I-Task +directions 667,677 O I-Task +which 678,683 O O +are 684,687 O O +not 688,691 O O +affected 692,700 O O +by 701,703 O O +the 704,707 O O +Yukawa 708,714 O B-Task +interactions 715,727 O I-Task +associated 728,738 O O +with 739,743 O O +the 744,747 O O +fermion 748,755 O O +masses 756,762 O O +; 762,763 O O +without 764,771 O O +R 772,773 O O +- 773,774 O O +parity 774,780 O O +violation 781,790 O O +, 790,791 O O +such 792,796 O O +D 797,798 O B-Task +- 798,799 O I-Task +flat 799,803 O I-Task +directions 804,814 O I-Task +are 815,818 O O +only 819,823 O O +lifted 824,830 O O +by 831,833 O O +the 834,837 O O +effects 838,845 O O +of 846,848 O O +supersymmetry 849,862 O O +breaking.33Here 863,878 O O +, 878,879 O O +we 880,882 O O +assume 883,889 O O +that 890,894 O O +coefficients 895,907 O B-Task +of 908,910 O I-Task +non 911,914 O I-Task +- 914,915 O I-Task +renormalizable 915,929 O I-Task +terms 930,935 O I-Task +are 936,939 O O +suppressed 940,950 O O +enough 951,957 O O +to 958,960 O O +be 961,963 O O +neglected 964,973 O O +. 973,974 O O + +This 975,979 O O +may 980,983 O O +be 984,986 O O +explained 987,996 O O +by 997,999 O O +the 1000,1003 O O +R 1004,1005 O B-Process +- 1005,1006 O I-Process +symmetry 1006,1014 O I-Process +, 1014,1015 O O +assigning 1016,1025 O O +R 1026,1027 O B-Process +- 1027,1028 O I-Process +charge 1028,1034 O I-Process +23 1035,1037 O I-Process +to 1038,1040 O O +each 1041,1045 O O +MSSM 1046,1050 O B-Process +chiral 1051,1057 O I-Process +superfields 1058,1069 O I-Process +. 1069,1070 O O + +( 1071,1072 O O +See 1072,1075 O O +Ref 1076,1079 O O +. 1079,1080 O O + +[ 1081,1082 O O +6 1082,1083 O O +] 1083,1084 O O +for 1085,1088 O O +the 1089,1092 O O +details 1093,1100 O O +. 1100,1101 O O +) 1101,1102 O O + + +-DOCSTART- (S0370269304007257) + +Some 0,4 O O +non 5,8 O B-Task +- 8,9 O I-Task +standard 9,17 O I-Task +couplings 18,27 O I-Task +, 27,28 O O +which 29,34 O O +should 35,41 O O +be 42,44 O O +determined 45,55 O O +here 56,60 O O +, 60,61 O O +could 62,67 O O +also 68,72 O O +be 73,75 O O +studied 76,83 O O +in 84,86 O O +the 87,90 O O +standard 91,99 O B-Process +e+e− 100,104 O I-Process +option 105,111 O I-Process +of 112,114 O O +a 115,116 O O +linear 117,123 O B-Material +collider 124,132 O I-Material +. 132,133 O O + +Therefore 134,143 O O +, 143,144 O O +it 145,147 O O +is 148,150 O O +worth 151,156 O O +while 157,162 O O +to 163,165 O O +compare 166,173 O O +the 174,177 O O +potential 178,187 O B-Task +power 188,193 O I-Task +of 194,196 O O +the 197,200 O O +two 201,204 O O +options 205,212 O O +. 212,213 O O + +As 214,216 O O +far 217,220 O O +as 221,223 O O +the 224,227 O O +parameter 228,237 O B-Task +αγ1 238,241 O I-Task +is 242,244 O O +concerned 245,254 O O +, 254,255 O O +the 256,259 O O +γγ 260,262 O B-Material +collider 263,271 O I-Material +does 272,276 O O +not 277,280 O O +allow 281,286 O O +for 287,290 O O +its 291,294 O O +determination 295,308 O O +, 308,309 O O +while 310,315 O O +it 316,318 O O +could 319,324 O O +be 325,327 O O +determined 328,338 O O +at 339,341 O O +e+e−. 342,347 O B-Process +The 348,351 O O +second 352,358 O O +tt̄γ 359,363 O O +coupling 364,372 O B-Task +αγ2 373,376 O I-Task +, 376,377 O O +which 378,383 O O +is 384,386 O O +proportional 387,399 O O +to 400,402 O O +the 403,406 O O +real 407,411 O O +part 412,416 O O +of 417,419 O O +the 420,423 O O +top 424,427 O O +- 427,428 O O +quark 428,433 O O +electric 434,442 O O +dipole 443,449 O O +moment,44See 450,462 O O +[ 463,464 O O +23 464,466 O O +] 466,467 O O +taking 468,474 O O +into 475,479 O O +account 480,487 O O +that 488,492 O O +the 493,496 O O +operators 497,506 O O +OuB 507,510 O O +, 510,511 O O +OqB 512,515 O O +and 516,519 O O +OqW 520,523 O O +are 524,527 O O +redundant 528,537 O O +. 537,538 O O + +can 539,542 O O +be 543,545 O O +measured 546,554 O O +here 555,559 O O +. 559,560 O O + +It 561,563 O O +should 564,570 O O +be 571,573 O O +recalled 574,582 O O +that 583,587 O O +energy 588,594 O O +and 595,598 O O +polar 599,604 O B-Task +- 604,605 O I-Task +angle 605,610 O I-Task +distributions 611,624 O I-Task +of 625,627 O I-Task +leptons 628,635 O I-Task +and 636,639 O I-Task +b 640,641 O I-Task +- 641,642 O I-Task +quarks 642,648 O I-Task +in 649,651 O O +e+e− 652,656 O B-Material +colliders 657,666 O I-Material +are 667,670 O O +sensitive 671,680 O O +only 681,685 O O +to 686,688 O O +the 689,692 O O +imaginary 693,702 O B-Process +part 703,707 O I-Process +of 708,710 O I-Process +the 711,714 O I-Process +electric 715,723 O I-Process +dipole 724,730 O I-Process +moment,55However 731,747 O I-Process +, 747,748 O O +it 749,751 O O +should 752,758 O O +be 759,761 O O +emphasized 762,772 O O +that 773,777 O O +there 778,783 O O +exist 784,789 O O +observables 790,801 O O +sensitive 802,811 O O +also 812,816 O O +to 817,819 O O +the 820,823 O B-Process +real 824,828 O I-Process +part 829,833 O I-Process +of 834,836 O I-Process +the 837,840 O I-Process +top 841,844 O I-Process +- 844,845 O I-Process +quark 845,850 O I-Process +electric 851,859 O I-Process +dipole 860,866 O I-Process +moment 867,873 O I-Process +, 873,874 O O +see 875,878 O O +[ 879,880 O O +24 880,882 O O +] 882,883 O O +. 883,884 O O + +while 885,890 O O +here 891,895 O O +the 896,899 O O +real 900,904 O O +part 905,909 O O +could 910,915 O O +be 916,918 O O +determined 919,929 O O +. 929,930 O O + +For 931,934 O O +the 935,938 O O +measurement 939,950 O B-Task +of 951,953 O I-Task +γγH 954,957 O I-Task +couplings 958,967 O I-Task +, 967,968 O O +e+e− 969,973 O B-Material +colliders 974,983 O I-Material +are 984,987 O O +, 987,988 O O +of 989,991 O O +course 992,998 O O +, 998,999 O O +useless 1000,1007 O O +, 1007,1008 O O +while 1009,1014 O O +here 1015,1019 O O +, 1019,1020 O O +for 1021,1024 O O +the 1025,1028 O B-Process +bX 1029,1031 O I-Process +final 1032,1037 O I-Process +state 1038,1043 O I-Process +both 1044,1048 O O +αh1 1049,1052 O B-Task +and 1053,1056 O I-Task +αh2 1057,1060 O I-Task +could 1061,1066 O I-Task +be 1067,1069 O I-Task +measured 1070,1078 O I-Task +. 1078,1079 O O + +In 1080,1082 O O +the 1083,1086 O O +case 1087,1091 O O +of 1092,1094 O O +the 1095,1098 O B-Task +decay 1099,1104 O I-Task +form 1105,1109 O I-Task +factor 1110,1116 O I-Task +αd 1117,1119 O I-Task +measurement 1120,1131 O I-Task +, 1131,1132 O O +the 1133,1136 O O +e+e− 1137,1141 O B-Process +option 1142,1148 O I-Process +seems 1149,1154 O O +to 1155,1157 O O +be 1158,1160 O O +a 1161,1162 O O +little 1163,1169 O O +more 1170,1174 O O +advantageous 1175,1187 O O +, 1187,1188 O O +especially 1189,1199 O O +if 1200,1202 O O +e+e− 1203,1207 O B-Process +polarization 1208,1220 O I-Process +can 1221,1224 O O +be 1225,1227 O O +tuned 1228,1233 O O +appropriately 1234,1247 O O +[ 1248,1249 O O +25 1249,1251 O O +] 1251,1252 O O +. 1252,1253 O O + + +-DOCSTART- (S0370269304007439) + +In 0,2 O O +contrast 3,11 O O +to 12,14 O O +the 15,18 O O +H 19,20 O O +particle 21,29 O O +, 29,30 O O +the 31,34 O O +situation 35,44 O O +for 45,48 O O +the 49,52 O O +Θ+ 53,55 O B-Task +baryon 56,62 O I-Task +is 63,65 O O +very 66,70 O O +promising 71,80 O O +. 80,81 O O + +Thus 82,86 O O +, 86,87 O O +in 88,90 O O +this 91,95 O O +Letter 96,102 O O +we 103,105 O O +explore 106,113 O O +the 114,117 O B-Task +formation 118,127 O I-Task +of 128,130 O I-Task +the 131,134 O I-Task +Θ+-baryon 135,144 O I-Task +within 145,151 O O +a 152,153 O O +new 154,157 O O +approach 158,166 O O +called 167,173 O O +parton 174,180 O B-Process +- 180,181 O I-Process +based 181,186 O I-Process +Gribov 187,193 O I-Process +– 193,194 O I-Process +Regge 194,199 O I-Process +theory 200,206 O I-Process +. 206,207 O O + +It 208,210 O O +is 211,213 O O +realized 214,222 O O +in 223,225 O O +the 226,229 O O +Monte 230,235 O B-Material +Carlo 236,241 O I-Material +program 242,249 O I-Material +NEXUS 250,255 O B-Material +3.97 256,260 O I-Material +[ 261,262 O O +22,23 262,267 O O +] 267,268 O O +. 268,269 O O + +In 270,272 O O +this 273,277 O O +model 278,283 O O +high 284,288 O B-Process +energy 289,295 O I-Process +hadronic 296,304 O I-Process +and 305,308 O I-Process +nuclear 309,316 O I-Process +collisions 317,327 O I-Process +are 328,331 O O +treated 332,339 O O +within 340,346 O O +a 347,348 O O +self 349,353 O B-Process +- 353,354 O I-Process +consistent 354,364 O I-Process +quantum 365,372 O I-Process +mechanical 373,383 O I-Process +multiple 384,392 O I-Process +scattering 393,403 O I-Process +formalism 404,413 O I-Process +. 413,414 O O + +Elementary 415,425 O B-Process +interactions 426,438 O I-Process +, 438,439 O O +happening 440,449 O O +in 450,452 O O +parallel 453,461 O O +, 461,462 O O +correspond 463,473 O O +to 474,476 O O +underlying 477,487 O O +microscopic 488,499 O B-Process +( 500,501 O I-Process +predominantly 501,514 O I-Process +soft 515,519 O I-Process +) 519,520 O I-Process +parton 521,527 O I-Process +cascades 528,536 O I-Process +and 537,540 O O +are 541,544 O O +described 545,554 O O +effectively 555,566 O O +as 567,569 O O +phenomenological 570,586 O B-Process +soft 587,591 O I-Process +pomeron 592,599 O I-Process +exchanges 600,609 O I-Process +. 609,610 O O + +A 611,612 O O +pomeron 613,620 O B-Material +can 621,624 O O +be 625,627 O O +seen 628,632 O O +as 633,635 O O +layers 636,642 O O +of 643,645 O O +a 646,647 O O +( 648,649 O B-Material +soft 649,653 O I-Material +) 653,654 O I-Material +parton 655,661 O I-Material +ladder 662,668 O I-Material +, 668,669 O O +which 670,675 O O +is 676,678 O O +attached 679,687 O O +to 688,690 O O +projectile 691,701 O B-Material +and 702,705 O I-Material +target 706,712 O I-Material +nucleons 713,721 O I-Material +via 722,725 O O +leg 726,729 O B-Material +partons 730,737 O I-Material +. 737,738 O O + +At 739,741 O O +high 742,746 O O +energies 747,755 O O +one 756,759 O O +accounts 760,768 O O +also 769,773 O O +for 774,777 O O +the 778,781 O O +contribution 782,794 O O +of 795,797 O O +perturbative 798,810 O B-Material +( 811,812 O I-Material +high 812,816 O I-Material +pt 817,819 O I-Material +) 819,820 O I-Material +partons 821,828 O I-Material +described 829,838 O O +by 839,841 O O +a 842,843 O O +so 844,846 O O +- 846,847 O O +called 847,853 O O +“ 854,855 O B-Material +semihard 855,863 O I-Material +pomeron”—a 864,874 O I-Material +piece 875,880 O B-Material +of 881,883 O I-Material +the 884,887 O I-Material +QCD 888,891 O I-Material +parton 892,898 O I-Material +ladder 899,905 O I-Material +sandwiched 906,916 O I-Material +between 917,924 O I-Material +two 925,928 O I-Material +soft 929,933 O I-Material +pomerons 934,942 O I-Material +which 943,948 O I-Material +are 949,952 O I-Material +connected 953,962 O I-Material +to 963,965 O I-Material +the 966,969 O I-Material +projectile 970,980 O I-Material +and 981,984 O I-Material +to 985,987 O I-Material +the 988,991 O I-Material +target 992,998 O I-Material +in 999,1001 O I-Material +the 1002,1005 O I-Material +usual 1006,1011 O I-Material +way 1012,1015 O I-Material +. 1015,1016 O O + +The 1017,1020 O O +spectator 1021,1030 O B-Material +partons 1031,1038 O I-Material +of 1039,1041 O O +both 1042,1046 O O +projectile 1047,1057 O B-Material +and 1058,1061 O I-Material +target 1062,1068 O I-Material +nucleons 1069,1077 O I-Material +, 1077,1078 O O +left 1079,1083 O O +after 1084,1089 O O +pomeron 1090,1097 O B-Process +emissions 1098,1107 O I-Process +, 1107,1108 O O +form 1109,1113 O O +nucleon 1114,1121 O B-Material +remnants 1122,1130 O I-Material +. 1130,1131 O O + +The 1132,1135 O O +legs 1136,1140 O O +of 1141,1143 O O +the 1144,1147 O O +pomerons 1148,1156 O B-Material +form 1157,1161 O O +color 1162,1167 O B-Material +singlets 1168,1176 O I-Material +, 1176,1177 O O +such 1178,1182 O O +as 1183,1185 O O +q 1186,1187 O B-Material +– 1187,1188 O I-Material +q̄ 1188,1190 O I-Material +, 1190,1191 O O +q 1192,1193 O B-Material +– 1193,1194 O I-Material +qq 1194,1196 O I-Material +or 1197,1199 O O +q̄–q̄q̄. 1200,1208 O B-Material + +The 1209,1212 O O +probability 1213,1224 O O +of 1225,1227 O O +q 1228,1229 O B-Material +– 1229,1230 O I-Material +qq 1230,1232 O I-Material +and 1233,1236 O O +q̄–q̄q̄ 1237,1244 O B-Material +is 1245,1247 O O +controlled 1248,1258 O O +by 1259,1261 O O +the 1262,1265 O O +parameter 1266,1275 O O +Pqq 1276,1279 O O +and 1280,1283 O O +is 1284,1286 O O +fixed 1287,1292 O B-Process +by 1293,1295 O I-Process +the 1296,1299 O I-Process +experimental 1300,1312 O I-Process +yields 1313,1319 O I-Process +on 1320,1322 O I-Process +( 1323,1324 O I-Process +multi-)strange 1324,1338 O I-Process +baryons 1339,1346 O I-Process +[ 1347,1348 O O +23 1348,1350 O O +] 1350,1351 O O +. 1351,1352 O O + + +-DOCSTART- (S0370269304007634) + +I 0,1 O O +also 2,6 O O +could 7,12 O O +not 13,16 O O +resist 17,23 O O +mentioning 24,34 O O +another 35,42 O O +wild 43,47 O O +speculation 48,59 O O +[ 60,61 O O +10 61,63 O O +] 63,64 O O +. 64,65 O O + +Many 66,70 O O +years 71,76 O O +ago 77,80 O O +, 80,81 O O +inspired 82,90 O O +by 91,93 O O +the 94,97 O O +almost 98,104 O O +exact 105,110 O O +correspondence 111,125 O O +between 126,133 O O +Einstein 134,142 O B-Process +'s 142,144 O I-Process +post 145,149 O I-Process +- 149,150 O I-Process +Newtonian 150,159 O I-Process +equations 160,169 O I-Process +of 170,172 O I-Process +gravity 173,180 O I-Process +and 181,184 O O +Maxwell 185,192 O B-Process +'s 192,194 O I-Process +equations 195,204 O I-Process +of 205,207 O I-Process +motion 208,214 O I-Process +I 215,216 O O +proposed 217,225 O O +the 226,229 O O +gravitipole 230,241 O B-Process +in 242,244 O O +analogy 245,252 O O +with 253,257 O O +Dirac 258,263 O B-Process +'s 263,265 O I-Process +magnetic 266,274 O I-Process +monopole 275,283 O I-Process +. 283,284 O O + +After 285,290 O O +Dirac 291,296 O O +there 297,302 O O +was 303,306 O O +considerable 307,319 O O +debate 320,326 O O +on 327,329 O O +how 330,333 O O +a 334,335 O O +field 336,341 O B-Task +theory 342,348 O I-Task +of 349,351 O I-Task +magnetic 352,360 O I-Task +monopoles 361,370 O I-Task +may 371,374 O O +be 375,377 O O +formulated 378,388 O O +. 388,389 O O + +Eventually 390,400 O O +, 400,401 O O +' 402,403 O O +t 403,404 O O +Hooft 405,410 O O +and 411,414 O O +Polyakov 415,423 O O +showed 424,430 O O +that 431,435 O O +the 436,439 O O +magnetic 440,448 O B-Task +monopole 449,457 O I-Task +exists 458,464 O O +as 465,467 O O +an 468,470 O O +extended 471,479 O O +solution 480,488 O O +in 489,491 O O +certain 492,499 O O +non 500,503 O B-Process +- 503,504 O I-Process +abelian 504,511 O I-Process +gauge 512,517 O I-Process +theories 518,526 O I-Process +. 526,527 O O + +Most 528,532 O O +theorists 533,542 O O +now 543,546 O O +believe 547,554 O O +that 555,559 O O +electromagnetism 560,576 O B-Process +is 577,579 O O +merely 580,586 O O +a 587,588 O O +piece 589,594 O O +of 595,597 O O +a 598,599 O O +grand 600,605 O O +unified 606,613 O O +theory 614,620 O O +and 621,624 O O +that 625,629 O O +magnetic 630,638 O B-Process +monopoles 639,648 O I-Process +exist 649,654 O O +. 654,655 O O + +Might 656,661 O O +it 662,664 O O +not 665,668 O O +turn 669,673 O O +out 674,677 O O +that 678,682 O O +Einstein 683,691 O O +'s 691,693 O O +theory 694,700 O O +is 701,703 O O +but 704,707 O O +a 708,709 O O +piece 710,715 O O +of 716,718 O O +a 719,720 O O +bigger 721,727 O O +theory 728,734 O O +and 735,738 O O +that 739,743 O O +gravitipoles 744,756 O B-Process +exist 757,762 O O +? 762,763 O O + +In 764,766 O O +grand 767,772 O O +unified 773,780 O O +theory 781,787 O O +the 788,791 O O +electromagnetic 792,807 O B-Process +field 808,813 O I-Process +is 814,816 O O +a 817,818 O O +component 819,828 O O +of 829,831 O O +a 832,833 O O +multiplet 834,843 O O +. 843,844 O O + +Could 845,850 O O +it 851,853 O O +be 854,856 O O +that 857,861 O O +the 862,865 O O +gravitational 866,879 O B-Process +field 880,885 O I-Process +also 886,890 O O +somehow 891,898 O O +carries 899,906 O O +an 907,909 O O +internal 910,918 O O +index 919,924 O O +and 925,928 O O +that 929,933 O O +the 934,937 O O +field 938,943 O O +we 944,946 O O +observe 947,954 O O +is 955,957 O O +just 958,962 O O +a 963,964 O O +component 965,974 O O +of 975,977 O O +a 978,979 O O +multiplet 980,989 O O +? 989,990 O O + +Throwing 991,999 O O +caution 1000,1007 O O +to 1008,1010 O O +the 1011,1014 O O +wind 1015,1019 O O +, 1019,1020 O O +I 1021,1022 O O +also 1023,1027 O O +asked 1028,1033 O O +in 1034,1036 O O +[ 1037,1038 O O +10 1038,1040 O O +] 1040,1041 O O +if 1042,1044 O O +the 1045,1048 O O +gravitipole 1049,1060 O B-Process +and 1061,1064 O O +the 1065,1068 O O +graviton 1069,1077 O B-Process +might 1078,1083 O O +not 1084,1087 O O +form 1088,1092 O O +a 1093,1094 O O +representation 1095,1109 O O +under 1110,1115 O O +some 1116,1120 O O +dual 1121,1125 O O +group 1126,1131 O O +just 1132,1136 O O +as 1137,1139 O O +the 1140,1143 O O +magnetic 1144,1152 O B-Process +monopole 1153,1161 O I-Process +and 1162,1165 O O +the 1166,1169 O O +photon 1170,1176 O B-Material +form 1177,1181 O O +a 1182,1183 O O +triplet 1184,1191 O O +under 1192,1197 O O +the 1198,1201 O O +dual 1202,1206 O O +group 1207,1212 O O +of 1213,1215 O O +Montonen 1216,1224 O O +and 1225,1228 O O +Olive 1229,1234 O O + +[ 1235,1236 O O +11 1236,1238 O O +] 1238,1239 O O +. 1239,1240 O O + + +-DOCSTART- (S0370269304007695) + +In 0,2 O O +summary 3,10 O O +, 10,11 O O +we 12,14 O O +have 15,19 O O +shown 20,25 O O +that 26,30 O O +one 31,34 O O +can 35,38 O O +describe 39,47 O B-Task +the 48,51 O I-Task +experimental 52,64 O I-Task +data 65,69 O I-Task +of 70,72 O I-Task +the 73,76 O I-Task +HERMES 77,83 O I-Task +Collaboration 84,97 O I-Task +for 98,101 O I-Task +hadron 102,108 O I-Task +attenuation 109,120 O I-Task +on 121,123 O I-Task +nuclei 124,130 O I-Task +without 131,138 O O +invoking 139,147 O O +any 148,151 O O +changes 152,159 O O +in 160,162 O O +the 163,166 O O +fragmentation 167,180 O B-Process +function 181,189 O I-Process +due 190,193 O O +to 194,196 O O +gluon 197,202 O B-Process +radiation 203,212 O I-Process +. 212,213 O O + +In 214,216 O O +our 217,220 O O +dynamical 221,230 O B-Task +studies 231,238 O I-Task +, 238,239 O O +that 240,244 O O +include 245,252 O O +the 253,256 O O +most 257,261 O O +relevant 262,270 O O +FSI 271,274 O B-Process +, 274,275 O O +we 276,278 O O +employ 279,285 O O +only 286,290 O O +the 291,294 O O +‘ 295,296 O B-Process +free’ 296,301 O I-Process +fragmentation 302,315 O I-Process +function 316,324 O I-Process +on 325,327 O O +a 328,329 O O +nucleon 330,337 O B-Material +and 338,341 O O +attribute 342,351 O O +the 352,355 O O +hadron 356,362 O B-Process +attenuation 363,374 O I-Process +to 375,377 O O +the 378,381 O O +deceleration 382,394 O O +of 395,397 O O +the 398,401 O O +produced 402,410 O B-Material +( 411,412 O I-Material +pre-)hadrons 412,424 O I-Material +due 425,428 O O +to 429,431 O O +FSI 432,435 O B-Process +in 436,438 O O +the 439,442 O O +surrounding 443,454 O B-Material +medium 455,461 O I-Material +. 461,462 O O + +We 463,465 O O +find 466,470 O O +that 471,475 O O +in 476,478 O O +particular 479,489 O O +the 490,493 O B-Process +z 494,495 O I-Process +- 495,496 O I-Process +dependence 496,506 O I-Process +of 507,509 O I-Process +RMh 510,513 O I-Process +is 514,516 O O +very 517,521 O O +sensitive 522,531 O O +to 532,534 O O +the 535,538 O O +interaction 539,550 O O +cross 551,556 O O +section 557,564 O O +of 565,567 O O +leading 568,575 O B-Material +prehadrons 576,586 O I-Material +and 587,590 O O +can 591,594 O O +be 595,597 O O +used 598,602 O O +to 603,605 O O +determine 606,615 O B-Task +σlead 616,621 O I-Task +. 621,622 O O + +The 623,626 O O +interaction 627,638 O B-Process +of 639,641 O I-Process +the 642,645 O I-Process +leading 646,653 O I-Process +prehadrons 654,664 O I-Process +during 665,671 O I-Process +the 672,675 O I-Process +formation 676,685 O I-Process +time 686,690 O I-Process +could 691,696 O O +be 697,699 O O +interpreted 700,711 O O +as 712,714 O O +an 715,717 O O +in 718,720 O B-Process +- 720,721 O I-Process +medium 721,727 O I-Process +change 728,734 O I-Process +of 735,737 O I-Process +the 738,741 O I-Process +fragmentation 742,755 O I-Process +function 756,764 O I-Process +, 764,765 O O +which 766,771 O O +however 772,779 O O +could 780,785 O O +not 786,789 O O +be 790,792 O O +given 793,798 O O +in 799,801 O O +a 802,803 O O +closed 804,810 O O +form 811,815 O O +. 815,816 O O + +The 817,820 O O +extracted 821,830 O O +average 831,838 O O +hadron 839,845 O B-Process +formation 846,855 O I-Process +times 856,861 O O +of 862,864 O O +τf≳0.3 865,871 O O +fm 872,874 O O +/ 874,875 O O +c 875,876 O O +are 877,880 O O +compatible 881,891 O O +with 892,896 O O +the 897,900 O O +analysis 901,909 O B-Task +of 910,912 O I-Task +antiproton 913,923 O I-Task +attenuation 924,935 O I-Task +in 936,938 O O +p+A 939,942 O B-Process +reactions 943,952 O I-Process +at 953,955 O O +AGS 956,959 O O +energies 960,968 O O +[ 969,970 O O +17 970,972 O O +] 972,973 O O +. 973,974 O O + +In 975,977 O O +an 978,980 O O +upcoming 981,989 O O +work 990,994 O O +we 995,997 O O +will 998,1002 O O +investigate 1003,1014 O O +in 1015,1017 O O +detail 1018,1024 O B-Task +the 1025,1028 O I-Task +spectra 1029,1036 O I-Task +for 1037,1040 O I-Task +different 1041,1050 O I-Task +particle 1051,1059 O I-Task +species 1060,1067 O I-Task +( 1068,1069 O I-Task +π±,K±,p 1069,1076 O I-Task +, 1076,1077 O I-Task +p̄ 1077,1079 O I-Task +) 1079,1080 O I-Task +to 1081,1083 O O +examine 1084,1091 O B-Task +, 1091,1092 O I-Task +if 1093,1095 O I-Task +the 1096,1099 O I-Task +formation 1100,1109 O I-Task +times 1110,1115 O I-Task +of 1116,1118 O I-Task +mesons 1119,1125 O I-Task +and 1126,1129 O I-Task +antibaryons 1130,1141 O I-Task +are 1142,1145 O I-Task +about 1146,1151 O I-Task +equal 1152,1157 O I-Task +. 1157,1158 O O + +In 1159,1161 O O +addition 1162,1170 O O +we 1171,1173 O O +will 1174,1178 O O +improve 1179,1186 O B-Task +our 1187,1190 O I-Task +model 1191,1196 O I-Task +to 1197,1199 O I-Task +describe 1200,1208 O I-Task +the 1209,1212 O I-Task +primary 1213,1220 O I-Task +photon 1221,1227 O I-Task +– 1227,1228 O I-Task +nucleon 1228,1235 O I-Task +reaction 1236,1244 O I-Task +below 1245,1250 O I-Task +the 1251,1254 O I-Task +PYTHIA 1255,1261 O I-Task +threshold 1262,1271 O I-Task +of 1272,1274 O I-Task +W⩾4 1275,1278 O I-Task +GeV. 1279,1283 O I-Task + + +-DOCSTART- (S0370269304007701) + +Solitons 0,8 O B-Material +present 9,16 O O +the 17,20 O O +possibility 21,32 O O +of 33,35 O O +extended 36,44 O O +objects 45,52 O O +as 53,55 O O +stable 56,62 O O +states 63,69 O O +within 70,76 O O +Quantum 77,84 O O +Field 85,90 O O +Theory 91,97 O O +. 97,98 O O + +Although 99,107 O O +these 108,113 O O +solutions 114,123 O O +are 124,127 O O +obtained 128,136 O O +from 137,141 O O +semi 142,146 O B-Process +- 146,147 O I-Process +classical 147,156 O I-Process +arguments 157,166 O I-Process +in 167,169 O I-Process +weak 170,174 O I-Process +coupling 175,183 O I-Process +limit 184,189 O I-Process +, 189,190 O O +their 191,196 O O +validity 197,205 O O +as 206,208 O O +quantal 209,216 O B-Task +states 217,223 O I-Task +is 224,226 O O +justified 227,236 O O +based 237,242 O O +on 243,245 O O +the 246,249 O O +associated 250,260 O B-Process +topological 261,272 O I-Process +conservation 273,285 O I-Process +laws 286,290 O I-Process +. 290,291 O O + +A 292,293 O O +more 294,298 O O +curious 299,306 O O +occurrence 307,317 O O +is 318,320 O O +that 321,325 O O +of 326,328 O O +fermionic 329,338 O B-Task +zero 339,343 O I-Task +- 343,344 O I-Task +energy 344,350 O I-Task +modes 351,356 O I-Task +trapped 357,364 O I-Task +on 365,367 O I-Task +such 368,372 O I-Task +solutions 373,382 O I-Task +. 382,383 O O + +Their 384,389 O O +presence 390,398 O O +requires 399,407 O O +, 407,408 O O +according 409,418 O O +to 419,421 O O +well 422,426 O O +- 426,427 O O +known 427,432 O O +arguments 433,442 O O +[ 443,444 O O +1,2 444,447 O O +] 447,448 O O +, 448,449 O O +an 450,452 O O +assignment 453,463 O B-Process +of 464,466 O I-Process +half 467,471 O I-Process +- 471,472 O I-Process +integer 472,479 O I-Process +fermion 480,487 O I-Process +number 488,494 O I-Process +to 495,497 O I-Process +the 498,501 O I-Process +solitonic 502,511 O I-Process +states 512,518 O I-Process +. 518,519 O O + +In 520,522 O O +the 523,526 O O +usual 527,532 O O +treatment 533,542 O O +, 542,543 O O +the 544,547 O B-Task +back 548,552 O I-Task +reaction 553,561 O I-Task +of 562,564 O I-Task +the 565,568 O I-Task +fermion 569,576 O I-Task +zero 577,581 O I-Task +- 581,582 O I-Task +modes 582,587 O I-Task +on 588,590 O I-Task +the 591,594 O I-Task +soliton 595,602 O I-Task +itself 603,609 O O +is 610,612 O O +ignored 613,620 O O +. 620,621 O O + +However 622,629 O O +, 629,630 O O +the 631,634 O O +fractional 635,645 O B-Task +values 646,652 O I-Task +of 653,655 O I-Task +the 656,659 O I-Task +fermionic 660,669 O I-Task +charge 670,676 O I-Task +have 677,681 O O +interesting 682,693 O O +consequence 694,705 O O +for 706,709 O O +the 710,713 O B-Task +fate 714,718 O I-Task +of 719,721 O I-Task +the 722,725 O I-Task +soliton 726,733 O I-Task +if 734,736 O O +the 737,740 O O +latter 741,747 O O +is 748,750 O O +not 751,754 O O +strictly 755,763 O O +stable 764,770 O O +. 770,771 O O + +The 772,775 O O +reason 776,782 O O +for 783,786 O O +this 787,791 O O +is 792,794 O O +that 795,799 O O +if 800,802 O O +the 803,806 O O +configuration 807,820 O O +were 821,825 O O +to 826,828 O O +relax 829,834 O O +to 835,837 O O +trivial 838,845 O O +vacuum 846,852 O B-Material +in 853,855 O O +isolation 856,865 O O +, 865,866 O O +there 867,872 O O +is 873,875 O O +no 876,878 O O +particle 879,887 O O +- 887,888 O O +like 888,892 O O +state 893,898 O O +available 899,908 O O +for 909,912 O O +carrying 913,921 O B-Task +the 922,925 O I-Task +fractional 926,936 O I-Task +value 937,942 O I-Task +of 943,945 O I-Task +the 946,949 O I-Task +fermionic 950,959 O I-Task +charge 960,966 O I-Task +. 966,967 O O + +Dynamical 968,977 O B-Task +stability 978,987 O I-Task +of 988,990 O I-Task +such 991,995 O I-Task +objects 996,1003 O I-Task +was 1004,1007 O O +pointed 1008,1015 O O +out 1016,1019 O O +in 1020,1022 O O +[ 1023,1024 O O +3 1024,1025 O O +] 1025,1026 O O +, 1026,1027 O O +in 1028,1030 O O +cosmological 1031,1043 O O +context 1044,1051 O O +in 1052,1054 O O +[ 1055,1056 O O +4,5 1056,1059 O O +] 1059,1060 O O +and 1061,1064 O O +more 1065,1069 O O +recently 1070,1078 O O +in 1079,1081 O O +[ 1082,1083 O O +6–8 1083,1086 O O +] 1086,1087 O O +. 1087,1088 O O + +Fractional 1089,1099 O O +fermion 1100,1107 O O +number 1108,1114 O O +phenomenon 1115,1125 O O +also 1126,1130 O O +occurs 1131,1137 O O +in 1138,1140 O O +condensed 1141,1150 O B-Material +matter 1151,1157 O I-Material +systems 1158,1165 O I-Material +and 1166,1169 O O +its 1170,1173 O O +wide 1174,1178 O O +ranging 1179,1186 O O +implications 1187,1199 O O +call 1200,1204 O O +for 1205,1208 O O +a 1209,1210 O O +systematic 1211,1221 O B-Task +understanding 1222,1235 O I-Task +of 1236,1238 O I-Task +the 1239,1242 O I-Task +phenomenon 1243,1253 O I-Task +. 1253,1254 O O + + +-DOCSTART- (S0370269304007749) + +The 0,3 O O +charmonium 4,14 O B-Process +production 15,25 O I-Process +has 26,29 O O +long 30,34 O O +been 35,39 O O +considered 40,50 O O +as 51,53 O O +a 54,55 O O +good 56,60 O O +process 61,68 O O +for 69,72 O O +investigating 73,86 O B-Task +both 87,91 O I-Task +perturbative 92,104 O I-Task +and 105,108 O I-Task +nonperturbative 109,124 O I-Task +properties 125,135 O I-Task +of 136,138 O I-Task +quantum 139,146 O I-Task +chromodynamics 147,161 O I-Task +( 162,163 O I-Task +QCD 163,166 O I-Task +) 166,167 O O +, 167,168 O O +because 169,176 O O +of 177,179 O O +the 180,183 O O +relatively 184,194 O O +large 195,200 O O +difference 201,211 O O +between 212,219 O O +the 220,223 O O +scale 224,229 O O +at 230,232 O O +which 233,238 O O +the 239,242 O O +charm 243,248 O O +– 248,249 O O +quark 249,254 O O +pair 255,259 O O +is 260,262 O O +produced 263,271 O O +at 272,274 O O +the 275,278 O O +parton 279,285 O O +level 286,291 O O +and 292,295 O O +the 296,299 O O +scale 300,305 O O +at 306,308 O O +which 309,314 O O +it 315,317 O O +evolves 318,325 O O +into 326,330 O O +a 331,332 O O +quarkonium 333,343 O O +. 343,344 O O + +In 345,347 O O +particular 348,358 O O +, 358,359 O O +comparing 360,369 O O +to 370,372 O O +hadron 373,379 O O +colliders 380,389 O O +, 389,390 O O +e+e− 391,395 O B-Material +colliders 396,405 O I-Material +, 405,406 O O +provide 407,414 O O +a 415,416 O O +cleaner 417,424 O O +environment 425,436 O O +to 437,439 O O +study 440,445 O B-Task +the 446,449 O I-Task +charmonium 450,460 O I-Task +productions 461,472 O I-Task +and 473,476 O I-Task +decays 477,483 O I-Task +. 483,484 O O + +However 485,492 O O +, 492,493 O O +some 494,498 O O +puzzles 499,506 O O +arise 507,512 O O +from 513,517 O O +the 518,521 O O +recent 522,528 O B-Process +measurements 529,541 O I-Process +on 542,544 O I-Process +the 545,548 O I-Process +prompt 549,555 O I-Process +J/ψ 556,559 O I-Process +productions 560,571 O O +at 572,574 O O +BaBar 575,580 O B-Process +and 581,584 O O +Belle 585,590 O B-Process + +[ 591,592 O O +1–3 592,595 O O +] 595,596 O O +. 596,597 O O + +For 598,601 O O +the 602,605 O O +inclusive 606,615 O B-Task +J/ψ 616,619 O I-Task +productions 620,631 O I-Task +, 631,632 O O +the 633,636 O O +cross 637,642 O O +section 643,650 O O +is 651,653 O O +much 654,658 O O +larger 659,665 O O +than 666,670 O O +the 671,674 O O +predictions 675,686 O O +of 687,689 O O +nonrelativistic 690,705 O B-Process +quantum 706,713 O I-Process +chromodynamics 714,728 O I-Process +( 729,730 O O +NRQCD 730,735 O B-Process +) 735,736 O O +[ 737,738 O O +4 738,739 O O +] 739,740 O O +; 740,741 O O +there 742,747 O O +is 748,750 O O +also 751,755 O O +an 756,758 O O +over 759,763 O O +- 763,764 O O +abundance 764,773 O O +of 774,776 O O +the 777,780 O O +four 781,785 O B-Process +- 785,786 O I-Process +charm 786,791 O I-Process +– 791,792 O I-Process +quark 792,797 O I-Process +processes 798,807 O I-Process +including 808,817 O O +the 818,821 O O +exclusive 822,831 O B-Process +J/ψ 832,835 O I-Process +and 836,839 O I-Process +charmonium 840,850 O I-Process +productions 851,862 O I-Process +; 862,863 O O +there 864,869 O O +is 870,872 O O +no 873,875 O O +apparent 876,884 O O +signal 885,891 O O +in 892,894 O O +the 895,898 O O +hard 899,903 O O +J/ψ 904,907 O O +spectrum 908,916 O O +which 917,922 O O +has 923,926 O O +been 927,931 O O +predicted 932,941 O O +by 942,944 O O +the 945,948 O O +J/ψgg 949,954 O B-Process +production 955,965 O I-Process +mode 966,970 O I-Process +as 971,973 O O +well 974,978 O O +as 979,981 O O +the 982,985 O O +color 986,991 O B-Process +- 991,992 O I-Process +octet 992,997 O I-Process +mechanism 998,1007 O I-Process +in 1008,1010 O I-Process +NRQCD 1011,1016 O I-Process +. 1016,1017 O O + +To 1018,1020 O O +provide 1021,1028 O O +plausible 1029,1038 O O +solutions 1039,1048 O O +and 1049,1052 O O +explanations 1053,1065 O O +for 1066,1069 O O +these 1070,1075 O O +conflicts 1076,1085 O O +, 1085,1086 O O +theorists 1087,1096 O O +have 1097,1101 O O +studied 1102,1109 O O +the 1110,1113 O O +possibilities 1114,1127 O B-Task +of 1128,1130 O I-Task +the 1131,1134 O I-Task +contribution 1135,1147 O I-Task +from 1148,1152 O I-Task +two 1153,1156 O I-Task +- 1156,1157 O I-Task +virtual 1157,1164 O I-Task +- 1164,1165 O I-Task +photon 1165,1171 O I-Task +mediate 1172,1179 O I-Task +processes 1180,1189 O I-Task +[ 1190,1191 O O +5 1191,1192 O O +] 1192,1193 O O +, 1193,1194 O O +large 1195,1200 O B-Task +higher 1201,1207 O I-Task +- 1207,1208 O I-Task +order 1208,1213 O I-Task +QCD 1214,1217 O I-Task +corrections 1218,1229 O I-Task +[ 1230,1231 O O +6,7 1231,1234 O O +] 1234,1235 O O +, 1235,1236 O O +collinear 1237,1246 O B-Task +suppression 1247,1258 O I-Task +at 1259,1261 O I-Task +the 1262,1265 O I-Task +end 1266,1269 O I-Task +- 1269,1270 O I-Task +point 1270,1275 O I-Task +region 1276,1282 O I-Task +of 1283,1285 O I-Task +the 1286,1289 O I-Task +J/ψ 1290,1293 O I-Task +momentum 1294,1302 O I-Task +[ 1303,1304 O O +7,8 1304,1307 O O +] 1307,1308 O O +, 1308,1309 O O +contribution 1310,1322 O B-Task +from 1323,1327 O I-Task +the 1328,1331 O I-Task +J/ψ-glueball 1332,1344 O I-Task +associated 1345,1355 O I-Task +production 1356,1366 O I-Task +[ 1367,1368 O O +9 1368,1369 O O +] 1369,1370 O O +and 1371,1374 O O +contribution 1375,1387 O B-Task +from 1388,1392 O I-Task +a 1393,1394 O I-Task +very 1395,1399 O I-Task +light 1400,1405 O I-Task +scalar 1406,1412 O I-Task +boson 1413,1418 O I-Task +[ 1419,1420 O O +10 1420,1422 O O +] 1422,1423 O O +. 1423,1424 O O + + +-DOCSTART- (S0370269304007798) + +States 0,6 O O +outside 7,14 O O +the 15,18 O O +constituent 19,30 O O +quark 31,36 O O +model 37,42 O O +have 43,47 O O +been 48,52 O O +hypothesized 53,65 O O +to 66,68 O O +exist 69,74 O O +almost 75,81 O O +since 82,87 O O +the 88,91 O O +introduction 92,104 O O +of 105,107 O O +color 108,113 O O +[ 114,115 O O +1–4 115,118 O O +] 118,119 O O +. 119,120 O O + +Hybrid 121,127 O B-Material +mesons 128,134 O I-Material +, 134,135 O O +qq̄ 136,139 O O +states 140,146 O O +with 147,151 O O +an 152,154 O O +admixture 155,164 O O +of 165,167 O O +gluons 168,174 O B-Material +, 174,175 O O +and 176,179 O O +glueballs 180,189 O B-Material +, 189,190 O O +states 191,197 O O +with 198,202 O O +no 203,205 O O +quark 206,211 O B-Material +content 212,219 O O +, 219,220 O O +rely 221,225 O O +on 226,228 O O +the 229,232 O O +self 233,237 O O +interaction 238,249 O O +property 250,258 O O +of 259,261 O O +gluons 262,268 O B-Material +due 269,272 O O +to 273,275 O O +their 276,281 O O +color 282,287 O B-Process +charge 288,294 O I-Process +. 294,295 O O + +Looking 296,303 O B-Process +for 304,307 O I-Process +glueballs 308,317 O I-Process +would 318,323 O O +be 324,326 O O +the 327,330 O O +most 331,335 O O +obvious 336,343 O O +way 344,347 O O +to 348,350 O O +find 351,355 O B-Task +evidence 356,364 O I-Task +for 365,368 O I-Task +states 369,375 O I-Task +with 376,380 O I-Task +constituent 381,392 O I-Task +gluons 393,399 O I-Task +; 399,400 O O +however 401,408 O O +, 408,409 O O +the 410,413 O O +search 414,420 O O +is 421,423 O O +hindered 424,432 O O +by 433,435 O O +the 436,439 O O +fact 440,444 O O +that 445,449 O O +these 450,455 O O +states 456,462 O O +may 463,466 O O +significantly 467,480 O O +mix 481,484 O O +with 485,489 O O +regular 490,497 O O +qq̄-mesons 498,508 O B-Material +in 509,511 O O +the 512,515 O O +region 516,522 O O +where 523,528 O O +the 529,532 O O +lightest 533,541 O O +are 542,545 O O +predicted 546,555 O O +to 556,558 O O +occur 559,564 O O +. 564,565 O O + +As 566,568 O O +such 569,573 O O +, 573,574 O O +they 575,579 O O +may 580,583 O O +not 584,587 O O +be 588,590 O O +observable 591,601 O O +as 602,604 O O +pure 605,609 O O +states 610,616 O O +and 617,620 O O +disentangling 621,634 O B-Task +the 635,638 O I-Task +observed 639,647 O I-Task +spectra 648,655 O I-Task +may 656,659 O O +be 660,662 O O +a 663,664 O O +very 665,669 O O +difficult 670,679 O O +task 680,684 O O +. 684,685 O O + +Instead 686,693 O O +, 693,694 O O +hybrid 695,701 O B-Material +mesons 702,708 O I-Material +( 709,710 O O +qq̄gn 710,715 O B-Material +) 715,716 O O +may 717,720 O O +be 721,723 O O +a 724,725 O O +better 726,732 O O +place 733,738 O O +to 739,741 O O +search 742,748 O O +for 749,752 O O +evidence 753,761 O O +of 762,764 O O +resonances 765,775 O B-Task +outside 776,783 O I-Task +the 784,787 O I-Task +constituent 788,799 O I-Task +quark 800,805 O I-Task +model 806,811 O I-Task +, 811,812 O O +especially 813,823 O O +since 824,829 O O +the 830,833 O O +lightest 834,842 O O +of 843,845 O O +theses 846,852 O O +states 853,859 O O +are 860,863 O O +predicted 864,873 O O +to 874,876 O O +have 877,881 O O +exotic 882,888 O O +quantum 889,896 O O +numbers 897,904 O O +of 905,907 O O +spin 908,912 O O +, 912,913 O O +parity 914,920 O O +, 920,921 O O +and 922,925 O O +charge 926,932 O O +conjugation 933,944 O O +, 944,945 O O +JPC 946,949 O B-Process +, 949,950 O O +that 951,955 O O +is 956,958 O O +, 958,959 O O +combinations 960,972 O O +that 973,977 O O +are 978,981 O O +unattainable 982,994 O O +by 995,997 O O +regular 998,1005 O O +qq̄-mesons 1006,1016 O B-Material +. 1016,1017 O O + + +-DOCSTART- (S0370269304008305) + +Correlation 0,11 O B-Task +of 12,14 O I-Task +charm 15,20 O I-Task +- 20,21 O I-Task +quark 21,26 O I-Task +– 26,27 O I-Task +charm 27,32 O I-Task +- 32,33 O I-Task +antiquark 33,42 O I-Task +in 43,45 O I-Task +γp 46,48 O I-Task +scattering 49,59 O I-Task +are 60,63 O O +calculated 64,74 O O +in 75,77 O O +the 78,81 O O +kt 82,84 O B-Process +- 84,85 O I-Process +factorization 85,98 O I-Process +approach 99,107 O I-Process +. 107,108 O O + +We 109,111 O O +apply 112,117 O O +different 118,127 O O +unintegrated 128,140 O B-Process +gluon 141,146 O I-Process +distributions 147,160 O I-Process +( 161,162 O O +uGDF 162,166 O B-Process +) 166,167 O O +used 168,172 O O +in 173,175 O O +the 176,179 O O +literature 180,190 O O +. 190,191 O O + +The 192,195 O O +results 196,203 O O +of 204,206 O O +our 207,210 O O +calculations 211,223 O O +are 224,227 O O +compared 228,236 O O +with 237,241 O O +very 242,246 O O +recent 247,253 O O +experimental 254,266 O O +results 267,274 O O +from 275,279 O O +the 280,283 O O +FOCUS 284,289 O O +Collaboration 290,303 O O +. 303,304 O O + +The 305,308 O O +CCFM 309,313 O B-Material +uGDF 314,318 O I-Material +developed 319,328 O O +recently 329,337 O O +by 338,340 O O +Kwieciński 341,351 O O +et 352,354 O O +al 355,357 O O +. 357,358 O O + +gives 359,364 O O +a 365,366 O O +good 367,371 O O +description 372,383 O O +of 384,386 O O +the 387,390 O O +data 391,395 O O +. 395,396 O O + +New 397,400 O O +observables 401,412 O O +are 413,416 O O +suggested 417,426 O O +for 427,430 O O +future 431,437 O O +studies 438,445 O O +. 445,446 O O + +Predictions 447,458 O O +and 459,462 O O +perspectives 463,475 O O +for 476,479 O O +the 480,483 O O +HERA 484,488 O B-Task +energies 489,497 O I-Task +are 498,501 O O +presented 502,511 O O +. 511,512 O O + + +-DOCSTART- (S0370269304008706) + +The 0,3 O O +agreement 4,13 O B-Process +between 14,21 O I-Process +the 22,25 O I-Process +new 26,29 O I-Process +data 30,34 O I-Process +and 35,38 O I-Process +the 39,42 O I-Process +calculations 43,55 O I-Process +with 56,60 O I-Process +the 61,64 O I-Process +relativistic 65,77 O I-Process +deuteron 78,86 O I-Process +wave 87,91 O I-Process +function 92,100 O I-Process +should 101,107 O O +not 108,111 O O +be 112,114 O O +considered 115,125 O O +as 126,128 O O +accidental 129,139 O O +one 140,143 O O +; 143,144 O O +in 145,147 O O +this 148,152 O O +connection 153,163 O O +other 164,169 O O +results 170,177 O O +should 178,184 O O +be 185,187 O O +mentioned 188,197 O O +. 197,198 O O + +Previously 199,209 O O +it 210,212 O O +was 213,216 O O +shown 217,222 O O +[ 223,224 O O +15 224,226 O O +] 226,227 O O +that 228,232 O O +calculations 233,245 O B-Process +within 246,252 O I-Process +the 253,256 O I-Process +framework 257,266 O I-Process +of 267,269 O I-Process +light 270,275 O I-Process +- 275,276 O I-Process +front 276,281 O I-Process +dynamics 282,290 O I-Process +with 291,295 O I-Process +Karmanov 296,304 O I-Process +'s 304,306 O I-Process +deuteron 307,315 O I-Process +wave 316,320 O I-Process +function 321,329 O I-Process +are 330,333 O O +in 334,336 O O +reasonably 337,347 O O +good 348,352 O O +agreement 353,362 O O +with 363,367 O O +the 368,371 O O +experimental 372,384 O O +data 385,389 O O +on 390,392 O O +the 393,396 O O +T20 397,400 O B-Process +parameter 401,410 O I-Process +of 411,413 O I-Process +deuteron 414,422 O I-Process +breakup 423,430 O I-Process +on 431,433 O I-Process +H 434,435 O I-Process +and 436,439 O I-Process +C 440,441 O I-Process +targets 442,449 O I-Process +with 450,454 O O +the 455,458 O O +emission 459,467 O B-Process +of 468,470 O I-Process +protons 471,478 O I-Process +at 479,481 O I-Process +0 482,483 O I-Process +° 483,484 O I-Process +in 485,487 O I-Process +the 488,491 O I-Process +k 492,493 O I-Process +region 494,500 O I-Process +from 501,505 O I-Process +0.4 506,509 O I-Process +to 510,512 O I-Process +0.8 513,516 O I-Process +GeV 517,520 O I-Process +/ 520,521 O I-Process +c 521,522 O I-Process +. 522,523 O O + +Furthermore 524,535 O O +, 535,536 O O +within 537,543 O O +the 544,547 O O +same 548,552 O O +approach 553,561 O O +a 562,563 O O +qualitative 564,575 O B-Task +description 576,587 O I-Task +of 588,590 O I-Task +the 591,594 O I-Task +momentum 595,603 O I-Task +behaviour 604,613 O I-Task +of 614,616 O I-Task +the 617,620 O I-Task +Ayy 621,624 O I-Task +parameter 625,634 O I-Task +of 635,637 O I-Task +the 638,641 O I-Task +9Be(d 642,647 O I-Task +, 647,648 O I-Task +p)X 648,651 O I-Task +reaction 652,660 O I-Task +at 661,663 O O +a 664,665 O O +deuteron 666,674 O B-Process +momentum 675,683 O I-Process +of 684,686 O O +4.5 687,690 O O +GeV 691,694 O O +/ 694,695 O O +c 695,696 O O +and 697,700 O O +a 701,702 O O +detected 703,711 O O +proton 712,718 O O +angle 719,724 O O +of 725,727 O O +80 728,730 O O +mr 731,733 O O +and 734,737 O O +a 738,739 O O +rather 740,746 O O +good 747,751 O O +description 752,763 O O +of 764,766 O O +the 767,770 O O +Ayy 771,774 O B-Material +data 775,779 O I-Material +for 780,783 O O +the 784,787 O O +12C(d 788,793 O B-Process +, 793,794 O I-Process +p)X 794,797 O I-Process +reaction 798,806 O I-Process +at 807,809 O O +9 810,811 O O +GeV 812,815 O O +/ 815,816 O O + +c 816,817 O O +and 818,821 O O +85 822,824 O O +mr 825,827 O O +were 828,832 O O +obtained 833,841 O O +[ 842,843 O O +16 843,845 O O +] 845,846 O O +. 846,847 O O + + +-DOCSTART- (S0370269304008731) + +A 0,1 O O +scenario 2,10 O O +is 11,13 O O +proposed 14,22 O O +for 23,26 O O +bi 27,29 O B-Task +- 29,30 O I-Task +large 30,35 O I-Task +lepton 36,42 O I-Task +mixing 43,49 O I-Task +in 50,52 O O +the 53,56 O O +framework 57,66 O O +of 67,69 O O +nearly 70,76 O O +threefold 77,86 O O +degenerate 87,97 O B-Material +Majorana 98,106 O I-Material +neutrinos 107,116 O I-Material +. 116,117 O O + +In 118,120 O O +our 121,124 O O +proposal 125,133 O O +, 133,134 O O +we 135,137 O O +impose 138,144 O O +Z3 145,147 O O +symmetry 148,156 O O +in 157,159 O O +the 160,163 O O +neutrino 164,172 O B-Material +sector 173,179 O I-Material +at 180,182 O O +a 183,184 O O +high 185,189 O O +energy 190,196 O O +scale 197,202 O O +to 203,205 O O +account 206,213 O O +for 214,217 O O +the 218,221 O O +threefold 222,231 O O +degenerate 232,242 O B-Material +neutrinos 243,252 O I-Material +and 253,256 O O +the 257,260 O O +maximal 261,268 O O +mixing 269,275 O O +between 276,283 O O +νμ 284,286 O O +and 287,290 O O +ντ. 291,294 O O + +In 295,297 O O +order 298,303 O O +to 304,306 O O +obtain 307,313 O O +the 314,317 O O +atmospheric 318,329 O B-Task +neutrino 330,338 O I-Task +mass 339,343 O I-Task +splitting 344,353 O I-Task +while 354,359 O I-Task +keeping 360,367 O I-Task +the 368,371 O I-Task +maximal 372,379 O I-Task +mixing 380,386 O I-Task +between 387,394 O I-Task +νμ 395,397 O I-Task +and 398,401 O I-Task +ντ 402,404 O I-Task +, 404,405 O O +we 406,408 O O +introduce 409,418 O B-Process +a 419,420 O I-Process +small 421,426 O I-Process +perturbation 427,439 O I-Process +to 440,442 O I-Process +the 443,446 O I-Process +neutrino 447,455 O I-Process +mass 456,460 O I-Process +matrix 461,467 O I-Process +without 468,475 O I-Process +breaking 476,484 O I-Process +Z3 485,487 O I-Process +symmetry 488,496 O I-Process +. 496,497 O O + +On 498,500 O O +the 501,504 O O +other 505,510 O O +hand 511,515 O O +, 515,516 O O +the 517,520 O O +solar 521,526 O B-Process +neutrino 527,535 O I-Process +mixing 536,542 O I-Process +arises 543,549 O O +due 550,553 O O +to 554,556 O O +the 557,560 O O +non 561,564 O B-Material +- 564,565 O I-Material +diagonal 565,573 O I-Material +charged 574,581 O I-Material +lepton 582,588 O I-Material +mass 589,593 O I-Material +matrix 594,600 O I-Material +, 600,601 O O +and 602,605 O O +the 606,609 O O +desirable 610,619 O O +large 620,625 O B-Task +mixing 626,632 O I-Task +and 633,636 O I-Task +mass 637,641 O I-Task +splitting 642,651 O I-Task +for 652,655 O I-Task +the 656,659 O I-Task +solar 660,665 O I-Task +neutrino 666,674 O I-Task +oscillation 675,686 O I-Task +can 687,690 O O +be 691,693 O O +obtained 694,702 O O +by 703,705 O O +radiative 706,715 O B-Process +corrections 716,727 O I-Process +. 727,728 O O + + +-DOCSTART- (S0370269304008780) + +In 0,2 O O +the 3,6 O O +NJL 7,10 O B-Task +model 11,16 O I-Task +studied 17,24 O I-Task +here 25,29 O O +, 29,30 O O +we 31,33 O O +find 34,38 O O +no 39,41 O O +stable 42,48 O B-Material +stars 49,54 O I-Material +with 55,59 O O +either 60,66 O O +CFL 67,70 O B-Material +or 71,73 O I-Material +normal 74,80 O I-Material +quark 81,86 O I-Material +matter 87,93 O I-Material +cores 94,99 O I-Material +. 99,100 O O + +This 101,105 O O +is 106,108 O O +the 109,112 O O +opposite 113,121 O O +of 122,124 O O +the 125,128 O O +prediction 129,139 O O +of 140,142 O O +Ref 143,146 O O +. 146,147 O O + +[ 148,149 O O +15 149,151 O O +] 151,152 O O +where 153,158 O O +it 159,161 O O +was 162,165 O O +argued 166,172 O O +that 173,177 O O +there 178,183 O O +is 184,186 O O +no 187,189 O O +2SC 190,193 O O +phase 194,199 O O +in 200,202 O O +compact 203,210 O B-Material +stars 211,216 O I-Material +. 216,217 O O + +Let 218,221 O O +us 222,224 O O +be 225,227 O O +more 228,232 O O +precise 233,240 O O +: 240,241 O O +performing 242,252 O O +a 253,254 O O +Taylor 255,261 O B-Process +expansion 262,271 O I-Process +in 272,274 O O +the 275,278 O O +strange 279,286 O B-Material +quark 287,292 O I-Material +mass 293,297 O I-Material +, 297,298 O O +the 299,302 O O +authors 303,310 O O +of 311,313 O O +Ref 314,317 O O +. 317,318 O O + +[ 319,320 O O +15 320,322 O O +] 322,323 O O +found 324,329 O O +that 330,334 O O +in 335,337 O O +beta 338,342 O B-Material +- 342,343 O I-Material +equilibrated 343,355 O I-Material +electrically 356,368 O I-Material +and 369,372 O O +color 373,378 O B-Material +neutral 379,386 O I-Material +quark 387,392 O I-Material +matter 393,399 O I-Material +the 400,403 O O +2SC 404,407 O B-Process +phase 408,413 O I-Process +is 414,416 O O +always 417,423 O O +less 424,428 O O +favored 429,436 O O +than 437,441 O O +the 442,445 O O +CFL 446,449 O B-Process +phase 450,455 O I-Process +or 456,458 O O +normal 459,465 O B-Material +quark 466,471 O I-Material +matter 472,478 O I-Material +. 478,479 O O + +From 480,484 O O +this 485,489 O O +observation 490,501 O O +they 502,506 O O +concluded 507,516 O O +that 517,521 O O +the 522,525 O O +2SC 526,529 O B-Process +phase 530,535 O I-Process +is 536,538 O O +absent 539,545 O O +in 546,548 O O +compact 549,556 O B-Material +stars 557,562 O I-Material +. 562,563 O O + +In 564,566 O O +contrast 567,575 O O +to 576,578 O O +this 579,583 O O +result 584,590 O O +, 590,591 O O +it 592,594 O O +was 595,598 O O +shown 599,604 O O +in 605,607 O O +Ref 608,611 O O +. 611,612 O O + +[ 613,614 O O +16 614,616 O O +] 616,617 O O +in 618,620 O O +the 621,624 O O +framework 625,634 O O +of 635,637 O O +the 638,641 O O +NJL 642,645 O B-Process +model 646,651 O I-Process +that 652,656 O O +neutral 657,664 O B-Material +2SC 665,668 O I-Material +matter 669,675 O I-Material +could 676,681 O O +be 682,684 O O +the 685,688 O O +most 689,693 O O +favored 694,701 O O +quark 702,707 O B-Process +phase 708,713 O I-Process +in 714,716 O O +a 717,718 O O +certain 719,726 O O +regime 727,733 O O +. 733,734 O O + +However 735,742 O O +, 742,743 O O +the 744,747 O O +authors 748,755 O O +argued 756,762 O O +that 763,767 O O +this 768,772 O O +interval 773,781 O O +might 782,787 O O +disappear 788,797 O O +if 798,800 O O +the 801,804 O O +hadronic 805,813 O B-Process +phase 814,819 O I-Process +is 820,822 O O +included 823,831 O O +more 832,836 O O +properly 837,845 O O +. 845,846 O O + +This 847,851 O O +is 852,854 O O +indeed 855,861 O O +what 862,866 O O +we 867,869 O O +found 870,875 O O +for 876,879 O O +parameter 880,889 O O +set 890,893 O O +RKH 894,897 O O +, 897,898 O O +while 899,904 O O +for 905,908 O O +parameter 909,918 O O +set 919,922 O O +HK 923,925 O O +the 926,929 O O +2SC 930,933 O O +phase 934,939 O O +survives 940,948 O O +only 949,953 O O +in 954,956 O O +a 957,958 O O +tiny 959,963 O O +window 964,970 O O +. 970,971 O O + +Nevertheless 972,984 O O +, 984,985 O O +if 986,988 O O +Nature 989,995 O O +chooses 996,1003 O O +to 1004,1006 O O +be 1007,1009 O O +similar 1010,1017 O O +to 1018,1020 O O +this 1021,1025 O O +equation 1026,1034 O O +of 1035,1037 O O +state 1038,1043 O O +, 1043,1044 O O +it 1045,1047 O O +will 1048,1052 O O +be 1053,1055 O O +this 1056,1060 O O +tiny 1061,1065 O O +window 1066,1072 O O +which 1073,1078 O O +gives 1079,1084 O O +rise 1085,1089 O O +to 1090,1092 O O +hybrid 1093,1099 O B-Material +stars 1100,1105 O I-Material +, 1105,1106 O O +whereas 1107,1114 O O +the 1115,1118 O O +CFL 1119,1122 O B-Process +phase 1123,1128 O I-Process +would 1129,1134 O O +be 1135,1137 O O +never 1138,1143 O O +present 1144,1151 O O +in 1152,1154 O O +compact 1155,1162 O B-Material +stars 1163,1168 O I-Material +. 1168,1169 O O + + +-DOCSTART- (S0370269304008792) + +We 0,2 O O +investigate 3,14 O B-Task +the 15,18 O I-Task +density 19,26 O I-Task +behavior 27,35 O I-Task +of 36,38 O I-Task +the 39,42 O I-Task +symmetry 43,51 O I-Task +energy 52,58 O I-Task +with 59,63 O I-Task +respect 64,71 O I-Task +to 72,74 O I-Task +isospin 75,82 O I-Task +equilibration 83,96 O I-Task +in 97,99 O O +the 100,103 O O +combined 104,112 O B-Process +systems 113,120 O I-Process +Ru(Zr)+Zr(Ru 121,133 O B-Process +) 133,134 O I-Process +at 135,137 O O +relativistic 138,150 O B-Process +energies 151,159 O I-Process +of 160,162 O O +0.4 163,166 O O +and 167,170 O O +1.528A 171,177 O O +GeV. 178,182 O O + +The 183,186 O O +study 187,192 O B-Task +is 193,195 O O +performed 196,205 O O +within 206,212 O O +a 213,214 O O +relativistic 215,227 O B-Process +framework 228,237 O I-Process +and 238,241 O O +the 242,245 O O +contribution 246,258 O B-Process +of 259,261 O I-Process +the 262,265 O I-Process +iso 266,269 O I-Process +- 269,270 O I-Process +vector 270,276 O I-Process +, 276,277 O O +scalar 278,284 O B-Task +δ 285,286 O I-Task +field 287,292 O I-Task +to 293,295 O I-Task +the 296,299 O I-Task +symmetry 300,308 O I-Task +energy 309,315 O I-Task +and 316,319 O I-Task +the 320,323 O I-Task +isospin 324,331 O I-Task +dynamics 332,340 O I-Task +is 341,343 O I-Task +particularly 344,356 O I-Task +explored 357,365 O I-Task +. 365,366 O O + +We 367,369 O O +find 370,374 O O +that 375,379 O O +the 380,383 O O +isospin 384,391 O B-Task +mixing 392,398 O I-Task +depends 399,406 O O +on 407,409 O O +the 410,413 O O +symmetry 414,422 O O +energy 423,429 O O +and 430,433 O O +a 434,435 O O +stiffer 436,443 O O +behavior 444,452 O O +leads 453,458 O O +to 459,461 O O +more 462,466 O O +transparency 467,479 O O +. 479,480 O O + +The 481,484 O O +results 485,492 O O +are 493,496 O O +also 497,501 O O +nicely 502,508 O O +sensitive 509,518 O O +to 519,521 O O +the 522,525 O O +“ 526,527 O O +fine 527,531 O O +structure 532,541 O O +” 541,542 O O +of 543,545 O O +the 546,549 O O +symmetry 550,558 O O +energy 559,565 O O +, 565,566 O O +i.e. 567,571 O O +, 571,572 O O +to 573,575 O O +the 576,579 O O +covariant 580,589 O O +properties 590,600 O O +of 601,603 O O +the 604,607 O O +isovector 608,617 O B-Material +meson 618,623 O I-Material +fields 624,630 O I-Material +. 630,631 O O + +The 631,634 O O +isospin 635,642 O O +tracing 643,650 O O +appears 651,658 O O +much 659,663 O O +less 664,668 O O +dependent 669,678 O O +on 679,681 O O +the 682,685 O O +in 686,688 O O +medium 689,695 O O +neutron 696,703 O O +– 703,704 O O + +proton 704,710 O O +cross 711,716 O O +sections 717,725 O O +( 726,727 O O +σnp 727,730 O B-Process +) 730,731 O O +and 732,735 O O +this 736,740 O O +makes 741,746 O O +such 747,751 O O +observable 752,762 O O +very 763,767 O O +peculiar 768,776 O O +for 777,780 O O +the 781,784 O O +study 785,790 O B-Task +of 791,793 O I-Task +the 794,797 O I-Task +isovector 798,807 O I-Task +part 808,812 O I-Task +of 813,815 O I-Task +the 816,819 O I-Task +nuclear 820,827 O I-Task +equation 828,836 O I-Task +of 837,839 O I-Task +state 840,845 O I-Task +. 845,846 O O + +Within 846,852 O O +such 853,857 O O +a 858,859 O O +framework 860,869 O O +, 869,870 O O +comparisons 871,882 O B-Process +with 883,887 O I-Process +experiments 888,899 O I-Process +support 900,907 O O +the 908,911 O O +introduction 912,924 O B-Process +of 925,927 O I-Process +the 928,931 O I-Process +δ 932,933 O I-Process +meson 934,939 O I-Process +in 940,942 O I-Process +the 943,946 O I-Process +description 947,958 O I-Process +of 959,961 O I-Process +the 962,965 O I-Process +iso 966,969 O I-Process +- 969,970 O I-Process +vector 970,976 O I-Process +equation 977,985 O I-Process +of 986,988 O I-Process +state 989,994 O I-Process +. 994,995 O O + + +-DOCSTART- (S0370269304008809) + +The 0,3 O O +most 4,8 O O +ambitious 9,18 O O +goal 19,23 O O +may 24,27 O O +be 28,30 O O +stated 31,37 O O +as 38,40 O O +the 41,44 O O +one 45,48 O O +of 49,51 O O +detecting 52,61 O B-Task +the 62,65 O I-Task +location 66,74 O I-Task +of 75,77 O I-Task +, 77,78 O I-Task +say 79,82 O I-Task +, 82,83 O I-Task +one 84,87 O I-Task +missing 88,95 O I-Task +level 96,101 O I-Task +on 102,104 O I-Task +an 105,107 O I-Task +otherwise 108,117 O I-Task +complete 118,126 O I-Task +sequence 127,135 O I-Task +. 135,136 O O + +Dyson 137,142 O O +, 142,143 O O +in 144,146 O O +a 147,148 O O +recent 149,155 O O +review 156,162 O O +[ 163,164 O O +7 164,165 O O +] 165,166 O O +, 166,167 O O +uses 168,172 O O +information 173,184 O B-Process +theory 185,191 O I-Process +concepts 192,200 O I-Process +and 201,204 O O +argues 205,211 O O +that 212,216 O O +correlations 217,229 O B-Process +in 230,232 O I-Process +a 233,234 O I-Process +sequence 235,243 O I-Process +may 244,247 O O +provide 248,255 O O +the 256,259 O O +necessary 260,269 O O +redundancy 270,280 O O +from 281,285 O O +which 286,291 O O +error 292,297 O B-Task +correcting 298,308 O I-Task +codes 309,314 O I-Task +can 315,318 O I-Task +be 319,321 O I-Task +constructed 322,333 O I-Task +. 333,334 O O + +At 335,337 O O +one 338,341 O O +extreme 342,349 O O +where 350,355 O O +no 356,358 O B-Process +correlations 359,371 O I-Process +and 372,375 O I-Process +therefore 376,385 O I-Process +no 386,388 O I-Process +redundancy 389,399 O I-Process +are 400,403 O I-Process +present 404,411 O I-Process +( 412,413 O O +Poissonian 413,423 O B-Process +sequence 424,432 O I-Process +) 432,433 O O +, 433,434 O O +there 435,440 O O +is 441,443 O O +no 444,446 O O +possibility 447,458 O O +of 459,461 O O +detecting 462,471 O B-Task +one 472,475 O I-Task +missing 476,483 O I-Task +level 484,489 O I-Task +. 489,490 O O + +At 491,493 O O +the 494,497 O O +other 498,503 O O +extreme 504,511 O O +, 511,512 O O +a 513,514 O O +sequence 515,523 O B-Task +of 524,526 O I-Task +equally 527,534 O I-Task +spaced 535,541 O I-Task +levels 542,548 O I-Task +( 549,550 O O +picket 550,556 O B-Task +fence 557,562 O I-Task +) 562,563 O O +, 563,564 O O +there 565,570 O O +is 571,573 O O +a 574,575 O O +maximum 576,583 O O +redundancy 584,594 O O +and 595,598 O O +a 599,600 O O +missed 601,607 O B-Task +level 608,613 O I-Task +can 614,617 O I-Task +be 618,620 O I-Task +obviously 621,630 O I-Task +detected 631,639 O I-Task +as 640,642 O I-Task +a 643,644 O I-Task +hole 645,649 O I-Task +in 650,652 O I-Task +the 653,656 O I-Task +spectrum 657,665 O I-Task +. 665,666 O O + +Eigenvalues 667,678 O O +of 679,681 O O +random 682,688 O O +matrices 689,697 O O +, 697,698 O O +which 699,704 O O +exhibit 705,712 O O +characteristic 713,727 O O +correlations 728,740 O O +, 740,741 O O +correspond 742,752 O O +to 753,755 O O +an 756,758 O O +intermediate 759,771 O O +situation 772,781 O O +between 782,789 O O +these 790,795 O O +two 796,799 O O +extremes 800,808 O O +. 808,809 O O + +The 810,813 O O +attempts 814,822 O O +to 823,825 O O +locate 826,832 O B-Task +in 833,835 O I-Task +the 836,839 O I-Task +last 840,844 O I-Task +case 845,849 O I-Task +a 850,851 O I-Task +single 852,858 O I-Task +missed 859,865 O I-Task +level 866,871 O I-Task +have 872,876 O O +remained 877,885 O O +unsuccessful 886,898 O O +so 899,901 O O +far 902,905 O O +. 905,906 O O + +However 907,914 O O +, 914,915 O O +it 916,918 O O +should 919,925 O O +be 926,928 O O +mentioned 929,938 O O +that 939,943 O O +for 944,947 O O +two 948,951 O B-Task +- 951,952 O I-Task +dimensional 952,963 O I-Task +chaotic 964,971 O I-Task +systems 972,979 O I-Task +where 980,985 O O +, 985,986 O O +besides 987,994 O O +correlations 995,1007 O O +of 1008,1010 O O +the 1011,1014 O O +order 1015,1020 O O +of 1021,1023 O O +one 1024,1027 O O +mean 1028,1032 O O +spacing 1033,1040 O O +as 1041,1043 O O +described 1044,1053 O O +by 1054,1056 O O +random 1057,1063 O O +matrices 1064,1072 O O +, 1072,1073 O O +the 1074,1077 O O +presence 1078,1086 O O +and 1087,1090 O O +the 1091,1094 O O +role 1095,1099 O O +of 1100,1102 O O +long 1103,1107 O O +range 1108,1113 O O +correlations 1114,1126 O O +governed 1127,1135 O O +by 1136,1138 O O +the 1139,1142 O O +shortest 1143,1151 O O +periodic 1152,1160 O O +orbits 1161,1167 O O +and 1168,1171 O O +reflected 1172,1181 O O +in 1182,1184 O O +Weyl 1185,1189 O B-Process +'s 1189,1191 O I-Process +law 1192,1195 O I-Process +describing 1196,1206 O I-Process +the 1207,1210 O I-Process +average 1211,1218 O I-Process +spectral 1219,1227 O I-Process +density 1228,1235 O I-Process +, 1235,1236 O O +is 1237,1239 O O +well 1240,1244 O O +understood 1245,1255 O O +. 1255,1256 O O + +It 1257,1259 O O +is 1260,1262 O O +then 1263,1267 O O +possible 1268,1276 O O +to 1277,1279 O O +approximately 1280,1293 O B-Task +locate 1294,1300 O I-Task +, 1300,1301 O O +from 1302,1306 O O +the 1307,1310 O O +study 1311,1316 O B-Process +of 1317,1319 O I-Process +spectral 1320,1328 O I-Process +fluctuations 1329,1341 O I-Process +, 1341,1342 O O +a 1343,1344 O B-Task +single 1345,1351 O I-Task +missed 1352,1358 O I-Task +level 1359,1364 O I-Task +[ 1365,1366 O O +8 1366,1367 O O +] 1367,1368 O O +. 1368,1369 O O + + +-DOCSTART- (S0370269304008858) + +The 0,3 O O +reason 4,10 O O +to 11,13 O O +investigate 14,25 O B-Task +the 26,29 O I-Task +BFKL 30,34 O I-Task +and 35,38 O I-Task +DGLAP 39,44 O I-Task +equations 45,54 O I-Task +in 55,57 O I-Task +the 58,61 O I-Task +case 62,66 O I-Task +of 67,69 O I-Task +supersymmetric 70,84 O I-Task +theories 85,93 O I-Task +is 94,96 O O +based 97,102 O O +on 103,105 O O +a 106,107 O O +common 108,114 O O +belief 115,121 O O +, 121,122 O O +that 123,127 O O +the 128,131 O O +high 132,136 O B-Task +symmetry 137,145 O I-Task +may 146,149 O I-Task +significantly 150,163 O I-Task +simplify 164,172 O I-Task +the 173,176 O I-Task +structure 177,186 O I-Task +of 187,189 O I-Task +these 190,195 O I-Task +equations 196,205 O I-Task +. 205,206 O O + +Indeed 207,213 O O +, 213,214 O O +it 215,217 O O +was 218,221 O O +found 222,227 O O +in 228,230 O O +the 231,234 O O +leading 235,242 O B-Process +logarithmic 243,254 O I-Process +approximation 255,268 O I-Process +( 269,270 O O +LLA 270,273 O B-Process +) 273,274 O O +[ 275,276 O O +10 276,278 O O +] 278,279 O O +, 279,280 O O +that 281,285 O O +the 286,289 O O +so 290,292 O O +- 292,293 O O +called 293,299 O O +quasi 300,305 O O +- 305,306 O O +partonic 306,314 O O +operators 315,324 O O +in 325,327 O O +N=1 328,331 O O +SYM 332,335 O O +are 336,339 O O +unified 340,347 O O +in 348,350 O O +supermultiplets 351,366 O O +with 367,371 O O +anomalous 372,381 O B-Process +dimensions 382,392 O I-Process +obtained 393,401 O I-Process +from 402,406 O I-Process +universal 407,416 O I-Process +anomalous 417,426 O I-Process +dimensions 427,437 O I-Process +γuni(j 438,444 O I-Process +) 444,445 O I-Process +by 446,448 O I-Process +shifting 449,457 O I-Process +its 458,461 O I-Process +arguments 462,471 O I-Process +by 472,474 O I-Process +an 475,477 O I-Process +integer 478,485 O I-Process +number 486,492 O I-Process +. 492,493 O O + +Further 494,501 O O +, 501,502 O O +the 503,506 O O +anomalous 507,516 O B-Task +dimension 517,526 O I-Task +matrices 527,535 O I-Task +for 536,539 O I-Task +twist-2 540,547 O I-Task +operators 548,557 O I-Task +are 558,561 O O +fixed 562,567 O B-Process +by 568,570 O I-Process +the 571,574 O I-Process +superconformal 575,589 O I-Process +invariance 590,600 O I-Process +[ 601,602 O O +10 602,604 O O +] 604,605 O O +. 605,606 O O + +Calculations 607,619 O B-Process +in 620,622 O I-Process +the 623,626 O I-Process +maximally 627,636 O I-Process +extended 637,645 O I-Process +N=4 646,649 O I-Process +SYM 650,653 O I-Process +, 653,654 O I-Process +where 655,660 O I-Process +the 661,664 O I-Process +coupling 665,673 O I-Process +constant 674,682 O I-Process +is 683,685 O I-Process +not 686,689 O I-Process +renormalized 690,702 O I-Process +, 702,703 O O +give 704,708 O O +even 709,713 O O +more 714,718 O O +remarkable 719,729 O O +results 730,737 O O +. 737,738 O O + +Namely 739,745 O O +, 745,746 O O +it 747,749 O O +turns 750,755 O O +out 756,759 O O +, 759,760 O O +that 761,765 O O +here 766,770 O O +all 771,774 O O +twist-2 775,782 O B-Task +operators 783,792 O I-Task +enter 793,798 O O +in 799,801 O O +the 802,805 O O +same 806,810 O O +multiplet 811,820 O O +, 820,821 O O +their 822,827 O O +anomalous 828,837 O B-Task +dimension 838,847 O I-Task +matrix 848,854 O I-Task +is 855,857 O O +fixed 858,863 O O +completely 864,874 O O +by 875,877 O O +the 878,881 O O +super 882,887 O B-Process +- 887,888 O I-Process +conformal 888,897 O I-Process +invariance 898,908 O I-Process +and 909,912 O O +its 913,916 O O +universal 917,926 O O +anomalous 927,936 O O +dimension 937,946 O O +in 947,949 O O +LLA 950,953 O O +is 954,956 O O +proportional 957,969 O O +to 970,972 O O +Ψ(j−1)−Ψ(1 973,983 O O +) 983,984 O O +, 984,985 O O +which 986,991 O O +means 992,997 O O +, 997,998 O O +that 999,1003 O O +the 1004,1007 O O +evolution 1008,1017 O B-Task +equations 1018,1027 O I-Task +for 1028,1031 O I-Task +the 1032,1035 O I-Task +matrix 1036,1042 O I-Task +elements 1043,1051 O I-Task +of 1052,1054 O I-Task +quasi 1055,1060 O I-Task +- 1060,1061 O I-Task +partonic 1061,1069 O I-Task +operators 1070,1079 O I-Task +in 1080,1082 O I-Task +the 1083,1086 O I-Task +multicolor 1087,1097 O I-Task +limit 1098,1103 O I-Task +Nc→∞ 1104,1108 O I-Task +are 1109,1112 O O +equivalent 1113,1123 O O +to 1124,1126 O O +the 1127,1130 O O +Schrödinger 1131,1142 O O +equation 1143,1151 O O +for 1152,1155 O O +an 1156,1158 O O +integrable 1159,1169 O O +Heisenberg 1170,1180 O O +spin 1181,1185 O O +model 1186,1191 O O +[ 1192,1193 O O +11,12 1193,1198 O O +] 1198,1199 O O +. 1199,1200 O O + +In 1201,1203 O O +QCD 1204,1207 O O +the 1208,1211 O O +integrability 1212,1225 O O +remains 1226,1233 O O +only 1234,1238 O O +in 1239,1241 O O +a 1242,1243 O O +small 1244,1249 O O +sector 1250,1256 O O +of 1257,1259 O O +the 1260,1263 O O +quasi 1264,1269 O O +- 1269,1270 O O +partonic 1270,1278 O O +operators 1279,1288 O O +[ 1289,1290 O O +13 1290,1292 O O +] 1292,1293 O O +. 1293,1294 O O + +In 1295,1297 O O +the 1298,1301 O O +case 1302,1306 O O +of 1307,1309 O O +N=4 1310,1313 O B-Task +SYM 1314,1317 O I-Task +the 1318,1321 O O +equations 1322,1331 O O +for 1332,1335 O O +other 1336,1341 O O +sets 1342,1346 O O +of 1347,1349 O O +operators 1350,1359 O O +are 1360,1363 O O +also 1364,1368 O O +integrable 1369,1379 O O +[ 1380,1381 O O +14–16 1381,1386 O O +] 1386,1387 O O +. 1387,1388 O O + +Evolution 1389,1398 O B-Task +equations 1399,1408 O I-Task +for 1409,1412 O I-Task +quasi 1413,1418 O I-Task +- 1418,1419 O I-Task +partonic 1419,1427 O I-Task +operators 1428,1437 O I-Task +are 1438,1441 O O +written 1442,1449 O O +in 1450,1452 O O +an 1453,1455 O O +explicitly 1456,1466 O O +super 1467,1472 O O +- 1472,1473 O O +conformal 1473,1482 O O +form 1483,1487 O O +in 1488,1490 O O +Ref 1491,1494 O O +. 1494,1495 O O + +[ 1496,1497 O O +17 1497,1499 O O +] 1499,1500 O O +. 1500,1501 O O + + +-DOCSTART- (S0370269304008974) + +Thus 0,4 O O +, 4,5 O O +the 6,9 O O +extension 10,19 O B-Process +to 20,22 O I-Process +the 23,26 O I-Process +charmed 27,34 O I-Process +analogue 35,43 O I-Process +Θc(3099 44,51 O I-Process +) 51,52 O I-Process +provides 53,61 O O +an 62,64 O O +interesting 65,76 O O +test 77,81 O O +for 82,85 O O +the 86,89 O O +SDO 90,93 O B-Task +sum 94,97 O I-Task +rule 98,102 O I-Task +and 103,106 O I-Task +lattice 107,114 O I-Task +calculations 115,127 O I-Task +[ 128,129 O O +17 129,131 O O +] 131,132 O O +. 132,133 O O + +Here 134,138 O O +, 138,139 O O +the 140,143 O O +charm 144,149 O B-Material +quark 150,155 O I-Material +is 156,158 O O +quite 159,164 O O +heavy 165,170 O O +so 171,173 O O +that 174,178 O O +the 179,182 O O +constituent 183,194 O B-Process +- 194,195 O I-Process +quark 195,200 O I-Process +picture 201,208 O I-Process +may 209,212 O O +fit 213,216 O O +well 217,221 O O +and 222,225 O O +the 226,229 O O +JW 230,232 O B-Process +prediction 233,243 O I-Process +for 244,247 O O +the 248,251 O O +parity 252,258 O O +is 259,261 O O +expected 262,270 O O +to 271,273 O O +be 274,276 O O +reproduced 277,287 O O +from 288,292 O O +QCD 293,296 O B-Material +. 296,297 O O + +In 298,300 O O +fact 301,305 O O +, 305,306 O O +quenched 307,315 O B-Task +lattice 316,323 O I-Task +calculation 324,335 O I-Task +finds 336,341 O O +the 342,345 O O +parity 346,352 O O +of 353,355 O O +Θc(3099 356,363 O O +) 363,364 O O +to 365,367 O O +be 368,370 O O +positive 371,379 O O +[ 380,381 O O +28 381,383 O O +] 383,384 O O +. 384,385 O O + +In 386,388 O O +the 389,392 O O +extension 393,402 O O +to 403,405 O O +the 406,409 O O +Θc(3099 410,417 O O +) 417,418 O O +sum 419,422 O O +rules 423,428 O O +, 428,429 O O +there 430,435 O O +are 436,439 O O +two 440,443 O O +important 444,453 O O +aspects 454,461 O O +, 461,462 O O +which 463,468 O O +make 469,473 O O +this 474,478 O O +sum 479,482 O B-Task +rule 483,487 O I-Task +different 488,497 O O +from 498,502 O O +the 503,506 O O +SDO 507,510 O B-Process +sum 511,514 O I-Process +rule 515,519 O I-Process +. 519,520 O O + +First 521,526 O O +of 527,529 O O +all 530,533 O O +, 533,534 O O +since 535,540 O O +the 541,544 O O +charm 545,550 O B-Material +quark 551,556 O I-Material +is 557,559 O O +too 560,563 O O +heavy 564,569 O O +to 570,572 O O +form 573,577 O O +quark 578,583 O B-Material +condensate 584,594 O I-Material +, 594,595 O O +it 596,598 O O +gives 599,604 O O +non 605,608 O O +- 608,609 O O +perturbative 609,621 O O +effects 622,629 O O +only 630,634 O O +by 635,637 O O +radiating 638,647 O B-Material +gluons 648,654 O I-Material +. 654,655 O O + +The 656,659 O O +quark 660,665 O B-Material +– 665,666 O I-Material +gluon 666,671 O I-Material +mixed 672,677 O I-Material +condensate 678,688 O I-Material +〈 689,690 O O +s̄gsσ·Gs 690,698 O B-Material +〉 698,699 O O +, 699,700 O O +which 701,706 O O +was 707,710 O O +the 711,714 O O +important 715,724 O O +contribution 725,737 O O +in 738,740 O O +the 741,744 O O +Θ+ 745,747 O B-Process +sum 748,751 O I-Process +rule 752,756 O I-Process +, 756,757 O O +is 758,760 O O +replaced 761,769 O B-Process +by 770,772 O I-Process +gluonic 773,780 O I-Process +operators 781,790 O I-Process +in 791,793 O I-Process +the 794,797 O I-Process +heavy 798,803 O I-Process +quark 804,809 O I-Process +expansion 810,819 O I-Process +that 820,824 O O +are 825,828 O O +normally 829,837 O O +suppressed 838,848 O O +. 848,849 O O + +Secondly 850,858 O O +, 858,859 O O +the 860,863 O O +charm 864,869 O B-Process +quark 870,875 O I-Process +mass 876,880 O I-Process +has 881,884 O I-Process +to 885,887 O I-Process +be 888,890 O I-Process +kept 891,895 O I-Process +finite 896,902 O I-Process +in 903,905 O I-Process +the 906,909 O I-Process +OPE 910,913 O I-Process +, 913,914 O O +which 915,920 O O +can 921,924 O O +be 925,927 O O +done 928,932 O O +by 933,935 O O +using 936,941 O O +the 942,945 O O +momentum 946,954 O B-Process +space 955,960 O I-Process +expression 961,971 O I-Process +for 972,975 O O +the 976,979 O O +charm 980,985 O B-Material +- 985,986 O I-Material +quark 986,991 O I-Material +propagator 992,1002 O I-Material +. 1002,1003 O O + +This 1004,1008 O O +is 1009,1011 O O +different 1012,1021 O O +from 1022,1026 O O +the 1027,1030 O B-Process +light 1031,1036 O I-Process +- 1036,1037 O I-Process +quark 1037,1042 O I-Process +sum 1043,1046 O I-Process +rule 1047,1051 O I-Process +where 1052,1057 O O +the 1058,1061 O O +calculation 1062,1073 O O +is 1074,1076 O O +performed 1077,1086 O O +in 1087,1089 O O +the 1090,1093 O O +coordinate 1094,1104 O O +space 1105,1110 O O +and 1111,1114 O O +all 1115,1118 O O +the 1119,1122 O O +quark 1123,1128 O B-Material +propagators 1129,1140 O I-Material +are 1141,1144 O O +obtained 1145,1153 O O +based 1154,1159 O O +on 1160,1162 O O +the 1163,1166 O O +expansion 1167,1176 O O +with 1177,1181 O O +the 1182,1185 O O +small 1186,1191 O B-Material +quark 1192,1197 O I-Material +mass 1198,1202 O O +. 1202,1203 O O + +Keeping 1204,1211 O O +these 1212,1217 O O +two 1218,1221 O O +aspects 1222,1229 O O +in 1230,1232 O O +mind 1233,1237 O O +, 1237,1238 O O +we 1239,1241 O O +construct 1242,1251 O O +QCD 1252,1255 O B-Process +sum 1256,1259 O I-Process +rules 1260,1265 O I-Process +for 1266,1269 O O +Θc(3099 1270,1277 O O +) 1277,1278 O O +and 1279,1282 O O +see 1283,1286 O B-Task +how 1287,1290 O I-Task +they 1291,1295 O I-Task +are 1296,1299 O I-Task +different 1300,1309 O I-Task +from 1310,1314 O I-Task +the 1315,1318 O I-Task +Θ+(1540 1319,1326 O I-Task +) 1326,1327 O I-Task +sum 1328,1331 O I-Task +rule 1332,1336 O I-Task +. 1336,1337 O O + + +-DOCSTART- (S0370269304008998) + +Including 0,9 O O +the 10,13 O O +O(αs 14,18 O O +) 18,19 O O +corrections 20,31 O O +, 31,32 O O +all 33,36 O O +the 37,40 O O +operators 41,50 O B-Task +listed 51,57 O I-Task +in 58,60 O I-Task +( 61,62 O I-Task +9 62,63 O I-Task +) 63,64 O I-Task +and 65,68 O I-Task +( 69,70 O I-Task +10 70,72 O I-Task +) 72,73 O I-Task +have 74,78 O I-Task +to 79,81 O I-Task +be 82,84 O I-Task +included 85,93 O I-Task +. 93,94 O O + +A 95,96 O O +convenient 97,107 O O +framework 108,117 O O +to 118,120 O O +carry 121,126 O O +out 127,130 O O +these 131,136 O O +calculations 137,149 O O +is 150,152 O O +the 153,156 O O +QCD 157,160 O B-Process +factorization 161,174 O I-Process +framework 175,184 O I-Process +[ 185,186 O O +14 186,188 O O +] 188,189 O O +which 190,195 O O +allows 196,202 O O +to 203,205 O O +express 206,213 O B-Process +the 214,217 O I-Process +hadronic 218,226 O I-Process +matrix 227,233 O I-Process +elements 234,242 O I-Process +in 243,245 O I-Process +the 246,249 O I-Process +schematic 250,259 O I-Process +form 260,264 O I-Process +: 264,265 O I-Process +( 266,267 O O +11)〈Vγ|Oi|B〉=FB→VTiI+∫dk+2π∫01duφB,+(k+)TiII(k+,u)φV⊥(u 267,322 O B-Process +) 322,323 O I-Process +, 323,324 O O +where 325,330 O O +FB→V 331,335 O B-Process +are 336,339 O O +the 340,343 O O +transition 344,354 O B-Process +form 355,359 O I-Process +factors 360,367 O I-Process +defined 368,375 O I-Process +through 376,383 O I-Process +the 384,387 O I-Process +matrix 388,394 O I-Process +elements 395,403 O I-Process +of 404,406 O I-Process +the 407,410 O I-Process +operator 411,419 O I-Process +O7 420,422 O I-Process +, 422,423 O I-Process +φB,+(k+ 424,431 O I-Process +) 431,432 O I-Process +is 433,435 O O +the 436,439 O O +leading 440,447 O B-Process +- 447,448 O I-Process +twist 448,453 O I-Process +B 454,455 O I-Process +- 455,456 O I-Process +meson 456,461 O I-Process +wave 462,466 O I-Process +- 466,467 O I-Process +function 467,475 O I-Process +with 476,480 O I-Process +k+ 481,483 O I-Process +being 484,489 O I-Process +a 490,491 O I-Process +light 492,497 O I-Process +- 497,498 O I-Process +cone 498,502 O I-Process +component 503,512 O I-Process +of 513,515 O I-Process +the 516,519 O I-Process +spectator 520,529 O I-Process +quark 530,535 O I-Process +momentum 536,544 O I-Process +, 544,545 O O +φ⊥V(u 546,551 O B-Process +) 551,552 O O +is 553,555 O O +the 556,559 O O +leading 560,567 O B-Process +- 567,568 O I-Process +twist 568,573 O I-Process +light 574,579 O I-Process +- 579,580 O I-Process +cone 580,584 O I-Process +distribution 585,597 O I-Process +amplitude 598,607 O I-Process +( 608,609 O O +LCDA 609,613 O B-Process +) 613,614 O O +of 615,617 O O +the 618,621 O O +transversely 622,634 O O +- 634,635 O O +polarized 635,644 O O +vector 645,651 O O +meson 652,657 O O +V 658,659 O O +, 659,660 O O +and 661,664 O O +u 665,666 O B-Process +is 667,669 O O +the 670,673 O O +fractional 674,684 O B-Process +momentum 685,693 O I-Process +of 694,696 O I-Process +the 697,700 O I-Process +vector 701,707 O I-Process +meson 708,713 O I-Process +carried 714,721 O I-Process +by 722,724 O I-Process +one 725,728 O I-Process +of 729,731 O I-Process +the 732,735 O I-Process +two 736,739 O I-Process +partons 740,747 O I-Process +. 747,748 O O + +The 749,752 O O +quantities 753,763 O O +TiI 764,767 O O +and 768,771 O O +TiII 772,776 O O +are 777,780 O O +the 781,784 O O +hard 785,789 O O +- 789,790 O O +perturbative 790,802 O O +kernels 803,810 O O +calculated 811,821 O O +to 822,824 O O +order 825,830 O O +αs 831,833 O O +, 833,834 O O +with 835,839 O O +the 840,843 O O +latter 844,850 O O +containing 851,861 O O +the 862,865 O O +so 866,868 O O +- 868,869 O O +called 869,875 O O +hard 876,880 O O +- 880,881 O O +spectator 881,890 O O +contributions 891,904 O O +. 904,905 O O + +The 906,909 O B-Process +factorization 910,923 O I-Process +formula 924,931 O I-Process +( 932,933 O O +11 933,935 O O +) 935,936 O O +holds 937,942 O O +in 943,945 O O +the 946,949 O O +heavy 950,955 O B-Material +quark 956,961 O I-Material +limit 962,967 O O +, 967,968 O O +i.e. 969,973 O O +, 973,974 O O +to 975,977 O O +order 978,983 O O +ΛQCD 984,988 O O +/ 988,989 O O +MB 989,991 O O +. 991,992 O O + +This 993,997 O B-Process +factorization 998,1011 O I-Process +framework 1012,1021 O I-Process +has 1022,1025 O O +been 1026,1030 O O +used 1031,1035 O O +to 1036,1038 O O +calculate 1039,1048 O O +the 1049,1052 O O +branching 1053,1062 O O +fractions 1063,1072 O O +and 1073,1076 O O +related 1077,1084 O O +quantities 1085,1095 O O +for 1096,1099 O O +the 1100,1103 O O +decays 1104,1110 O O + +B→K∗γ 1111,1116 O O +[ 1117,1118 O O +15–17 1118,1123 O O +] 1123,1124 O O +and 1125,1128 O O +B→ργ 1129,1133 O O +[ 1134,1135 O O +15,17 1135,1140 O O +] 1140,1141 O O +. 1141,1142 O O + +The 1143,1146 O O +isospin 1147,1154 O B-Task +violation 1155,1164 O I-Task +in 1165,1167 O I-Task +the 1168,1171 O I-Task +B→K∗γ 1172,1177 O I-Task +decays 1178,1184 O I-Task +in 1185,1187 O O +this 1188,1192 O O +framework 1193,1202 O O +have 1203,1207 O O +also 1208,1212 O O +been 1213,1217 O O +studied 1218,1225 O O +[ 1226,1227 O O +18 1227,1229 O O +] 1229,1230 O O +. 1230,1231 O O + +( 1232,1233 O O +For 1233,1236 O O +applications 1237,1249 O O +to 1250,1252 O O +B→K∗γ∗ 1253,1259 O O +, 1259,1260 O O +see 1261,1264 O O +Refs 1265,1269 O O +. 1269,1270 O O + +[ 1271,1272 O O +16,19,20 1272,1280 O O +] 1280,1281 O O +. 1281,1282 O O +) 1282,1283 O O + +Very 1284,1288 O O +recently 1289,1297 O O +, 1297,1298 O O +the 1299,1302 O O +hard 1303,1307 O B-Task +- 1307,1308 O I-Task +spectator 1308,1317 O I-Task +contribution 1318,1330 O I-Task +arising 1331,1338 O I-Task +from 1339,1343 O I-Task +the 1344,1347 O I-Task +chromomagnetic 1348,1362 O I-Task +operator 1363,1371 O I-Task +O8 1372,1374 O I-Task +have 1375,1379 O O +also 1380,1384 O O +been 1385,1389 O O +calculated 1390,1400 O O +in 1401,1403 O O +next 1404,1408 O B-Process +- 1408,1409 O I-Process +to 1409,1411 O I-Process +- 1411,1412 O I-Process +next 1412,1416 O I-Process +- 1416,1417 O I-Process +to 1417,1419 O I-Process +- 1419,1420 O I-Process +leading 1420,1427 O I-Process +order 1428,1433 O I-Process +( 1434,1435 O O +NNLO 1435,1439 O B-Process +) 1439,1440 O O +in 1441,1443 O O +αs 1444,1446 O O +showing 1447,1454 O O +that 1455,1459 O O +the 1460,1463 O O +spectator 1464,1473 O B-Task +interactions 1474,1486 O I-Task +factorize 1487,1496 O O +in 1497,1499 O O +the 1500,1503 O O +heavy 1504,1509 O O +quark 1510,1515 O O +limit 1516,1521 O O +[ 1522,1523 O O +21 1523,1525 O O +] 1525,1526 O O +. 1526,1527 O O + +However 1528,1535 O O +, 1535,1536 O O +the 1537,1540 O O +numerical 1541,1550 O O +effect 1551,1557 O O +of 1558,1560 O O +the 1561,1564 O O +resummed 1565,1573 O O +NNLO 1574,1578 O O +contributions 1579,1592 O O +is 1593,1595 O O +marginal 1596,1604 O O +and 1605,1608 O O +we 1609,1611 O O +shall 1612,1617 O O +not 1618,1621 O O +include 1622,1629 O O +this 1630,1634 O O +in 1635,1637 O O +our 1638,1641 O O +update 1642,1648 O O +. 1648,1649 O O + + +-DOCSTART- (S0370269304009013) + +Several 0,7 O O +methods 8,15 O O +based 16,21 O O +on 22,24 O O +dynamical 25,34 O O +assumptions 35,46 O O +were 47,51 O O +suggested 52,61 O O +for 62,65 O O +determination 66,79 O B-Task +of 80,82 O I-Task +the 83,86 O I-Task +P 87,88 O I-Task +- 88,89 O I-Task +parity 89,95 O I-Task +of 96,98 O O +the 99,102 O O +Θ+ 103,105 O O +[ 106,107 O O +13 107,109 O O +] 109,110 O O +. 110,111 O O + +According 112,121 O O +to 122,124 O O +a 125,126 O O +general 127,134 O B-Process +theorem 135,142 O I-Process +[ 143,144 O O +14 144,146 O O +] 146,147 O O +, 147,148 O O +in 149,151 O O +order 152,157 O O +to 158,160 O O +determine 161,170 O B-Task +the 171,174 O I-Task +parity 175,181 O I-Task +of 182,184 O O +one 185,188 O O +particle 189,197 O B-Material +in 198,200 O O +a 201,202 O O +binary 203,209 O B-Process +reaction 210,218 O I-Process +one 219,222 O O +has 223,226 O O +to 227,229 O O +know 230,234 O O +polarizations 235,248 O O +at 249,251 O O +least 252,257 O O +of 258,260 O O +two 261,264 O O +fermions 265,273 O B-Material +participating 274,287 O O +in 288,290 O O +this 291,295 O B-Process +reaction 296,304 O I-Process +. 304,305 O O + +Model 306,311 O B-Process +independent 312,323 O I-Process +methods 324,331 O I-Process +for 332,335 O O +determination 336,349 O B-Task +of 350,352 O I-Task +the 353,356 O I-Task +P 357,358 O I-Task +- 358,359 O I-Task +parity 359,365 O I-Task +of 366,368 O O +the 369,372 O O +Θ+ 373,375 O O +were 376,380 O O +suggested 381,390 O O +recently 391,399 O O +in 400,402 O O +Refs 403,407 O O +. 407,408 O O + +[ 409,410 O O +15,16 410,415 O O +] 415,416 O O +for 417,420 O O +pp 421,423 O B-Process +- 423,424 O I-Process +collision 424,433 O I-Process +, 433,434 O O +and 435,438 O O +in 439,441 O O +Ref 442,445 O O +. 445,446 O O + +[ 447,448 O O +17 448,450 O O +] 450,451 O O +for 452,455 O O +photoproduction 456,471 O B-Process +of 472,474 O O +the 475,478 O O +Θ+ 479,481 O O +. 481,482 O O + +The 483,486 O O +method 487,493 O O +of 494,496 O O +Refs 497,501 O O +. 501,502 O O + +[ 503,504 O O +15,16 504,509 O O +] 509,510 O O +, 510,511 O O +based 512,517 O O +on 518,520 O O +the 521,524 O O +assumption 525,535 O O +that 536,540 O O +the 541,544 O O +spin 545,549 O O +of 550,552 O O +the 553,556 O O +Θ+ 557,559 O O +equals 560,566 O O +12 567,569 O O +, 569,570 O O +suggests 571,579 O O +to 580,582 O O +measure 583,590 O B-Process +the 591,594 O I-Process +spin 595,599 O I-Process +– 599,600 O I-Process +spin 600,604 O I-Process +correlation 605,616 O I-Process +parameter 617,626 O I-Process +in 627,629 O O +the 630,633 O O +reaction 634,642 O O +p→p→→Σ+Θ+ 643,652 O O +near 653,657 O O +the 658,661 O O +threshold 662,671 O O +. 671,672 O O + +We 673,675 O O +generalize 676,686 O O +here 687,691 O O +this 692,696 O O +method 697,703 O O +for 704,707 O O +an 708,710 O O +arbitrary 711,720 O O +spin 721,725 O O +of 726,728 O O +the 729,732 O O +Θ+ 733,735 O O +and 736,739 O O +both 740,744 O O +isospins 745,753 O O +T=0 754,757 O O +and 758,761 O O +T=1 762,765 O O +of 766,768 O O +the 769,772 O O +NN 773,775 O O +channel 776,783 O O +of 784,786 O O +the 787,790 O O +NN→YΘ+ 791,797 O O +reaction 798,806 O O +. 806,807 O O + +Furthermore 808,819 O O +, 819,820 O O +we 821,823 O O +consider 824,832 O O +a 833,834 O O +polarization 835,847 O B-Process +transfer 848,856 O I-Process +from 857,861 O O +a 862,863 O O +nucleon 864,871 O B-Material +to 872,874 O O +the 875,878 O B-Material +hyperon 879,886 O I-Material +Y 887,888 O I-Material +in 889,891 O O +this 892,896 O O +reaction 897,905 O O +. 905,906 O O + +Our 907,910 O O +consideration 911,924 O O +is 925,927 O O +model 928,933 O O +independent 934,945 O O +, 945,946 O O +since 947,952 O O +it 953,955 O O +is 956,958 O O +based 959,964 O O +only 965,969 O O +on 970,972 O O +conservation 973,985 O B-Process +of 986,988 O I-Process +the 989,992 O I-Process +P 993,994 O I-Process +- 994,995 O I-Process +parity 995,1001 O I-Process +, 1001,1002 O O +total 1003,1008 O B-Process +angular 1009,1016 O I-Process +momentum 1017,1025 O I-Process +and 1026,1029 O O +isospin 1030,1037 O B-Process +in 1038,1040 O O +the 1041,1044 O O +reaction 1045,1053 O B-Process +and 1054,1057 O O +the 1058,1061 O O +generalized 1062,1073 O O +Pauli 1074,1079 O O +principle 1080,1089 O O +for 1090,1093 O O +nucleons 1094,1102 O B-Material +. 1102,1103 O O + + +-DOCSTART- (S0370269304009025) + +A 0,1 O O +central 2,9 O O +question 10,18 O O +from 19,23 O O +the 24,27 O O +point 28,33 O O +of 34,36 O O +view 37,41 O O +of 42,44 O O +nuclear 45,52 O O +physics 53,60 O O +involves 61,69 O O +the 70,73 O O +changes 74,81 O B-Task +to 82,84 O I-Task +the 85,88 O I-Task +quark 89,94 O I-Task +and 95,98 O I-Task +antiquark 99,108 O I-Task +distributions 109,122 O I-Task +of 123,125 O I-Task +a 126,127 O I-Task +bound 128,133 O I-Task +proton 134,140 O I-Task +. 140,141 O O + +Since 142,147 O O +one 148,151 O O +must 152,156 O O +develop 157,164 O B-Task +a 165,166 O I-Task +reliable 167,175 O I-Task +model 176,181 O I-Task +of 182,184 O I-Task +both 185,189 O I-Task +the 190,193 O I-Task +free 194,198 O I-Task +proton 199,205 O I-Task +and 206,209 O I-Task +the 210,213 O I-Task +binding 214,221 O I-Task +of 222,224 O I-Task +nucleons 225,233 O I-Task +starting 234,242 O I-Task +from 243,247 O I-Task +the 248,251 O I-Task +quark 252,257 O I-Task +level 258,263 O I-Task +[ 264,265 O O +8 265,266 O O +] 266,267 O O +, 267,268 O O +this 269,273 O O +problem 274,281 O O +is 282,284 O O +rather 285,291 O O +complicated 292,303 O O +. 303,304 O O + +We 305,307 O O +intend 308,314 O O +to 315,317 O O +report 318,324 O O +on 325,327 O O +our 328,331 O O +investigation 332,345 O O +of 346,348 O O +that 349,353 O O +problem 354,361 O O +in 362,364 O O +future 365,371 O O +work 372,376 O O +. 376,377 O O + +For 378,381 O O +the 382,385 O O +present 386,393 O O +, 393,394 O O +we 395,397 O O +have 398,402 O O +chosen 403,409 O O +to 410,412 O O +illustrate 413,423 O B-Process +the 424,427 O I-Process +formal 428,434 O I-Process +ideas 435,440 O I-Process +developed 441,450 O I-Process +here 451,455 O I-Process +by 456,458 O I-Process +applying 459,467 O I-Process +them 468,472 O I-Process +to 473,475 O I-Process +a 476,477 O I-Process +toy 478,481 O I-Process +model 482,487 O I-Process +, 487,488 O O +namely 489,495 O O +the 496,499 O O +quark 500,505 O B-Material +distributions 506,519 O I-Material +of 520,522 O I-Material +isospin 523,530 O I-Material +symmetric 531,540 O I-Material +quark 541,546 O I-Material +matter 547,553 O I-Material +in 554,556 O O +which 557,562 O O +each 563,567 O B-Process +quark 568,573 O I-Process +feels 574,579 O I-Process +a 580,581 O I-Process +scalar 582,588 O I-Process +potential 589,598 O I-Process +, 598,599 O I-Process +−Vsq 600,604 O I-Process +, 604,605 O I-Process +and 606,609 O I-Process +a 610,611 O I-Process +vector 612,618 O I-Process +potential 619,628 O I-Process +, 628,629 O I-Process +Vvq 630,633 O I-Process +. 633,634 O O + +This 635,639 O O +is 640,642 O O +the 643,646 O O +premise 647,654 O O +of 655,657 O O +the 658,661 O O +Quark 662,667 O B-Process +– 667,668 O I-Process +Meson 668,673 O I-Process +Coupling 674,682 O I-Process +( 683,684 O O +QMC 684,687 O B-Process +) 687,688 O O +model 689,694 O O +[ 695,696 O O +9 696,697 O O +] 697,698 O O +which 699,704 O O +has 705,708 O O +been 709,713 O O +used 714,718 O O +successfully 719,731 O O +to 732,734 O O +calculate 735,744 O B-Task +the 745,748 O I-Task +properties 749,759 O I-Task +of 760,762 O I-Task +nuclear 763,770 O I-Task +matter 771,777 O I-Task +as 778,780 O I-Task +well 781,785 O I-Task +as 786,788 O I-Task +finite 789,795 O I-Task +nuclei 796,802 O I-Task +[ 803,804 O O +10,11 804,809 O O +] 809,810 O O +. 810,811 O O + +Most 812,816 O O +recently 817,825 O O +it 826,828 O O +has 829,832 O O +also 833,837 O O +been 838,842 O O +used 843,847 O O +to 848,850 O O +derive 851,857 O O +an 858,860 O O +effective 861,870 O B-Task +nuclear 871,878 O I-Task +force 879,884 O I-Task +which 885,890 O O +is 891,893 O O +very 894,898 O O +close 899,904 O O +to 905,907 O O +the 908,911 O O +widely 912,918 O O +used 919,923 O O +Skyrme 924,930 O O +III 931,934 O O +force 935,940 O O +[ 941,942 O O +12 942,944 O O +] 944,945 O O +. 945,946 O O + +( 947,948 O O +Except 948,954 O O +that 955,959 O O +in 960,962 O O +QMC 963,966 O O +the 967,970 O O +quarks 971,977 O O +are 978,981 O O +confined 982,990 O O +by 991,993 O O +the 994,997 O O +MIT 998,1001 O O +bag 1002,1005 O O +, 1005,1006 O O +as 1007,1009 O O +well 1010,1014 O O +as 1015,1017 O O +feeling 1018,1025 O O +the 1026,1029 O O +mean 1030,1034 O O +- 1034,1035 O O +field 1035,1040 O O +scalar 1041,1047 O O +and 1048,1051 O O +vector 1052,1058 O O +potentials 1059,1069 O O +generated 1070,1079 O O +by 1080,1082 O O +the 1083,1086 O O +surrounding 1087,1098 O O +nucleons 1099,1107 O O +. 1107,1108 O O +) 1108,1109 O O + +In 1110,1112 O O +the 1113,1116 O O +mean 1117,1121 O B-Process +field 1122,1127 O I-Process +approximation 1128,1141 O I-Process +, 1141,1142 O O +the 1143,1146 O O +Dirac 1147,1152 O B-Task +equation 1153,1161 O I-Task +for 1162,1165 O I-Task +the 1166,1169 O I-Task +quark 1170,1175 O I-Task +in 1176,1178 O I-Task +infinite 1179,1187 O I-Task +quark 1188,1193 O I-Task +matter 1194,1200 O I-Task +is 1201,1203 O O +written 1204,1211 O O +as 1212,1214 O O +: 1214,1215 O O +( 1216,1217 O B-Task +30)iγ·∂−m−Vqs−γ0VqvψQMq(x)=0 1217,1245 O I-Task +. 1245,1246 O O + + +-DOCSTART- (S0370269304009037) + +Within 0,6 O O +a 7,8 O O +coalescence 9,20 O B-Process +approach 21,29 O I-Process +as 30,32 O O +successfully 33,45 O O +applied 46,53 O O +earlier 54,61 O O +in 62,64 O O +the 65,68 O O +light 69,74 O B-Task +- 74,75 O I-Task +quark 75,80 O I-Task +sector 81,87 O I-Task +, 87,88 O O +we 89,91 O O +have 92,96 O O +evaluated 97,106 O B-Process +transverse 107,117 O I-Process +- 117,118 O I-Process +momentum 118,126 O I-Process +dependencies 127,139 O I-Process +of 140,142 O O +charmed 143,150 O B-Material +hadrons 151,158 O I-Material +in 159,161 O O +central 162,169 O B-Process +heavy 170,175 O I-Process +- 175,176 O I-Process +ion 176,179 O I-Process +reactions 180,189 O I-Process +at 190,192 O O +RHIC 193,197 O O +. 197,198 O O + +For 199,202 O O +the 203,206 O O +charm 207,212 O B-Task +- 212,213 O I-Task +quark 213,218 O I-Task +distributions 219,232 O I-Task +at 233,235 O O +hadronization 236,249 O B-Process +we 250,252 O O +have 253,257 O O +considered 258,268 O O +two 269,272 O O +limiting 273,281 O O +scenarios 282,291 O O +, 291,292 O O +i.e. 293,297 O O +, 297,298 O O +no 299,301 O O +reinteractions 302,316 O O +( 317,318 O O +using 318,323 O O +spectra 324,331 O B-Material +from 332,336 O O +PYTHIA 337,343 O O +) 343,344 O O +and 345,348 O O +complete 349,357 O B-Process +thermalization 358,372 O I-Process +with 373,377 O O +transverse 378,388 O B-Process +flow 389,393 O I-Process +of 394,396 O O +the 397,400 O O +bulk 401,405 O O +matter 406,412 O O +. 412,413 O O + +The 414,417 O O +resulting 418,427 O O +J/ψ 428,431 O O +( 432,433 O O +mT-)spectra 433,444 O O +differ 445,451 O O +in 452,454 O O +slope 455,460 O O +by 461,463 O O +up 464,466 O O +to 467,469 O O +a 470,471 O O +factor 472,478 O O +of 479,481 O O +2 482,483 O O +( 484,485 O O +harder 485,491 O O +for 492,495 O O +pQCD 496,500 O B-Material +c 501,502 O I-Material +- 502,503 O I-Material +quarks 503,509 O I-Material +) 509,510 O O +, 510,511 O O +and 512,515 O O +the 516,519 O O +integrated 520,530 O B-Process +yield 531,536 O I-Process +is 537,539 O O +about 540,545 O O +a 546,547 O O +factor 548,554 O O +of 555,557 O O +3 558,559 O O +larger 560,566 O O +in 567,569 O O +the 570,573 O O +thermal 574,581 O O +case 582,586 O O +. 586,587 O O + +For 588,591 O O +D 592,593 O B-Material +- 593,594 O I-Material +mesons 594,600 O I-Material +, 600,601 O O +we 602,604 O O +found 605,610 O O +that 611,615 O O +the 616,619 O O +difference 620,630 O B-Process +in 631,633 O I-Process +the 634,637 O I-Process +slope 638,643 O I-Process +parameters 644,654 O I-Process +of 655,657 O O +the 658,661 O O +pT 662,664 O B-Task +- 664,665 O I-Task +spectra 665,672 O I-Task +in 673,675 O O +the 676,679 O O +two 680,683 O O +scenarios 684,693 O O +is 694,696 O O +less 697,701 O O +pronounced 702,712 O O +, 712,713 O O +but 714,717 O O +their 718,723 O O +elliptic 724,732 O B-Process +flow 733,737 O I-Process +is 738,740 O O +about 741,746 O O +a 747,748 O O +factor 749,755 O O +of 756,758 O O +2 759,760 O O +larger 761,767 O O +for 768,771 O O +pT⩾1.5 772,778 O O +GeV 779,782 O O +in 783,785 O O +the 786,789 O O +thermalized 790,801 O O +case 802,806 O O +. 806,807 O O + +The 808,811 O O +elliptic 812,820 O B-Process +flow 821,825 O I-Process +pattern 826,833 O I-Process +of 834,836 O O +D 837,838 O B-Material +- 838,839 O I-Material +mesons 839,845 O I-Material +was 846,849 O O +found 850,855 O O +to 856,858 O O +be 859,861 O O +essentially 862,873 O O +preserved 874,883 O O +in 884,886 O O +the 887,890 O O +single 891,897 O B-Task +- 897,898 O I-Task +electron 898,906 O I-Task +decay 907,912 O I-Task +spectra 913,920 O I-Task +, 920,921 O O +rendering 922,931 O O +the 932,935 O O +latter 936,942 O O +a 943,944 O O +very 945,949 O O +promising 950,959 O O +observable 960,970 O O +to 971,973 O O +address 974,981 O O +the 982,985 O O +strength 986,994 O O +of 995,997 O O +charm 998,1003 O B-Process +reinteractions 1004,1018 O I-Process +in 1019,1021 O O +the 1022,1025 O O +QGP 1026,1029 O B-Process +. 1029,1030 O O + +The 1031,1034 O O +present 1035,1042 O O +study 1043,1048 O O +can 1049,1052 O O +be 1053,1055 O O +straightforwardly 1056,1073 O O +generalized 1074,1085 O O +to 1086,1088 O O +charmed 1089,1096 O O +baryons 1097,1104 O B-Material +( 1105,1106 O O +Λc 1106,1108 O O +) 1108,1109 O O +, 1109,1110 O O +which 1111,1116 O O +may 1117,1120 O O +serve 1121,1126 O O +as 1127,1129 O O +a 1130,1131 O O +complimentary 1132,1145 O B-Material +probe 1146,1151 O I-Material +for 1152,1155 O O +charm 1156,1161 O B-Process +- 1161,1162 O I-Process +quark 1162,1167 O I-Process +reinteractions 1168,1182 O I-Process +in 1183,1185 O O +the 1186,1189 O O +QGP 1190,1193 O B-Process +. 1193,1194 O O + + +-DOCSTART- (S0370269304009049) + +One 0,3 O O +of 4,6 O O +the 7,10 O O +challenges 11,21 O O +in 22,24 O O +quantum 25,32 O B-Task +chromodynamics 33,47 O I-Task +( 48,49 O O +QCD 49,52 O B-Task +) 52,53 O O +is 54,56 O O +the 57,60 O O +relativistic 61,73 O B-Task +bound 74,79 O I-Task +state 80,85 O I-Task +problem 86,93 O I-Task +. 93,94 O O + +In 95,97 O O +the 98,101 O O +light 102,107 O B-Process +- 107,108 O I-Process +cone 108,112 O I-Process +Hamiltonian 113,124 O I-Process +approach 125,133 O I-Process +[ 134,135 O O +1 135,136 O O +] 136,137 O O +light 138,143 O B-Task +- 143,144 O I-Task +cone 144,148 O I-Task +wave 149,153 O I-Task +functions 154,163 O I-Task +can 164,167 O O +be 168,170 O O +constructed 171,182 O O +in 183,185 O O +a 186,187 O O +boost 188,193 O O +invariant 194,203 O O +way 204,207 O O +. 207,208 O O + +It 209,211 O O +is 212,214 O O +necessary 215,224 O O +to 225,227 O O +have 228,232 O O +reliable 233,241 O B-Material +light 242,247 O I-Material +- 247,248 O I-Material +cone 248,252 O I-Material +wave 253,257 O I-Material +functions 258,267 O I-Material +if 268,270 O O +one 271,274 O O +wants 275,280 O O +to 281,283 O O +calculate 284,293 O B-Task +high 294,298 O I-Task +energy 299,305 O I-Task +scattering 306,316 O I-Task +, 316,317 O O +especially 318,328 O O +exclusive 329,338 O O +reactions 339,348 O B-Process +. 348,349 O O + +Many 350,354 O O +parametrizations 355,371 O O +assume 372,378 O O +separability 379,391 O O +of 392,394 O O +the 395,398 O O +dependence 399,409 O O +on 410,412 O O +the 413,416 O O +longitudinal 417,429 O O +momentum 430,438 O O +fraction 439,447 O O +and 448,451 O O +transverse 452,462 O O +momentum 463,471 O O +which 472,477 O O +is 478,480 O O +very 481,485 O O +unlikely 486,494 O O +since 495,500 O O +the 501,504 O O +two 505,508 O O +momenta 509,516 O O +are 517,520 O O +coupled 521,528 O O +in 529,531 O O +the 532,535 O O +kinetic 536,543 O O +energy 544,550 O O +operator 551,559 O O +. 559,560 O O + +Various 561,568 O O +approaches 569,579 O O +have 580,584 O O +been 585,589 O O +tried 590,595 O O +to 596,598 O O +compute 599,606 O O +such 607,611 O O +wave 612,616 O O +functions 617,626 O O +. 626,627 O O + +One 628,631 O O +can 632,635 O O +use 636,639 O O +the 640,643 O O +usual 644,649 O O +equal 650,655 O B-Process +time 656,660 O I-Process +Hamiltonian 661,672 O I-Process +[ 673,674 O O +2 674,675 O O +] 675,676 O O +and 677,680 O O +transform 681,690 O B-Process +the 691,694 O I-Process +resulting 695,704 O I-Process +wave 705,709 O I-Process +functions 710,719 O I-Process +into 720,724 O I-Process +light 725,730 O I-Process +- 730,731 O I-Process +cone 731,735 O I-Process +form 736,740 O I-Process +with 741,745 O O +the 746,749 O O +help 750,754 O O +of 755,757 O O +kinematical 758,769 O B-Process +on 770,772 O I-Process +- 772,773 O I-Process +shell 773,778 O I-Process +equations 779,788 O I-Process +. 788,789 O O + +The 790,793 O O +light 794,799 O O +- 799,800 O O +cone 800,804 O O +Hamiltonian 805,816 O O +in 817,819 O O +a 820,821 O O +string 822,828 O O +picture 829,836 O O +is 837,839 O O +formulated 840,850 O O +in 851,853 O O +Ref 854,857 O O +. 857,858 O O + +[ 859,860 O O +3 860,861 O O +] 861,862 O O +. 862,863 O O + +More 864,868 O O +ambitious 869,878 O O +is 879,881 O O +the 882,885 O O +construction 886,898 O B-Task +of 899,901 O I-Task +an 902,904 O I-Task +effective 905,914 O I-Task +Hamiltonian 915,926 O I-Task +including 927,936 O I-Task +the 937,940 O I-Task +gauge 941,946 O I-Task +degrees 947,954 O I-Task +of 955,957 O I-Task +freedom 958,965 O I-Task +explicitly 966,976 O I-Task +and 977,980 O O +then 981,985 O O +solving 986,993 O B-Process +the 994,997 O I-Process +bound 998,1003 O I-Process +state 1004,1009 O I-Process +problem 1010,1017 O I-Process +. 1017,1018 O O + +For 1019,1022 O O +mesons 1023,1029 O B-Material +this 1030,1034 O O +approach 1035,1043 O O +[ 1044,1045 O O +4,5 1045,1048 O O +] 1048,1049 O O +still 1050,1055 O O +needs 1056,1061 O O +many 1062,1066 O O +parameters 1067,1077 O O +to 1078,1080 O O +be 1081,1083 O O +fixed 1084,1089 O O +. 1089,1090 O O + +Attempts 1091,1099 O O +have 1100,1104 O O +been 1105,1109 O O +made 1110,1114 O O +to 1115,1117 O O +solve 1118,1123 O B-Task +the 1124,1127 O I-Task +valence 1128,1135 O I-Task +quark 1136,1141 O I-Task +wave 1142,1146 O I-Task +function 1147,1155 O I-Task +for 1156,1159 O I-Task +mesons 1160,1166 O I-Task +in 1167,1169 O O +a 1170,1171 O O +simple 1172,1178 O B-Process +Hamiltonian 1179,1190 O I-Process +with 1191,1195 O I-Process +a 1196,1197 O I-Process +two 1198,1201 O I-Process +- 1201,1202 O I-Process +body 1202,1206 O I-Process +potential 1207,1216 O I-Process +[ 1217,1218 O O +6 1218,1219 O O +] 1219,1220 O O +. 1220,1221 O O + + +-DOCSTART- (S0370269304009062) + +The 0,3 O O +microwave 4,13 O B-Process +background 14,24 O I-Process +is 25,27 O O +not 28,31 O O +the 32,35 O O +only 36,40 O O +universal 41,50 O B-Material +photon 51,57 O I-Material +field 58,63 O I-Material +that 64,68 O O +has 69,72 O O +to 73,75 O O +be 76,78 O O +taken 79,84 O B-Process +in 85,87 O I-Process +consideration 88,101 O I-Process +. 101,102 O O + +Especially 103,113 O O +interesting 114,125 O O +is 126,128 O O +the 129,132 O O +isotropic 133,142 O B-Process +infrared 143,151 O I-Process +and 152,155 O I-Process +optical 156,163 O I-Process +background 164,174 O I-Process +( 175,176 O O +IRB 176,179 O B-Process +) 179,180 O O +. 180,181 O O + +The 182,185 O O +number 186,192 O O +density 193,200 O O +of 201,203 O O +IRB 204,207 O B-Process +is 208,210 O O +smaller 211,218 O O +than 219,223 O O +that 224,228 O O +of 229,231 O O +MBR 232,235 O B-Process +by 236,238 O O +more 239,243 O O +that 244,248 O O +two 249,252 O O +orders 253,259 O O +of 260,262 O O +magnitude 263,272 O O +. 272,273 O O + +On 274,276 O O +the 277,280 O O +other 281,286 O O +hand 287,291 O O +, 291,292 O O +protons 293,300 O B-Material +of 301,303 O O +lower 304,309 O O +energy 310,316 O O +can 317,320 O O +interact 321,329 O O +on 330,332 O O +the 333,336 O O +IRB 337,340 O B-Process +, 340,341 O O +and 342,345 O O +the 346,349 O B-Process +smaller 350,357 O I-Process +number 358,364 O I-Process +density 365,372 O I-Process +has 373,376 O I-Process +to 377,379 O I-Process +be 380,382 O I-Process +weighted 383,391 O I-Process +with 392,396 O I-Process +the 397,400 O I-Process +higher 401,407 O I-Process +flux 408,412 O I-Process +of 413,415 O I-Process +interacting 416,427 O I-Process +protons 428,435 O I-Process +. 435,436 O O + +The 437,440 O O +present 441,448 O B-Task +Universe 449,457 O I-Task +is 458,460 O O +optically 461,470 O O +thin 471,475 O O +to 476,478 O O +1019 479,483 O O +eV 484,486 O O +and 487,490 O O +lower 491,496 O B-Material +energy 497,503 O I-Material +protons 504,511 O I-Material +, 511,512 O O +but 513,516 O O +even 517,521 O O +at 522,524 O O +low 525,528 O O +redshifts 529,538 O O +the 539,542 O O +proton 543,549 O B-Task +interaction 550,561 O I-Task +rate 562,566 O I-Task +quickly 567,574 O O +increases 575,584 O O +. 584,585 O O + +This 586,590 O O +is 591,593 O O +different 594,603 O O +from 604,608 O O +the 609,612 O O +interactions 613,625 O B-Task +on 626,628 O I-Task +MBR 629,632 O I-Task +, 632,633 O O +where 634,639 O O +the 640,643 O O +interacting 644,655 O B-Material +protons 656,663 O I-Material +quickly 664,671 O B-Process +lose 672,676 O I-Process +their 677,682 O I-Process +energy 683,689 O I-Process +even 690,694 O I-Process +at 695,697 O I-Process +z=0 698,701 O I-Process +. 701,702 O O + +The 703,706 O O +cosmological 707,719 O B-Process +evolution 720,729 O I-Process +of 730,732 O I-Process +UHECR 733,738 O I-Process +injection 739,748 O I-Process +is 749,751 O O +thus 752,756 O O +of 757,759 O O +major 760,765 O O +importance 766,776 O O +for 777,780 O O +the 781,784 O O +contribution 785,797 O O +of 798,800 O O +such 801,805 O O +interactions 806,818 O O +to 819,821 O O +the 822,825 O O +flux 826,830 O B-Task +of 831,833 O I-Task +cosmogenic 834,844 O I-Task +neutrinos 845,854 O I-Task +. 854,855 O O + + +-DOCSTART- (S0370269304009074) + +In 0,2 O O +this 3,7 O O +Letter 8,14 O O +, 14,15 O O +we 16,18 O O +extend 19,25 O B-Task +the 26,29 O I-Task +McVittie 30,38 O I-Task +'s 38,40 O I-Task +solution 41,49 O I-Task +into 50,54 O I-Task +charged 55,62 O I-Task +black 63,68 O I-Task +holes 69,74 O I-Task +. 74,75 O O + +We 76,78 O O +first 79,84 O O +deduce 85,91 O O +the 92,95 O O +metric 96,102 O O +for 103,106 O O +a 107,108 O O +Reissner 109,117 O O +– 117,118 O O + +Nordström 118,127 O O +black 128,133 O O +hole 134,138 O O +in 139,141 O O +the 142,145 O O +expanding 146,155 O O +universe 156,164 O O + +; 164,165 O O +several 166,173 O O +special 174,181 O O +cases 182,187 O O +of 188,190 O O +our 191,194 O O +solution 195,203 O O +are 204,207 O O +exactly 208,215 O O +the 216,219 O O +same 220,224 O O +as 225,227 O O +some 228,232 O O +solutions 233,242 O O +discovered 243,253 O O +previously 254,264 O O +. 264,265 O O + +In 266,268 O O +the 269,272 O O +previous 273,281 O O +work 282,286 O O +[ 287,288 O O +6 288,289 O O +] 289,290 O O +we 291,293 O O +have 294,298 O O +applied 299,306 O B-Task +the 307,310 O I-Task +asymptotic 311,321 O I-Task +conditions 322,332 O I-Task +to 333,335 O I-Task +derive 336,342 O I-Task +the 343,346 O I-Task +Schwarzschild 347,360 O I-Task +metric 361,367 O I-Task +in 368,370 O I-Task +the 371,374 O I-Task +expanding 375,384 O I-Task +universe 385,393 O I-Task +, 393,394 O O +which 395,400 O O +is 401,403 O O +exactly 404,411 O O +the 412,415 O O +same 416,420 O O +as 421,423 O O +that 424,428 O O +derived 429,436 O O +by 437,439 O O +McVittie 440,448 O O +by 449,451 O O +solving 452,459 O B-Process +the 460,463 O I-Process +full 464,468 O I-Process +Einstein 469,477 O I-Process +equations 478,487 O I-Process +. 487,488 O O + +That 489,493 O O +demonstrates 494,506 O O +the 507,510 O O +power 511,516 O O +of 517,519 O O +this 520,524 O O +simple 525,531 O O +and 532,535 O O +straight 536,544 O O +- 544,545 O O +forward 545,552 O O +approach 553,561 O O +. 561,562 O O + +In 563,565 O O +this 566,570 O O +Letter 571,577 O O +we 578,580 O O +follow 581,587 O B-Process +the 588,591 O I-Process +same 592,596 O I-Process +procedure 597,606 O I-Process +to 607,609 O I-Process +derive 610,616 O I-Process +the 617,620 O I-Process +metric 621,627 O I-Process +for 628,631 O O +the 632,635 O O +Reissner 636,644 O O +– 644,645 O O + +Nordström 645,654 O O +black 655,660 O O +holes 661,666 O O +in 667,669 O O +Friedman 670,678 O O + +– 678,679 O O + +Robertson 679,688 O O +– 688,689 O O +Walker 689,695 O O +universe 696,704 O O +. 704,705 O O + +We 706,708 O O +then 709,713 O O +study 714,719 O B-Task +the 720,723 O I-Task +influences 724,734 O I-Task +of 735,737 O I-Task +the 738,741 O I-Task +evolution 742,751 O I-Task +of 752,754 O I-Task +the 755,758 O I-Task +universe 759,767 O I-Task +on 768,770 O I-Task +the 771,774 O I-Task +size 775,779 O I-Task +of 780,782 O I-Task +the 783,786 O I-Task +black 787,792 O I-Task +hole 793,797 O I-Task +. 797,798 O O + +Finally 799,806 O O +, 806,807 O O +in 808,810 O O +order 811,816 O O +to 817,819 O O +study 820,825 O B-Task +the 826,829 O I-Task +motion 830,836 O I-Task +of 837,839 O I-Task +the 840,843 O I-Task +planet 844,850 O I-Task +, 850,851 O O +we 852,854 O O +rewrite 855,862 O B-Process +the 863,866 O I-Process +metric 867,873 O I-Process +from 874,878 O I-Process +the 879,882 O I-Process +cosmic 883,889 O I-Process +coordinates 890,901 O I-Process +system 902,908 O I-Process +to 909,911 O I-Process +the 912,915 O I-Process +Schwarzschild 916,929 O I-Process +coordinates 930,941 O I-Process +system 942,948 O I-Process +. 948,949 O O + + +-DOCSTART- (S0370269304009086) + +The 0,3 O O +ART 4,7 O B-Process +model 8,13 O I-Process +is 14,16 O O +a 17,18 O O +hadronic 19,27 O B-Process +transport 28,37 O I-Process +model 38,43 O I-Process +that 44,48 O O +includes 49,57 O O +baryons 58,65 O B-Material +such 66,70 O O +as 71,73 O O +N 74,75 O B-Material +, 75,76 O I-Material +Δ(1232 77,83 O I-Material +) 83,84 O I-Material +, 84,85 O O +N∗(1440 86,93 O B-Material +) 93,94 O I-Material +, 94,95 O O +N∗(1535 96,103 O B-Material +) 103,104 O I-Material +, 104,105 O O +Λ 106,107 O B-Material +, 107,108 O O +Σ 109,110 O B-Material +, 110,111 O O +and 112,115 O O +mesons 116,122 O B-Material +such 123,127 O O +as 128,130 O O +π 131,132 O B-Material +, 132,133 O O +ρ 134,135 O B-Material +, 135,136 O O +ω 137,138 O B-Material +, 138,139 O O +η 140,141 O B-Material +, 141,142 O O +K 143,144 O B-Material +, 144,145 O O +K∗. 146,149 O B-Material +Both 150,154 O O +elastic 155,162 O B-Task +and 163,166 O I-Task +inelastic 167,176 O I-Task +collisions 177,187 O I-Task +among 188,193 O O +most 194,198 O O +of 199,201 O O +these 202,207 O B-Material +particles 208,217 O I-Material +are 218,221 O O +included 222,230 O O +by 231,233 O O +using 234,239 O O +the 240,243 O O +experimental 244,256 O B-Material +data 257,261 O I-Material +from 262,266 O I-Material +hadron 267,273 O I-Material +– 273,274 O I-Material +hadron 274,280 O I-Material +collisions 281,291 O I-Material +. 291,292 O O + +The 293,296 O O +ART 297,300 O B-Process +model 301,306 O I-Process +has 307,310 O O +been 311,315 O O +quite 316,321 O O +successful 322,332 O O +in 333,335 O O +explaining 336,346 O B-Task +many 347,351 O I-Task +experimental 352,364 O I-Task +observations 365,377 O I-Task +, 377,378 O O +including 379,388 O O +the 389,392 O O +surprisingly 393,405 O O +large 406,411 O O +kaon 412,416 O B-Process +antiflow 417,425 O I-Process +[ 426,427 O O +11,12 427,432 O O +] 432,433 O O +in 434,436 O O +heavy 437,442 O B-Process +ion 443,446 O I-Process +collisions 447,457 O I-Process +at 458,460 O O +AGS 461,464 O B-Process +energies 465,473 O I-Process +. 473,474 O O + +The 475,478 O O +ART 479,482 O B-Process +model 483,488 O I-Process +also 489,493 O O +allows 494,500 O O +us 501,503 O O +to 504,506 O O +understand 507,517 O B-Task +whether 518,525 O I-Task +or 526,528 O I-Task +not 529,532 O I-Task +the 533,536 O I-Task +strongly 537,545 O I-Task +interacting 546,557 O I-Task +matter 558,564 O I-Task +formed 565,571 O I-Task +in 572,574 O I-Task +these 575,580 O I-Task +collisions 581,591 O I-Task +reaches 592,599 O I-Task +chemical 600,608 O I-Task +and/or 609,615 O I-Task +thermal 616,623 O I-Task +equilibrium 624,635 O I-Task +. 635,636 O O + +In 637,639 O O +the 640,643 O O +present 644,651 O O +study 652,657 O O +, 657,658 O O +we 659,661 O O +extend 662,668 O B-Task +the 669,672 O I-Task +ART 673,676 O I-Task +model 677,682 O I-Task +to 683,685 O I-Task +include 686,693 O I-Task +perturbatively 694,708 O I-Task +the 709,712 O I-Task +Ξ 713,714 O I-Task +particle 715,723 O I-Task +as 724,726 O O +in 727,729 O O +the 730,733 O O +studies 734,741 O O +for 742,745 O O +other 746,751 O O +rare 752,756 O B-Material +particles 757,766 O I-Material +using 767,772 O O +the 773,776 O O +transport 777,786 O B-Material +model 787,792 O I-Material +[ 793,794 O O +6,13,14 794,801 O O +] 801,802 O O +. 802,803 O O + + +-DOCSTART- (S0370269304009104) + +Though 0,6 O O +, 6,7 O O +in 8,10 O O +this 11,15 O O +Letter 16,22 O O +we 23,25 O O +have 26,30 O O +constructed 31,42 O B-Task +the 43,46 O I-Task +Born 47,51 O I-Task +– 51,52 O I-Task +Infeld 52,58 O I-Task +black 59,64 O I-Task +holes 65,70 O I-Task +in 71,73 O I-Task +the 74,77 O I-Task +presence 78,86 O I-Task +of 87,89 O I-Task +a 90,91 O I-Task +cosmological 92,104 O I-Task +constant 105,113 O I-Task +and 114,117 O O +discussed 118,127 O B-Task +their 128,133 O I-Task +thermodynamical 134,149 O I-Task +properties 150,160 O I-Task +, 160,161 O O +many 162,166 O O +issues 167,173 O O +however 174,181 O O +still 182,187 O O +remain 188,194 O O +to 195,197 O O +be 198,200 O O +investigated 201,213 O O +. 213,214 O O + +We 215,217 O O +know 218,222 O O +that 223,227 O O +Reissner 228,236 O O +– 236,237 O O + +Nordström 237,246 O O +AdS 247,250 O O + +black 251,256 O O +holes 257,262 O O +undergo 263,270 O O + +Hawking 271,278 O B-Process +– 278,279 O I-Process +Page 279,283 O I-Process +phase 284,289 O I-Process +transition 290,300 O I-Process +. 300,301 O O + +This 302,306 O O +transition 307,317 O O +gets 318,322 O O +modified 323,331 O O +as 332,334 O O +we 335,337 O O +include 338,345 O O +Born 346,350 O O +– 350,351 O O + +Infeld 351,357 O O +corrections 358,369 O O +into 370,374 O O +account 375,382 O O +. 382,383 O O + +We 384,386 O O +hope 387,391 O O +to 392,394 O O +carry 395,400 O O +out 401,404 O O +a 405,406 O O +detail 407,413 O O +study 414,419 O O +on 420,422 O O +this 423,427 O O +issue 428,433 O O +in 434,436 O O +the 437,440 O O +future 441,447 O O +. 447,448 O O + +Furthermore 449,460 O O +, 460,461 O O +in 462,464 O O +the 465,468 O O +context 469,476 O O +of 477,479 O O +brane 480,485 O B-Task +world 486,491 O I-Task +cosmology 492,501 O I-Task +, 501,502 O O +it 503,505 O O +was 506,509 O O +found 510,515 O O +that 516,520 O O +a 521,522 O O +brane 523,528 O B-Material +moving 529,535 O O +in 536,538 O O +a 539,540 O O +Reissner 541,549 O O +– 549,550 O O + +Nordström 550,559 O O +AdS 560,563 O O +background 564,574 O O +generates 575,584 O O +non 585,588 O B-Task +- 588,589 O I-Task +singular 589,597 O I-Task +cosmology 598,607 O I-Task +[ 608,609 O O +14 609,611 O O +] 611,612 O O +. 612,613 O O + +However 614,621 O O +, 621,622 O O +as 623,625 O O +shown 626,631 O O +in 632,634 O O +[ 635,636 O O +15 636,638 O O +] 638,639 O O +, 639,640 O O +the 641,644 O O +brane 645,650 O B-Material +always 651,657 O O +crosses 658,665 O B-Process +the 666,669 O I-Process +inner 670,675 O I-Process +horizon 676,683 O I-Process +of 684,686 O I-Process +the 687,690 O I-Process +bulk 691,695 O I-Process +geometry 696,704 O I-Process +, 704,705 O O +creating 706,714 O O +an 715,717 O O +instability 718,729 O B-Process +. 729,730 O O + +It 731,733 O O +would 734,739 O O +be 740,742 O O +interesting 743,754 O O +to 755,757 O O +study 758,763 O B-Task +cosmology 764,773 O I-Task +on 774,776 O I-Task +the 777,780 O I-Task +brane 781,786 O I-Task +when 787,791 O I-Task +it 792,794 O I-Task +is 795,797 O I-Task +moving 798,804 O I-Task +in 805,807 O I-Task +the 808,811 O I-Task +charged 812,819 O I-Task +black 820,825 O I-Task +hole 826,830 O I-Task +backgrounds 831,842 O I-Task +that 843,847 O O +we 848,850 O O +have 851,855 O O +constructed 856,867 O O +. 867,868 O O + +Note 869,873 O O +that 874,878 O O +since 879,884 O O +these 885,890 O O +charged 891,898 O B-Material +holes 899,904 O I-Material +does 905,909 O O +not 910,913 O O +have 914,918 O O +inner 919,924 O O +horizon 925,932 O O +for 933,936 O O +certain 937,944 O O +range 945,950 O O +of 951,953 O O +parameters 954,964 O O +, 964,965 O O +we 966,968 O O +may 969,972 O O +generate 973,981 O B-Task +non 982,985 O I-Task +- 985,986 O I-Task +singular 986,994 O I-Task +cosmology 995,1004 O I-Task +without 1005,1012 O I-Task +creating 1013,1021 O I-Task +the 1022,1025 O I-Task +instabilities 1026,1039 O I-Task +that 1040,1044 O O +we 1045,1047 O O +have 1048,1052 O O +just 1053,1057 O O +mentioned 1058,1067 O O +. 1067,1068 O O + + +-DOCSTART- (S0370269304009116) + +We 0,2 O O +prove 3,8 O B-Process +the 9,12 O I-Process +uniqueness 13,23 O I-Process +of 24,26 O O +the 27,30 O O +supersymmetric 31,45 O O +Salam 46,51 O O +– 51,52 O O + +Sezgin 52,58 O O +( 59,60 O O +Minkowski)4×S2 60,74 O O +ground 75,81 O O +state 82,87 O O +among 88,93 O O +all 94,97 O O +non 98,101 O B-Task +- 101,102 O I-Task +singular 102,110 O I-Task +solutions 111,120 O I-Task +with 121,125 O I-Task +a 126,127 O I-Task +four 128,132 O I-Task +- 132,133 O I-Task +dimensional 133,144 O I-Task +Poincaré 145,153 O I-Task +, 153,154 O O +de 155,157 O B-Task +Sitter 158,164 O I-Task +or 165,167 O I-Task +anti 168,172 O I-Task +- 172,173 O I-Task +de 173,175 O I-Task +Sitter 176,182 O I-Task +symmetry 183,191 O I-Task +. 191,192 O O + +We 193,195 O O +construct 196,205 O B-Process +the 206,209 O I-Process +most 210,214 O I-Process +general 215,222 O I-Process +solutions 223,232 O I-Process +with 233,237 O O +an 238,240 O O +axial 241,246 O B-Task +symmetry 247,255 O I-Task +in 256,258 O I-Task +the 259,262 O I-Task +two 263,266 O I-Task +- 266,267 O I-Task +dimensional 267,278 O I-Task +internal 279,287 O I-Task +space 288,293 O I-Task +, 293,294 O I-Task +and 295,298 O O +show 299,303 O O +that 304,308 O O +included 309,317 O O +amongst 318,325 O O +these 326,331 O O +is 332,334 O O +a 335,336 O O +family 337,343 O O +that 344,348 O O +is 349,351 O O +non 352,355 O B-Process +- 355,356 O I-Process +singular 356,364 O I-Process +away 365,369 O I-Process +from 370,374 O I-Process +a 375,376 O I-Process +conical 377,384 O I-Process +defect 385,391 O I-Process +at 392,394 O O +one 395,398 O O +pole 399,403 O O +of 404,406 O O +a 407,408 O O +distorted 409,418 O O +2-sphere 419,427 O O +. 427,428 O O + +These 429,434 O O +solutions 435,444 O O +admit 445,450 O O +the 451,454 O O +interpretation 455,469 O B-Process +of 470,472 O I-Process +3-branes 473,481 O I-Process +with 482,486 O I-Process +negative 487,495 O I-Process +tension 496,503 O I-Process +. 503,504 O O + + +-DOCSTART- (S0370269304009141) + +Longitudinal 0,12 O B-Task +beam 13,17 O I-Task +and 18,21 O I-Task +target 22,28 O I-Task +single 29,35 O I-Task +- 35,36 O I-Task +spin 36,40 O I-Task +asymmetries 41,52 O I-Task +have 53,57 O O +been 58,62 O O +at 63,65 O O +the 66,69 O O +center 70,76 O O +of 77,79 O O +the 80,83 O O +attention 84,93 O O +lately 94,100 O O +, 100,101 O O +since 102,107 O O +they 108,112 O O +have 113,117 O O +been 118,122 O O +measured 123,131 O O +by 132,134 O O +the 135,138 O O +HERMES 139,145 O B-Process +and 146,149 O I-Process +CLAS 150,154 O I-Process +experimental 155,167 O I-Process +Collaborations 168,182 O I-Process +[ 183,184 O O +1–4 184,187 O O +] 187,188 O O +and 189,192 O O +more 193,197 O O +measurements 198,210 O O +are 211,214 O O +planned 215,222 O O +. 222,223 O O + +They 224,228 O O +were 229,233 O O +originally 234,244 O O +believed 245,253 O O +to 254,256 O O +be 257,259 O O +signals 260,267 O O +of 268,270 O O +the 271,274 O O +so 275,277 O O +- 277,278 O O +called 278,284 O O +T 285,286 O B-Process +- 286,287 O I-Process +odd 287,290 O I-Process +fragmentation 291,304 O I-Process +functions 305,314 O I-Process +[ 315,316 O O +5 316,317 O O +] 317,318 O O +, 318,319 O O +in 320,322 O O +particular 323,333 O O +, 333,334 O O +of 335,337 O O +the 338,341 O O +Collins 342,349 O B-Process +function 350,358 O I-Process +[ 359,360 O O +6–12 360,364 O O +] 364,365 O O +. 365,366 O O + +However 367,374 O O +, 374,375 O O +both 376,380 O O +types 381,386 O O +of 387,389 O O +asymmetry 390,399 O O +can 400,403 O O +receive 404,411 O B-Process +contributions 412,425 O I-Process +also 426,430 O I-Process +from 431,435 O I-Process +T 436,437 O I-Process +- 437,438 O I-Process +odd 438,441 O I-Process +distribution 442,454 O I-Process +functions 455,464 O I-Process +[ 465,466 O O +13–16 466,471 O O +] 471,472 O O +, 472,473 O O +a 474,475 O O +fact 476,480 O O +that 481,485 O O +has 486,489 O O +often 490,495 O O +been 496,500 O O +neglected 501,510 O O +in 511,513 O O +analyses 514,522 O O +. 522,523 O O + +An 524,526 O O +exhaustive 527,537 O B-Task +treatment 538,547 O I-Task +of 548,550 O I-Task +the 551,554 O I-Task +contributions 555,568 O I-Task +of 569,571 O I-Task +T 572,573 O I-Task +- 573,574 O I-Task +odd 574,577 O I-Task +distribution 578,590 O I-Task +functions 591,600 O I-Task +has 601,604 O O +not 605,608 O O +been 609,613 O O +carried 614,621 O O +out 622,625 O O +completely 626,636 O O +so 637,639 O O +far 640,643 O O +, 643,644 O O +especially 645,655 O O +up 656,658 O O +to 659,661 O O +subleading 662,672 O B-Process +order 673,678 O I-Process +in 679,681 O I-Process +an 682,684 O I-Process +expansion 685,694 O I-Process +in 695,697 O I-Process +1/Q 698,701 O I-Process +, 701,702 O O +Q2 703,705 O O +being 706,711 O O +the 712,715 O O +virtuality 716,726 O O +of 727,729 O O +the 730,733 O O +incident 734,742 O B-Material +photon 743,749 O I-Material +and 750,753 O O +the 754,757 O O +only 758,762 O O +hard 763,767 O O +scale 768,773 O O +of 774,776 O O +the 777,780 O O +process 781,788 O O +, 788,789 O O +and 790,793 O O +including 794,803 O O +quark 804,809 O B-Process +mass 810,814 O I-Process +corrections 815,826 O I-Process +. 826,827 O O + +It 828,830 O O +is 831,833 O O +the 834,837 O O +purpose 838,845 O O +of 846,848 O O +the 849,852 O O +present 853,860 O O +work 861,865 O O +to 866,868 O O +describe 869,877 O B-Task +the 878,881 O I-Task +longitudinal 882,894 O I-Task +beam 895,899 O I-Task +and 900,903 O I-Task +target 904,910 O I-Task +spin 911,915 O I-Task +asymmetries 916,927 O I-Task +in 928,930 O O +a 931,932 O O +complete 933,941 O O +way 942,945 O O +in 946,948 O O +terms 949,954 O O +of 955,957 O O +leading 958,965 O O +and 966,969 O O +subleading 970,980 O O +twist 981,986 O B-Process +distribution 987,999 O I-Process +and 1000,1003 O O +fragmentation 1004,1017 O B-Process +functions 1018,1027 O I-Process +. 1027,1028 O O + +We 1029,1031 O O +consider 1032,1040 O O +both 1041,1045 O O +single 1046,1052 O B-Process +- 1052,1053 O I-Process +particle 1053,1061 O I-Process +inclusive 1062,1071 O I-Process +DIS 1072,1075 O I-Process +, 1075,1076 O O +e+p→e′+h+X 1077,1087 O B-Process +, 1087,1088 O O +and 1089,1092 O O +single 1093,1099 O B-Process +- 1099,1100 O I-Process +jet 1100,1103 O I-Process +inclusive 1104,1113 O I-Process +DIS 1114,1117 O I-Process +, 1117,1118 O O +e+p→e′+jet+X. 1119,1132 O B-Process + +We 1133,1135 O O +assume 1136,1142 O O +factorization 1143,1156 O B-Process +holds 1157,1162 O O +for 1163,1166 O O +these 1167,1172 O O +processes 1173,1182 O O +, 1182,1183 O O +even 1184,1188 O O +though 1189,1195 O O +at 1196,1198 O O +present 1199,1206 O O +there 1207,1212 O O +is 1213,1215 O O +no 1216,1218 O O +factorization 1219,1232 O B-Task +proof 1233,1238 O I-Task +for 1239,1242 O I-Task +observables 1243,1254 O I-Task +containing 1255,1265 O I-Task +subleading 1266,1276 O I-Task +- 1276,1277 O I-Task +twist 1277,1282 O I-Task +transverse 1283,1293 O I-Task +- 1293,1294 O I-Task +momentum 1294,1302 O I-Task +dependent 1303,1312 O I-Task +functions 1313,1322 O I-Task +( 1323,1324 O O +only 1324,1328 O O +recently 1329,1337 O O +proofs 1338,1344 O B-Task +for 1345,1348 O I-Task +the 1349,1352 O I-Task +leading 1353,1360 O I-Task +- 1360,1361 O I-Task +twist 1361,1366 O I-Task +case 1367,1371 O I-Task +have 1372,1376 O O +been 1377,1381 O O +presented 1382,1391 O O +in 1392,1394 O O +Refs 1395,1399 O O +. 1399,1400 O O + +[ 1401,1402 O O +17,18 1402,1407 O O +] 1407,1408 O O +) 1408,1409 O O +. 1409,1410 O O + + +-DOCSTART- (S0370269304009165) + +There 0,5 O O +are 6,9 O O +many 10,14 O O +possible 15,23 O O +applications 24,36 O B-Task +for 37,40 O I-Task +this 41,45 O I-Task +mechanism 46,55 O I-Task +. 55,56 O O + +In 57,59 O O +this 60,64 O O +Letter 65,71 O O +, 71,72 O O +we 73,75 O O +have 76,80 O O +concentrated 81,93 O O +on 94,96 O O +its 97,100 O B-Task +contribution 101,113 O I-Task +to 114,116 O I-Task +leptogenesis 117,129 O I-Task +and 130,133 O I-Task +baryogenesis 134,146 O I-Task +. 146,147 O O + +Our 148,151 O O +calculation 152,163 O O +is 164,166 O O +applicable 167,177 O O +in 178,180 O B-Process +the 181,184 O I-Process +phase 185,190 O I-Process +when 191,195 O I-Process +the 196,199 O I-Process +fields 200,206 O I-Process +are 207,210 O I-Process +rolling 211,218 O I-Process +. 218,219 O O + +This 220,224 O O +rolling 225,232 O B-Process +phase 233,238 O I-Process +will 239,243 O O +start 244,249 O O +when 250,254 O O +the 255,258 O O +Hubble 259,265 O B-Process +constant 266,274 O I-Process +drops 275,280 O I-Process +to 281,283 O I-Process +a 284,285 O I-Process +value 286,291 O I-Process +comparable 292,302 O I-Process +to 303,305 O I-Process +the 306,309 O I-Process +mass 310,314 O I-Process +of 315,317 O I-Process +the 318,321 O I-Process +scalar 322,328 O I-Process +fields 329,335 O I-Process +. 335,336 O O + +It 337,339 O O +is 340,342 O O +at 343,345 O O +this 346,350 O O +time 351,355 O O +in 356,358 O O +the 359,362 O O +cosmological 363,375 O B-Process +evolution 376,385 O I-Process +that 386,390 O O +CP 391,393 O B-Process +violation 394,403 O I-Process +is 404,406 O O +most 407,411 O O +efficient 412,421 O O +. 421,422 O O + +After 423,428 O O +the 429,432 O O +fields 433,439 O B-Process +have 440,444 O I-Process +relaxed 445,452 O I-Process +to 453,455 O I-Process +their 456,461 O I-Process +vacuum 462,468 O I-Process +values 469,475 O I-Process +, 475,476 O O +our 477,480 O O +CP 481,483 O B-Process +violation 484,493 O I-Process +mechanism 494,503 O I-Process +turns 504,509 O O +off 510,513 O O +. 513,514 O O + +We 515,517 O O +plan 518,522 O O +to 523,525 O O +discuss 526,533 O O +more 534,538 O O +details 539,546 O O +, 546,547 O O +in 548,550 O O +particular 551,561 O O +applications 562,574 O B-Task +to 575,577 O I-Task +concrete 578,586 O I-Task +baryogenesis 587,599 O I-Task +models 600,606 O I-Task +, 606,607 O O +in 608,610 O O +a 611,612 O O +future 613,619 O O +publication 620,631 O O +[ 632,633 O O +20 633,635 O O +] 635,636 O O +. 636,637 O O + +Note 638,642 O O +that 643,647 O O +string 648,654 O B-Task +cosmology 655,664 O I-Task +and 665,668 O O +brane 669,674 O B-Task +world 675,680 O I-Task +scenarios 681,690 O I-Task +may 691,694 O O +provide 695,702 O O +natural 703,710 O O +settings 711,719 O O +for 720,723 O O +the 724,727 O O +origin 728,734 O O +of 735,737 O O +the 738,741 O O +scalar 742,748 O B-Material +fields 749,755 O I-Material +required 756,764 O O +for 765,768 O O +our 769,772 O B-Process +mechanism 773,782 O I-Process +( 783,784 O O +e.g. 784,788 O O +see 789,792 O O +Ref 793,796 O O +. 796,797 O O + +[ 798,799 O O +30 799,801 O O +] 801,802 O O +for 803,806 O O +a 807,808 O O +recent 809,815 O O +paper 816,821 O O +on 822,824 O O +how 825,828 O B-Task +scalar 829,835 O I-Task +fields 836,842 O I-Task +from 843,847 O I-Task +brane 848,853 O I-Task +world 854,859 O I-Task +scenarios 860,869 O I-Task +can 870,873 O I-Task +play 874,878 O I-Task +a 879,880 O I-Task +new 881,884 O I-Task +role 885,889 O I-Task +in 890,892 O I-Task +spontaneous 893,904 O I-Task +baryogenesis 905,917 O I-Task +) 917,918 O O +. 918,919 O O + + +-DOCSTART- (S0370269304009177) + +In 0,2 O O +the 3,6 O O +brane 7,12 O B-Material +system 13,19 O I-Material +appearing 20,29 O O +in 30,32 O O +string 33,39 O O +/ 39,40 O O + +D 40,41 O O +- 41,42 O O +brane 42,47 O O +theory 48,54 O O +, 54,55 O O +the 56,59 O O +stableness 60,70 O B-Task +is 71,73 O O +the 74,77 O O +most 78,82 O O +important 83,92 O O +requirement 93,104 O O +. 104,105 O O + +We 106,108 O O +find 109,113 O O +some 114,118 O O +stable 119,125 O B-Process +brane 126,131 O I-Process +configurations 132,146 O I-Process +in 147,149 O O +the 150,153 O O +SUSY 154,158 O B-Process +bulk 159,163 O I-Process +- 163,164 O I-Process +boundary 164,172 O I-Process +theory 173,179 O I-Process +. 179,180 O O + +We 181,183 O O +systematically 184,198 O O +solve 199,204 O B-Task +the 205,208 O I-Task +singular 209,217 O I-Task +field 218,223 O I-Task +equation 224,232 O I-Task +using 233,238 O O +a 239,240 O O +general 241,248 O B-Process +mathematical 249,261 O I-Process +result 262,268 O I-Process +about 269,274 O I-Process +the 275,278 O I-Process +free 279,283 O I-Process +- 283,284 O I-Process +wave 284,288 O I-Process +solution 289,297 O I-Process +in 298,300 O O +S1/Z2-space 301,312 O O +. 312,313 O O + +The 314,317 O O +two 318,321 O O +scalars 322,329 O O +, 329,330 O O +the 331,334 O O +extra 335,340 O B-Process +- 340,341 O I-Process +component 341,350 O I-Process +of 351,353 O I-Process +the 354,357 O I-Process +bulk 358,362 O I-Process +- 362,363 O I-Process +vector 363,369 O I-Process +( 370,371 O O +A5 371,373 O B-Process +) 373,374 O O +and 375,378 O O +the 379,382 O O +bulk 383,387 O B-Process +- 387,388 O I-Process +scalar 388,394 O I-Process +( 395,396 O O +Φ 396,397 O B-Process +) 397,398 O O +, 398,399 O O +constitute 400,410 O O +the 411,414 O O +solutions 415,424 O O +. 424,425 O O + +Their 426,431 O O +different 432,441 O B-Task +roles 442,447 O I-Task +are 448,451 O I-Task +clarified 452,461 O I-Task +. 461,462 O O + +The 463,466 O O +importance 467,477 O O +of 478,480 O O +the 481,484 O O +“ 485,486 O O +parallel 486,494 O O +” 494,495 O O +configuration 496,509 O O +is 510,512 O O +disclosed 513,522 O O +. 522,523 O O + +The 524,527 O O +boundary 528,536 O B-Process +condition 537,546 O I-Process +( 547,548 O O +of 548,550 O O +A5 551,553 O O +) 553,554 O O +and 555,558 O O +the 559,562 O O +boundary 563,571 O O +matter 572,578 O O +fields 579,585 O O +are 586,589 O O +two 590,593 O O +important 594,603 O O +elements 604,612 O O +for 613,616 O O +making 617,623 O O +the 624,627 O O +localized 628,637 O O +configuration 638,651 O O +. 651,652 O O + +Among 653,658 O O +all 659,662 O O +solutions 663,672 O O +, 672,673 O O +the 674,677 O O +solution 678,686 O B-Process +( 687,688 O O +c1=−1 688,693 O B-Process +, 693,694 O I-Process +c2=−1 695,700 O I-Process +) 700,701 O O +is 702,704 O O +expected 705,713 O O +to 714,716 O O +be 717,719 O O +the 720,723 O O +thin 724,728 O B-Process +- 728,729 O I-Process +wall 729,733 O I-Process +limit 734,739 O I-Process +of 740,742 O O +a 743,744 O O +kink 745,749 O B-Process +solution 750,758 O I-Process +. 758,759 O O + +We 760,762 O O +present 763,770 O O +a 771,772 O O +bulk 773,777 O B-Process +Higgs 778,783 O I-Process +model 784,789 O I-Process +corresponding 790,803 O O +to 804,806 O O +the 807,810 O O +non 811,814 O B-Process +- 814,815 O I-Process +singular 815,823 O I-Process +solution 824,832 O I-Process +. 832,833 O O + +The 834,837 O O +model 838,843 O O +is 844,846 O O +expected 847,855 O O +to 856,858 O O +give 859,863 O O +a 864,865 O O +non 866,869 O B-Process +- 869,870 O I-Process +singular 870,878 O I-Process +and 879,882 O I-Process +stable 883,889 O I-Process +brane 890,895 O I-Process +solution 896,904 O I-Process +in 905,907 O O +the 908,911 O O +SUSY 912,916 O B-Process +bulk 917,921 O I-Process +- 921,922 O I-Process +boundary 922,930 O I-Process +theory 931,937 O I-Process +. 937,938 O O + + +-DOCSTART- (S0370269304009189) + +The 0,3 O O +spins 4,9 O B-Task +and 10,13 O I-Task +parities 14,22 O I-Task +of 23,25 O I-Task +Θ+ 26,28 O I-Task +and 29,32 O I-Task +Ξ−− 33,36 O I-Task +are 37,40 O O +not 41,44 O O +yet 45,48 O O +known 49,54 O O +experimentally 55,69 O O +. 69,70 O O + +In 71,73 O O +this 74,78 O O +new 79,82 O B-Task +wave 83,87 O I-Task +of 88,90 O I-Task +pentaquark 91,101 O I-Task +research 102,110 O I-Task +, 110,111 O O +most 112,116 O O +theoretical 117,128 O O +papers 129,135 O O +take 136,140 O B-Process +the 141,144 O I-Process +spin 145,149 O I-Process +equal 150,155 O I-Process +to 156,158 O I-Process +1/2 159,162 O I-Process +. 162,163 O O + +The 164,167 O O +parity 168,174 O O +is 175,177 O O +more 178,182 O O +controversial 183,196 O O +. 196,197 O O + +In 198,200 O O +chiral 201,207 O B-Process +soliton 208,215 O I-Process +or 216,218 O O +Skyrme 219,225 O B-Process +models 226,232 O I-Process +the 233,236 O O +parity 237,243 O O +is 244,246 O O +positive 247,255 O O +[ 256,257 O O +4 257,258 O O +] 258,259 O O +. 259,260 O O + +In 261,263 O O +constituent 264,275 O B-Process +quark 276,281 O I-Process +models 282,288 O I-Process +it 289,291 O O +is 292,294 O O +usually 295,302 O O +positive 303,311 O O +. 311,312 O O + +In 313,315 O O +the 316,319 O O +present 320,327 O O +approach 328,336 O O +, 336,337 O O +the 338,341 O O +parity 342,348 O B-Task +of 349,351 O I-Task +the 352,355 O I-Task +pentaquark 356,366 O I-Task +is 367,369 O O +given 370,375 O O +by 376,378 O O +P=(−)ℓ+1 379,387 O B-Task +, 387,388 O O +where 389,394 O O +ℓ 395,396 O B-Task +is 397,399 O O +the 400,403 O O +angular 404,411 O B-Task +momentum 412,420 O I-Task +associated 421,431 O I-Task +with 432,436 O I-Task +the 437,440 O I-Task +relative 441,449 O I-Task +coordinates 450,461 O I-Task +of 462,464 O I-Task +the 465,468 O I-Task +q4 469,471 O I-Task +subsystem 472,481 O I-Task +. 481,482 O O + +We 483,485 O O +analyze 486,493 O O +the 494,497 O O +case 498,502 O O +where 503,508 O O +the 509,512 O O +subsystem 513,522 O B-Task +of 523,525 O I-Task +four 526,530 O I-Task +light 531,536 O I-Task +quarks 537,543 O I-Task +is 544,546 O I-Task +in 547,549 O I-Task +a 550,551 O I-Task +state 552,557 O I-Task +of 558,560 O I-Task +orbital 561,568 O I-Task +symmetry 569,577 O I-Task +[ 578,579 O O +31]O 579,583 O O +and 584,587 O O +carries 588,595 O O +an 596,598 O O +angular 599,606 O O +momentum 607,615 O O + +ℓ=1 616,619 O O +. 619,620 O O + +Although 621,629 O O +the 630,633 O O +kinetic 634,641 O B-Process +energy 642,648 O I-Process +of 649,651 O O +such 652,656 O O +a 657,658 O O +state 659,664 O O +is 665,667 O O +higher 668,674 O O +than 675,679 O O +that 680,684 O O +of 685,687 O O +the 688,691 O O +totally 692,699 O B-Process +symmetric 700,709 O I-Process +[ 710,711 O I-Process +4]O 711,714 O I-Process +state 715,720 O I-Process +, 720,721 O O +the 722,725 O O +[ 726,727 O O +31]O 727,731 O B-Process +symmetry 732,740 O I-Process +is 741,743 O O +the 744,747 O O +most 748,752 O O +favourable 753,763 O O +both 764,768 O O +for 769,772 O O +the 773,776 O O +flavour 777,784 O B-Process +– 784,785 O I-Process +spin 785,789 O I-Process +interaction 790,801 O I-Process +[ 802,803 O O +12 803,805 O O +] 805,806 O O +and 807,810 O O +the 811,814 O O +colour 815,821 O B-Process +– 821,822 O I-Process +spin 822,826 O I-Process +interaction 827,838 O I-Process +[ 839,840 O O +13 840,842 O O +] 842,843 O O +. 843,844 O O + +In 845,847 O O +the 848,851 O O +first 852,857 O O +case 858,862 O O +the 863,866 O O +statement 867,876 O O +is 877,879 O O +confirmed 880,889 O O +by 890,892 O O +the 893,896 O O +comparison 897,907 O B-Task +between 908,915 O I-Task +the 916,919 O I-Task +realistic 920,929 O I-Task +calculations 930,942 O I-Task +for 943,946 O I-Task +positive 947,955 O I-Task +parity 956,962 O I-Task +[ 963,964 O I-Task +12 964,966 O I-Task +] 966,967 O I-Task +and 968,971 O I-Task +negative 972,980 O I-Task +parity 981,987 O I-Task +[ 988,989 O I-Task +14 989,991 O I-Task +] 991,992 O I-Task +, 992,993 O I-Task +based 994,999 O I-Task +on 1000,1002 O I-Task +the 1003,1006 O I-Task +same 1007,1011 O I-Task +quark 1012,1017 O I-Task +model 1018,1023 O I-Task +[ 1024,1025 O I-Task +15 1025,1027 O I-Task +] 1027,1028 O I-Task +. 1028,1029 O O + +In 1030,1032 O O +Ref 1033,1036 O O +. 1036,1037 O O + +[ 1038,1039 O O +12 1039,1041 O O +] 1041,1042 O O +the 1043,1046 O O +antiquark 1047,1056 O B-Material +was 1057,1060 O O +heavy 1061,1066 O O +, 1066,1067 O O +c 1068,1069 O O +or 1070,1072 O O +b 1073,1074 O O +, 1074,1075 O O +and 1076,1079 O O +accordingly 1080,1091 O O +the 1092,1095 O O +interaction 1096,1107 O B-Process +between 1108,1115 O I-Process +light 1116,1121 O I-Process +quarks 1122,1128 O I-Process +and 1129,1132 O I-Process +the 1133,1136 O I-Process +heavy 1137,1142 O I-Process +antiquark 1143,1152 O I-Process +was 1153,1156 O I-Process +neglected 1157,1166 O I-Process +, 1166,1167 O I-Process +consistent 1168,1178 O I-Process +with 1179,1183 O I-Process +the 1184,1187 O I-Process +heavy 1188,1193 O I-Process +quark 1194,1199 O I-Process +limit 1200,1205 O I-Process +. 1205,1206 O O + +In 1207,1209 O O +Ref 1210,1213 O O +. 1213,1214 O O + +[ 1215,1216 O O +16 1216,1218 O O +] 1218,1219 O O +an 1220,1222 O O +attractive 1223,1233 O O +spin 1234,1238 O B-Process +– 1238,1239 O I-Process +spin 1239,1243 O I-Process +interaction 1244,1255 O I-Process +between 1256,1263 O O +s̄ 1264,1266 O B-Material +and 1267,1270 O O +the 1271,1274 O O +light 1275,1280 O B-Material +quarks 1281,1287 O I-Material +was 1288,1291 O O +incorporated 1292,1304 O O +and 1305,1308 O O +shown 1309,1314 O O +that 1315,1319 O O +a 1320,1321 O O +stable 1322,1328 O O +or 1329,1331 O O +narrow 1332,1338 O O +positive 1339,1347 O O +parity 1348,1354 O O +uudds̄ 1355,1361 O B-Material +pentaquark 1362,1372 O I-Material +can 1373,1376 O O +be 1377,1379 O O +accommodated 1380,1392 O O +within 1393,1399 O O +such 1400,1404 O O +a 1405,1406 O O +model 1407,1412 O O +. 1412,1413 O O + +This 1414,1418 O O +interaction 1419,1430 O O +has 1431,1434 O O +a 1435,1436 O O +form 1437,1441 O O +that 1442,1446 O O +corresponds 1447,1458 O O +to 1459,1461 O O +η 1462,1463 O B-Process +meson 1464,1469 O I-Process +exchange 1470,1478 O I-Process +[ 1479,1480 O O +17 1480,1482 O O +] 1482,1483 O O +and 1484,1487 O O +its 1488,1491 O O +role 1492,1496 O O +is 1497,1499 O O +to 1500,1502 O O +lower 1503,1508 O B-Process +the 1509,1512 O I-Process +energy 1513,1519 O I-Process +of 1520,1522 O I-Process +the 1523,1526 O I-Process +whole 1527,1532 O I-Process +system 1533,1539 O I-Process +. 1539,1540 O O + + +-DOCSTART- (S0370269304009220) + +There 0,5 O O +exist 6,11 O O +some 12,16 O O +interesting 17,28 O O +cases 29,34 O O +where 35,40 O O +the 41,44 O O +deformation 45,56 O B-Process +structure 57,66 O I-Process +becomes 67,74 O O +simple 75,81 O O +. 81,82 O O + +One 83,86 O O +is 87,89 O O +the 90,93 O O +limit 94,99 O O +to 100,102 O O +the 103,106 O O +N=1/2 107,112 O B-Process +superspace 113,123 O I-Process +[ 124,125 O O +5 125,126 O O +] 126,127 O O +, 127,128 O O +where 129,134 O O +the 135,138 O O +action 139,145 O O +should 146,152 O O +reduce 153,159 O O +to 160,162 O O +N=1/2 163,168 O B-Process +super 169,174 O I-Process +- 174,175 O I-Process +Yang 175,179 O I-Process +– 179,180 O I-Process +Mills 180,185 O I-Process +theory 186,192 O I-Process +with 193,197 O I-Process +adjoint 198,205 O I-Process +matter 206,212 O I-Process +. 212,213 O O + +Another 214,221 O O +interesting 222,233 O O +case 234,238 O O +is 239,241 O O +the 242,245 O O +singlet 246,253 O B-Task +deformation 254,265 O I-Task +[ 266,267 O O +10,11 267,272 O O +] 272,273 O O +, 273,274 O O +where 275,280 O O +the 281,284 O O +deformation 285,296 O B-Process +parameters 297,307 O I-Process +belongs 308,315 O O +to 316,318 O O +the 319,322 O O +singlet 323,330 O B-Process +representation 331,345 O I-Process +of 346,348 O O +the 349,352 O O +R 353,354 O B-Process +- 354,355 O I-Process +symmetry 355,363 O I-Process +group 364,369 O I-Process +SU(2)R. 370,377 O B-Process + +In 378,380 O O +this 381,385 O O +Letter 386,392 O O +, 392,393 O O +we 394,396 O O +will 397,401 O O +study 402,407 O O +N=2 408,411 O O +supersymmetric 412,426 O O +U(1 427,430 O O +) 430,431 O O + +gauge 432,437 O O +theory 438,444 O O +in 445,447 O O +the 448,451 O O +harmonic 452,460 O B-Process +superspace 461,471 O I-Process +with 472,476 O O +singlet 477,484 O B-Process +deformation 485,496 O I-Process +. 496,497 O O + +In 498,500 O O +this 501,505 O O +case 506,510 O O +, 510,511 O O +the 512,515 O B-Task +gauge 516,521 O I-Task +and 522,525 O I-Task +supersymmetry 526,539 O I-Task +transformations 540,555 O I-Task +get 556,559 O O +correction 560,570 O B-Process +linear 571,577 O I-Process +in 578,580 O O +the 581,584 O O +deformation 585,596 O B-Process +parameter 597,606 O I-Process +. 606,607 O O + +Therefore 608,617 O O +we 618,620 O O +can 621,624 O O +easily 625,631 O O +perform 632,639 O O +the 640,643 O O +field 644,649 O B-Process +redefinition 650,662 O I-Process +such 663,667 O O +that 668,672 O O +the 673,676 O O +component 677,686 O O +fields 687,693 O O +transform 694,703 O O +canonically 704,715 O O +under 716,721 O O +the 722,725 O O +gauge 726,731 O B-Process +transformation 732,746 O I-Process +. 746,747 O O + +In 748,750 O O +the 751,754 O O +case 755,759 O O +of 760,762 O O +N=1/2 763,768 O B-Task +super 769,774 O I-Task +- 774,775 O I-Task +Yang 775,779 O I-Task +– 779,780 O I-Task +Mills 780,785 O I-Task +theory 786,792 O I-Task +, 792,793 O O +such 794,798 O O +field 799,804 O B-Process +redefinition 805,817 O I-Process +is 818,820 O O +also 821,825 O O +possible 826,834 O O +[ 835,836 O O +5 836,837 O O +] 837,838 O O +. 838,839 O O + +But 840,843 O O +in 844,846 O O +this 847,851 O O +case 852,856 O O +the 857,860 O O +component 861,870 O B-Task +fields 871,877 O I-Task +do 878,880 O O +not 881,884 O O +transform 885,894 O O +canonically 895,906 O O +under 907,912 O O +the 913,916 O O +deformed 917,925 O B-Process +supersymmtery 926,939 O I-Process +transformation 940,954 O I-Process +. 954,955 O O + +In 956,958 O O +the 959,962 O O +singlet 963,970 O B-Task +case 971,975 O I-Task +, 975,976 O O +we 977,979 O O +will 980,984 O O +show 985,989 O O +that 990,994 O O +there 995,1000 O O +is 1001,1003 O O +a 1004,1005 O O +field 1006,1011 O B-Process +redefinition 1012,1024 O I-Process +such 1025,1029 O O +that 1030,1034 O O +the 1035,1038 O O +redefined 1039,1048 O O +fields 1049,1055 O O +also 1056,1060 O O +transform 1061,1070 O B-Process +canonically 1071,1082 O I-Process +under 1083,1088 O I-Process +the 1089,1092 O I-Process +deformed 1093,1101 O I-Process +supersymmetry 1102,1115 O I-Process +. 1115,1116 O O + +We 1117,1119 O O +will 1120,1124 O O +construct 1125,1134 O O +a 1135,1136 O O +deformed 1137,1145 O B-Process +Lagrangian 1146,1156 O I-Process +which 1157,1162 O O +is 1163,1165 O O +invariant 1166,1175 O O +under 1176,1181 O O +both 1182,1186 O O +the 1187,1190 O O +gauge 1191,1196 O B-Process +and 1197,1200 O I-Process +supersymmetry 1201,1214 O I-Process +transformations 1215,1230 O I-Process +. 1230,1231 O O + +We 1232,1234 O O +find 1235,1239 O O +that 1240,1244 O O +the 1245,1248 O O +deformed 1249,1257 O B-Process +Lagrangian 1258,1268 O I-Process +is 1269,1271 O O +characterized 1272,1285 O O +by 1286,1288 O O +a 1289,1290 O O +single 1291,1297 O B-Process +function 1298,1306 O I-Process +of 1307,1309 O O +an 1310,1312 O O +antiholomorphic 1313,1328 O B-Process +scalar 1329,1335 O I-Process +field 1336,1341 O I-Process +. 1341,1342 O O + + +-DOCSTART- (S0370269304009232) + +We 0,2 O O +consider 3,11 O O +finite 12,18 O B-Process +- 18,19 O I-Process +time 19,23 O I-Process +, 23,24 O I-Process +future 25,31 O I-Process +( 32,33 O I-Process +sudden 33,39 O I-Process +or 40,42 O I-Process +Big 43,46 O I-Process +Rip 47,50 O I-Process +type 51,55 O I-Process +) 55,56 O I-Process +singularities 57,70 O I-Process +which 71,76 O O +may 77,80 O O +occur 81,86 O O +even 87,91 O O +when 92,96 O O +strong 97,103 O B-Process +energy 104,110 O I-Process +condition 111,120 O I-Process +is 121,123 O O +not 124,127 O O +violated 128,136 O O +but 137,140 O O +equation 141,149 O O +of 150,152 O O +state 153,158 O O +parameter 159,168 O O +is 169,171 O O +time 172,176 O O +- 176,177 O O +dependent 177,186 O O +. 186,187 O O + +Recently 188,196 O O +, 196,197 O O +example 198,205 O B-Task +of 206,208 O I-Task +such 209,213 O I-Task +singularity 214,225 O I-Task +has 226,229 O O +been 230,234 O O +presented 235,244 O O +by 245,247 O O +Barrow 248,254 O O +, 254,255 O O +we 256,258 O B-Task +found 259,264 O I-Task +another 265,272 O I-Task +example 273,280 O I-Task +of 281,283 O I-Task +it 284,286 O I-Task +. 286,287 O O + +Taking 288,294 O O +into 295,299 O O +account 300,307 O O +back 308,312 O B-Task +reaction 313,321 O I-Task +of 322,324 O I-Task +conformal 325,334 O I-Task +quantum 335,342 O I-Task +fields 343,349 O I-Task +near 350,354 O I-Task +singularity 355,366 O I-Task +, 366,367 O O +it 368,370 O O +is 371,373 O O +shown 374,379 O O +explicitly 380,390 O O +that 391,395 O O +quantum 396,403 O B-Process +effects 404,411 O I-Process +may 412,415 O O +delay 416,421 O O +( 422,423 O O +or 423,425 O O +make 426,430 O O +milder 431,437 O O +) 437,438 O O +the 439,442 O O +singularity 443,454 O B-Process +. 454,455 O O + +It 456,458 O O +is 459,461 O O +argued 462,468 O O +that 469,473 O O +if 474,476 O O +the 477,480 O O +evolution 481,490 O B-Task +to 491,493 O I-Task +singularity 494,505 O I-Task +is 506,508 O O +realistic 509,518 O O +, 518,519 O O +due 520,523 O O +to 524,526 O O +quantum 527,534 O B-Process +effects 535,542 O I-Process +the 543,546 O B-Process +universe 547,555 O I-Process +may 556,559 O I-Process +end 560,563 O I-Process +up 564,566 O I-Process +in 567,569 O I-Process +de 570,572 O I-Process +Sitter 573,579 O I-Process +phase 580,585 O I-Process +before 586,592 O O +scale 593,598 O B-Process +factor 599,605 O I-Process +blows 606,611 O I-Process +up 612,614 O I-Process +. 614,615 O O + +This 616,620 O O +picture 621,628 O O +is 629,631 O O +generalized 632,643 O O +for 644,647 O O +braneworld 648,658 O B-Material +where 659,664 O O +sudden 665,671 O B-Process +singularity 672,683 O I-Process +may 684,687 O O +occur 688,693 O O +on 694,696 O O +the 697,700 O O +brane 701,706 O B-Material +with 707,711 O O +qualitatively 712,725 O B-Process +similar 726,733 O I-Process +conclusions 734,745 O I-Process +. 745,746 O O + + +-DOCSTART- (S0370269304009268) + +One 0,3 O O +of 4,6 O O +the 7,10 O O +great 11,16 O O +successes 17,26 O O +of 27,29 O O +the 30,33 O O +experimental 34,46 O O +program 47,54 O O +carried 55,62 O O +out 63,66 O O +at 67,69 O O +LEP 70,73 O O +has 74,77 O O +been 78,82 O O +to 83,85 O O +put 86,89 O B-Process +a 90,91 O I-Process +firm 92,96 O I-Process +lower 97,102 O I-Process +bound 103,108 O I-Process +on 109,111 O I-Process +the 112,115 O I-Process +Higgs 116,121 O I-Process +mass 122,126 O I-Process +, 126,127 O O +mH>114 128,134 O B-Process +GeV 135,138 O I-Process +[ 139,140 O O +1 140,141 O O +] 141,142 O O +, 142,143 O O +and 144,147 O O +at 148,150 O O +the 151,154 O O +same 155,159 O O +time 160,164 O O +, 164,165 O O +together 166,174 O O +with 175,179 O O +the 180,183 O O +information 184,195 O O +coming 196,202 O O +from 203,207 O O +SLD 208,211 O B-Material +, 211,212 O O +to 213,215 O O +give 216,220 O O +a 221,222 O O +strong 223,229 O O +indirect 230,238 O O +evidence 239,247 O O +that 248,252 O O +the 253,256 O O +Higgs 257,262 O B-Material +boson 263,268 O I-Material +, 268,269 O O +the 270,273 O O +still 274,279 O O +missing 280,287 O O +particle 288,296 O B-Material +of 297,299 O O +the 300,303 O O +Standard 304,312 O B-Process +Model 313,318 O I-Process +( 319,320 O O +SM 320,322 O B-Process +) 322,323 O O +, 323,324 O O +should 325,331 O O +be 332,334 O O +relatively 335,345 O O +light 346,351 O O +with 352,356 O O +a 357,358 O O +high 359,363 O O +probability 364,375 O O +for 376,379 O O +its 380,383 O O +mass 384,388 O O +to 389,391 O O +be 392,394 O O +below 395,400 O O +200 401,404 O O +GeV. 405,409 O O + +The 410,413 O B-Task +search 414,420 O I-Task +for 421,424 O I-Task +the 425,428 O I-Task +Higgs 429,434 O I-Task +boson 435,440 O I-Task +is 441,443 O O +one 444,447 O O +of 448,450 O O +the 451,454 O O +main 455,459 O O +objective 460,469 O O +of 470,472 O O +the 473,476 O O +Tevatron 477,485 O B-Material +and 486,489 O O +the 490,493 O O +future 494,500 O O +Large 501,506 O B-Material +Hadron 507,513 O I-Material +Collider 514,522 O I-Material +( 523,524 O B-Material +LHC 524,527 O I-Material +) 527,528 O I-Material +, 528,529 O O +that 530,534 O O +are 535,538 O O +supposed 539,547 O O +to 548,550 O O +span 551,555 O B-Process +all 556,559 O I-Process +the 560,563 O I-Process +Higgs 564,569 O I-Process +mass 570,574 O I-Process +regions 575,582 O I-Process +up 583,585 O I-Process +to 586,588 O I-Process +1 589,590 O I-Process +TeV. 591,595 O I-Process + +At 596,598 O O +hadron 599,605 O B-Material +colliders 606,615 O I-Material +the 616,619 O O +main 620,624 O B-Task +Higgs 625,630 O I-Task +production 631,641 O I-Task +mechanism 642,651 O I-Task +is 652,654 O O +the 655,658 O O +gluon 659,664 O B-Process +fusion 665,671 O I-Process +[ 672,673 O O +2 673,674 O O +] 674,675 O O +, 675,676 O O +a 677,678 O O +process 679,686 O O +whose 687,692 O O +knowledge 693,702 O O +is 703,705 O O +fundamental 706,717 O O +in 718,720 O O +order 721,726 O O +to 727,729 O O +put 730,733 O B-Process +limits 734,740 O I-Process +on 741,743 O I-Process +the 744,747 O I-Process +Higgs 748,753 O I-Process +mass 754,758 O I-Process +or 759,761 O O +, 761,762 O O +in 763,765 O O +case 766,770 O O +the 771,774 O O +Higgs 775,780 O B-Material +is 781,783 O O +discovered 784,794 O O +, 794,795 O O +to 796,798 O O +compare 799,806 O B-Process +the 807,810 O I-Process +measured 811,819 O I-Process +cross 820,825 O I-Process +section 826,833 O I-Process +with 834,838 O I-Process +the 839,842 O I-Process +SM 843,845 O I-Process +result 846,852 O I-Process +. 852,853 O O + +Concerning 854,864 O O +the 865,868 O O +Higgs 869,874 O B-Process +decay 875,880 O I-Process +channels 881,889 O O +, 889,890 O O +it 891,893 O O +is 894,896 O O +quite 897,902 O O +difficult 903,912 O O +for 913,916 O O +an 917,919 O O +hadron 920,926 O B-Material +collider 927,935 O I-Material +to 936,938 O O +access 939,945 O B-Task +part 946,950 O I-Task +of 951,953 O I-Task +the 954,957 O I-Task +mass 958,962 O I-Task +range 963,968 O I-Task +favored 969,976 O I-Task +by 977,979 O I-Task +the 980,983 O I-Task +LEP 984,987 O I-Task +results 988,995 O I-Task +, 995,996 O O +the 997,1000 O O +so 1001,1003 O O +- 1003,1004 O O +called 1004,1010 O O +intermediate 1011,1023 O B-Process +Higgs 1024,1029 O I-Process +mass 1030,1034 O I-Process +region 1035,1041 O I-Process +114≲mH≲160 1042,1052 O B-Process +GeV 1053,1056 O I-Process +, 1056,1057 O O +because 1058,1065 O O +of 1066,1068 O O +the 1069,1072 O O +large 1073,1078 O O +QCD 1079,1082 O B-Material +background 1083,1093 O I-Material +to 1094,1096 O O +the 1097,1100 O O +dominant 1101,1109 O O +modes 1110,1115 O O +. 1115,1116 O O + +In 1117,1119 O O +this 1120,1124 O O +region 1125,1131 O O +the 1132,1135 O O +rare 1136,1140 O B-Process +decay 1141,1146 O I-Process +H→γγ 1147,1151 O B-Process +is 1152,1154 O O +the 1155,1158 O O +most 1159,1163 O O +interesting 1164,1175 O O +alternative 1176,1187 O O +to 1188,1190 O O +the 1191,1194 O O +usual 1195,1200 O O +decay 1201,1206 O B-Process +channels 1207,1215 O I-Process +. 1215,1216 O O + + +-DOCSTART- (S037026930400930X) + +Recent 0,6 O O +publications 7,19 O O +[ 20,21 O O +31 21,23 O O +] 23,24 O O +employ 25,31 O O +a 32,33 O O +variety 34,41 O O +of 42,44 O O +methods 45,52 O O +for 53,56 O O +calculating 57,68 O B-Task +upper 69,74 O I-Task +limits 75,81 O I-Task +and 82,85 O O +there 86,91 O O +is 92,94 O O +no 95,97 O O +universally 98,109 O O +accepted 110,118 O O +procedure 119,128 O O +[ 129,130 O O +27,32,33 130,138 O O +] 138,139 O O +. 139,140 O O + +We 141,143 O O +choose 144,150 O O +an 151,153 O O +approach 154,162 O O +similar 163,170 O O +to 171,173 O O +that 174,178 O O +first 179,184 O O +advocated 185,194 O O +by 195,197 O O +Feldman 198,205 O O +and 206,209 O O +Cousins 210,217 O O +[ 218,219 O O +27 219,221 O O +] 221,222 O O +. 222,223 O O + +This 224,228 O O +method 229,235 O O +has 236,239 O O +been 240,244 O O +since 245,250 O O +extended 251,259 O O +by 260,262 O O +Conrad 263,269 O O +et 270,272 O O +al 273,275 O O +. 275,276 O O + +[ 277,278 O O +34 278,280 O O +] 280,281 O O +to 282,284 O O +incorporate 285,296 O B-Process +uncertainties 297,310 O I-Process +in 311,313 O O +detector 314,322 O B-Task +sensitivity 323,334 O I-Task +and 335,338 O O +the 339,342 O O +background 343,353 O B-Process +estimate 354,362 O I-Process +based 363,368 O O +on 369,371 O O +an 372,374 O O +approach 375,383 O O +described 384,393 O O +by 394,396 O O +Cousins 397,404 O O +and 405,408 O O +Highland 409,417 O O + +[ 418,419 O O +35 419,421 O O +] 421,422 O O +. 422,423 O O + +A 424,425 O O +further 426,433 O O +refinement 434,444 O O +of 445,447 O O +the 448,451 O O +Conrad 452,458 O O +et 459,461 O O +al 462,464 O O +. 464,465 O O + +method 466,472 O O +by 473,475 O O +Hill 476,480 O O +[ 481,482 O O +36 482,484 O O +] 484,485 O O +results 486,493 O O +in 494,496 O O +more 497,501 O B-Process +appropriate 502,513 O I-Process +behavior 514,522 O I-Process +of 523,525 O O +the 526,529 O O +upper 530,535 O O +limit 536,541 O O +when 542,546 O O +the 547,550 O O +observed 551,559 O O +number 560,566 O O +of 567,569 O O +events 570,576 O O +is 577,579 O O +less 580,584 O O +than 585,589 O O +the 590,593 O O +estimated 594,603 O O +background 604,614 O O +, 614,615 O O +as 616,618 O O +is 619,621 O O +the 622,625 O O +case 626,630 O O +for 631,634 O O +the 635,638 O O +present 639,646 O O +measurement 647,658 O B-Process +. 658,659 O O + +We 660,662 O O +have 663,667 O O +adopted 668,675 O O +this 676,680 O O +method 681,687 O O +but 688,691 O O +note 692,696 O O +that 697,701 O O +Table 702,707 O O +2 708,709 O O +contains 710,718 O O +all 719,722 O O +of 723,725 O O +the 726,729 O O +numbers 730,737 O O +needed 738,744 O O +to 745,747 O O +calculate 748,757 O B-Task +an 758,760 O I-Task +upper 761,766 O I-Task +limit 767,772 O I-Task +using 773,778 O O +any 779,782 O O +of 783,785 O O +the 786,789 O O +methods 790,797 O O +in 798,800 O O +the 801,804 O O +papers 805,811 O O +cited 812,817 O O +above 818,823 O O +. 823,824 O O + +We 825,827 O O +assume 828,834 O O +that 835,839 O O +the 840,843 O O +probability 844,855 O B-Process +density 856,863 O I-Process +functions 864,873 O I-Process +of 874,876 O O +Fsens 877,882 O O +and 883,886 O O +background 887,897 O B-Process +estimates 898,907 O I-Process +are 908,911 O O +Gaussian 912,920 O B-Process +- 920,921 O I-Process +distributed 921,932 O I-Process +. 932,933 O O + + +-DOCSTART- (S0370269304009335) + +In 0,2 O O +these 3,8 O O +frameworks 9,19 O O +, 19,20 O O +however 21,28 O O +, 28,29 O O +the 30,33 O O +physical 34,42 O B-Task +spacetime 43,52 O I-Task +dimension 53,62 O I-Task +is 63,65 O O +an 66,68 O O +input 69,74 O O +rather 75,81 O O +than 82,86 O O +a 87,88 O O +prediction 89,99 O B-Process +of 100,102 O I-Process +the 103,106 O I-Process +theory 107,113 O I-Process +. 113,114 O O + +In 115,117 O O +fact 118,122 O O +, 122,123 O O +in 124,126 O O +standard 127,135 O B-Process +theories 136,144 O I-Process +whose 145,150 O O +gravitational 151,164 O O +sector 165,171 O O +is 172,174 O O +described 175,184 O O +by 185,187 O O +the 188,191 O O +Einstein 192,200 O B-Process +– 200,201 O I-Process +Hilbert 201,208 O I-Process +action 209,215 O I-Process +, 215,216 O O +there 217,222 O O +is 223,225 O O +no 226,228 O O +obstruction 229,240 O O +to 241,243 O O +perform 244,251 O O +dimensional 252,263 O B-Process +reductions 264,274 O I-Process +to 275,277 O O +spacetimes 278,288 O O +of 289,291 O O +dimensions 292,302 O O +d≠4 303,306 O O +. 306,307 O O + +Then 308,312 O O +the 313,316 O O +question 317,325 O O +arises 326,332 O O +, 332,333 O O +since 334,339 O O +eleven 340,346 O O +- 346,347 O O +dimensional 347,358 O O +Minkowski 359,368 O B-Material +space 369,374 O I-Material +is 375,377 O O +a 378,379 O O +maximally 380,389 O O +( 390,391 O B-Process +super)symmetric 391,406 O I-Process +state 407,412 O I-Process +, 412,413 O O +and 414,417 O O +the 418,421 O O +theory 422,428 O O +is 429,431 O O +well 432,436 O O +- 436,437 O O +behaved 437,444 O O +around 445,451 O O +it 452,454 O O +, 454,455 O O +why 456,459 O O +the 460,463 O O +theory 464,470 O O +does 471,475 O O +not 476,479 O O +select 480,486 O B-Process +this 487,491 O I-Process +configuration 492,505 O I-Process +as 506,508 O O +the 509,512 O O +vacuum 513,519 O O +, 519,520 O O +but 521,524 O O +instead 525,532 O O +, 532,533 O O +it 534,536 O O +chooses 537,544 O O +a 545,546 O O +particular 547,557 O O +compactified 558,570 O B-Process +space 571,576 O I-Process +with 577,581 O O +less 582,586 O O +symmetry 587,595 O O +. 595,596 O O + +An 597,599 O O +ideal 600,605 O O +situation 606,615 O O +, 615,616 O O +instead 617,624 O O +, 624,625 O O +would 626,631 O O +be 632,634 O O +that 635,639 O O +the 640,643 O O +eleven 644,650 O B-Process +- 650,651 O I-Process +dimensional 651,662 O I-Process +theory 663,669 O I-Process +dynamically 670,681 O O +predicted 682,691 O O +a 692,693 O O +low 694,697 O B-Task +energy 698,704 O I-Task +regime 705,711 O I-Task +which 712,717 O O +could 718,723 O O +only 724,728 O O +be 729,731 O O +a 732,733 O O +four 734,738 O B-Process +- 738,739 O I-Process +dimensional 739,750 O I-Process +effective 751,760 O I-Process +theory 761,767 O I-Process +. 767,768 O O + +In 769,771 O O +such 772,776 O O +a 777,778 O O +scenario 779,787 O O +, 787,788 O O +a 789,790 O O +background 791,801 O B-Process +solution 802,810 O I-Process +with 811,815 O O +an 816,818 O O +effective 819,828 O B-Process +spacetime 829,838 O I-Process +dimension 839,848 O I-Process +d>4 849,852 O B-Process +should 853,859 O O +be 860,862 O O +expected 863,871 O O +to 872,874 O O +be 875,877 O O +a 878,879 O O +false 880,885 O B-Process +vacuum 886,892 O I-Process +where 893,898 O O +the 899,902 O O +propagators 903,914 O B-Process +for 915,918 O I-Process +the 919,922 O I-Process +dynamical 923,932 O I-Process +fields 933,939 O I-Process +are 940,943 O O +ill 944,947 O O +- 947,948 O O +defined 948,955 O O +, 955,956 O O +lest 957,961 O O +a 962,963 O O +low 964,967 O B-Process +energy 968,974 O I-Process +effective 975,984 O I-Process +theory 985,991 O I-Process +could 992,997 O O +exist 998,1003 O O +in 1004,1006 O O +dimensions 1007,1017 O O +higher 1018,1024 O O +than 1025,1029 O O +four 1030,1034 O O +. 1034,1035 O O + + +-DOCSTART- (S0370269304009347) + +The 0,3 O O +presence 4,12 O O +of 13,15 O O +chaotic 16,23 O B-Task +motion 24,30 O I-Task +in 31,33 O I-Task +nuclear 34,41 O I-Task +systems 42,49 O I-Task +has 50,53 O O +been 54,58 O O +firmly 59,65 O O +related 66,73 O O +with 74,78 O O +the 79,82 O O +statistics 83,93 O B-Process +of 94,96 O I-Process +high 97,101 O I-Process +- 101,102 O I-Process +lying 102,107 O I-Process +energy 108,114 O I-Process +levels 115,121 O I-Process +[ 122,123 O O +8,9 123,126 O O +] 126,127 O O +. 127,128 O O + +Poisson 129,136 O B-Process +distributions 137,150 O I-Process +of 151,153 O O +normalized 154,164 O O +spacings 165,173 O O +of 174,176 O O +successive 177,187 O O +nuclear 188,195 O O +or 196,198 O O +atomic 199,205 O O +excited 206,213 O B-Process +levels 214,220 O I-Process +with 221,225 O O +the 226,229 O O +same 230,234 O O +spin 235,239 O B-Process +and 240,243 O O +parity 244,250 O B-Process +correspond 251,261 O O +to 262,264 O O +integrable 265,275 O B-Process +classical 276,285 O I-Process +dynamics 286,294 O I-Process +, 294,295 O O +while 296,301 O O +Wigner 302,308 O B-Material +'s 308,310 O I-Material +statistics 311,321 O I-Material +signal 322,328 O O +chaotic 329,336 O B-Process +motion 337,343 O I-Process +in 344,346 O O +the 347,350 O O +corresponding 351,364 O O +classical 365,374 O B-Task +regime 375,381 O I-Task +[ 382,383 O O +10 383,385 O O +] 385,386 O O +. 386,387 O O + +Intermediate 388,400 O O +situations 401,411 O O +are 412,415 O O +more 416,420 O O +difficult 421,430 O O +to 431,433 O O +assess 434,440 O O +. 440,441 O O + +Very 442,446 O O +recently 447,455 O O +a 456,457 O O +proposal 458,466 O O +has 467,470 O O +been 471,475 O O +made 476,480 O O +to 481,483 O O +treat 484,489 O O +the 490,493 O O +spectral 494,502 O B-Process +fluctuations 503,515 O I-Process +δn 516,518 O B-Process +as 519,521 O O +discrete 522,530 O B-Process +time 531,535 O I-Process +series 536,542 O I-Process +[ 543,544 O O +11 544,546 O O +] 546,547 O O +. 547,548 O O + +Defining 549,557 O O +( 558,559 O O +1)δn=∫−∞En+1ρ˜(E)dE−n 559,580 O O +, 580,581 O O +with 582,586 O O +ρ˜(E 587,591 O O +) 591,592 O O +the 593,596 O O +mean 597,601 O O +level 602,607 O O +density 608,615 O O +which 616,621 O O +allows 622,628 O O +the 629,632 O O +mapping 633,640 O B-Process +to 641,643 O I-Process +dimensionless 644,657 O I-Process +levels 658,664 O I-Process +with 665,669 O O +unitary 670,677 O B-Process +average 678,685 O I-Process +level 686,691 O I-Process +density 692,699 O I-Process +, 699,700 O O +and 701,704 O O +analyzing 705,714 O B-Process +the 715,718 O I-Process +energy 719,725 O I-Process +fluctuations 726,738 O I-Process +as 739,741 O O +a 742,743 O O +discrete 744,752 O B-Process +time 753,757 O I-Process +series 758,764 O I-Process +, 764,765 O O +they 766,770 O O +found 771,776 O O +that 777,781 O O +nuclear 782,789 O B-Task +power 790,795 O I-Task +spectra 796,803 O I-Task +behave 804,810 O O +like 811,815 O O +1f 816,818 O O +noise 819,824 O O +, 824,825 O O +postulating 826,837 O O +that 838,842 O O +this 843,847 O O +might 848,853 O O +be 854,856 O O +a 857,858 O O +characteristic 859,873 O O +signature 874,883 O O +of 884,886 O O +generic 887,894 O O +quantum 895,902 O B-Task +chaotic 903,910 O I-Task +systems 911,918 O I-Task +. 918,919 O O + +In 920,922 O O +the 923,926 O O +present 927,934 O O +work 935,939 O O +we 940,942 O O +implement 943,952 O O +this 953,957 O O +idea 958,962 O O +, 962,963 O O +using 964,969 O O +the 970,973 O O +1f 974,976 O B-Process +spectral 977,985 O I-Process +behavior 986,994 O I-Process +as 995,997 O O +a 998,999 O O +test 1000,1004 O O +for 1005,1008 O O +the 1009,1012 O O +presence 1013,1021 O O +of 1022,1024 O O +chaos 1025,1030 O B-Process +in 1031,1033 O I-Process +nuclear 1034,1041 O I-Process +mass 1042,1046 O I-Process +errors 1047,1053 O I-Process +. 1053,1054 O O + + +-DOCSTART- (S0370269304009359) + +Table 0,5 O O +1 6,7 O O +lists 8,13 O O +8 14,15 O O +pairs 16,21 O O +of 22,24 O O +B 25,26 O B-Process +decays 27,33 O I-Process +. 33,34 O O + +In 35,37 O O +fact 38,42 O O +, 42,43 O O +there 44,49 O O +are 50,53 O O +more 54,58 O O +decay 59,64 O B-Process +pairs 65,70 O I-Process +, 70,71 O O +since 72,77 O O +many 78,82 O O +of 83,85 O O +the 86,89 O O +particles 90,99 O O +in 100,102 O O +the 103,106 O O +final 107,112 O O +states 113,119 O O +can 120,123 O O +be 124,126 O O +observed 127,135 O O +as 136,138 O O +either 139,145 O O +pseudoscalar 146,158 O O +( 159,160 O O +P 160,161 O O +) 161,162 O O +or 163,165 O O +vector 166,172 O O +( 173,174 O O +V 174,175 O O +) 175,176 O O +mesons 177,183 O B-Material +. 183,184 O O + +Note 185,189 O O +that 190,194 O O +certain 195,202 O O +decays 203,209 O B-Process +are 210,213 O O +written 214,221 O O +in 222,224 O O +terms 225,230 O O +of 231,233 O O +VV 234,236 O O +final 237,242 O O +states 243,249 O O +, 249,250 O O +while 251,256 O O +others 257,263 O O +are 264,267 O O +have 268,272 O O +PP 273,275 O O +states 276,282 O O +. 282,283 O O + +There 284,289 O O +are 290,293 O O +three 294,299 O O +reasons 300,307 O O +for 308,311 O O +this 312,316 O O +. 316,317 O O + +First 318,323 O O +, 323,324 O O +some 325,329 O O +decays 330,336 O B-Process +involve 337,344 O O +a 345,346 O O +final 347,352 O O +- 352,353 O O +state 353,358 O O +π0 359,361 O O +. 361,362 O O + +However 363,370 O O +, 370,371 O O +experimentally 372,386 O O +it 387,389 O O +will 390,394 O O +be 395,397 O O +necessary 398,407 O O +to 408,410 O O +find 411,415 O B-Task +the 416,419 O I-Task +decay 420,425 O I-Task +vertices 426,434 O I-Task +of 435,437 O O +the 438,441 O O +final 442,447 O B-Material +particles 448,457 O I-Material +. 457,458 O O + +This 459,463 O O +is 464,466 O O +virtually 467,476 O O +impossible 477,487 O O +for 488,491 O O +a 492,493 O O +π0 494,496 O O +, 496,497 O O +and 498,501 O O +so 502,504 O O +we 505,507 O O +always 508,514 O O +use 515,518 O O +a 519,520 O O +ρ0 521,523 O O +. 523,524 O O + +Second 525,531 O O +, 531,532 O O +some 533,537 O O +pairs 538,543 O B-Material +of 544,546 O I-Material +decays 547,553 O I-Material +are 554,557 O O +related 558,565 O O +by 566,568 O O +SU(3 569,573 O O +) 573,574 O O +in 575,577 O O +the 578,581 O O +SM 582,584 O B-Material +only 585,589 O O +if 590,592 O O +an 593,595 O O +( 596,597 O O +ss¯ 597,600 O O +) 600,601 O O +quark 602,607 O B-Material +pair 608,612 O I-Material +is 613,615 O O +used 616,620 O O +. 620,621 O O + +However 622,629 O O +, 629,630 O O +there 631,636 O O +are 637,640 O O +no 641,643 O O +P 644,645 O O +'s 645,647 O O +which 648,653 O O +are 654,657 O O +pure 658,662 O O +( 663,664 O O +ss¯ 664,667 O O +) 667,668 O O +. 668,669 O O + +The 670,673 O O +mesons 674,680 O B-Material +η 681,682 O B-Material +and 683,686 O O +η′ 687,689 O B-Material +have 690,694 O O +an 695,697 O O +( 698,699 O O +ss¯ 699,702 O O +) 702,703 O O +component 704,713 O O +, 713,714 O O +but 715,718 O O +they 719,723 O O +also 724,728 O O +have 729,733 O O +significant 734,745 O O +( 746,747 O O +uu¯ 747,750 O O +) 750,751 O O +and 752,755 O O +( 756,757 O O +dd¯ 757,760 O O +) 760,761 O O +pieces 762,768 O O +. 768,769 O O + +As 770,772 O O +a 773,774 O O +result 775,781 O O +the 782,785 O O +b¯→s¯ 786,791 O O +and 792,795 O O +b¯→d¯ 796,801 O O +decays 802,808 O B-Process +are 809,812 O O +not 813,816 O O +really 817,823 O O +related 824,831 O O +by 832,834 O O +SU(3 835,839 O O +) 839,840 O O +in 841,843 O O +the 844,847 O O +SM 848,850 O B-Material +if 851,853 O O +the 854,857 O O +final 858,863 O O +state 864,869 O O +involves 870,878 O O +an 879,881 O O +η 882,883 O B-Material +or 884,886 O O +η′. 887,890 O B-Material +We 891,893 O O +therefore 894,903 O O +consider 904,912 O O +instead 913,920 O O +the 921,924 O O +vector 925,931 O B-Material +meson 932,937 O I-Material +ϕ 938,939 O B-Material +which 940,945 O O +is 946,948 O O +essentially 949,960 O O +a 961,962 O O +pure 963,967 O O +( 968,969 O O +ss¯ 969,972 O O +) 972,973 O O +quark 974,979 O B-Process +state 980,985 O I-Process +. 985,986 O O + +Finally 987,994 O O +, 994,995 O O +we 996,998 O O +require 999,1006 O O +that 1007,1011 O O +both 1012,1016 O O +B0 1017,1019 O B-Material +and 1020,1023 O O +B¯0 1024,1027 O B-Material +be 1028,1030 O O +able 1031,1035 O O +to 1036,1038 O O +decay 1039,1044 O B-Process +to 1045,1047 O I-Process +the 1048,1051 O I-Process +final 1052,1057 O I-Process +state 1058,1063 O I-Process +. 1063,1064 O O + +This 1065,1069 O O +can 1070,1073 O O +not 1073,1076 O O +happen 1077,1083 O O +if 1084,1086 O O +the 1087,1090 O O +final 1091,1096 O O +state 1097,1102 O O +contains 1103,1111 O O +a 1112,1113 O O +single 1114,1120 O O +K0 1121,1123 O O +( 1124,1125 O O +or 1125,1127 O O +K¯0 1128,1131 O O +) 1131,1132 O O +meson 1133,1138 O B-Material +. 1138,1139 O O + +However 1140,1147 O O +, 1147,1148 O O +it 1149,1151 O O +can 1152,1155 O O +occur 1156,1161 O O +if 1162,1164 O O +this 1165,1169 O O +final 1170,1175 O B-Material +- 1175,1176 O I-Material +state 1176,1181 O I-Material +particle 1182,1190 O I-Material +is 1191,1193 O O +an 1194,1196 O O +excited 1197,1204 O B-Material +neutral 1205,1212 O I-Material +kaon 1213,1217 O I-Material +. 1217,1218 O O + +In 1219,1221 O O +this 1222,1226 O O +case 1227,1231 O O +one 1232,1235 O O +decay 1236,1241 O O +involves 1242,1250 O O +K*0 1251,1254 O B-Material +, 1254,1255 O O +while 1256,1261 O O +the 1262,1265 O O +other 1266,1271 O O +has 1272,1275 O O +K¯*0 1276,1280 O B-Material +. 1280,1281 O O + +Assuming 1282,1290 O O +that 1291,1295 O O +the 1296,1299 O O +vector 1300,1306 O B-Material +meson 1307,1312 O I-Material +is 1313,1315 O O +detected 1316,1324 O O +via 1325,1328 O O +its 1329,1332 O O +decay 1333,1338 O B-Process +to 1339,1341 O I-Process +ψKsπ0 1342,1347 O I-Process +( 1348,1349 O O +as 1349,1351 O O +in 1352,1354 O O +the 1355,1358 O O +measurement 1359,1370 O B-Process +of 1371,1373 O I-Process +sin2β 1374,1379 O I-Process +via 1380,1383 O O +Bd0(t)→J/ψK 1384,1395 O O +* 1395,1396 O O +) 1396,1397 O O +, 1397,1398 O O +then 1399,1403 O O +both 1404,1408 O O +B0 1409,1411 O B-Material +and 1412,1415 O O +B¯0 1416,1419 O B-Material +can 1420,1423 O O +decay 1424,1429 O B-Process +to 1430,1432 O O +the 1433,1436 O O +same 1437,1441 O O +final 1442,1447 O O +state 1448,1453 O O +. 1453,1454 O O + + +-DOCSTART- (S0370269304009530) + +If 0,2 O O +signals 3,10 O O +suggesting 11,21 O O +supersymmetry 22,35 O B-Process +( 36,37 O O +SUSY 37,41 O B-Process +) 41,42 O O +are 43,46 O O +discovered 47,57 O O +at 58,60 O O +the 61,64 O O +LHC 65,68 O O +then 69,73 O O +it 74,76 O O +will 77,81 O O +be 82,84 O O +vital 85,90 O O +to 91,93 O O +measure 94,101 O B-Task +the 102,105 O I-Task +spins 106,111 O I-Task +of 112,114 O I-Task +the 115,118 O I-Task +new 119,122 O I-Task +particles 123,132 O I-Task +to 133,135 O O +demonstrate 136,147 O B-Task +that 148,152 O I-Task +they 153,157 O I-Task +are 158,161 O I-Task +indeed 162,168 O I-Task +the 169,172 O I-Task +predicted 173,182 O I-Task +super 183,188 O I-Task +- 188,189 O I-Task +partners 189,197 O I-Task +. 197,198 O O + +A 199,200 O O +method 201,207 O O +is 208,210 O O +discussed 211,220 O O +by 221,223 O O +which 224,229 O O +the 230,233 O O +spins 234,239 O O +of 240,242 O O +some 243,247 O O +of 248,250 O O +the 251,254 O O +SUSY 255,259 O B-Material +particles 260,269 O I-Material +can 270,273 O O +be 274,276 O O +determined 277,287 O O +. 287,288 O O + +Angular 289,296 O B-Process +distributions 297,310 O I-Process +in 311,313 O O +sparticle 314,323 O B-Process +decays 324,330 O I-Process +lead 331,335 O O +to 336,338 O O +charge 339,345 O B-Process +asymmetry 346,355 O I-Process +in 356,358 O O +lepton 359,365 O B-Process +- 365,366 O I-Process +jet 366,369 O I-Process +invariant 370,379 O I-Process +mass 380,384 O I-Process +distributions 385,398 O I-Process +. 398,399 O O + +The 400,403 O O +size 404,408 O O +of 409,411 O O +the 412,415 O O +asymmetry 416,425 O O +is 426,428 O O +proportional 429,441 O O +to 442,444 O O +the 445,448 O O +primary 449,456 O B-Process +production 457,467 O I-Process +asymmetry 468,477 O I-Process +between 478,485 O O +squarks 486,493 O B-Material +and 494,497 O O +anti 498,502 O B-Material +- 502,503 O I-Material +squarks 503,510 O I-Material +. 510,511 O O + +Monte 512,517 O B-Process +Carlo 518,523 O I-Process +simulations 524,535 O I-Process +are 536,539 O O +performed 540,549 O O +for 550,553 O O +a 554,555 O O +particular 556,566 O O +mSUGRA 567,573 O B-Process +model 574,579 O I-Process +point 580,585 O I-Process +at 586,588 O O +the 589,592 O O +LHC 593,596 O O +. 596,597 O O + +The 598,601 O O +resultant 602,611 O O +asymmetry 612,621 O B-Process +distributions 622,635 O I-Process +are 636,639 O O +consistent 640,650 O O +with 651,655 O O +a 656,657 O O +spin-0 658,664 O B-Material +slepton 665,672 O I-Material +and 673,676 O O +a 677,678 O O +spin-12χ˜20 679,690 O O +, 690,691 O O +but 692,695 O O +are 696,699 O O +not 700,703 O O +consistent 704,714 O O +with 715,719 O O +both 720,724 O O +particles 725,734 O B-Material +being 735,740 O O +scalars 741,748 O O +. 748,749 O O + + +-DOCSTART- (S0370269304009608) + +It 0,2 O O +should 3,9 O O +be 10,12 O O +noted 13,18 O O +that 19,23 O O +BEBC 24,28 O B-Material +[ 29,30 O O +21 30,32 O O +] 32,33 O O +and 34,37 O O +NOMAD 38,43 O B-Material +[ 44,45 O O +20 45,47 O O +] 47,48 O O +observed 49,57 O B-Task +a 58,59 O I-Task +discrepancy 60,71 O I-Task +between 72,79 O O +experimental 80,92 O O +ρ 93,94 O O +rates 95,100 O O +and 101,104 O O +those 105,110 O O +estimated 111,120 O O +with 121,125 O O +JETSET 126,132 O B-Material + +[ 133,134 O O +16 134,136 O O +] 136,137 O O +. 137,138 O O + +NOMAD 139,144 O B-Material +[ 145,146 O O +20 146,148 O O +] 148,149 O O +proposed 150,158 O O +to 159,161 O O +retune 162,168 O B-Process +some 169,173 O I-Process +of 174,176 O I-Process +the 177,180 O I-Process +parameters 181,191 O I-Process +used 192,196 O O +within 197,203 O O +JETSET 204,210 O B-Material +to 211,213 O O +obtain 214,220 O B-Task +better 221,227 O I-Task +agreement 228,237 O I-Task +. 237,238 O O + +Therefore 239,248 O O +, 248,249 O O +for 250,253 O O +the 254,257 O O +purpose 258,265 O O +of 266,268 O O +this 269,273 O O +analysis 274,282 O B-Task +events 283,289 O B-Process +were 290,294 O I-Process +simulated 295,304 O I-Process +both 305,309 O O +with 310,314 O O +the 315,318 O O +default 319,326 O B-Process +setting 327,334 O I-Process +and 335,338 O O +with 339,343 O O +the 344,347 O O +setting 348,355 O B-Process +proposed 356,364 O I-Process +by 365,367 O I-Process +NOMAD 368,373 O I-Process +of 374,376 O O +key 377,380 O O +JETSET 381,387 O B-Material +parameters 388,398 O O +, 398,399 O O +taking 400,406 O B-Process +an 407,409 O I-Process +average 410,417 O I-Process +between 418,425 O I-Process +them 426,430 O I-Process +as 431,433 O O +a 434,435 O O +result 436,442 O O +and 443,446 O O +half 447,451 O B-Process +a 452,453 O I-Process +difference 454,464 O I-Process +as 465,467 O I-Process +a 468,469 O I-Process +systematic 470,480 O I-Process +error 481,486 O I-Process +. 486,487 O O + +We 488,490 O O +used 491,495 O O +experimental 496,508 O O +rates 509,514 O O +of 515,517 O O +light 518,523 O B-Material +neutral 524,531 O I-Material +mesons 532,538 O I-Material +and 539,542 O O +resonances 543,553 O B-Process +where 554,559 O O +available 560,569 O O +( 570,571 O O +Table 571,576 O O +1 577,578 O O +) 578,579 O O +for 580,583 O O +normalization 584,597 O B-Process +purposes 598,606 O O +. 606,607 O O + +The 608,611 O O +uncertainty 612,623 O O +introduced 624,634 O O +by 635,637 O O +the 638,641 O O +JETSET 642,648 O B-Material +parameter 649,658 O B-Process +settings 659,667 O I-Process +( 668,669 O O +which 669,674 O O +amounts 675,682 O O +to 683,685 O O +20 686,688 O O +% 688,689 O O +at 690,692 O O +most 693,697 O O +) 697,698 O O +affects 699,706 O O +only 707,711 O O +the 712,715 O O +production 716,726 O O +of 727,729 O O +the 730,733 O O +η′ 734,736 O O +and 737,740 O O +ϕ 741,742 O O +for 743,746 O O +which 747,752 O O +no 753,755 O O +experimental 756,768 O B-Material +data 769,773 O I-Material +are 774,777 O O +available 778,787 O O +. 787,788 O O + +This 789,793 O O +uncertainty 794,805 O O +is 806,808 O O +reflected 809,818 O O +in 819,821 O O +the 822,825 O O +error 826,831 O O +quoted 832,838 O O +in 839,841 O O +the 842,845 O O +table 846,851 O O +. 851,852 O O + +However 853,860 O O +, 860,861 O O +since 862,867 O O +the 868,871 O O +contribution 872,884 O O +from 885,889 O O +η′ 890,892 O O +and 893,896 O O +ϕ 897,898 O O +is 899,901 O O +small 902,907 O O +, 907,908 O O +the 909,912 O O +overall 913,920 O O +effect 921,927 O O +is 928,930 O O +less 931,935 O O +important 936,945 O O +. 945,946 O O + + +-DOCSTART- (S0370269304009657) + +In 0,2 O O +this 3,7 O O +Letter 8,14 O O +, 14,15 O O +we 16,18 O O +present 19,26 O O +results 27,34 O O +of 35,37 O O +a 38,39 O O +relativistic 40,52 O B-Task +calculation 53,64 O I-Task +of 65,67 O I-Task +decay 68,73 O I-Task +constants 74,83 O I-Task +in 84,86 O O +the 87,90 O O +framework 91,100 O B-Process +of 101,103 O I-Process +full 104,108 O I-Process +Salpeter 109,117 O I-Process +equation 118,126 O I-Process +. 126,127 O O + +The 128,131 O O +full 132,136 O O +Salpeter 137,145 O B-Process +equation 146,154 O I-Process +is 155,157 O O +a 158,159 O O +relativistic 160,172 O B-Process +equation 173,181 O I-Process +describing 182,192 O O +a 193,194 O O +bound 195,200 O O +state 201,206 O O +. 206,207 O O + +Since 208,213 O O +this 214,218 O O +method 219,225 O O +has 226,229 O O +a 230,231 O O +very 232,236 O O +solid 237,242 O O +basis 243,248 O O +in 249,251 O O +quantum 252,259 O B-Process +field 260,265 O I-Process +theory 266,272 O I-Process +, 272,273 O O +it 274,276 O O +is 277,279 O O +very 280,284 O O +good 285,289 O O +in 290,292 O O +describing 293,303 O B-Task +a 304,305 O I-Task +bound 306,311 O I-Task +state 312,317 O I-Task +which 318,323 O O +is 324,326 O O +a 327,328 O O +relativistic 329,341 O B-Process +system 342,348 O I-Process +. 348,349 O O + +In 350,352 O O +a 353,354 O O +previous 355,363 O O +paper 364,369 O O +[ 370,371 O O +16 371,373 O O +] 373,374 O O +, 374,375 O O +we 376,378 O O +solved 379,385 O O +the 386,389 O O +instantaneous 390,403 O O +Bethe 404,409 O O +– 409,410 O O + +Salpeter 410,418 O O +equation 419,427 O O +[ 428,429 O O +17 429,431 O O +] 431,432 O O +, 432,433 O O +which 434,439 O O +is 440,442 O O +also 443,447 O O +called 448,454 O O +full 455,459 O B-Process +Salpeter 460,468 O I-Process +equation 469,477 O I-Process + +[ 478,479 O O +18 479,481 O O +] 481,482 O O +. 482,483 O O + +After 484,489 O O +we 490,492 O O +solved 493,499 O B-Task +the 500,503 O I-Task +full 504,508 O I-Task +Salpeter 509,517 O I-Task +equation 518,526 O I-Task +, 526,527 O O +we 528,530 O O +obtained 531,539 O O +the 540,543 O O +relativistic 544,556 O B-Process +wave 557,561 O I-Process +function 562,570 O I-Process +of 571,573 O I-Process +the 574,577 O I-Process +bound 578,583 O I-Process +state 584,589 O I-Process +. 589,590 O O + +We 591,593 O O +used 594,598 O O +this 599,603 O O +wave 604,608 O B-Process +function 609,617 O I-Process +to 618,620 O O +calculate 621,630 O B-Task +the 631,634 O I-Task +average 635,642 O I-Task +kinetic 643,650 O I-Task +energy 651,657 O I-Task +of 658,660 O O +the 661,664 O O +heavy 665,670 O B-Material +quark 671,676 O I-Material +inside 677,683 O O +a 684,685 O O +heavy 686,691 O B-Material +meson 692,697 O I-Material +in 698,700 O O +0− 701,703 O O +state 704,709 O O +, 709,710 O O +and 711,714 O O +obtained 715,723 O B-Process +values 724,730 O I-Process +which 731,736 O O +agree 737,742 O O +very 743,747 O O +well 748,752 O O +with 753,757 O O +recent 758,764 O O +experiments 765,776 O O +. 776,777 O O + +We 778,780 O O +also 781,785 O O +found 786,791 O O +there 792,797 O O +that 798,802 O O +the 803,806 O O +relativistic 807,819 O B-Process +corrections 820,831 O I-Process +are 832,835 O I-Process +quite 836,841 O I-Process +large 842,847 O I-Process +and 848,851 O O +can 852,855 O O +not 855,858 O O +be 859,861 O O +ignored 862,869 O O +[ 870,871 O O +16 871,873 O O +] 873,874 O O +. 874,875 O O + +In 876,878 O O +this 879,883 O O +Letter 884,890 O O +we 891,893 O O +use 894,897 O B-Process +this 898,902 O I-Process +method 903,909 O I-Process +to 910,912 O O +predict 913,920 O B-Task +the 921,924 O I-Task +values 925,931 O I-Task +of 932,934 O I-Task +decay 935,940 O I-Task +constants 941,950 O I-Task +of 951,953 O O +heavy 954,959 O B-Material +mesons 960,966 O I-Material +in 967,969 O O +0− 970,972 O O +state 973,978 O O +. 978,979 O O + + +-DOCSTART- (S0370269304009803) + +Our 0,3 O O +aim 4,7 O O +is 8,10 O O +to 11,13 O O +introduce 14,23 O B-Task +vector 24,30 O I-Task +mesons 31,37 O I-Task +in 38,40 O O +terms 41,46 O O +of 47,49 O O +a 50,51 O O +Lagrangian 52,62 O B-Process +which 63,68 O O +satisfies 69,78 O O +the 79,82 O O +low 83,86 O B-Process +energy 87,93 O I-Process +current 94,101 O I-Process +algebra 102,109 O I-Process +. 109,110 O O + +One 111,114 O O +consistent 115,125 O O +method 126,132 O O +is 133,135 O O +in 136,138 O O +terms 139,144 O O +of 145,147 O O +a 148,149 O O +non 150,153 O B-Process +- 153,154 O I-Process +linear 154,160 O I-Process +chiral 161,167 O I-Process +Lagrangian 168,178 O I-Process +with 179,183 O O +a 184,185 O O +hidden 186,192 O B-Process +local 193,198 O I-Process +symmetry 199,207 O I-Process +[ 208,209 O O +6 209,210 O O +] 210,211 O O +. 211,212 O O + +In 213,215 O O +this 216,220 O O +theory 221,227 O O +the 228,231 O O +vector 232,238 O B-Material +mesons 239,245 O I-Material +emerge 246,252 O O +as 253,255 O O +dynamical 256,265 O B-Material +vector 266,272 O I-Material +mesons 273,279 O I-Material +. 279,280 O O + +The 281,284 O O +three 285,290 O O +point 291,296 O O +vector 297,303 O B-Process +- 303,304 O I-Process +pseudo 304,310 O I-Process +scalar 311,317 O I-Process +interaction 318,329 O I-Process +is 330,332 O O +given 333,338 O O +by 339,341 O O +( 342,343 O O +11)ih4〈Vμ(P∂μP−∂μPP 343,362 O B-Process +) 362,363 O I-Process +〉 363,364 O I-Process +, 364,365 O O +where 366,371 O O +h 372,373 O B-Process +stands 374,380 O O +for 381,384 O O +the 385,388 O O +vector 389,395 O B-Process +- 395,396 O I-Process +pseudoscalar 396,408 O I-Process +coupling 409,417 O I-Process +. 417,418 O O + +Some 419,423 O O +typical 424,431 O O +vertices 432,440 O B-Process +of 441,443 O I-Process +ρ 444,445 O I-Process +'s 445,447 O I-Process +to 448,450 O I-Process +pseudoscalar 451,463 O I-Process +mesons 464,470 O I-Process +are 471,474 O O +( 475,476 O B-Process +12)π+(p1)π−(p2)ρ0:h(p1−p2)μεμ,π+(p1)π0(p2)ρ−:h(p1−p2)μεμ,K+(p1)K¯0(p2)ρ−:h2(p1−p2)μεμ,etc 476,565 O I-Process +. 565,566 O O +, 566,567 O O +which 568,573 O O +is 574,576 O O +directly 577,585 O O +related 586,593 O O +to 594,596 O O +the 597,600 O O +ρ 601,602 O B-Process +decay 603,608 O I-Process +width 609,614 O I-Process +: 614,615 O O +Γ(ρ)=h2(|pπ|)3/(6πmρ2 616,637 O B-Process +) 637,638 O I-Process +, 638,639 O O +where 640,645 O O +pπ 646,648 O B-Process +is 649,651 O O +the 652,655 O O +momentum 656,664 O B-Process +of 665,667 O I-Process +final 668,673 O I-Process +state 674,679 O I-Process +pions 680,685 O I-Process +in 686,688 O I-Process +the 689,692 O I-Process +ρ 693,694 O I-Process +rest 695,699 O I-Process +frame 700,705 O I-Process +. 705,706 O O + +With 707,711 O O +Γ(ρ)=149.2MeV 712,725 O O +, 725,726 O O +we 727,729 O O +find 730,734 O O +h=5.95 735,741 O O +. 741,742 O O + +We 743,745 O O +note 746,750 O O +in 751,753 O O +passing 754,761 O O +that 762,766 O O +the 767,770 O O +Kawarabayashi 771,784 O O +– 784,785 O O + +Suzuki 785,791 O O +– 791,792 O O +Riazuddin 792,801 O O +– 801,802 O O + +Fayyazuddin 802,813 O O +relation 814,822 O O +gives 823,828 O O +the 829,832 O O +value 833,838 O O +h 839,840 O O += 840,841 O O +mρ/(2fπ)[12 841,852 O O +] 852,853 O O +. 853,854 O O + +Thus 855,859 O O +the 860,863 O O +value 864,869 O O +of 870,872 O O +h 873,874 O O +in 875,877 O O +Eq 878,880 O O +. 880,881 O O + +( 882,883 O O +4 883,884 O O +) 884,885 O O +and 886,889 O O +the 890,893 O O +two 894,897 O O +values 898,904 O O +in 905,907 O O +this 908,912 O O +paragraph 913,922 O O +differ 923,929 O B-Process +by 930,932 O I-Process +small 933,938 O I-Process +amounts 939,946 O I-Process +( 947,948 O O +∼19 948,951 O O +% 951,952 O O +) 952,953 O O +. 953,954 O O + +The 955,958 O O +strong 959,965 O B-Task +four 966,970 O I-Task +- 970,971 O I-Task +point 971,976 O I-Task +vertices 977,985 O I-Task +involving 986,995 O I-Task +pions 996,1001 O I-Task +are 1002,1005 O I-Task +obtained 1006,1014 O I-Task +from 1015,1019 O O +the 1020,1023 O O +first 1024,1029 O O +two 1030,1033 O O +terms 1034,1039 O O +of 1040,1042 O O +Eq 1043,1045 O O +. 1045,1046 O O + +( 1047,1048 O O +5 1048,1049 O O +) 1049,1050 O O +. 1050,1051 O O + +The 1052,1055 O O +weak 1056,1060 O B-Task +vertices 1061,1069 O I-Task +are 1070,1073 O I-Task +obtained 1074,1082 O I-Task +from 1083,1087 O O +the 1088,1091 O O +definitions 1092,1103 O O +of 1104,1106 O O +Q6 1107,1109 O O +and 1110,1113 O O +Q8 1114,1116 O O +. 1116,1117 O O + +In 1118,1120 O O +the 1121,1124 O O +numerical 1125,1134 O O +work 1135,1139 O O +we 1140,1142 O O +shall 1143,1148 O O +use 1149,1152 O O +the 1153,1156 O O +value 1157,1162 O O +of 1163,1165 O O +h 1166,1167 O O +from 1168,1172 O O +Eq 1173,1175 O O +. 1175,1176 O O + +( 1177,1178 O O +4 1178,1179 O O +) 1179,1180 O O +and 1181,1184 O O +also 1185,1189 O O +h=5.95 1190,1196 O O +obtained 1197,1205 O O +from 1206,1210 O O +the 1211,1214 O O +decay 1215,1220 O O +width 1221,1226 O O +. 1226,1227 O O + + +-DOCSTART- (S0370269304009979) + +On 0,2 O O +the 3,6 O O +other 7,12 O O +hand 13,17 O O +, 17,18 O O +the 19,22 O O +other 23,28 O O +local 29,34 O O +fields 35,41 O O +except 42,48 O O +the 49,52 O O +gravitational 53,66 O O +field 67,72 O O +are 73,76 O O +not 77,80 O O +always 81,87 O O +localized 88,97 O B-Task +on 98,100 O I-Task +the 101,104 O I-Task +brane 105,110 O I-Task +even 111,115 O O +in 116,118 O O +the 119,122 O O +warped 123,129 O B-Process +geometry 130,138 O I-Process +. 138,139 O O + +Indeed 140,146 O O +, 146,147 O O +in 148,150 O O +the 151,154 O O +Randall 155,162 O B-Material +– 162,163 O I-Material +Sundrum 163,170 O I-Material +model 171,176 O I-Material +in 177,179 O O +five 180,184 O B-Task +dimensions 185,195 O I-Task +[ 196,197 O O +2 197,198 O O +] 198,199 O O +, 199,200 O O + +the 201,204 O O +following 205,214 O O +facts 215,220 O O +are 221,224 O O +well 225,229 O O +known 230,235 O O +: 235,236 O O +spin 237,241 O B-Process +0 242,243 O I-Process +field 244,249 O I-Process +is 250,252 O I-Process +localized 253,262 O I-Process +on 263,265 O I-Process +a 266,267 O I-Process +brane 268,273 O I-Process +with 274,278 O O +positive 279,287 O B-Process +tension 288,295 O I-Process +which 296,301 O O +also 302,306 O O +localizes 307,316 O B-Process +the 317,320 O I-Process +graviton 321,329 O I-Process +while 330,335 O O +the 336,339 O O +spin 340,344 O O +1/2 345,348 O O +and 349,352 O O +3/2 353,356 O O +fields 357,363 O O +are 364,367 O O +localized 368,377 O O +not 378,381 O O +on 382,384 O O +a 385,386 O O +brane 387,392 O O +with 393,397 O O +positive 398,406 O B-Process +tension 407,414 O I-Process +but 415,418 O O +on 419,421 O O +a 422,423 O O +brane 424,429 O O +with 430,434 O O +negative 435,443 O B-Process +tension 444,451 O I-Process +[ 452,453 O O +6 453,454 O O +] 454,455 O O +. 455,456 O O + +Spin 457,461 O O +1 462,463 O O +field 464,469 O O +is 470,472 O O +not 473,476 O O +localized 477,486 O O +neither 487,494 O O +on 495,497 O O +a 498,499 O O +brane 500,505 O O +with 506,510 O O +positive 511,519 O B-Process +tension 520,527 O I-Process +nor 528,531 O O +on 532,534 O O +a 535,536 O O +brane 537,542 O O +with 543,547 O O +negative 548,556 O B-Process +tension 557,564 O I-Process +[ 565,566 O O +7 566,567 O O +] 567,568 O O +. 568,569 O O + +In 570,572 O O +six 573,576 O B-Process +space 577,582 O I-Process +– 582,583 O I-Process +time 583,587 O I-Process +dimensions 588,598 O I-Process +, 598,599 O O +the 600,603 O O +spin 604,608 O O +1 609,610 O O +gauge 611,616 O O +field 617,622 O O +is 623,625 O O +also 626,630 O O +localized 631,640 O B-Process +on 641,643 O I-Process +the 644,647 O I-Process +brane 648,653 O I-Process +[ 654,655 O O +8 655,656 O O +] 656,657 O O +. 657,658 O O + +Thus 659,663 O O +, 663,664 O O +in 665,667 O O +order 668,673 O O +to 674,676 O O +fulfill 677,684 O O +the 685,688 O O +localization 689,701 O B-Task +of 702,704 O O +Standard 705,713 O B-Material +Model 714,719 O I-Material +particles 720,729 O O +on 730,732 O O +a 733,734 O O +brane 735,740 O O +with 741,745 O O +positive 746,754 O B-Process +tension 755,762 O I-Process +, 762,763 O O +it 764,766 O O +seems 767,772 O O +that 773,777 O O +some 778,782 O O +additional 783,793 O O +interactions 794,806 O O +except 807,813 O O +the 814,817 O O +gravitational 818,831 O O +interaction 832,843 O O +must 844,848 O O +be 849,851 O O +also 852,856 O O +introduced 857,867 O B-Process +in 868,870 O I-Process +the 871,874 O I-Process +bulk 875,879 O I-Process +. 879,880 O O + +There 881,886 O O +is 887,889 O O +a 890,891 O O +lot 892,895 O O +of 896,898 O O +papers 899,905 O O +devoted 906,913 O O +to 914,916 O O +the 917,920 O O +different 921,930 O O +localization 931,943 O B-Process +mechanisms 944,954 O I-Process +of 955,957 O O +the 958,961 O O +bulk 962,966 O O +fields 967,973 O O +in 974,976 O O +various 977,984 O O +brane 985,990 O B-Process +world 991,996 O I-Process +models 997,1003 O I-Process +. 1003,1004 O O + + +-DOCSTART- (S0375960112002885) + +First 0,5 O B-Process +- 5,6 O I-Process +principles 6,16 O I-Process +calculations 17,29 O I-Process +have 30,34 O O +clarified 35,44 O O +the 45,48 O O +electronic 49,59 O B-Task +structure 60,69 O I-Task +and 70,73 O I-Task +stability 74,83 O I-Task +of 84,86 O O +the 87,90 O O +W@Si12 91,97 O B-Material +cluster 98,105 O I-Material +under 106,111 O O +O2 112,114 O B-Task +molecule 115,123 O I-Task +adsorption 124,134 O I-Task +and 135,138 O I-Task +reaction 139,147 O I-Task +. 147,148 O O + +Our 149,152 O O +results 153,160 O O +show 161,165 O O +that 166,170 O O +the 171,174 O O +W 175,176 O B-Process +- 176,177 O I-Process +encapsulated 177,189 O I-Process +Si12 190,194 O I-Process +hexagonal 195,204 O I-Process +prism 205,210 O I-Process +cage 211,215 O I-Process +is 216,218 O O +very 219,223 O O +inert 224,229 O O +to 230,232 O O +oxidation 233,242 O B-Task +. 242,243 O O + +The 244,247 O O +O2 248,250 O B-Material +molecule 251,259 O O +only 260,264 O O +weakly 265,271 O O +adsorbs 272,279 O O +onto 280,284 O O +the 285,288 O O +cluster 289,296 O B-Material +at 297,299 O O +relatively 300,310 O O +low 311,314 O B-Process +temperatures 315,327 O I-Process +, 327,328 O O +in 329,331 O O +the 332,335 O O +range 336,341 O O +of 342,344 O O +several 345,352 O O +tens 353,357 O O +meV. 358,362 O O + +However 363,370 O O +, 370,371 O O +significant 372,383 O B-Task +reaction 384,392 O I-Task +barriers 393,401 O I-Task +( 402,403 O O +0.593–1.118 403,414 O B-Task +eV 415,417 O I-Task +) 417,418 O O +for 419,422 O O +the 423,426 O O +O2 427,429 O B-Material +molecule 430,438 O O +on 439,441 O O +the 442,445 O O +cluster 446,453 O B-Material +are 454,457 O O +identified 458,468 O O +on 469,471 O O +different 472,481 O O +adsorption 482,492 O B-Process +sites 493,498 O O +, 498,499 O O +nevertheless 500,512 O O +, 512,513 O O +these 514,519 O O +reaction 520,528 O B-Process +paths 529,534 O O +are 535,538 O O +spin 539,543 O B-Task +forbidden 544,553 O I-Task +reactions 554,563 O I-Task +according 564,573 O O +to 574,576 O O +Wingerʼs 577,585 O B-Process +spin 586,590 O I-Process +selection 591,600 O I-Process +rule 601,605 O I-Process +. 605,606 O O + +These 607,612 O O +results 613,620 O O +imply 621,626 O O +that 627,631 O O +O2 632,634 O B-Material +readily 635,642 O O +desorb 643,649 O O +from 650,654 O O +the 655,658 O O +cluster 659,666 O B-Material +surface 667,674 O O +rather 675,681 O O +than 682,686 O O +dissociate 687,697 O O +and 698,701 O O +oxide 702,707 O O +the 708,711 O O +W@Si12 712,718 O B-Material +cluster 719,726 O I-Material +upon 727,731 O O +excitations 732,743 O O +. 743,744 O O + +In 745,747 O O +high 748,752 O B-Process +temperature 753,764 O I-Process +and 765,768 O I-Process +high 769,773 O I-Process +pressure 774,782 O I-Process +conditions 783,793 O I-Process +, 793,794 O O +the 795,798 O O +O2 799,801 O B-Material +molecules 802,811 O O +may 812,815 O O +dissociate 816,826 O O +on 827,829 O O +the 830,833 O O +preferential 834,846 O O +edge 847,851 O O +site 852,856 O O +by 857,859 O O +overcoming 860,870 O B-Process +a 871,872 O I-Process +significantly 873,886 O I-Process +large 887,892 O I-Process +energy 893,899 O I-Process +barrier 900,907 O I-Process +. 907,908 O O + + +-DOCSTART- (S0375960113004568) + +The 0,3 O O +length 4,10 O B-Task +effect 11,17 O I-Task +is 18,20 O O +always 21,27 O O +important 28,37 O O +in 38,40 O O +nanodevices 41,52 O B-Material +. 52,53 O O + +So 54,56 O O +we 57,59 O O +investigate 60,71 O O +the 72,75 O O +length 76,82 O B-Task +dependence 83,93 O I-Task +of 94,96 O I-Task +electronic 97,107 O I-Task +transport 108,117 O I-Task +properties 118,128 O I-Task +in 129,131 O O +M3 132,134 O O +by 135,137 O O +increasing 138,148 O B-Process +the 149,152 O I-Process +number 153,159 O I-Process +of 160,162 O I-Process +carbon 163,169 O I-Process +unit 170,174 O I-Process +cells 175,180 O I-Process +in 181,183 O O +the 184,187 O O +scattering 188,198 O O +region 199,205 O O +. 205,206 O O + +Here 207,211 O O +we 212,214 O O +present 215,222 O O +the 223,226 O O +transport 227,236 O O +results 237,244 O O +when 245,249 O O +the 250,253 O O +numbers 254,261 O O +of 262,264 O O +carbon 265,271 O B-Material +unit 272,276 O I-Material +cells 277,282 O I-Material +in 283,285 O O +the 286,289 O O +scattering 290,300 O O +region 301,307 O O +are 308,311 O O +10 312,314 O O +and 315,318 O O +12 319,321 O O +, 321,322 O O +which 323,328 O O +are 329,332 O O +called 333,339 O O +M4 340,342 O O +and 343,346 O O +M5 347,349 O O +, 349,350 O O +respectively 351,363 O O +. 363,364 O O + +The 365,368 O O +current 369,376 O B-Process +– 376,377 O I-Process +voltage 377,384 O I-Process +characteristics 385,400 O I-Process +shown 401,406 O O +in 407,409 O O +Fig 410,413 O O +. 413,414 O O + +8 415,416 O O +. 416,417 O O + +We 418,420 O O +can 421,424 O O +see 425,428 O O +that 429,433 O O +the 434,437 O O +large 438,443 O B-Process +rectifying 444,454 O I-Process +ratio 455,460 O I-Process +still 461,466 O O +can 467,470 O O +be 471,473 O O +observed 474,482 O O +irrespective 483,495 O O +of 496,498 O O +the 499,502 O O +length 503,509 O O +of 510,512 O O +heterojunctions 513,528 O O +. 528,529 O O + +This 530,534 O O +is 535,537 O O +due 538,541 O O +to 542,544 O O +the 545,548 O O +fact 549,553 O O +that 554,558 O O +the 559,562 O O +electronic 563,573 O B-Task +transport 574,583 O I-Task +properties 584,594 O I-Task +for 595,598 O O +M3 599,601 O O +are 602,605 O O +mainly 606,612 O O +determined 613,623 O O +by 624,626 O O +the 627,630 O O +parity 631,637 O O +of 638,640 O O +the 641,644 O O +π 645,646 O B-Process +and 647,650 O I-Process +π⁎ 651,653 O I-Process +subbands 654,662 O I-Process +of 663,665 O O +left 666,670 O O +and 671,674 O O +right 675,680 O O +electrodes 681,691 O O +. 691,692 O O + +Thees 693,698 O O +results 699,706 O O +indicate 707,715 O O +that 716,720 O O +the 721,724 O O +lengths 725,732 O O +of 733,735 O O +the 736,739 O O +two 740,743 O O +parts 744,749 O O +in 750,752 O O +the 753,756 O O +scattering 757,767 O O +regions 768,775 O O +have 776,780 O O +no 781,783 O O +affects 784,791 O O +on 792,794 O O +the 795,798 O O +qualitative 799,810 O B-Task +charge 811,817 O I-Task +transport 818,827 O I-Task +in 828,830 O O +M3 831,833 O O +. 833,834 O O + + +-DOCSTART- (S0375960113004908) + +Topological 0,11 O B-Process +insulators 12,22 O I-Process +( 23,24 O O +TIs 24,27 O B-Process +) 27,28 O O +are 29,32 O O +promising 33,42 O O +candidates 43,53 O O +of 54,56 O O +spintronics 57,68 O B-Material +materials 69,78 O I-Material +because 79,86 O O +of 87,89 O O +their 90,95 O O +robust 96,102 O O +helical 103,110 O O +surface 111,118 O O +states 119,125 O O +and 126,129 O O +the 130,133 O O +extremely 134,143 O O +strong 144,150 O O +spin 151,155 O B-Process +– 155,156 O I-Process +orbit 156,161 O I-Process +interaction 162,173 O I-Process +[ 174,175 O O +1–3 175,178 O O +] 178,179 O O +. 179,180 O O + +Initially 181,190 O O +, 190,191 O O +binary 192,198 O B-Material +chalcogenides 199,212 O I-Material +Bi2Te3 213,219 O B-Material +, 219,220 O O +Sb2Te3 221,227 O B-Material +and 228,231 O O +Bi2Se3 232,238 O B-Material +have 239,243 O O +been 244,248 O O +identified 249,259 O O +as 260,262 O O +three 263,268 O O +- 268,269 O O +dimensional 269,280 O O +TIs 281,284 O B-Process +by 285,287 O O +surface 288,295 O B-Process +sensitive 296,305 O I-Process +probes 306,312 O I-Process +such 313,317 O O +as 318,320 O O +angle 321,326 O B-Process +resolved 327,335 O I-Process +photoemission 336,349 O I-Process +spectroscopy 350,362 O I-Process +and 363,366 O O +scanning 367,375 O B-Process +tunneling 376,385 O I-Process +microscopy 386,396 O I-Process +/ 396,397 O I-Process +spectroscopy 397,409 O I-Process +. 409,410 O O + +Later 411,416 O O +, 416,417 O O +ternary 418,425 O B-Material +chalcogenide 426,438 O I-Material +( 439,440 O B-Material +BixSb1−x)2Te3 440,453 O I-Material +[ 454,455 O O +4,5 455,458 O O +] 458,459 O O +, 459,460 O O +which 461,466 O O +has 467,470 O O +similar 471,478 O O +tetradymite 479,490 O O +structure 491,500 O O +to 501,503 O O +the 504,507 O O +parent 508,514 O O +compounds 515,524 O O +Bi2Te3 525,531 O B-Material +and 532,535 O O +Sb2Te3 536,542 O B-Material +, 542,543 O O +was 544,547 O O +predicted 548,557 O O +by 558,560 O O +ab 561,563 O B-Process +initio 564,570 O I-Process +calculations 571,583 O I-Process +and 584,587 O O +confirmed 588,597 O O +by 598,600 O O +ARPES 601,606 O B-Process +measurements 607,619 O I-Process +as 620,622 O O +a 623,624 O O +tunable 625,632 O O +topological 633,644 O B-Process +insulator 645,654 O I-Process +whose 655,660 O O +Fermi 661,666 O O +energy 667,673 O O +and 674,677 O O +carrier 678,685 O O +density 686,693 O O +can 694,697 O O +be 698,700 O O +adjusted 701,709 O O +via 710,713 O O +changing 714,722 O B-Process +the 723,726 O I-Process +Bi 727,729 O I-Process +/ 729,730 O I-Process +Sb 730,732 O I-Process +composition 733,744 O I-Process +ratio 745,750 O I-Process +with 751,755 O O +stable 756,762 O O +topological 763,774 O O +surface 775,782 O O +state 783,788 O O +for 789,792 O O +the 793,796 O O +entire 797,803 O O +composition 804,815 O O +range 816,821 O O +. 821,822 O O + +Combined 823,831 O O +with 832,836 O O +magnetism 837,846 O B-Process +or 847,849 O O +superconductivity 850,867 O B-Process +, 867,868 O O +TIs 869,872 O B-Process +have 873,877 O O +attracted 878,887 O O +great 888,893 O O +attention 894,903 O O +due 904,907 O O +to 908,910 O O +the 911,914 O O +rich 915,919 O O +variety 920,927 O O +of 928,930 O O +new 931,934 O O +physics 935,942 O O +and 943,946 O O +applications 947,959 O O +. 959,960 O O + +The 961,964 O O +ferromagnetism 965,979 O B-Process +in 980,982 O O +several 983,990 O O +transition 991,1001 O B-Material +metal 1002,1007 O I-Material +( 1008,1009 O O +TM 1009,1011 O B-Material +) 1011,1012 O O +doped 1013,1018 O O +TIs 1019,1022 O B-Process +, 1022,1023 O O +which 1024,1029 O O +breaks 1030,1036 O O +the 1037,1040 O O +time 1041,1045 O O +- 1045,1046 O O +reversal 1046,1054 O O +symmetry 1055,1063 O O +, 1063,1064 O O +has 1065,1068 O O +been 1069,1073 O O +reported 1074,1082 O O +[ 1083,1084 O O +6–13 1084,1088 O O +] 1088,1089 O O +. 1089,1090 O O + +Ferromagnetism 1091,1105 O B-Process +in 1106,1108 O O +TIs 1109,1112 O B-Process +is 1113,1115 O O +important 1116,1125 O O +because 1126,1133 O O +the 1134,1137 O O +combination 1138,1149 O O +of 1150,1152 O O +magnetism 1153,1162 O B-Process +with 1163,1167 O O +TIs 1168,1171 O B-Process +makes 1172,1177 O O +a 1178,1179 O O +good 1180,1184 O O +platform 1185,1193 O O +to 1194,1196 O O +study 1197,1202 O O +fundamental 1203,1214 O B-Task +physical 1215,1223 O I-Task +phenomena 1224,1233 O I-Task +, 1233,1234 O O +such 1235,1239 O O +as 1240,1242 O O +the 1243,1246 O O +quantum 1247,1254 O O +anomalous 1255,1264 O O +Hall 1265,1269 O B-Task +effect 1270,1276 O I-Task +[ 1277,1278 O O +14–17 1278,1283 O O +] 1283,1284 O O +, 1284,1285 O O +Majorana 1286,1294 O B-Task +fermions 1295,1303 O I-Task +[ 1304,1305 O O +18 1305,1307 O O +] 1307,1308 O O +, 1308,1309 O O +image 1310,1315 O B-Task +magnetic 1316,1324 O I-Task +monopole 1325,1333 O I-Task +effect 1334,1340 O I-Task +[ 1341,1342 O O +19 1342,1344 O O +] 1344,1345 O O +, 1345,1346 O O +and 1347,1350 O O +topological 1351,1362 O O +contributions 1363,1376 O O +to 1377,1379 O O +the 1380,1383 O O +Faraday 1384,1391 O B-Task +and 1392,1395 O I-Task +Kerr 1396,1400 O I-Task +magneto 1401,1408 O I-Task +- 1408,1409 O I-Task +optical 1409,1416 O I-Task +effect 1417,1423 O I-Task +[ 1424,1425 O O +20 1425,1427 O O +] 1427,1428 O O +. 1428,1429 O O + + +-DOCSTART- (S0375960113006725) + +Observations 0,12 O B-Process +show 13,17 O O +that 18,22 O O +in 23,25 O O +the 26,29 O O +same 30,34 O O +area 35,39 O O +with 40,44 O O +dimensions 45,55 O O +of 56,58 O O +a 59,60 O O +few 61,64 O O +tenths 65,71 O O +of 72,74 O O +a 75,76 O O +parsec 77,83 O O +could 84,89 O O +be 90,92 O O +many 93,97 O O +sources 98,105 O O +, 105,106 O O +some 107,111 O O +of 112,114 O O +which 115,120 O O +only 121,125 O O +emits 126,131 O O +OH 132,134 O B-Material +lines 135,140 O I-Material +, 140,141 O O +and 142,145 O O +some 146,150 O O +– 151,152 O O +only 153,157 O O +lines 158,163 O O +H2O. 164,168 O B-Material + +The 169,172 O O +only 173,177 O O +known 178,183 O O +in 184,186 O O +physics 187,194 O O +the 195,198 O O +emission 199,207 O B-Process +mechanism 208,217 O I-Process +that 218,222 O O +can 223,226 O O +give 227,231 O O +tremendous 232,242 O O +power 243,248 O O +within 249,255 O O +a 256,257 O O +narrow 258,264 O O +range 265,270 O O +of 271,273 O O +the 274,277 O O +spectrum 278,286 O O +, 286,287 O O +is 288,290 O O +coherent 291,299 O O +( 300,301 O O +i.e. 301,305 O O +the 306,309 O O +same 310,314 O O +phase 315,320 O O +and 321,324 O O +direction 325,334 O O +) 334,335 O O +light 336,341 O B-Process +lasers 342,348 O I-Process +, 348,349 O O +which 350,355 O O +are 356,359 O O +called 360,366 O O +optical 367,374 O B-Process +lasers 375,381 O I-Process +, 381,382 O O +and 383,386 O O +radio 387,392 O B-Process +- 392,393 O I-Process +masers 393,399 O I-Process +. 399,400 O O + +Cosmic 401,407 O B-Material +maser 408,413 O I-Material +radio 414,419 O I-Material +sources 420,427 O I-Material +emitting 428,436 O O +in 437,439 O O +the 440,443 O O +lines 444,449 O O +of 450,452 O O +the 453,456 O O +molecules 457,466 O O +have 467,471 O O +an 472,474 O O +extremely 475,484 O O +high 485,489 O O +brightness 490,500 O O +temperature 501,512 O O +radiation 513,522 O O +Tb 523,525 O O +. 525,526 O O + +In 527,529 O O +the 530,533 O O +molecules 534,543 O O +of 544,546 O O +methanol 547,555 O B-Material +masers 556,562 O I-Material +( 563,564 O O +CH3OH 564,569 O B-Material +) 569,570 O O + +Tb 571,573 O O +value 574,579 O O +can 580,583 O O +reach 584,589 O O +109 590,593 O O +K 594,595 O O +, 595,596 O O +with 597,601 O O +masers 602,608 O B-Material +hydroxyl 609,617 O I-Material +molecules 618,627 O I-Material +( 628,629 O O +OH 629,631 O B-Material +) 631,632 O O + +6×1012 633,639 O O +K. 640,642 O O + +The 643,646 O O +typical 647,654 O O +size 655,659 O O +of 660,662 O O +the 663,666 O O +maser 667,672 O B-Material +clusters 673,681 O I-Material +is 682,684 O O +about 685,690 O O +1014–1015 691,700 O O +m 701,702 O O +and 703,706 O O +the 707,710 O O +neutron 711,718 O B-Material +star 719,723 O I-Material +radius 724,730 O O +is 731,733 O O +of 734,736 O O +the 737,740 O O +order 741,746 O O +of 747,749 O O +10 750,752 O O +km 753,755 O O +. 755,756 O O + +Thus 757,761 O O +, 761,762 O O +the 763,766 O O +radiation 767,776 O B-Process +dilution 777,785 O I-Process +coefficient 786,797 O I-Process +is 798,800 O O +equaled 801,808 O O +approximately 809,822 O O +( 823,824 O O +2.5×10−23)–(2.5×10−21 824,845 O O +) 845,846 O O +and 847,850 O O +, 850,851 O O +therefore 852,861 O O +, 861,862 O O +μB2B2/4(hν)2∼(2.4×10−5)–(2.4×10−7 863,896 O O +) 896,897 O O +for 898,901 O O +the 902,905 O O +hydrogen 906,914 O B-Material +line 915,919 O I-Material +21 920,922 O O +cm 923,925 O O +and 926,929 O O +of 930,932 O O +the 933,936 O O +order 937,942 O O +10−5–10−7 943,952 O O +for 953,956 O O +the 957,960 O O +OH 961,963 O O +18 964,966 O O +cm 967,969 O O +line 970,974 O O +or 975,977 O O +the 978,981 O O +same 982,986 O O +order 987,992 O O +as 993,995 O O +Eq 996,998 O O +. 998,999 O O + +( 1000,1001 O O +1 1001,1002 O O +) 1002,1003 O O +. 1003,1004 O O + + +-DOCSTART- (S037596011300741X) + +In 0,2 O O +exploring 3,12 O O +the 13,16 O O +WKB 17,20 O B-Task +limit 21,26 O I-Task +of 27,29 O I-Task +quantum 30,37 O I-Task +theory 38,44 O I-Task +, 44,45 O O +Bohm 46,50 O O +[ 51,52 O O +2 52,53 O O +] 53,54 O O +was 55,58 O O +the 59,62 O O +first 63,68 O O +to 69,71 O O +notice 72,78 O O +that 79,83 O O +although 84,92 O O +one 93,96 O O +starts 97,103 O O +with 104,108 O O +all 109,112 O O +the 113,116 O O +ambiguities 117,128 O O +about 129,134 O O +the 135,138 O O +nature 139,145 O O +of 146,148 O O +a 149,150 O O +quantum 151,158 O O +system 159,165 O O +, 165,166 O O +the 167,170 O O +first 171,176 O O +order 177,182 O O +approximation 183,196 O O +fits 197,201 O O +the 202,205 O O +ordinary 206,214 O O +classical 215,224 O O +ontology 225,233 O O +. 233,234 O O + +By 235,237 O O +that 238,242 O O +we 243,245 O O +mean 246,250 O O +that 251,255 O O +the 256,259 O O +real 260,264 O O +part 265,269 O O +of 270,272 O O +the 273,276 O O +Schrödinger 277,288 O B-Process +equation 289,297 O I-Process +under 298,303 O I-Process +polar 304,309 O I-Process +decomposition 310,323 O I-Process +of 324,326 O I-Process +the 327,330 O I-Process +wave 331,335 O I-Process +function 336,344 O I-Process +becomes 345,352 O O +the 353,356 O O +classical 357,366 O O +Hamilton 367,375 O O +– 375,376 O O + +Jacobi 376,382 O O +equation 383,391 O O +in 392,394 O O +the 395,398 O O +limit 399,404 O O +where 405,410 O O +terms 411,416 O O +involving 417,426 O O +ℏ 427,428 O O +are 429,432 O O +neglected 433,442 O O +. 442,443 O O + +In 444,446 O O +contrast 447,455 O O +to 456,458 O O +this 459,463 O O +approach 464,472 O O +, 472,473 O O +in 474,476 O O +this 477,481 O O +Letter 482,488 O O +we 489,491 O O +show 492,496 O O +that 497,501 O O +the 502,505 O O +classical 506,515 O O +trajectories 516,528 O O +arise 529,534 O O +from 535,539 O O +a 540,541 O O +short 542,547 O B-Process +- 547,548 O I-Process +time 548,552 O I-Process +quantum 553,560 O I-Process +propagator 561,571 O I-Process +when 572,576 O O +terms 577,582 O O +of 583,585 O O +O(Δt2 586,591 O O +) 591,592 O O +can 593,596 O O +be 597,599 O O +neglected 600,609 O O +. 609,610 O O + +This 611,615 O O +fact 616,620 O O +was 621,624 O O +actually 625,633 O O +already 634,641 O O +observed 642,650 O O +by 651,653 O O +Holland 654,661 O O +some 662,666 O O +twenty 667,673 O O +years 674,679 O O +ago 680,683 O O +: 683,684 O O + +In 685,687 O O +page 688,692 O O +269 693,696 O O +of 697,699 O O +his 700,703 O O +book 704,708 O O +[ 709,710 O O +6 710,711 O O +] 711,712 O O +infinitesimal 713,726 O B-Material +time 727,731 O I-Material +intervals 732,741 O I-Material +are 742,745 O O +considered 746,756 O O +whose 757,762 O O +sequence 763,771 O O +constructs 772,782 O O +a 783,784 O O +finite 785,791 O O +path 792,796 O O +. 796,797 O O + +It 798,800 O O +is 801,803 O O +shown 804,809 O O +that 810,814 O O +along 815,820 O O +each 821,825 O O +segment 826,833 O O +the 834,837 O O +motion 838,844 O O +is 845,847 O O +classical 848,857 O O +( 858,859 O O +negligible 859,869 O O +quantum 870,877 O O +potential 878,887 O O +) 887,888 O O +, 888,889 O O +and 890,893 O O +that 894,898 O O +it 899,901 O O +follows 902,909 O O +that 910,914 O O +the 915,918 O O +quantum 919,926 O O +path 927,931 O O +may 932,935 O O +be 936,938 O O +decomposed 939,949 O O +into 950,954 O O +a 955,956 O O +sequence 957,965 O O +of 966,968 O O +segments 969,977 O O +along 978,983 O O +each 984,988 O O +of 989,991 O O +which 992,997 O O +the 998,1001 O O +classical 1002,1011 O O +action 1012,1018 O O +is 1019,1021 O O +a 1022,1023 O O +minimum 1024,1031 O O +. 1031,1032 O O + +The 1033,1036 O O +novel 1037,1042 O O +contribution 1043,1055 O O +of 1056,1058 O O +the 1059,1062 O O +present 1063,1070 O O +Letter 1071,1077 O O +is 1078,1080 O O +an 1081,1083 O O +improved 1084,1092 O O +proof 1093,1098 O O +of 1099,1101 O O +Hollandʼs 1102,1111 O O +result 1112,1118 O O +using 1119,1124 O O +an 1125,1127 O O +improved 1128,1136 O O +version 1137,1144 O O +of 1145,1147 O O +the 1148,1151 O O +propagator 1152,1162 O B-Process +due 1163,1166 O O +to 1167,1169 O O +Makri 1170,1175 O O +and 1176,1179 O O +Miller 1180,1186 O O +[ 1187,1188 O O +9,10 1188,1192 O O +] 1192,1193 O O +. 1193,1194 O O + +( 1195,1196 O O +See 1196,1199 O O +also 1200,1204 O O +de 1205,1207 O O +Gosson 1208,1214 O O +[ 1215,1216 O O +3 1216,1217 O O +] 1217,1218 O O +for 1219,1222 O O +a 1223,1224 O O +further 1225,1232 O O +discussion 1233,1243 O O +. 1243,1244 O O +) 1244,1245 O O + + +-DOCSTART- (S0375960113010839) + +The 0,3 O O +goal 4,8 O O +of 9,11 O O +the 12,15 O O +glued 16,21 O B-Process +trees 22,27 O I-Process +( 28,29 O O +GT 29,31 O B-Process +) 31,32 O O +algorithm 33,42 O O +for 43,46 O O +quantum 47,54 O B-Task +search 55,61 O I-Task +is 62,64 O O +the 65,68 O O +following 69,78 O O +: 78,79 O O +beginning 80,89 O O +from 90,94 O O +the 95,98 O O +left 99,103 O O +- 103,104 O O +most 104,108 O O +vertex 109,115 O O +of 116,118 O O +a 119,120 O O +given 121,126 O O +GT 127,129 O B-Material +graph 130,135 O I-Material +, 135,136 O O +traverse 137,145 O O +the 146,149 O O +graph 150,155 O B-Material +and 156,159 O O +reach 160,165 O O +the 166,169 O O +right 170,175 O O +- 175,176 O O +most 176,180 O O +vertex 181,187 O O +, 187,188 O O +referred 189,197 O O +to 198,200 O O +as 201,203 O O +the 204,207 O O +target 208,214 O O +vertex 215,221 O O +. 221,222 O O + +Childs 223,229 O O +et 230,232 O O +al 233,235 O O +. 235,236 O O + +[ 237,238 O O +1 238,239 O O +] 239,240 O O +use 241,244 O O +this 245,249 O O +algorithm 250,259 O O +to 260,262 O O +show 263,267 O O +quantum 268,275 O B-Task +walk 276,280 O I-Task +search 281,287 O I-Task +to 288,290 O O +be 291,293 O O +fundamentally 294,307 O O +more 308,312 O O +effective 313,322 O O +than 323,327 O O +classical 328,337 O B-Task +random 338,344 O I-Task +walk 345,349 O I-Task +search 350,356 O I-Task +by 357,359 O O +presenting 360,370 O O +a 371,372 O O +class 373,378 O B-Material +of 379,381 O I-Material +graphs 382,388 O I-Material +( 389,390 O O +the 390,393 O O +GT 394,396 O B-Material +graphs 397,403 O I-Material +) 403,404 O O +that 405,409 O O +force 410,415 O O +classical 416,425 O B-Task +random 426,432 O I-Task +walks 433,438 O I-Task +to 439,441 O O +make 442,446 O O +exponentially 447,460 O O +many 461,465 O O +queries 466,473 O O +to 474,476 O O +an 477,479 O O +oracle 480,486 O O +encoding 487,495 O O +the 496,499 O O +structure 500,509 O O +of 510,512 O O +the 513,516 O O +graph 517,522 O O +, 522,523 O O +but 524,527 O O +that 528,532 O O +are 533,536 O O +traversable 537,548 O O +by 549,551 O O +quantum 552,559 O O +walks 560,565 O O +with 566,570 O O +a 571,572 O O +polynomial 573,583 O O +number 584,590 O O +of 591,593 O O +queries 594,601 O O +to 602,604 O O +such 605,609 O O +an 610,612 O O +oracle 613,619 O O +. 619,620 O O + +In 621,623 O O +order 624,629 O O +to 630,632 O O +study 633,638 O O +the 639,642 O O +robustness 643,653 O O +of 654,656 O O +the 657,660 O O +algorithm 661,670 O O +to 671,673 O O +the 674,677 O O +detrimental 678,689 O O +effects 690,697 O O +of 698,700 O O +decoherence 701,712 O O +, 712,713 O O +we 714,716 O O +shall 717,722 O O +determine 723,732 O O +how 733,736 O O +effectively 737,748 O O +it 749,751 O O +achieves 752,760 O O +its 761,764 O O +goal 765,769 O O +when 770,774 O O +subjected 775,784 O O +to 785,787 O O +an 788,790 O O +increasing 791,801 O B-Process +degree 802,808 O I-Process +of 809,811 O I-Process +phase 812,817 O I-Process +damping 818,825 O I-Process +noise 826,831 O I-Process +. 831,832 O O + +For 833,836 O O +this 837,841 O O +reason 842,848 O O +, 848,849 O O +we 850,852 O O +will 853,857 O O +focus 858,863 O O +on 864,866 O O +the 867,870 O O +probability 871,882 O O +that 883,887 O O +the 888,891 O O +walker 892,898 O O +is 899,901 O O +on 902,904 O O +the 905,908 O O +target 909,915 O O +vertex 916,922 O O +at 923,925 O O +the 926,929 O O +end 930,933 O O +of 934,936 O O +the 937,940 O O +walk 941,945 O O +. 945,946 O O + +We 947,949 O O +thus 950,954 O O +consider 955,963 O O +GT 964,966 O B-Material +graphs 967,973 O I-Material +such 974,978 O O +as 979,981 O O +the 982,985 O O +one 986,989 O O +illustrated 990,1001 O O +in 1002,1004 O O +Fig 1005,1008 O O +. 1008,1009 O O + +1(b 1010,1013 O O +) 1013,1014 O O +, 1014,1015 O O +i.e. 1016,1020 O O +consisting 1021,1031 O O +of 1032,1034 O O +n 1035,1036 O O +layers 1037,1043 O O +before 1044,1050 O O +the 1051,1054 O O +gluing 1055,1061 O B-Process +stage 1062,1067 O I-Process +, 1067,1068 O O +and 1069,1072 O O +thus 1073,1077 O O +labelled 1078,1086 O O +as 1087,1089 O O +G′n 1090,1093 O O +. 1093,1094 O O + + +-DOCSTART- (S0375960115004120) + +Another 0,7 O O +remarkable 8,18 O O +feature 19,26 O O +of 27,29 O O +the 30,33 O O +quantum 34,41 O B-Task +field 42,47 O I-Task +treatment 48,57 O I-Task +can 58,61 O O +be 62,64 O O +revealed 65,73 O O +from 74,78 O O +the 79,82 O O +investigation 83,96 O O +of 97,99 O O +the 100,103 O O +vacuum 104,110 O B-Material +state 111,116 O I-Material +. 116,117 O O + +For 118,121 O O +a 122,123 O O +classical 124,133 O O +field 134,139 O O +, 139,140 O O +vacuum 141,147 O B-Material +is 148,150 O O +realized 151,159 O O +by 160,162 O O +simply 163,169 O O +setting 170,177 O O +the 178,181 O O +potential 182,191 O O +to 192,194 O O +zero 195,199 O O +resulting 200,209 O O +in 210,212 O O +an 213,215 O O +unaltered 216,225 O O +, 225,226 O O +free 227,231 O O +evolution 232,241 O O +of 242,244 O O +the 245,248 O O +particle 249,257 O B-Material +'s 257,259 O I-Material +plane 260,265 O I-Material +wave 266,270 O I-Material +( 271,272 O O +|ψI〉=|ψIII〉=|k0 272,287 O O +〉 287,288 O O +) 288,289 O O +. 289,290 O O + +In 291,293 O O +the 294,297 O O +quantized 298,307 O B-Task +treatment 308,317 O I-Task +, 317,318 O O +vacuum 319,325 O B-Material +is 326,328 O O +represented 329,340 O O +by 341,343 O O +an 344,346 O O +initial 347,354 O O +Fock 355,359 O O +state 360,365 O O +|n0=0 366,371 O O +〉 371,372 O O +which 373,378 O O +still 379,384 O O +interacts 385,394 O O +with 395,399 O O +the 400,403 O O +particle 404,412 O O +and 413,416 O O +yields 417,423 O O +as 424,426 O O +final 427,432 O O +state 433,438 O O +|ΨIII 439,444 O O +〉 444,445 O O +behind 446,452 O O +the 453,456 O O +field 457,462 O O +region(19)|ΨI〉=|k0〉⊗|0〉⇒|ΨIII〉=∑n=0∞t0n|k−n〉⊗|n 463,510 O O +〉 510,511 O O +with 512,516 O O +a 517,518 O O +photon 519,525 O O +exchange 526,534 O O +probability(20)P0,n=|t0n|2=1n!e−Λ2Λ2n 535,572 O O +The 573,576 O O +particle 577,585 O O +thus 586,590 O O +transfers 591,600 O O +energy 601,607 O O +to 608,610 O O +the 611,614 O O +vacuum 615,621 O O +field 622,627 O O +leading 628,635 O O +to 636,638 O O +a 639,640 O O +Poissonian 641,651 O O +distributed 652,663 O O +final 664,669 O O +photon 670,676 O O +number 677,683 O O +. 683,684 O O + +Let 685,688 O O +'s 688,690 O O +consider 691,699 O O +, 699,700 O O +for 701,704 O O +example 705,712 O O +, 712,713 O O +a 714,715 O O +superconducting 716,731 O B-Material +resonant 732,740 O I-Material +circuit 741,748 O I-Material +as 749,751 O O +source 752,758 O O +of 759,761 O O +the 762,765 O O +field 766,771 O O +. 771,772 O O + +The 773,776 O O +magnetic 777,785 O B-Material +field 786,791 O I-Material +along 792,797 O O +the 798,801 O O +axis 802,806 O O +of 807,809 O O +a 810,811 O O +properly 812,820 O B-Material +shaped 821,827 O I-Material +coil 828,832 O I-Material +is 833,835 O O +well 836,840 O O +approximated 841,853 O O +by 854,856 O O +the 857,860 O O +rectangular 861,872 O O +form 873,877 O O +. 877,878 O O + +A 879,880 O O +particle 881,889 O B-Material +with 890,894 O O +a 895,896 O O +magnetic 897,905 O O +dipole 906,912 O O +moment 913,919 O O +passing 920,927 O O +through 928,935 O O +the 936,939 O O +coil 940,944 O O +then 945,949 O O +interacts 950,959 O O +with 960,964 O O +the 965,968 O O +circuit 969,976 O O +and 977,980 O O +excites 981,988 O O +it 989,991 O O +with 992,996 O O +a 997,998 O O +measurable 999,1009 O O +loss 1010,1014 O O +of 1015,1017 O O +kinetic 1018,1025 O O +energy 1026,1032 O O +even 1033,1037 O O +if 1038,1040 O O +the 1041,1044 O O +circuit 1045,1052 O O +is 1053,1055 O O +initially 1056,1065 O O +uncharged 1066,1075 O O +and 1076,1079 O O +there 1080,1085 O O +is 1086,1088 O O +classically 1089,1100 O O +no 1101,1103 O O +field 1104,1109 O O +it 1110,1112 O O +can 1113,1116 O O +couple 1117,1123 O O +to 1124,1126 O O +. 1126,1127 O O + +The 1128,1131 O O +phenomenon 1132,1142 O O +that 1143,1147 O O +vacuum 1148,1154 O B-Material +in 1155,1157 O O +quantum 1158,1165 O O +field 1166,1171 O O +theory 1172,1178 O O +does 1179,1183 O O +not 1184,1187 O O +mean 1188,1192 O O +to 1193,1195 O O +“ 1196,1197 O O +no 1197,1199 O O +influence 1200,1209 O O +” 1209,1210 O O +as 1211,1213 O O +known 1214,1219 O O +from 1220,1224 O O +Casimir 1225,1232 O B-Process +forces 1233,1239 O I-Process +or 1240,1242 O I-Process +Lamb 1243,1247 O I-Process +shift 1248,1253 O I-Process +is 1254,1256 O O +clearly 1257,1264 O O +visible 1265,1272 O O +here 1273,1277 O O +as 1278,1280 O O +well 1281,1285 O O +. 1285,1286 O O + + +-DOCSTART- (S0375960115005630) + +The 0,3 O O +systems 4,11 O O +in 12,14 O O +which 15,20 O O +the 21,24 O O +Stern 25,30 O B-Process +– 30,31 O I-Process +Gerlach 31,38 O I-Process +force 39,44 O I-Process +is 45,47 O O +most 48,52 O O +prominent 53,62 O O +are 63,66 O O +those 67,72 O O +with 73,77 O O +a 78,79 O O +high 80,84 O O +electromagnetic 85,100 O B-Process +field 101,106 O I-Process +gradient 107,115 O I-Process +. 115,116 O O + +Section 117,124 O O +2 125,126 O O +considers 127,136 O O +the 137,140 O O +implications 141,153 O O +of 154,156 O O +the 157,160 O O +coupling 161,169 O O +between 170,177 O O +the 178,181 O O +spin 182,186 O O +of 187,189 O O +a 190,191 O O +classical 192,201 O O +electron 202,210 O B-Material +and 211,214 O O +the 215,218 O O +rapidly 219,226 O O +varying 227,234 O O +electromagnetic 235,250 O B-Material +field 251,256 O I-Material +produced 257,265 O O +by 266,268 O O +a 269,270 O O +laser 271,276 O B-Process +- 276,277 O I-Process +driven 277,283 O I-Process +plasma 284,290 O I-Process +wave 291,295 O I-Process +. 295,296 O O + +Sufficiently 297,309 O O +short 310,315 O O +, 315,316 O O +high 317,321 O B-Process +- 321,322 O I-Process +intensity 322,331 O I-Process +laser 332,337 O I-Process +pulses 338,344 O I-Process +can 345,348 O O +form 349,353 O O +longitudinal 354,366 O B-Material +waves 367,372 O I-Material +within 373,379 O O +the 380,383 O O +electron 384,392 O O +density 393,400 O O +of 401,403 O O +a 404,405 O O +plasma 406,412 O B-Material +. 412,413 O O + +These 414,419 O O +density 420,427 O B-Material +waves 428,433 O I-Material +propagate 434,443 O O +with 444,448 O O +speed 449,454 O O +comparable 455,465 O O +to 466,468 O O +the 469,472 O O +group 473,478 O O +speed 479,484 O O +of 485,487 O O +the 488,491 O O +laser 492,497 O B-Process +pulse 498,503 O I-Process +. 503,504 O O + +Not 505,508 O O +all 509,512 O O +plasma 513,519 O B-Material +electrons 520,529 O I-Material +form 530,534 O O +this 535,539 O O +wave 540,544 O O +, 544,545 O O +however 546,553 O O +; 553,554 O O +some 555,559 O O +of 560,562 O O +the 563,566 O O +electrons 567,576 O B-Material +are 577,580 O O +caught 581,587 O O +up 588,590 O O +in 591,593 O O +the 594,597 O O +wave 598,602 O O +and 603,606 O O +accelerated 607,618 O O +by 619,621 O O +its 622,625 O O +high 626,630 O O +fields 631,637 O O +. 637,638 O O + +The 639,642 O O +wave 643,647 O O +eventually 648,658 O O +collapses 659,668 O O +as 669,671 O O +these 672,677 O O +electrons 678,687 O B-Process +damp 688,692 O I-Process +the 693,696 O I-Process +wave 697,701 O I-Process +( 702,703 O O +the 703,706 O O +wave 707,711 O B-Process +‘ 712,713 O I-Process +breaks’ 713,720 O I-Process +) 720,721 O O +. 721,722 O O + +The 723,726 O O +extremely 727,736 O O +high 737,741 O B-Material +electric 742,750 O I-Material +field 751,756 O I-Material +gradient 757,765 O I-Material +of 766,768 O I-Material +a 769,770 O I-Material +plasma 771,777 O I-Material +wave 778,782 O I-Material +near 783,787 O O +wavebreaking 788,800 O O +provides 801,809 O O +an 810,812 O O +excellent 813,822 O O +theoretical 823,834 O O +testing 835,842 O O +ground 843,849 O O +for 850,853 O O +the 854,857 O O +effects 858,865 O O +of 866,868 O O +Stern 869,874 O B-Task +– 874,875 O I-Task +Gerlach 875,882 O I-Task +- 882,883 O I-Task +type 883,887 O I-Task +contributions 888,901 O I-Task +to 902,904 O O +the 905,908 O O +trajectory 909,919 O O +of 920,922 O O +a 923,924 O O +test 925,929 O O +electron 930,938 O B-Material +. 938,939 O O + + +-DOCSTART- (S0377025713001031) + +Flow 0,4 O O +- 4,5 O O +induced 5,12 O O +deformations 13,25 O O +can 26,29 O O +lead 30,34 O O +to 35,37 O O +irreversible 38,50 O O +changes 51,58 O O +in 59,61 O O +the 62,65 O O +structure 66,75 O O +of 76,78 O O +a 79,80 O O +polymeric 81,90 O B-Material +fluid 91,96 O I-Material +; 96,97 O O +if 98,100 O O +the 101,104 O O +rate 105,109 O O +of 110,112 O O +extension 113,122 O O +far 123,126 O O +exceeds 127,134 O O +the 135,138 O O +rate 139,143 O O +of 144,146 O O +relaxation 147,157 O O +, 157,158 O O +then 159,163 O O +the 164,167 O O +polymer 168,175 O O +chain 176,181 O O +can 182,185 O O +be 186,188 O O +broken 189,195 O O +. 195,196 O O + +Mechanical 197,207 O O +degradation 208,219 O O +of 220,222 O O +polymers 223,231 O B-Material +in 232,234 O O +extensional 235,246 O O +flow 247,251 O O +has 252,255 O O +long 256,260 O O +been 261,265 O O +recognised 266,276 O O +[ 277,278 O O +30 278,280 O O +] 280,281 O O +and 282,285 O O +leads 286,291 O O +to 292,294 O O +a 295,296 O O +reduction 297,306 O B-Process +in 307,309 O I-Process +the 310,313 O I-Process +average 314,321 O I-Process +molecular 322,331 O I-Process +weight 332,338 O I-Process +. 338,339 O O + +A 340,341 O O +- 341,342 O O +Alamry 342,348 O O +et 349,351 O O +al 352,354 O O +. 354,355 O O + +[ 356,357 O O +1 357,358 O O +] 358,359 O O +have 360,364 O O +recently 365,373 O O +reported 374,382 O O +evidence 383,391 O O +of 392,394 O O +flow 395,399 O O +- 399,400 O O +induced 400,407 O O +polymer 408,415 O O +degradation 416,427 O O +in 428,430 O O +DoD 431,434 O B-Process +jetting 435,442 O I-Process +. 442,443 O O + +Central 444,451 O B-Task +scission 452,460 O I-Task +is 461,463 O O +observed 464,472 O O +for 473,476 O O +polystyrene 477,488 O B-Material +in 489,491 O O +a 492,493 O O +number 494,500 O O +of 501,503 O O +good 504,508 O O +solvents 509,517 O O +under 518,523 O O +certain 524,531 O O +jetting 532,539 O O +conditions 540,550 O O +for 551,554 O O +a 555,556 O O +bounded 557,564 O O +range 565,570 O O +of 571,573 O O +molecular 574,583 O O +weights 584,591 O O +. 591,592 O O + +Since 593,598 O O +only 599,603 O O +those 604,609 O O +molecules 610,619 O O +that 620,624 O O +are 625,628 O O +fully 629,634 O O +extended 635,643 O O +can 644,647 O O +be 648,650 O O +fractured 651,660 O O +at 661,663 O O +the 664,667 O O +centre 668,674 O O +of 675,677 O O +the 678,681 O O +polymer 682,689 O O +chain 690,695 O O +[ 696,697 O O +29 697,699 O O +] 699,700 O O +, 700,701 O O +in 702,704 O O +this 705,709 O O +paper 710,715 O O +we 716,718 O O +investigate 719,730 O O +whether 731,738 O O +flow 739,743 O B-Task +- 743,744 O I-Task +induced 744,751 O I-Task +central 752,759 O I-Task +scission 760,768 O I-Task +is 769,771 O O +possible 772,780 O O +under 781,786 O O +the 787,790 O O +conditions 791,801 O O +of 802,804 O O +DoD 805,808 O B-Process +jetting 809,816 O I-Process +. 816,817 O O + + +-DOCSTART- (S0377025714000135) + +This 0,4 O O +conclusion 5,15 O O +is 16,18 O O +a 19,20 O O +consequence 21,32 O O +of 33,35 O O +the 36,39 O O +high 40,44 O O +jet 45,48 O O +speeds 49,55 O O +and 56,59 O O +small 60,65 O O +nozzle 66,72 O O +diameters 73,82 O O +in 83,85 O O +combination 86,97 O O +with 98,102 O O +the 103,106 O O +relatively 107,117 O O +high 118,122 O O +viscosity 123,132 O O +solvent 133,140 O O +and 141,144 O O +modest 145,151 O O +molecular 152,161 O O +weights 162,169 O O +of 170,172 O O +the 173,176 O O +polystyrene 177,188 O B-Material +, 188,189 O O +which 190,195 O O +results 196,203 O O +in 204,206 O O +high 207,211 O O +Weissenberg 212,223 O O +numbers 224,231 O O +and 232,235 O O +moderate 236,244 O O +values 245,251 O O +of 252,254 O O +the 255,258 O O +extensibility 259,272 O O +, 272,273 O O +L 274,275 O O +studied 276,283 O O +here 284,288 O O +. 288,289 O O + +As 290,292 O O +discussed 293,302 O O +in 303,305 O O +earlier 306,313 O O +papers 314,320 O O +[ 321,322 O O +3,6 322,325 O O +] 325,326 O O +, 326,327 O O +other 328,333 O O +jetting 334,341 O B-Process +fluid 342,347 O I-Process +combinations 348,360 O I-Process +, 360,361 O O +such 362,366 O O +as 367,369 O O +those 370,375 O O +of 376,378 O O +de 379,381 O O +Gans 382,386 O O +et 387,389 O O +al 390,392 O O +. 392,393 O O + +[ 394,395 O O +4 395,396 O O +] 396,397 O O +, 397,398 O O +lie 399,402 O O +in 403,405 O O +a 406,407 O O +different 408,417 O O +jetting 418,425 O O +regime 426,432 O O +where 433,438 O O +full 439,443 O O +extension 444,453 O O +does 454,458 O O +not 459,462 O O +occur 463,468 O O +and 469,472 O O +relaxation 473,483 O O +time 484,488 O O +controls 489,497 O O +the 498,501 O O +viscoelastic 502,514 O O +behaviour 515,524 O O +. 524,525 O O + +Consequently 526,538 O O +inkjet 539,545 O B-Process +fluid 546,551 O I-Process +assessment 552,562 O I-Process +methods 563,570 O I-Process +need 571,575 O O +to 576,578 O O +provide 579,586 O B-Task +a 587,588 O I-Task +full 589,593 O I-Task +characterisation 594,610 O I-Task +including 611,620 O I-Task +both 621,625 O I-Task +linear 626,632 O I-Task +and 633,636 O I-Task +nonlinear 637,646 O I-Task +viscoelastic 647,659 O I-Task +properties 660,670 O I-Task +. 670,671 O O + +This 672,676 O O +complexity 677,687 O O +suggests 688,696 O O +assessments 697,708 O O +of 709,711 O O +inkjet 712,718 O B-Material +fluids 719,725 O I-Material +might 726,731 O O +have 732,736 O O +to 737,739 O O +include 740,747 O O +jetting 748,755 O O +from 756,760 O O +sets 761,765 O O +of 766,768 O O +DoD 769,772 O B-Process +print 773,778 O I-Process +head 779,783 O I-Process +devices 784,791 O I-Process +with 792,796 O O +different 797,806 O O +sensitivities 807,820 O O +to 821,823 O O +all 824,827 O O +the 828,831 O O +various 832,839 O O +VE 840,842 O O +parameters 843,853 O O +[ 854,855 O O +37 855,857 O O +] 857,858 O O +, 858,859 O O +rather 860,866 O O +than 867,871 O O +reliance 872,880 O O +on 881,883 O O +testing 884,891 O O +without 892,899 O O +jetting 900,907 O B-Process +. 907,908 O O + +This 909,913 O O +was 914,917 O O +not 918,921 O O +the 922,925 O O +expected 926,934 O O +outcome 935,942 O O +from 943,947 O O +the 948,951 O O +present 952,959 O O +work 960,964 O O +but 965,968 O O +does 969,973 O O +echo 974,978 O O +the 979,982 O O +very 983,987 O O +pragmatic 988,997 O O +viewpoint 998,1007 O O +expressed 1008,1017 O O +as 1018,1020 O O +a 1021,1022 O O +“ 1023,1024 O B-Process +map 1024,1027 O I-Process +of 1028,1030 O I-Process +misery 1031,1037 O I-Process +” 1037,1038 O I-Process +by 1039,1041 O O +Clasen 1042,1048 O O +et 1049,1051 O O +al 1052,1054 O O +. 1054,1055 O O + +[ 1056,1057 O O +38 1057,1059 O O +] 1059,1060 O O +and 1061,1064 O O +may 1065,1068 O O +provide 1069,1076 O O +a 1077,1078 O O +way 1079,1082 O O +forward 1083,1090 O O +for 1091,1094 O O +future 1095,1101 O O +R&D 1102,1105 O O +strategies 1106,1116 O O +towards 1117,1124 O O +ink 1125,1128 O B-Task +testing 1129,1136 O I-Task +. 1136,1137 O O + + +-DOCSTART- (S0377025714000317) + +Denier 0,6 O O +and 7,10 O O +Hewitt 11,17 O O +[ 18,19 O O +12 19,21 O O +] 21,22 O O +have 23,27 O O +shown 28,33 O O +that 34,38 O O +bounded 39,46 O O +solutions 47,56 O O +to 57,59 O O +9a 60,62 O O +, 62,63 O O +9b 64,66 O O +and 67,70 O O +9c 71,73 O O +subject 74,81 O O +to 82,84 O O +( 85,86 O O +10a 86,89 O O +) 89,90 O O +and 91,94 O O +( 95,96 O O +10b 96,99 O O +) 99,100 O O +exist 101,106 O O +only 107,111 O O +in 112,114 O O +the 115,118 O O +shear 119,124 O O +- 124,125 O O +thinning 125,133 O O +case 134,138 O O +for 139,142 O O +n>12 143,147 O O +. 147,148 O O + +In 149,151 O O +the 152,155 O O +shear 156,161 O B-Process +- 161,162 O I-Process +thickening 162,172 O I-Process +case 173,177 O O +they 178,182 O O +have 183,187 O O +shown 188,193 O O +that 194,198 O O +solutions 199,208 O B-Material +become 209,215 O O +non 216,219 O O +- 219,220 O O +differentiable 220,234 O O +at 235,237 O O +some 238,242 O O +critical 243,251 O O +location 252,260 O O +ηc 261,263 O O +, 263,264 O O +and 265,268 O O +although 269,277 O O +it 278,280 O O +transpires 281,291 O O +that 292,296 O O +this 297,301 O O +singularity 302,313 O B-Process +can 314,317 O O +be 318,320 O O +regularised 321,332 O O +entirely 333,341 O O +within 342,348 O O +the 349,352 O O +context 353,360 O O +of 361,363 O O +the 364,367 O O +power 368,373 O B-Process +- 373,374 O I-Process +law 374,377 O I-Process +model 378,383 O I-Process +, 383,384 O O +we 385,387 O O +will 388,392 O O +not 393,396 O O +consider 397,405 O O +such 406,410 O O +flows 411,416 O B-Material +here 417,421 O O +. 421,422 O O + +Thus 423,427 O O +in 428,430 O O +this 431,435 O O +study 436,441 O O +we 442,444 O O +will 445,449 O O +consider 450,458 O O +flows 459,464 O B-Material +with 465,469 O O +power 470,475 O O +- 475,476 O O +law 476,479 O O +index 480,485 O O +in 486,488 O O +the 489,492 O O +range 493,498 O O +12 514,515 O O +60mPas 515,521 O O +at 522,524 O O +low 525,528 O O +shear 529,534 O O +rate 535,539 O O +to 540,542 O O +about 543,548 O O +4mPas 549,554 O O +at 555,557 O O +the 558,561 O O +highest 562,569 O O +shear 570,575 O O +rates 576,581 O O +. 581,582 O O + +The 583,586 O O +PEDOT 587,592 O B-Material +: 592,593 O I-Material +PSS 593,596 O I-Material +fluids 597,603 O I-Material +also 604,608 O O +exhibited 609,618 O O +elasticity 619,629 O O +that 630,634 O O +steadily 635,643 O O +reduced 644,651 O O +with 652,656 O O +increasing 657,667 O O +frequency 668,677 O O +[ 678,679 O O +4 679,680 O O +] 680,681 O O +. 681,682 O O + +All 683,686 O O +the 687,690 O O +aqueous 691,698 O O +PEDOT 699,704 O O +: 704,705 O O + +PSS 705,708 O O +solutions 709,718 O O +shear 719,724 O O +- 724,725 O O +thinned 725,732 O O +significantly 733,746 O O +, 746,747 O O +but 748,751 O O +the 752,755 O O +presence 756,764 O O +of 765,767 O O +surfactants 768,779 O O +did 780,783 O O +not 784,787 O O +affect 788,794 O O +the 795,798 O O +trends 799,805 O O +in 806,808 O O +the 809,812 O O +rheological 813,824 O O +behaviour 825,834 O O +, 834,835 O O +particularly 836,848 O O +at 849,851 O O +the 852,855 O O +higher 856,862 O O +frequencies 863,874 O O +( 875,876 O O +10–4000s−1 876,886 O O +) 886,887 O O +. 887,888 O O + + +-DOCSTART- (S0377221716300984) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +we 15,17 O O +propose 18,25 O O +a 26,27 O O +general 28,35 O O +agent 36,41 O O +- 41,42 O O +based 42,47 O O +distributed 48,59 O O +framework 60,69 O B-Task +where 70,75 O O +each 76,80 O B-Process +agent 81,86 O I-Process +is 87,89 O I-Process +implementing 90,102 O I-Process +a 103,104 O I-Process +different 105,114 O I-Process +metaheuristic 115,128 O I-Process +/ 128,129 O I-Process +local 129,134 O I-Process +search 135,141 O I-Process +combination 142,153 O I-Process +. 153,154 O O + +Moreover 155,163 O O +, 163,164 O O +an 165,167 O O +agent 168,173 O O +continuously 174,186 O O +adapts 187,193 O B-Process +itself 194,200 O O +during 201,207 O O +the 208,211 O O +search 212,218 O O +process 219,226 O O +using 227,232 O O +a 233,234 O B-Material +direct 235,241 O I-Material +cooperation 242,253 O I-Material +protocol 254,262 O I-Material +based 263,268 O O +on 269,271 O O +reinforcement 272,285 O B-Task +learning 286,294 O I-Task +and 295,298 O O +pattern 299,306 O B-Task +matching 307,315 O I-Task +. 315,316 O O + +Good 317,321 O B-Task +patterns 322,330 O I-Task +that 331,335 O O +make 336,340 O O +up 341,343 O O +improving 344,353 O O +solutions 354,363 O O +are 364,367 O O +identified 368,378 O O +and 379,382 O O +shared 383,389 O O +by 390,392 O O +the 393,396 O O +agents 397,403 O B-Material +. 403,404 O O + +This 405,409 O O +agent 410,415 O B-Task +- 415,416 O I-Task +based 416,421 O I-Task +system 422,428 O I-Task +aims 429,433 O O +to 434,436 O O +provide 437,444 O B-Process +a 445,446 O I-Process +modular 447,454 O I-Process +flexible 455,463 O I-Process +framework 464,473 O I-Process +to 474,476 O O +deal 477,481 O B-Process +with 482,486 O I-Process +a 487,488 O I-Process +variety 489,496 O I-Process +of 497,499 O I-Process +different 500,509 O I-Process +problem 510,517 O I-Process +domains 518,525 O I-Process +. 525,526 O O + +We 527,529 O O +have 530,534 O O +evaluated 535,544 O O +the 545,548 O O +performance 549,560 O O +of 561,563 O O +this 564,568 O B-Task +approach 569,577 O I-Task +using 578,583 O O +the 584,587 O O +proposed 588,596 O O +framework 597,606 O O +which 607,612 O O +embodies 613,621 O B-Process +a 622,623 O I-Process +set 624,627 O I-Process +of 628,630 O I-Process +well 631,635 O I-Process +known 636,641 O I-Process +metaheuristics 642,656 O I-Process +with 657,661 O I-Process +different 662,671 O I-Process +configurations 672,686 O I-Process +as 687,689 O O +agents 690,696 O O +on 697,699 O O +two 700,703 O B-Material +problem 704,711 O I-Material +domains 712,719 O I-Material +, 719,720 O O +Permutation 721,732 O B-Material +Flow 733,737 O I-Material +- 737,738 O I-Material +shop 738,742 O I-Material +Scheduling 743,753 O I-Material +and 754,757 O I-Material +Capacitated 758,769 O I-Material +Vehicle 770,777 O I-Material +Routing 778,785 O I-Material +. 785,786 O O + +The 787,790 O O +results 791,798 O O +show 799,803 O O +the 804,807 O O +success 808,815 O O +of 816,818 O O +the 819,822 O O +approach 823,831 O B-Task +yielding 832,840 O O +three 841,846 O O +new 847,850 O O +best 851,855 O O +known 856,861 O O +results 862,869 O O +of 870,872 O O +the 873,876 O O +Capacitated 877,888 O B-Material +Vehicle 889,896 O I-Material +Routing 897,904 O I-Material +benchmarks 905,915 O I-Material +tested 916,922 O O +, 922,923 O O +whilst 924,930 O O +the 931,934 O O +results 935,942 O O +for 943,946 O O +Permutation 947,958 O B-Material +Flow 959,963 O I-Material +- 963,964 O I-Material +shop 964,968 O I-Material +Scheduling 969,979 O I-Material +are 980,983 O O +commensurate 984,996 O O +with 997,1001 O O +the 1002,1005 O O +best 1006,1010 O O +known 1011,1016 O O +values 1017,1023 O O +for 1024,1027 O O +all 1028,1031 O O +the 1032,1035 O O +benchmarks 1036,1046 O O +tested 1047,1053 O O +. 1053,1054 O O + + +-DOCSTART- (S0377221716301357) + +As 0,2 O O +mentioned 3,12 O O +earlier 13,20 O O +, 20,21 O O +this 22,26 O O +paper 27,32 O O +represents 33,43 O O +ongoing 44,51 O O +efforts 52,59 O O +to 60,62 O O +efficiently 63,74 O O +address 75,82 O O +the 83,86 O O +stochastic 87,97 O B-Task +MPSP 98,102 O I-Task +. 102,103 O O + +Future 104,110 O O +work 111,115 O O +may 116,119 O O +consider 120,128 O O +investigating 129,142 O O +whether 143,150 O O +the 151,154 O O +algorithm 155,164 O O +would 165,170 O O +be 171,173 O O +as 174,176 O O +successful 177,187 O O +or 188,190 O O +not 191,194 O O +in 195,197 O O +solving 198,205 O O +variants 206,214 O O +of 215,217 O O +the 218,221 O O +MPSP 222,226 O B-Process +that 227,231 O O +include 232,239 O O +more 240,244 O O +operational 245,256 O B-Task +constraints 257,268 O I-Task +, 268,269 O O +such 270,274 O O +as 275,277 O O +variable 278,286 O B-Task +cut 287,290 O I-Task +- 290,291 O I-Task +off 291,294 O I-Task +grade 295,300 O I-Task +, 300,301 O O +grade 302,307 O B-Task +blending 308,316 O I-Task +, 316,317 O O +and 318,321 O O +stockpiling 322,333 O B-Task +, 333,334 O O +as 335,337 O O +it 338,340 O O +is 341,343 O O +in 344,346 O O +solving 347,354 O O +the 355,358 O O +“ 359,360 O O +classical 360,369 O O +” 369,370 O O +variant 371,378 O O +considered 379,389 O O +in 390,392 O O +this 393,397 O O +paper 398,403 O O +. 403,404 O O + +Indeed 405,411 O O +, 411,412 O O +it 413,415 O O +is 416,418 O O +a 419,420 O O +general 421,428 O B-Process +- 428,429 O I-Process +purpose 429,436 O I-Process +algorithm 437,446 O I-Process +and 447,450 O O +should 451,457 O O +be 458,460 O O +applicable 461,471 O O +to 472,474 O O +any 475,478 O O +of 479,481 O O +these 482,487 O O +variants 488,496 O O +. 496,497 O O + +Other 498,503 O O +research 504,512 O O +avenues 513,520 O O +include 521,528 O O +considering 529,540 O O +other 541,546 O O +strategies 547,557 O O +for 558,561 O O +updating 562,570 O O +the 571,574 O O +penalties 575,584 O O +within 585,591 O O +PH 592,594 O B-Process +and 595,598 O O +other 599,604 O O +methods 605,612 O O +for 613,616 O O +solving 617,624 O O +the 625,628 O O +sub 629,632 O O +- 632,633 O O +problems 633,641 O O +. 641,642 O O + +Finally 643,650 O O +, 650,651 O O +another 652,659 O O +important 660,669 O O +research 670,678 O O +direction 679,688 O O +is 689,691 O O +the 692,695 O O +development 696,707 O O +of 708,710 O O +other 711,716 O O +efficient 717,726 O O +solution 727,735 O O +approaches 736,746 O O +. 746,747 O O + +Since 748,753 O O +it 754,756 O O +has 757,760 O O +been 761,765 O O +observed 766,774 O O +empirically 775,786 O O +that 787,791 O O +the 792,795 O O +problem 796,803 O O +formulation 804,815 O O +often 816,821 O O +achieves 822,830 O O +small 831,836 O O +integrality 837,848 O O +gaps 849,853 O O +, 853,854 O O +one 855,858 O O +approach 859,867 O O +could 868,873 O O +be 874,876 O O +to 877,879 O O +solve 880,885 O B-Process +the 886,889 O I-Process +linear 890,896 O I-Process +relaxation 897,907 O I-Process +of 908,910 O O +the 911,914 O O +problem 915,922 O O +using 923,928 O O +an 929,931 O O +efficient 932,941 O O +algorithm 942,951 O O +and 952,955 O O +then 956,960 O O +to 961,963 O O +use 964,967 O O +an 968,970 O O +LP 971,973 O B-Process +- 973,974 O I-Process +rounding 974,982 O I-Process +procedure 983,992 O I-Process +to 993,995 O O +get 996,999 O O +an 1000,1002 O O +integer 1003,1010 O O +solution 1011,1019 O O +. 1019,1020 O O + + +-DOCSTART- (S0377221716301904) + +We 0,2 O O +propose 3,10 O O +an 11,13 O O +equilibrium 14,25 O B-Process +model 26,31 O I-Process +that 32,36 O O +allows 37,43 O O +to 44,46 O O +analyze 47,54 O B-Task +the 55,58 O I-Task +long 59,63 O I-Task +- 63,64 O I-Task +run 64,67 O I-Task +impact 68,74 O I-Task +of 75,77 O I-Task +the 78,81 O I-Task +electricity 82,93 O I-Task +market 94,100 O I-Task +design 101,107 O I-Task +on 108,110 O I-Task +transmission 111,123 O I-Task +line 124,128 O I-Task +expansion 129,138 O I-Task +by 139,141 O O +the 142,145 O O +regulator 146,155 O O +and 156,159 O O +investment 160,170 O O +in 171,173 O O +generation 174,184 O O +capacity 185,193 O O +by 194,196 O O +private 197,204 O O +firms 205,210 O O +in 211,213 O O +liberalized 214,225 O O +electricity 226,237 O O +markets 238,245 O O +. 245,246 O O + +The 247,250 O O +model 251,256 O O +incorporates 257,269 O O +investment 270,280 O O +decisions 281,290 O O +of 291,293 O O +the 294,297 O O +transmission 298,310 O O +system 311,317 O O +operator 318,326 O O +and 327,330 O O +private 331,338 O O +firms 339,344 O O +in 345,347 O O +expectation 348,359 O O +of 360,362 O O +an 363,365 O O +energy 366,372 O O +- 372,373 O O +only 373,377 O O +market 378,384 O O +and 385,388 O O +cost 389,393 O O +- 393,394 O O +based 394,399 O O +redispatch 400,410 O O +. 410,411 O O + +In 412,414 O O +different 415,424 O O +specifications 425,439 O O +we 440,442 O O +consider 443,451 O O +the 452,455 O O +cases 456,461 O O +of 462,464 O O +one 465,468 O O +vs. 469,472 O O +multiple 473,481 O O +price 482,487 O O +zones 488,493 O O +( 494,495 O O +market 495,501 O B-Process +splitting 502,511 O I-Process +) 511,512 O O +and 513,516 O O +analyze 517,524 O B-Process +different 525,534 O I-Process +approaches 535,545 O I-Process +to 546,548 O I-Process +recover 549,556 O I-Process +network 557,564 O I-Process +cost 565,569 O I-Process +— 569,570 O O +in 570,572 O O +particular 573,583 O O +lump 584,588 O B-Task +sum 589,592 O I-Task +, 592,593 O O +generation 594,604 O B-Task +capacity 605,613 O I-Task +based 614,619 O I-Task +, 619,620 O O +and 621,624 O O +energy 625,631 O B-Task +based 632,637 O I-Task +fees 638,642 O I-Task +. 642,643 O O + +In 644,646 O O +order 647,652 O O +to 653,655 O O +compare 656,663 O O +the 664,667 O O +outcomes 668,676 O O +of 677,679 O O +our 680,683 O O +multilevel 684,694 O B-Process +market 695,701 O I-Process +model 702,707 O I-Process +with 708,712 O O +a 713,714 O O +first 715,720 O B-Process +best 721,725 O I-Process +benchmark 726,735 O I-Process +, 735,736 O O +we 737,739 O O +also 740,744 O O +solve 745,750 O B-Process +the 751,754 O I-Process +corresponding 755,768 O I-Process +integrated 769,779 O I-Process +planner 780,787 O I-Process +problem 788,795 O I-Process +. 795,796 O O + +Using 797,802 O O +two 803,806 O O +test 807,811 O O +networks 812,820 O O +we 821,823 O O +illustrate 824,834 O O +that 835,839 O O +energy 840,846 O O +- 846,847 O O +only 847,851 O O +markets 852,859 O O +can 860,863 O O +lead 864,868 O O +to 869,871 O O +suboptimal 872,882 O O +locational 883,893 O O +decisions 894,903 O O +for 904,907 O O +generation 908,918 O O +capacity 919,927 O O +and 928,931 O O +thus 932,936 O O +imply 937,942 O O +excessive 943,952 O B-Process +network 953,960 O I-Process +expansion 961,970 O I-Process +. 970,971 O O + +Market 972,978 O B-Process +splitting 979,988 O I-Process +heals 989,994 O O +these 995,1000 O O +problems 1001,1009 O O +only 1010,1014 O O +partially 1015,1024 O O +. 1024,1025 O O + +These 1026,1031 O O +results 1032,1039 O O +are 1040,1043 O O +valid 1044,1049 O O +for 1050,1053 O O +all 1054,1057 O O +considered 1058,1068 O O +types 1069,1074 O O +of 1075,1077 O O +network 1078,1085 O O +tariffs 1086,1093 O O +, 1093,1094 O O +although 1095,1103 O O +investment 1104,1114 O O +slightly 1115,1123 O O +differs 1124,1131 O O +across 1132,1138 O O +those 1139,1144 O O +regimes 1145,1152 O O +. 1152,1153 O O + + +-DOCSTART- (S0377221716302259) + +Regarding 0,9 O O +the 10,13 O O +implications 14,26 O B-Task +of 27,29 O I-Task +the 30,33 O I-Task +results 34,41 O I-Task +of 42,44 O O +this 45,49 O O +paper 50,55 O O +, 55,56 O O +we 57,59 O O +note 60,64 O O +two 65,68 O O +points 69,75 O O +. 75,76 O O + +From 77,81 O O +a 82,83 O O +practical 84,93 O O +point 94,99 O O +of 100,102 O O +view 103,107 O O +, 107,108 O O +we 109,111 O O +have 112,116 O O +endowed 117,124 O O +the 125,128 O B-Task +weighted 129,137 O I-Task +additive 138,146 O I-Task +model 147,152 O I-Task +with 153,157 O I-Task +a 158,159 O I-Task +distance 160,168 O I-Task +function 169,177 O I-Task +structure 178,187 O I-Task +, 187,188 O O +which 189,194 O O +takes 195,200 O B-Process +negative 201,209 O I-Process +values 210,216 O I-Process +for 217,220 O I-Process +points 221,227 O I-Process +located 228,235 O I-Process +outside 236,243 O I-Process +the 244,247 O I-Process +technology 248,258 O I-Process +and 259,262 O I-Process +non 263,266 O I-Process +- 266,267 O I-Process +negative 267,275 O I-Process +values 276,282 O I-Process +for 283,286 O I-Process +points 287,293 O I-Process +into 294,298 O I-Process +the 299,302 O I-Process +production 303,313 O I-Process +possibility 314,325 O I-Process +set 326,329 O I-Process +. 329,330 O O + +In 331,333 O O +this 334,338 O O +respect 339,346 O O +, 346,347 O O +the 348,351 O B-Task +weighted 352,360 O I-Task +additive 361,369 O I-Task +distance 370,378 O I-Task +function 379,387 O I-Task +methodologically 388,404 O O +supports 405,413 O O +the 414,417 O O +branch 418,424 O O +of 425,427 O O +the 428,431 O O +literature 432,442 O O +that 443,447 O O +resorts 448,455 O O +to 456,458 O O +the 459,462 O O +weighted 463,471 O B-Material +additive 472,480 O I-Material +model 481,486 O I-Material +or 487,489 O O +some 490,494 O B-Material +related 495,502 O I-Material +approach 503,511 O I-Material +to 512,514 O O +measure 515,522 O B-Process +productivity 523,535 O I-Process +over 536,540 O I-Process +time 541,545 O I-Process +( 546,547 O O +see 547,550 O O +, 550,551 O O +for 552,555 O O +example 556,563 O O +, 563,564 O O +Mahlberg 565,573 O O +& 574,575 O O +Sahoo 576,581 O O +, 581,582 O O +2011 583,587 O O +or 588,590 O O +Chang 591,596 O O +et 597,599 O O +al 600,602 O O +. 602,603 O O +, 603,604 O O +2012 605,609 O O +) 609,610 O O +. 610,611 O O + +From 612,616 O O +a 617,618 O O +theoretical 619,630 O O +point 631,636 O O +of 637,639 O O +view 640,644 O O +, 644,645 O O +we 646,648 O O +have 649,653 O O +provided 654,662 O O +a 663,664 O B-Material +new 665,668 O I-Material +distance 669,677 O I-Material +function 678,686 O I-Material +with 687,691 O O +some 692,696 O O +interesting 697,708 O O +properties 709,719 O O +in 720,722 O O +contrast 723,731 O O +to 732,734 O O +the 735,738 O O +usual 739,744 O O +ones 745,749 O O +, 749,750 O O +mainly 751,757 O O +( 758,759 O O +1 759,760 O O +) 760,761 O O +when 762,766 O O +technical 767,776 O O +inefficiency 777,789 O O +has 790,793 O O +to 794,796 O O +be 797,799 O O +estimated 800,809 O O +, 809,810 O O +the 811,814 O B-Material +weighted 815,823 O I-Material +additive 824,832 O I-Material +distance 833,841 O I-Material +function 842,850 O I-Material +coincides 851,860 O O +with 861,865 O O +the 866,869 O O +weighted 870,878 O O +additive 879,887 O O +model 888,893 O O +, 893,894 O O +which 895,900 O O +means 901,906 O B-Process +that 907,911 O I-Process +technical 912,921 O I-Process +inefficiency 922,934 O I-Process +is 935,937 O I-Process +measured 938,946 O I-Process +following 947,956 O I-Process +the 957,960 O I-Process +Pareto 961,967 O I-Process +- 967,968 O I-Process +Koopmans 968,976 O I-Process +notion 977,983 O I-Process +of 984,986 O I-Process +efficiency 987,997 O I-Process +; 997,998 O O +and 999,1002 O O +( 1003,1004 O O +2 1004,1005 O O +) 1005,1006 O O +when 1007,1011 O O +productivity 1012,1024 O O +has 1025,1028 O O +to 1029,1031 O O +be 1032,1034 O O +determined 1035,1045 O B-Process +and 1046,1049 O I-Process +decomposed 1050,1060 O I-Process +over 1061,1065 O I-Process +time 1066,1070 O I-Process +the 1071,1074 O O +weighted 1075,1083 O B-Material +additive 1084,1092 O I-Material +distance 1093,1101 O I-Material +function 1102,1110 O I-Material +emerges 1111,1118 O O +as 1119,1121 O O +an 1122,1124 O O +attractive 1125,1135 O O +tool 1136,1140 O O +to 1141,1143 O O +be 1144,1146 O O +used 1147,1151 O O +for 1152,1155 O O +cross 1156,1161 O O +- 1161,1162 O O +period 1162,1168 O O +evaluation 1169,1179 O O +of 1180,1182 O O +returns 1183,1190 O O +to 1191,1193 O O +scale 1194,1199 O O +changes 1200,1207 O O +, 1207,1208 O O +since 1209,1214 O O +this 1215,1219 O O +distance 1220,1228 O B-Material +function 1229,1237 O I-Material +is 1238,1240 O O +always 1241,1247 O O +feasible 1248,1256 O O +, 1256,1257 O O +even 1258,1262 O O +under 1263,1268 O O +Variable 1269,1277 O O +Returns 1278,1285 O O +to 1286,1288 O O +Scale 1289,1294 O O +. 1294,1295 O O + + +-DOCSTART- (S0377221716303873) + +The 0,3 O O +iron 4,8 O B-Material +ore 9,12 O I-Material +may 13,16 O O +be 17,19 O O +extracted 20,29 O O +from 30,34 O O +blocks 35,41 O O +of 42,44 O O +25×25×12meter3 45,59 O O +located 60,67 O O +at 68,70 O O +three 71,76 O O +consecutive 77,88 O O +mining 89,95 O O +benches 96,103 O O +of 104,106 O O +12meter 107,114 O O +height 115,121 O O +. 121,122 O O + +For 123,126 O O +this 127,131 O O +case 132,136 O O +study 137,142 O O +, 142,143 O O +ten 144,147 O O +equally 148,155 O O +probable 156,164 O B-Process +scenarios 165,174 O I-Process +of 175,177 O O +iron 178,182 O B-Material +content 183,190 O I-Material +, 190,191 O O +phosphorous 192,203 O B-Material +, 203,204 O O +silica 205,211 O B-Material +, 211,212 O O +aluminum 213,221 O B-Material +and 222,225 O O +LOI 226,229 O B-Material +are 230,233 O O +used 234,238 O O +to 239,241 O O +quantify 242,250 O B-Task +the 251,254 O I-Task +joint 255,260 O I-Task +uncertainty 261,272 O I-Task +in 273,275 O I-Task +the 276,279 O I-Task +characteristics 280,295 O I-Task +of 296,298 O I-Task +the 299,302 O I-Task +iron 303,307 O I-Task +ore 308,311 O I-Task +deposit 312,319 O I-Task +considered 320,330 O O +and 331,334 O O +are 335,338 O O +the 339,342 O O +input 343,348 O O +to 349,351 O O +the 352,355 O O +SSTPS 356,361 O B-Process +formulation 362,373 O I-Process +proposed 374,382 O O +in 383,385 O O +the 386,389 O O +previous 390,398 O O +section 399,406 O O +. 406,407 O O + +The 408,411 O O +simulated 412,421 O B-Task +scenarios 422,431 O I-Task +available 432,441 O O +were 442,446 O O +provided 447,455 O O +and 456,459 O O +generated 460,469 O O +using 470,475 O O +the 476,479 O O +stochastic 480,490 O B-Process +simulated 491,500 O I-Process +technique 501,510 O I-Process +detailed 511,519 O O +in 520,522 O O +Boucher 523,530 O O +and 531,534 O O +Dimitrakopoulos 535,550 O O +( 551,552 O O +2012 552,556 O O +) 556,557 O O +. 557,558 O O + +The 559,562 O O +area 563,567 O O +considered 568,578 O O +is 579,581 O O +bounded 582,589 O O +by 590,592 O O +the 593,596 O O +limits 597,603 O O +of 604,606 O O +the 607,610 O O +given 611,616 O O +volume 617,623 O O +of 624,626 O O +production 627,637 O O +in 638,640 O O +the 641,644 O O +long 645,649 O O +- 649,650 O O +term 650,654 O O +first 655,660 O O +year 661,665 O O +production 666,676 O O +schedule 677,685 O O +provided 686,694 O O +. 694,695 O O + +Fig 696,699 O O +. 699,700 O O + +4 701,702 O O +shows 703,708 O O +3 709,710 O O +scenarios 711,720 O B-Process +of 721,723 O I-Process +iron 724,728 O I-Process +ore 729,732 O I-Process +content 733,740 O I-Process +as 741,743 O O +well 744,748 O O +as 749,751 O O +the 752,755 O O +corresponding 756,769 O O +conventional 770,782 O O +and 783,786 O O +single 787,793 O O +estimated 794,803 O O +( 804,805 O O +average 805,812 O O +) 812,813 O O +representation 814,828 O O +of 829,831 O O +iron 832,836 O B-Material +content 837,844 O O +( 845,846 O O +Fe2O3 846,851 O O +% 851,852 O O +) 852,853 O O +for 854,857 O O +the 858,861 O O +upper 862,867 O O +bench 868,873 O O +. 873,874 O O + +In 875,877 O O +total 878,883 O O +, 883,884 O O +734 885,888 O B-Material +blocks 889,895 O I-Material +from 896,900 O O +3525 901,905 O O +to 906,908 O O +21,150 909,915 O O +tonnes 916,922 O O +, 922,923 O O +with 924,928 O O +Fe2O3 929,934 O B-Material +from 935,939 O O +54.59 940,945 O O +% 945,946 O O +to 947,949 O O +60.63 950,955 O O +% 955,956 O O +, 956,957 O O +P 958,959 O B-Material +from 960,964 O O +0.02 965,969 O O +% 969,970 O O +to 971,973 O O +0.04 974,978 O O +% 978,979 O O +, 979,980 O O +SiO2 981,985 O B-Material +from 986,990 O O +3.10 991,995 O O +% 995,996 O O +to 997,999 O O +8.58 1000,1004 O O +% 1004,1005 O O +, 1005,1006 O O +Al2O3 1007,1012 O B-Material +from 1013,1017 O O +0.53 1018,1022 O O +% 1022,1023 O O +to 1024,1026 O O +1.88 1027,1031 O O +% 1031,1032 O O +and 1033,1036 O O +LOI 1037,1040 O B-Material +from 1041,1045 O O +8.75 1046,1050 O O +% 1050,1051 O O +to 1052,1054 O O +11.75 1055,1060 O O +% 1060,1061 O O +are 1062,1065 O O +available 1066,1075 O O +. 1075,1076 O O + + +-DOCSTART- (S0377221716304258) + +Two 0,3 O B-Process +- 3,4 O I-Process +state 4,9 O I-Process +models 10,16 O I-Process +are 17,20 O O +often 21,26 O O +insufficient 27,39 O O +to 40,42 O O +fit 43,46 O O +complex 47,54 O O +traces 55,61 O O +, 61,62 O O +therefore 63,72 O O +we 73,75 O O +also 76,80 O O +study 81,86 O B-Task +the 87,90 O I-Task +approximate 91,102 O I-Task +fitting 103,110 O I-Task +of 111,113 O I-Task +large 114,119 O I-Task +M3PPs 120,125 O I-Task +. 125,126 O O + +In 127,129 O O +the 130,133 O O +single 134,140 O O +class 141,146 O O +setting 147,154 O O +, 154,155 O O +a 156,157 O O +known 158,163 O O +limitation 164,174 O O +of 175,177 O O +MMPPs 178,183 O B-Material +is 184,186 O O +the 187,190 O O +inability 191,200 O O +to 201,203 O O +simultaneously 204,218 O O +fit 219,222 O O +many 223,227 O O +statistical 228,239 O B-Process +descriptors 240,251 O I-Process +due 252,255 O O +to 256,258 O O +the 259,262 O O +non 263,266 O O +- 266,267 O O +linearity 267,276 O O +of 277,279 O O +their 280,285 O O +underlying 286,296 O B-Process +equations 297,306 O I-Process +( 307,308 O O +Bodrog 308,314 O O +, 314,315 O O +Heindl 316,322 O O +, 322,323 O O +Horváth 324,331 O O +, 331,332 O O +& 333,334 O O +Telek 335,340 O O +, 340,341 O O +2008 342,346 O O +; 346,347 O O +Heindl 348,354 O O +, 354,355 O O +Horváth 356,363 O O +, 363,364 O O +& 365,366 O O +Gross 367,372 O O +, 372,373 O O +2006 374,378 O O +; 378,379 O O +Horváth 380,387 O O +& 388,389 O O +Telek 390,395 O O +, 395,396 O O +2009 397,401 O O +) 401,402 O O +. 402,403 O O + +This 404,408 O O +has 409,412 O O +led 413,416 O O +to 417,419 O O +the 420,423 O O +definition 424,434 O O +of 435,437 O O +several 438,445 O O +approaches 446,456 O O +to 457,459 O O +fit 460,463 O O +complex 464,471 O O +traces 472,478 O O +by 479,481 O O +composing 482,491 O B-Process +multiple 492,500 O I-Process +small 501,506 O I-Process +- 506,507 O I-Process +sized 507,512 O I-Process +MMPPs 513,518 O I-Process +or 519,521 O I-Process +MAPs 522,526 O I-Process +using 527,532 O O +Kronecker 533,542 O B-Process +operators 543,552 O I-Process +( 553,554 O O +Andersen 554,562 O O +& 563,564 O O +Nielsen 565,572 O O +, 572,573 O O +1998 574,578 O O +; 578,579 O O +Casale 580,586 O O +, 586,587 O O +Zhang 588,593 O O +, 593,594 O O +& 595,596 O O +Smirni 597,603 O O +, 603,604 O O +2010 605,609 O O +; 609,610 O O +Horváth 611,618 O O +& 619,620 O O +Telek 621,626 O O +, 626,627 O O +2002 628,632 O O +) 632,633 O O +. 633,634 O O + +These 635,640 O O +methods 641,648 O O +employ 649,655 O O +composition 656,667 O B-Process +operators 668,677 O I-Process +for 678,681 O O +moment 682,688 O O +fitting 689,696 O O +, 696,697 O O +offering 698,706 O O +a 707,708 O O +different 709,718 O O +trade 719,724 O O +- 724,725 O O +off 725,728 O O +between 729,736 O O +computational 737,750 O O +cost 751,755 O O +and 756,759 O O +fitting 760,767 O O +accuracy 768,776 O O +compared 777,785 O O +to 786,788 O O +fitting 789,796 O B-Task +methods 797,804 O I-Task +based 805,810 O O +on 811,813 O O +the 814,817 O O +EM 818,820 O B-Process +algorithm 821,830 O I-Process +( 831,832 O O +Breuer 832,838 O O +, 838,839 O O +2002 840,844 O O +; 844,845 O O +Horváth 846,853 O O +& 854,855 O O +Okamura 856,863 O O +, 863,864 O O +2013 865,869 O O +; 869,870 O O +Klemm 871,876 O O +, 876,877 O O +Lindemann 878,887 O O +, 887,888 O O +& 889,890 O O +Lohmann 891,898 O O +, 898,899 O O +2003 900,904 O O +) 904,905 O O +. 905,906 O O + +In 907,909 O O +particular 910,920 O O +, 920,921 O O +the 922,925 O O +superposition 926,939 O B-Process +operator 940,948 O I-Process +allows 949,955 O O +one 956,959 O O +to 960,962 O O +describe 963,971 O O +a 972,973 O O +trace 974,979 O O +by 980,982 O O +the 983,986 O O +statistical 987,998 O B-Process +multiplexing 999,1011 O I-Process +of 1012,1014 O I-Process +several 1015,1022 O I-Process +MMPPs 1023,1028 O I-Process +, 1028,1029 O O +at 1030,1032 O O +the 1033,1036 O O +expense 1037,1044 O O +of 1045,1047 O O +an 1048,1050 O O +exponential 1051,1062 O O +growth 1063,1069 O O +of 1070,1072 O O +the 1073,1076 O O +number 1077,1083 O O +of 1084,1086 O O +states 1087,1093 O O +in 1094,1096 O O +the 1097,1100 O O +resulting 1101,1110 O O +process 1111,1118 O O +( 1119,1120 O O +Sriram 1120,1126 O O +& 1127,1128 O O +Whitt 1129,1134 O O +, 1134,1135 O O +1986 1136,1140 O O +) 1140,1141 O O +. 1141,1142 O O + +This 1143,1147 O O +state 1148,1153 O B-Process +space 1154,1159 O I-Process +explosion 1160,1169 O I-Process +is 1170,1172 O O +an 1173,1175 O O +obstacle 1176,1184 O O +for 1185,1188 O O +the 1189,1192 O O +application 1193,1204 O O +of 1205,1207 O O +MMPPs 1208,1213 O B-Material +and 1214,1217 O I-Material +MAPs 1218,1222 O I-Material +to 1223,1225 O O +modeling 1226,1234 O B-Task +real 1235,1239 O I-Task +systems 1240,1247 O I-Task +; 1247,1248 O O +for 1249,1252 O O +example 1253,1260 O O +it 1261,1263 O O +considerably 1264,1276 O O +slows 1277,1282 O O +down 1283,1287 O O +, 1287,1288 O O +or 1289,1291 O O +even 1292,1296 O O +renders 1297,1304 O O +infeasible 1305,1315 O O +, 1315,1316 O O +the 1317,1320 O O +numerical 1321,1330 O B-Task +evaluation 1331,1341 O I-Task +of 1342,1344 O I-Task +queueing 1345,1353 O I-Task +models 1354,1360 O I-Task +by 1361,1363 O O +matrix 1364,1370 O B-Task +geometric 1371,1380 O I-Task +methods 1381,1388 O I-Task +( 1389,1390 O O +Bini 1390,1394 O O +, 1394,1395 O O +Meini 1396,1401 O O +, 1401,1402 O O +Steffé 1403,1409 O O +, 1409,1410 O O +Pérez 1411,1416 O O +, 1416,1417 O O +& 1418,1419 O O +Houdt 1420,1425 O O +, 1425,1426 O O +2012 1427,1431 O O +; 1431,1432 O O +Pérez 1433,1438 O O +, 1438,1439 O O +Velthoven 1440,1449 O O +, 1449,1450 O O +& 1451,1452 O O +Houdt 1453,1458 O O +, 1458,1459 O O +2008 1460,1464 O O +) 1464,1465 O O +. 1465,1466 O O + + +-DOCSTART- (S0378381215300297) + +For 0,3 O O +mixtures 4,12 O B-Material +described 13,22 O O +by 23,25 O O +an 26,28 O O +equation 29,37 O O +of 38,40 O O +state 41,46 O O +, 46,47 O O +this 48,52 O O +calculation 53,64 O O +amounts 65,72 O O +to 73,75 O O +simultaneously 76,90 O O +solving 91,98 O O +the 99,102 O O +condition 103,112 O O +of 113,115 O O +thermal 116,123 O O +, 123,124 O O +mechanical 125,135 O O +and 136,139 O O +diffusive 140,149 O O +equilibria 150,160 O O +( 161,162 O O +equality 162,170 O O +of 171,173 O O +chemical 174,182 O O +potential 183,192 O O +) 192,193 O O +amongst 194,201 O O +two 202,205 O O +fluid 206,211 O O +phases 212,218 O O +for 219,222 O O +each 223,227 O O +component 228,237 O O +of 238,240 O O +the 241,244 O O +mixture 245,252 O O +. 252,253 O O + +The 254,257 O O +analytical 258,268 O O +nature 269,275 O O +of 276,278 O O +this 279,283 O O +calculation 284,295 O O +lends 296,301 O O +itself 302,308 O O +to 309,311 O O +a 312,313 O O +reasonably 314,324 O O +rapid 325,330 O O +solution 331,339 O O +by 340,342 O O +numerical 343,352 O B-Process +methods 353,360 O I-Process +. 360,361 O O + +In 362,364 O O +its 365,368 O O +most 369,373 O O +common 374,380 O O +form 381,385 O O +, 385,386 O O +the 387,390 O O +composition 391,402 O O +and 403,406 O O +temperature 407,418 O O +are 419,422 O O +fixed 423,428 O O +and 429,432 O O +the 433,436 O O +pressures 437,446 O B-Material +at 447,449 O I-Material +either 450,456 O I-Material +the 457,460 O I-Material +bubble 461,467 O I-Material +or 468,470 O I-Material +the 471,474 O I-Material +dew 475,478 O I-Material +point 479,484 O I-Material +are 485,488 O O +recursively 489,500 O O +calculated 501,511 O O +. 511,512 O O + +The 513,516 O O +reader 517,523 O O +is 524,526 O O +referred 527,535 O O +to 536,538 O O +the 539,542 O O +excellent 543,552 O O +textbooks 553,562 O O +that 563,567 O O +describe 568,576 O O +the 577,580 O O +common 581,587 O B-Process +algorithms 588,598 O I-Process +employed 599,607 O I-Process +[ 608,609 O O +80–82 609,614 O O +] 614,615 O O +. 615,616 O O + +The 617,620 O O +quality 621,628 O O +of 629,631 O O +the 632,635 O O +result 636,642 O O +is 643,645 O O +obviously 646,655 O O +limited 656,663 O O +by 664,666 O O +the 667,670 O O +accuracy 671,679 O O +of 680,682 O O +the 683,686 O O +EoS 687,690 O B-Process +to 691,693 O O +faithfully 694,704 O O +represent 705,714 O O +fluid 715,720 O B-Material +mixtures 721,729 O I-Material +. 729,730 O O + +Furthermore 731,742 O O +, 742,743 O O +the 744,747 O O +fact 748,752 O O +that 753,757 O O +some 758,762 O O +of 763,765 O O +the 766,769 O O +more 770,774 O O +interesting 775,786 O O +features 787,795 O O +of 796,798 O O +the 799,802 O O +phase 803,808 O O +diagram 809,816 O O +are 817,820 O O +close 821,826 O O +to 827,829 O O +the 830,833 O O +critical 834,842 O O +points 843,849 O O +of 850,852 O O +the 853,856 O O +mixture 857,864 O O +, 864,865 O O +make 866,870 O O +these 871,876 O O +calculations 877,889 O O +particularly 890,902 O O +challenging 903,914 O O +for 915,918 O O +all 919,922 O O +but 923,926 O O +the 927,930 O O +most 931,935 O O +optimized 936,945 O O +and 946,949 O O +force 950,955 O O +- 955,956 O O +fitted 956,962 O O +of 963,965 O O +models 966,972 O O +. 972,973 O O + + +-DOCSTART- (S0378381215300674) + +The 0,3 O O +next 4,8 O O +phase 9,14 O O +of 15,17 O O +our 18,21 O O +current 22,29 O O +study 30,35 O O +is 36,38 O O +to 39,41 O O +use 42,45 O O +the 46,49 O O +parameters 50,60 O O +obtained 61,69 O O +from 70,74 O O +pure 75,79 O B-Process +- 79,80 O I-Process +component 80,89 O I-Process +systems 90,97 O I-Process +in 98,100 O O +a 101,102 O O +transferable 103,115 O O +manner 116,122 O O +to 123,125 O O +represent 126,135 O O +the 136,139 O O +corresponding 140,153 O O +mixtures 154,162 O O +. 162,163 O O + +Mixtures 164,172 O B-Material +of 173,175 O I-Material +n 176,177 O I-Material +- 177,178 O I-Material +alkanes 178,185 O I-Material +and 186,189 O I-Material +H2O 190,193 O I-Material +have 194,198 O O +been 199,203 O O +studied 204,211 O O +previously 212,222 O O +with 223,227 O O +SAFT-γ 228,234 O B-Process +SW 235,237 O I-Process +[ 238,239 O O +82 239,241 O O +] 241,242 O O +. 242,243 O O + +In 244,246 O O +general 247,254 O O +it 255,257 O O +is 258,260 O O +well 261,265 O O +known 266,271 O O +that 272,276 O O +the 277,280 O O +extreme 281,288 O O +nature 289,295 O O +of 296,298 O O +the 299,302 O O +phase 303,308 O O +separation 309,319 O O +[ 320,321 O O +150 321,324 O O +] 324,325 O O +makes 326,331 O O +it 332,334 O O +challenging 335,346 O O +to 347,349 O O +model 350,355 O O +mixtures 356,364 O B-Material +of 365,367 O I-Material +H2O 368,371 O I-Material +with 372,376 O O +non 377,380 O B-Process +- 380,381 O I-Process +polar 381,386 O I-Process +compounds 387,396 O I-Process +. 396,397 O O + +Because 398,405 O O +of 406,408 O O +the 409,412 O O +large 413,418 O O +differences 419,430 O O +in 431,433 O O +the 434,437 O O +dielectric 438,448 O O +constant 449,457 O O +of 458,460 O O +the 461,464 O O +two 465,468 O O +phases 469,475 O O +as 476,478 O O +well 479,483 O O +as 484,486 O O +in 487,489 O O +the 490,493 O O +dipole 494,500 O O +moment 501,507 O O +of 508,510 O O +H2O 511,514 O B-Material +and 515,518 O O +the 519,522 O O +hydrophobic 523,534 O B-Material +molecules 535,544 O I-Material +, 544,545 O O +it 546,548 O O +especially 549,559 O O +difficult 560,569 O O +to 570,572 O O +obtain 573,579 O O +phase 580,585 O O +- 585,586 O O +independent 586,597 O O +unlike 598,604 O O +interaction 605,616 O O +parameters 617,627 O O +[ 628,629 O O +112 629,632 O O +] 632,633 O O +and 634,637 O O +thus 638,642 O O +to 643,645 O O +model 646,651 O O +simultaneously 652,666 O O +the 667,670 O O +equilibrium 671,682 O O +phases 683,689 O O +. 689,690 O O + +In 691,693 O O +previous 694,702 O O +work 703,707 O O +[ 708,709 O O +82 709,711 O O +] 711,712 O O +, 712,713 O O +emphasis 714,722 O O +was 723,726 O O +placed 727,733 O O +on 734,736 O O +obtaining 737,746 O O +an 747,749 O O +accurate 750,758 O O +description 759,770 O B-Task +of 771,773 O I-Task +the 774,777 O I-Task +alkane 778,784 O I-Task +- 784,785 O I-Task +rich 785,789 O I-Task +phases 790,796 O I-Task +( 797,798 O O +both 798,802 O O +liquid 803,809 O B-Material +and 810,813 O O +vapour 814,820 O B-Material +) 820,821 O O +, 821,822 O O +while 823,828 O O +small 829,834 O O +absolute 835,843 O O +( 844,845 O O +but 845,848 O O +not 849,852 O O +relative 853,861 O O +) 861,862 O O +deviations 863,873 O O +for 874,877 O O +the 878,881 O O +aqueous 882,889 O O +phase 890,895 O O +composition 896,907 O O +were 908,912 O O +achieved 913,921 O O +. 921,922 O O + +The 923,926 O O +systems 927,934 O O +of 935,937 O O +interest 938,946 O O +in 947,949 O O +our 950,953 O O +current 954,961 O O +work 962,966 O O +are 967,970 O O +typically 971,980 O O +aqueous 981,988 O B-Material +mixtures 989,997 O I-Material +containing 998,1008 O O +a 1009,1010 O O +high 1011,1015 O O +proportion 1016,1026 O O +of 1027,1029 O O +H2O 1030,1033 O B-Material +, 1033,1034 O O +alkylamine 1035,1045 O B-Material +, 1045,1046 O O +and 1047,1050 O O +CO2 1051,1054 O B-Material +. 1054,1055 O O + +Consequently 1056,1068 O O +, 1068,1069 O O +in 1070,1072 O O +order 1073,1078 O O +to 1079,1081 O O +provide 1082,1089 O O +an 1090,1092 O O +improved 1093,1101 O O +overall 1102,1109 O O +description 1110,1121 O O +of 1122,1124 O O +the 1125,1128 O O +fluid 1129,1134 O B-Process +- 1134,1135 O I-Process +phase 1135,1140 O I-Process +equilibria 1141,1151 O I-Process +at 1152,1154 O O +the 1155,1158 O O +conditions 1159,1169 O O +of 1170,1172 O O +interest 1173,1181 O O +, 1181,1182 O O +refinements 1183,1194 O O +have 1195,1199 O O +been 1200,1204 O O +made 1205,1209 O O +to 1210,1212 O O +the 1213,1216 O O +unlike 1217,1223 O O +parameters 1224,1234 O O +presented 1235,1244 O O +in 1245,1247 O O +the 1248,1251 O O +previous 1252,1260 O O +study 1261,1266 O O +[ 1267,1268 O O +129 1268,1271 O O +] 1271,1272 O O +relating 1273,1281 O O +to 1282,1284 O O +the 1285,1288 O O +interactions 1289,1301 O B-Process +between 1302,1309 O I-Process +H2O 1310,1313 O I-Process +and 1314,1317 O I-Process +the 1318,1321 O I-Process +alkyl 1322,1327 O I-Process +groups 1328,1334 O I-Process +, 1334,1335 O O +CH3 1336,1339 O B-Material +and 1340,1343 O I-Material +CH2 1344,1347 O I-Material +, 1347,1348 O O +namely 1349,1355 O O +ϵCH3,H2O 1356,1364 O B-Process +, 1364,1365 O I-Process +ϵCH2,H2O 1366,1374 O I-Process +and 1375,1378 O O +λCH3,H2O 1379,1387 O B-Process +, 1387,1388 O I-Process +λCH2,H2O. 1389,1398 O I-Process + + +-DOCSTART- (S0378381215301291) + +Recently 0,8 O O +, 8,9 O O +fundamental 10,21 O O +( 22,23 O O +thermophysical 23,37 O O +property 38,46 O O +) 46,47 O O +research 48,56 O O +on 57,59 O O +ionic 60,65 O B-Material +clathrate 66,75 O I-Material +hydrates 76,84 O I-Material +has 85,88 O O +experienced 89,100 O O +remarkable 101,111 O O +growth 112,118 O O +, 118,119 O O +particularly 120,132 O O +over 133,137 O O +the 138,141 O O +last 142,146 O O +ten 147,150 O O +years 151,156 O O +[ 157,158 O O +21–30 158,163 O O +] 163,164 O O +. 164,165 O O + +Previously 166,176 O O +, 176,177 O O +beginning 178,187 O O +with 188,192 O O +the 193,196 O O +first 197,202 O O +paper 203,208 O O +on 209,211 O O +unusual 212,219 O B-Material +hydrates 220,228 O I-Material +of 229,231 O I-Material +tetrabutylammonium 232,250 O I-Material +salts 251,256 O I-Material +in 257,259 O O +1940 260,264 O O +[ 265,266 O O +31 266,268 O O +] 268,269 O O +, 269,270 O O +a 271,272 O O +number 273,279 O O +of 280,282 O O +studies 283,290 O O +could 291,296 O O +be 297,299 O O +found 300,305 O O +on 306,308 O O +ionic 309,314 O B-Material +clathrate 315,324 O I-Material +hydrates 325,333 O I-Material +( 334,335 O O +hereafter 335,344 O O +, 344,345 O O +semiclathrate 346,359 O B-Material +hydrates 360,368 O I-Material +) 368,369 O O +[ 370,371 O O +32–35 371,376 O O +] 376,377 O O +before 378,384 O O +the 385,388 O O +unified 389,396 O O +terminology 397,408 O O +semiclathrate 409,422 O B-Material +hydrate 423,430 O I-Material +was 431,434 O O +generally 435,444 O O +accepted 445,453 O O +. 453,454 O O + +Semiclathrate 455,468 O B-Material +hydrates 469,477 O I-Material +have 478,482 O O +been 483,487 O O +attracting 488,498 O O +increased 499,508 O O +attention 509,518 O O +because 519,526 O O +of 527,529 O O +their 530,535 O O +promising 536,545 O O +applications 546,558 O O +as 559,561 O O +phase 562,567 O B-Process +change 568,574 O I-Process +materials 575,584 O I-Process +for 585,588 O I-Process +refrigeration 589,602 O I-Process +systems 603,610 O I-Process +and 611,614 O O +in 615,617 O O +gas 618,621 O B-Process +capture 622,629 O I-Process +and 630,633 O I-Process +storage 634,641 O I-Process +[ 642,643 O O +36–41 643,648 O O +] 648,649 O O +. 649,650 O O + +In 651,653 O O +addition 654,662 O O +, 662,663 O O +there 664,669 O O +is 670,672 O O +interesting 673,684 O O +speculation 685,696 O O +that 697,701 O O +semiclathrate 702,715 O B-Material +hydrate 716,723 O I-Material +may 724,727 O O +be 728,730 O O +regarded 731,739 O O +as 740,742 O O +a 743,744 O O +representative 745,759 O O +substance 760,769 O O +for 770,773 O O +the 774,777 O O +study 778,783 O B-Task +of 784,786 O I-Task +thermal 787,794 O I-Task +conductivity 795,807 O I-Task +in 808,810 O O +clathrate 811,820 O O +hydrate 821,828 O O +in 829,831 O O +general 832,839 O O +. 839,840 O O + +This 841,845 O O +is 846,848 O O +because 849,856 O O +: 856,857 O O +( 858,859 O O +1 859,860 O O +) 860,861 O O +it 862,864 O O +can 865,868 O O +reduce 869,875 O O +characterization 876,892 O O +problems 893,901 O O +as 902,904 O O +a 905,906 O O +solid 907,912 O O +sample 913,919 O O +, 919,920 O O +since 921,926 O O +semiclathrate 927,940 O B-Material +hydrate 941,948 O I-Material +is 949,951 O O +formed 952,958 O O +around 959,965 O O +ambient 966,973 O O +temperature 974,985 O O +under 986,991 O O +atmospheric 992,1003 O O +pressure 1004,1012 O O +and 1013,1016 O O +is 1017,1019 O O +easy 1020,1024 O O +to 1025,1027 O O +handle 1028,1034 O O +; 1034,1035 O O +( 1036,1037 O O +2 1037,1038 O O +) 1038,1039 O O +accurately 1040,1050 O O +measuring 1051,1060 O B-Task +the 1061,1064 O I-Task +thermal 1065,1072 O I-Task +conductivity 1073,1085 O I-Task +of 1086,1088 O O +semiclathrate 1089,1102 O B-Material +hydrates 1103,1111 O I-Material +, 1111,1112 O O +which 1113,1118 O O +have 1119,1123 O O +many 1124,1128 O O +similarities 1129,1141 O O +to 1142,1144 O O +clathrate 1145,1154 O B-Material +hydrates 1155,1163 O I-Material +, 1163,1164 O O +may 1165,1168 O O +make 1169,1173 O O +possible 1174,1182 O O +a 1183,1184 O O +deeper 1185,1191 O O +understanding 1192,1205 O O +of 1206,1208 O O +the 1209,1212 O O +unique 1213,1219 O O +( 1220,1221 O O +anomalous 1221,1230 O O +) 1230,1231 O O +behavior 1232,1240 O O +of 1241,1243 O O +the 1244,1247 O O +thermal 1248,1255 O B-Process +conductivity 1256,1268 O I-Process +of 1269,1271 O O +clathrate 1272,1281 O B-Material +hydrates 1282,1290 O I-Material +; 1290,1291 O O +and 1292,1295 O O +( 1296,1297 O O +3 1297,1298 O O +) 1298,1299 O O +currently 1300,1309 O O +, 1309,1310 O O +there 1311,1316 O O +are 1317,1320 O O +no 1321,1323 O O +experimental 1324,1336 O O +studies 1337,1344 O O +on 1345,1347 O O +the 1348,1351 O O +thermal 1352,1359 O O +conductivity 1360,1372 O O +of 1373,1375 O O +semiclathrate 1376,1389 O B-Material +hydrates 1390,1398 O I-Material +. 1398,1399 O O + + +-DOCSTART- (S0379711213001653) + +With 0,4 O O +development 5,16 O O +of 17,19 O O +performance 20,31 O B-Task +- 31,32 O I-Task +based 32,37 O I-Task +design 38,44 O I-Task +, 44,45 O O +some 46,50 O O +studies 51,58 O O +have 59,63 O O +been 64,68 O O +conducted 69,78 O O +on 79,81 O O +fire 82,86 O O +risk 87,91 O O +analysis 92,100 O O +in 101,103 O O +buildings 104,113 O O +from 114,118 O O +different 119,128 O O +perspectives 129,141 O O +and 142,145 O O +levels 146,152 O O +. 152,153 O O + +Models 154,160 O B-Process +such 161,165 O O +as 166,168 O O +FiRECAM 169,176 O B-Process + +[ 177,178 O O +11,12 178,183 O O +] 183,184 O O +and 185,188 O O +FiERAsystem 189,200 O B-Process +[ 201,202 O O +13 202,204 O O +] 204,205 O O +were 206,210 O O +used 211,215 O O +to 216,218 O O +calculate 219,228 O O +the 229,232 O O +expected 233,241 O O +life 242,246 O O +risk 247,251 O O +. 251,252 O O + +In 253,255 O O +other 256,261 O O +studies 262,269 O O +probabilistic 270,283 O B-Process +methods 284,291 O I-Process +have 292,296 O O +been 297,301 O O +used 302,306 O O +to 307,309 O O +assess 310,316 O O +levels 317,323 O O +of 324,326 O O +people 327,333 O O +safety 334,340 O O +in 341,343 O O +buildings 344,353 O O +[ 354,355 O O +14 355,357 O O +] 357,358 O O +. 358,359 O O + +Quantitative 360,372 O B-Process +risk 373,377 O I-Process +analysis 378,386 O I-Process +approaches 387,397 O I-Process +have 398,402 O O +also 403,407 O O +been 408,412 O O +used 413,417 O O +to 418,420 O O +quantify 421,429 O O +the 430,433 O O +risk 434,438 O O +to 439,441 O O +occupants 442,451 O O +using 452,457 O O +stochastic 458,468 O B-Process +factors 469,476 O I-Process +[ 477,478 O O +15 478,480 O O +] 480,481 O O +. 481,482 O O + +However 483,490 O O +, 490,491 O O +studies 492,499 O O +to 500,502 O O +date 503,507 O O +have 508,512 O O +largely 513,520 O O +been 521,525 O O +concerned 526,535 O O +with 536,540 O O +various 541,548 O O +aspects 549,556 O B-Material +of 557,559 O I-Material +fire 560,564 O I-Material +risk 565,569 O I-Material +analysis 570,578 O I-Material +and 579,582 O O +there 583,588 O O +has 589,592 O O +been 593,597 O O +little 598,604 O O +in 605,607 O O +the 608,611 O O +way 612,615 O O +of 616,618 O O +development 619,630 O O +of 631,633 O O +systematic 634,644 O B-Process +theoretical 645,656 O I-Process +methods 657,664 O I-Process +for 665,668 O O +analyzing 669,678 O O +fire 679,683 O O +risk 684,688 O O +in 689,691 O O +buildings 692,701 O O +in 702,704 O O +terms 705,710 O O +of 711,713 O O +fire 714,718 O O +risk 719,723 O O +management 724,734 O O +. 734,735 O O + +Existing 736,744 O O +fire 745,749 O O +risk 750,754 O O +management 755,765 O O +involves 766,774 O O +the 775,778 O O +identification 779,793 O B-Process +of 794,796 O I-Process +alternative 797,808 O I-Process +fire 809,813 O I-Process +safety 814,820 O I-Process +design 821,827 O I-Process +options 828,835 O I-Process +[ 836,837 O O +16,17 837,842 O O +] 842,843 O O +, 843,844 O O +the 845,848 O O +ongoing 849,856 O B-Process +inspection 857,867 O I-Process +, 867,868 O O +maintenance 869,880 O B-Process +of 881,883 O I-Process +fire 884,888 O I-Process +protection 889,899 O I-Process +systems 900,907 O I-Process +[ 908,909 O O +18 909,911 O O +] 911,912 O O +and 913,916 O O +evacuation 917,927 O B-Process +training 928,936 O I-Process +and 937,940 O I-Process +drills 941,947 O I-Process +[ 948,949 O O +19 949,951 O O +] 951,952 O O +. 952,953 O O + +In 954,956 O O +this 957,961 O O +study 962,967 O O +, 967,968 O O +basic 969,974 O B-Material +process 975,982 O I-Material +of 983,985 O I-Material +fire 986,990 O I-Material +risk 991,995 O I-Material +analysis 996,1004 O I-Material +in 1005,1007 O O +building 1008,1016 O O +is 1017,1019 O O +described 1020,1029 O O +, 1029,1030 O O +and 1031,1034 O O +a 1035,1036 O O +fire 1037,1041 O O +risk 1042,1046 O O +analysis 1047,1055 O O +model 1056,1061 O O +based 1062,1067 O O +on 1068,1070 O O +scenario 1071,1079 O O +clusters 1080,1088 O O +is 1089,1091 O O +established 1092,1103 O O +with 1104,1108 O O +consideration 1109,1122 O O +of 1123,1125 O O +the 1126,1129 O O +characteristics 1130,1145 O O +of 1146,1148 O O +fire 1149,1153 O O +dynamics 1154,1162 O O +and 1163,1166 O O +occupants 1167,1176 O O +' 1176,1177 O O +behavior 1178,1186 O O +. 1186,1187 O O + +The 1188,1191 O O +number 1192,1198 O B-Material +of 1199,1201 O I-Material +deaths 1202,1208 O I-Material +and 1209,1212 O I-Material +directive 1213,1222 O I-Material +property 1223,1231 O I-Material +loss 1232,1236 O I-Material +are 1237,1240 O O +selected 1241,1249 O O +as 1250,1252 O O +fire 1253,1257 O O +risk 1258,1262 O O +indices 1263,1270 O O +and 1271,1274 O O +the 1275,1278 O O +average 1279,1286 O B-Material +fire 1287,1291 O I-Material +risk 1292,1296 O I-Material +of 1297,1299 O O +residential 1300,1311 O O +buildings 1312,1321 O O +is 1322,1324 O O +quantitatively 1325,1339 O O +analyzed 1340,1348 O O +, 1348,1349 O O +so 1350,1352 O O +that 1353,1357 O O +appropriate 1358,1369 O O +fire 1370,1374 O O +risk 1375,1379 O O +management 1380,1390 O O +measures 1391,1399 O O +can 1400,1403 O O +be 1404,1406 O O +adopted 1407,1414 O O +. 1414,1415 O O + + +-DOCSTART- (S0379711215000223) + +The 0,3 O O +mentioned 4,13 O O +difficulties 14,26 O O +associated 27,37 O O +with 38,42 O O +the 43,46 O O +calibration 47,58 O B-Process +process 59,66 O I-Process +inspired 67,75 O O +the 76,79 O O +concept 80,87 O O +of 88,90 O O +inverse 91,98 O B-Task +modelling 99,108 O I-Task +. 108,109 O O + +In 110,112 O O +this 113,117 O O +case 118,122 O O +, 122,123 O O +the 124,127 O O +experimental 128,140 O B-Material +data 141,145 O I-Material +become 146,152 O O +entirely 153,161 O O +integrated 162,172 O O +in 173,175 O O +the 176,179 O O +calibration 180,191 O B-Process +process 192,199 O I-Process +and 200,203 O O +an 204,206 O O +optimization 207,219 O B-Process +routine 220,227 O I-Process +is 228,230 O O +used 231,235 O O +to 236,238 O O +quantify 239,247 O B-Task +the 248,251 O I-Task +best 252,256 O I-Task +set 257,260 O I-Task +of 261,263 O I-Task +parameters 264,274 O I-Task +which 275,280 O O +explain 281,288 O O +the 289,292 O O +observed 293,301 O O +pyrolysis 302,311 O B-Task +behaviour 312,321 O I-Task +( 322,323 O O +i.e. 323,327 O O +multivariable 328,341 O B-Task +curve 342,347 O I-Task +fitting 348,355 O I-Task +) 355,356 O O +. 356,357 O O + +The 358,361 O O +most 362,366 O O +used 367,371 O O +experimental 372,384 O B-Material +data 385,389 O I-Material +for 390,393 O O +model 394,399 O B-Process +calibration 400,411 O I-Process +have 412,416 O O +been 417,421 O O +the 422,425 O O +mass 426,430 O B-Process +loss 431,435 O I-Process +rate 436,440 O I-Process +and 441,444 O O +the 445,448 O O +surface 449,456 O B-Process +temperature 457,468 O I-Process +[ 469,470 O I-Process +10–12 470,475 O O +] 475,476 O O +. 476,477 O O + +The 478,481 O O +optimization 482,494 O B-Process +technique 495,504 O I-Process +used 505,509 O O +is 510,512 O O +function 513,521 O O +of 522,524 O O +the 525,528 O O +number 529,535 O O +of 536,538 O O +variables 539,548 O O +and 549,552 O O +their 553,558 O O +interactions 559,571 O O +. 571,572 O O + +In 573,575 O O +the 576,579 O O +past 580,584 O O +, 584,585 O O +only 586,590 O O +the 591,594 O O +few 595,598 O O +most 599,603 O O +uncertain 604,613 O O +parameters 614,624 O B-Process +( 625,626 O O +i.e. 626,630 O O +the 631,634 O O +kinetics 635,643 O B-Process +parameters 644,654 O I-Process +) 654,655 O O +were 656,660 O O +generally 661,670 O O +used 671,675 O O +as 676,678 O O +potentiometers 679,693 O B-Process +[ 694,695 O O +13 695,697 O O +] 697,698 O O +. 698,699 O O + +However 700,707 O O +, 707,708 O O +sophisticated 709,722 O O +mathematical 723,735 O B-Process +procedures 736,746 O I-Process +have 747,751 O O +been 752,756 O O +developed 757,766 O O +to 767,769 O O +increase 770,778 O O +the 779,782 O O +number 783,789 O O +of 790,792 O O +parameters 793,803 O B-Process +optimized 804,813 O O +simultaneously 814,828 O O +( 829,830 O O +e.g. 830,834 O O +Genetic 835,842 O B-Process +Algorithm 843,852 O I-Process +( 853,854 O O +GA 854,856 O B-Process +) 856,857 O O + +[ 858,859 O O +10,14 859,864 O O +] 864,865 O O +or 866,868 O O +Shuffled 869,877 O B-Process +Complex 878,885 O I-Process +Evolution 886,895 O I-Process +( 896,897 O O +SCE 897,900 O B-Process +) 900,901 O O +[ 902,903 O O +11 903,905 O O +] 905,906 O O +) 906,907 O O +. 907,908 O O + +Lautenberger 909,921 O O +and 922,925 O O +Fernandez 926,935 O O +- 935,936 O O +Pello 936,941 O O +[ 942,943 O O +12 943,945 O O +] 945,946 O O +have 947,951 O O +recently 952,960 O O +investigated 961,973 O O +the 974,977 O O +influence 978,987 O O +that 988,992 O O +the 993,996 O O +choice 997,1003 O B-Process +of 1004,1006 O I-Process +algorithm 1007,1016 O I-Process +can 1017,1020 O O +have 1021,1025 O O +on 1026,1028 O O +the 1029,1032 O O +optimized 1033,1042 O O +parameters 1043,1053 O O +. 1053,1054 O O + +They 1055,1059 O O +generated 1060,1069 O O +using 1070,1075 O O +their 1076,1081 O O +code 1082,1086 O O +GPYRO 1087,1092 O B-Material +a 1093,1094 O O +set 1095,1098 O O +of 1099,1101 O O +synthetic 1102,1111 O B-Material +data 1112,1116 O I-Material +( 1117,1118 O O +mass 1118,1122 O O +loss 1123,1127 O O +rate 1128,1132 O O +and 1133,1136 O O +surfaces 1137,1145 O O +temperature 1146,1157 O O +) 1157,1158 O O +and 1159,1162 O O +tried 1163,1168 O O +with 1169,1173 O O +different 1174,1183 O O +algorithms 1184,1194 O B-Process +to 1195,1197 O O +find 1198,1202 O O +back 1203,1207 O O +the 1208,1211 O O +set 1212,1215 O O +of 1216,1218 O O +input 1219,1224 O O +parameters 1225,1235 O O +. 1235,1236 O O + +The 1237,1240 O O +four 1241,1245 O O +optimization 1246,1258 O B-Process +algorithms 1259,1269 O I-Process +provided 1270,1278 O O +results 1279,1286 O O +with 1287,1291 O O +an 1292,1294 O O +absolute 1295,1303 O O +average 1304,1311 O O +error 1312,1317 O O +between 1318,1325 O O +1 1326,1327 O O +% 1327,1328 O O +and 1329,1332 O O +25 1333,1335 O O +% 1335,1336 O O +. 1336,1337 O O + +SCE 1338,1341 O B-Process +was 1342,1345 O O +the 1346,1349 O O +most 1350,1354 O O +suitable 1355,1363 O O +algorithm 1364,1373 O B-Process +. 1373,1374 O O + +The 1375,1378 O O +use 1379,1382 O O +of 1383,1385 O O +synthetic 1386,1395 O B-Material +data 1396,1400 O I-Material +conveniently 1401,1413 O O +avoids 1414,1420 O O +the 1421,1424 O O +problem 1425,1432 O O +of 1433,1435 O O +agreement 1436,1445 O O +between 1446,1453 O O +the 1454,1457 O O +actual 1458,1464 O O +physical 1465,1473 O O +phenomena 1474,1483 O O +and 1484,1487 O O +any 1488,1491 O O +modelling 1492,1501 O O +assumption 1502,1512 O O +. 1512,1513 O O + + +-DOCSTART- (S0393044012000198) + +RemarkThe 0,9 O O +purely 10,16 O O +radiative 17,26 O B-Task +spacetimes 27,37 O I-Task +used 38,42 O O +as 43,45 O O +reference 46,55 O B-Material +solutions 56,65 O I-Material +in 66,68 O O +our 69,72 O O +analysis 73,81 O O +are 82,85 O O +not 86,89 O O +perturbations 90,103 O O +of 104,106 O O +the 107,110 O O +Minkowski 111,120 O B-Task +spacetime 121,130 O I-Task +. 130,131 O O + +A 132,133 O O +way 134,137 O O +of 138,140 O O +seeing 141,147 O O +this 148,152 O O +is 153,155 O O +to 156,158 O O +consider 159,167 O O +the 168,171 O O +Newman 172,178 O B-Material +– 178,179 O I-Material +Penrose 179,186 O I-Material +constants 187,196 O I-Material +of 197,199 O O +the 200,203 O O +spacetime 204,213 O O +. 213,214 O O + +The 215,218 O O +Newman 219,225 O O +– 225,226 O O + +Penrose 226,233 O O +constants 234,243 O O +are 244,247 O O +a 248,249 O O +set 250,253 O O +of 254,256 O O +absolutely 257,267 O O +conserved 268,277 O O +quantities 278,288 O O +defined 289,296 O O +as 297,299 O O +integrals 300,309 O O +of 310,312 O O +certain 313,320 O O +components 321,331 O O +of 332,334 O O +the 335,338 O O +Weyl 339,343 O B-Material +tensor 344,350 O I-Material +and 351,354 O O +the 355,358 O O +Maxwell 359,366 O B-Material +fields 367,373 O I-Material +over 374,378 O O +cuts 379,383 O O +of 384,386 O O +null 387,391 O O +infinity 392,400 O O +— 400,401 O O +see 401,404 O O +[ 405,406 O O +19–21 406,411 O O +] 411,412 O O +for 413,416 O O +the 417,420 O O +Einstein 421,429 O O +– 429,430 O O +Maxwell 430,437 O O +case 438,442 O O +. 442,443 O O + +In 444,446 O O +[ 447,448 O O +22 448,450 O O +] 450,451 O O +it 452,454 O O +has 455,458 O O +been 459,463 O O +shown 464,469 O O +that 470,474 O O +the 475,478 O O +value 479,484 O O +of 485,487 O O +the 488,491 O O +Newman 492,498 O B-Material +– 498,499 O I-Material +Penrose 499,506 O I-Material +constants 507,516 O I-Material +for 517,520 O O +a 521,522 O O +vacuum 523,529 O B-Material +radiative 530,539 O I-Material +spacetime 540,549 O I-Material +coincides 550,559 O O +with 560,564 O O +the 565,568 O O +value 569,574 O O +of 575,577 O O +the 578,581 O O +rescaled 582,590 O O +Weyl 591,595 O O +spinor 596,602 O O +at 603,605 O O +i+—this 606,613 O O +result 614,620 O O +can 621,624 O O +be 625,627 O O +extended 628,636 O O +to 637,639 O O +the 640,643 O O +electrovacuum 644,657 O O +case 658,662 O O +using 663,668 O O +the 669,672 O O +methods 673,680 O O +of 681,683 O O +this 684,688 O O +article 689,696 O O +. 696,697 O O + +For 698,701 O O +the 702,705 O O +radiative 706,715 O B-Task +spacetimes 716,726 O I-Task +arising 727,734 O O +from 735,739 O O +the 740,743 O O +construction 744,756 O O +of 757,759 O O +[ 760,761 O O +17 761,763 O O +] 763,764 O O +it 765,767 O O +can 768,771 O O +be 772,774 O O +seen 775,779 O O +that 780,784 O O +the 785,788 O O +value 789,794 O O +of 795,797 O O +the 798,801 O O +Weyl 802,806 O O +spinor 807,813 O O +at 814,816 O O +i+ 817,819 O O +is 820,822 O O +essentially 823,834 O O +the 835,838 O O +mass 839,843 O O +quadrupole 844,854 O O +of 855,857 O O +the 858,861 O O +seed 862,866 O O +static 867,873 O O +spacetime 874,883 O O +. 883,884 O O + +It 885,887 O O +follows 888,895 O O +, 895,896 O O +that 897,901 O O +the 902,905 O O +Newman 906,912 O B-Material +– 912,913 O I-Material +Penrose 913,920 O I-Material +constants 921,930 O I-Material +of 931,933 O O +the 934,937 O O +radiative 938,947 O B-Material +spacetime 948,957 O I-Material +can 958,961 O O +take 962,966 O O +arbitrary 967,976 O O +values 977,983 O O +. 983,984 O O + +On 985,987 O O +the 988,991 O O +other 992,997 O O +hand 998,1002 O O +, 1002,1003 O O +for 1004,1007 O O +the 1008,1011 O O +Minkowski 1012,1021 O B-Task +spacetime 1022,1031 O I-Task +, 1031,1032 O O +the 1033,1036 O O +Newman 1037,1043 O O +– 1043,1044 O O + +Penrose 1044,1051 O O +constants 1052,1061 O O +are 1062,1065 O O +exactly 1066,1073 O O +zero 1074,1078 O O +, 1078,1079 O O +and 1080,1083 O O +those 1084,1089 O O +of 1090,1092 O O +perturbations 1093,1106 O O +thereof 1107,1114 O O +will 1115,1119 O O +be 1120,1122 O O +small 1123,1128 O O +. 1128,1129 O O + +Thus 1130,1134 O O +, 1134,1135 O O +in 1136,1138 O O +this 1139,1143 O O +precise 1144,1151 O O +sense 1152,1157 O O +, 1157,1158 O O +our 1159,1162 O O +radiative 1163,1172 O B-Task +spacetimes 1173,1183 O I-Task +are 1184,1187 O O +, 1187,1188 O O +generically 1189,1200 O O +, 1200,1201 O O +not 1202,1205 O O +perturbations 1206,1219 O O +of 1220,1222 O O +the 1223,1226 O O +Minkowski 1227,1236 O B-Task +spacetime 1237,1246 O I-Task +, 1246,1247 O O +unless 1248,1254 O O +all 1255,1258 O O +the 1259,1262 O O +Newman 1263,1269 O B-Material +– 1269,1270 O I-Material +Penrose 1270,1277 O I-Material +constants 1278,1287 O I-Material +vanish 1288,1294 O O +. 1294,1295 O O + + +-DOCSTART- (S0736585316300661) + +To 0,2 O O +calculate 3,12 O B-Task +hedonic 13,20 O I-Task +price 21,26 O I-Task +indices 27,34 O I-Task +in 35,37 O O +the 38,41 O O +linear 42,48 O B-Process +model 49,54 O I-Process +, 54,55 O O +the 56,59 O O +initial 60,67 O O +or 68,70 O O +reference 71,80 O O +price 81,86 O O +has 87,90 O O +to 91,93 O O +be 94,96 O O +calculated 97,107 O O +( 108,109 O O +Triplett 109,117 O O +, 117,118 O O +2006 119,123 O O +) 123,124 O O +. 124,125 O O + +The 126,129 O O +present 130,137 O O +study 138,143 O O +adopts 144,150 O O +the 151,154 O O +approach 155,163 O O +of 164,166 O O +de 167,169 O O +Haan 170,174 O O +and 175,178 O O +Diewert 179,186 O O +( 187,188 O O +2013 188,192 O O +) 192,193 O O +: 193,194 O O +a 195,196 O O +price 197,202 O O +index 203,208 O O +is 209,211 O O +constructed 212,223 O O +using 224,229 O O +the 230,233 O O +price 234,239 O O +generated 240,249 O O +by 250,252 O O +the 253,256 O O +estimated 257,266 O O +coefficients 267,279 O O +of 280,282 O O +a 283,284 O O +base 285,289 O B-Process +period 290,296 O I-Process +regression 297,307 O I-Process +model 308,313 O I-Process +, 313,314 O O +and 315,318 O O +it 319,321 O O +is 322,324 O O +calculated 325,335 O O +based 336,341 O O +on 342,344 O O +the 345,348 O O +based 349,354 O O +period 355,361 O O +average 362,369 O O +values 370,376 O O +of 377,379 O O +a 380,381 O O +given 382,387 O O +cell 388,392 O O +phone 393,398 O O +plan 399,403 O O +characteristic 404,418 O O +z¯ 419,421 O O +for 422,425 O O +each 426,430 O O +operator 431,439 O O +( 440,441 O O +Supplementary 441,454 O O +Table 455,460 O O +S5 461,463 O O +) 463,464 O O +. 464,465 O O + +For 466,469 O O +continuous 470,480 O O +characteristics 481,496 O O +, 496,497 O O +direct 498,504 O O +averages 505,513 O O +are 514,517 O O +used 518,522 O O +; 522,523 O O +for 524,527 O O +binary 528,534 O O +characteristics 535,550 O O +, 550,551 O O +the 552,555 O O +proportions 556,567 O O +of 568,570 O O +cell 571,575 O O +phone 576,581 O O +plans 582,587 O O +containing 588,598 O O +the 599,602 O O +feature 603,610 O O +are 611,614 O O +used 615,619 O O +. 619,620 O O + +The 621,624 O O +resulting 625,634 O O +prices 635,641 O O +for 642,645 O O +this 646,650 O O +average 651,658 O O +cell 659,663 O O +phone 664,669 O O +plan 670,674 O O +are 675,678 O O +converted 679,688 O O +to 689,691 O O +an 692,694 O O +index 695,700 O O +by 701,703 O O +applying 704,712 O B-Process +previously 713,723 O I-Process +calculated 724,734 O I-Process +pure 735,739 O I-Process +price 740,745 O I-Process +changes 746,753 O I-Process +( 754,755 O O +δs 755,757 O O +) 757,758 O O +. 758,759 O O + +Finally 760,767 O O +, 767,768 O O +the 769,772 O O +overall 773,780 O O +hedonic 781,788 O O +price 789,794 O O +index 795,800 O O +is 801,803 O O +calculated 804,814 O O +as 815,817 O O +the 818,821 O O +weighted 822,830 O O +average 831,838 O O +of 839,841 O O +firm 842,846 O O +- 846,847 O O +level 847,852 O O +indices 853,860 O O +. 860,861 O O + +Weights 862,869 O O +correspond 870,880 O O +to 881,883 O O +the 884,887 O O +relative 888,896 O O +proportion 897,907 O O +of 908,910 O O +cell 911,915 O O +phone 916,921 O O +plans 922,927 O O +by 928,930 O O +operator 931,939 O O +in 940,942 O O +the 943,946 O O +sample 947,953 O O +( 954,955 O O +0.3534 955,961 O O +for 962,965 O O +HT 966,968 O O +, 968,969 O O +0.3212 970,976 O O +for 977,980 O O +Vip 981,984 O O +, 984,985 O O +and 986,989 O O +0.3254 990,996 O O +for 997,1000 O O +Tele2 1001,1006 O O +) 1006,1007 O O +. 1007,1008 O O + + +-DOCSTART- (S074756321630348X) + +Social 0,6 O B-Process +network 7,14 O I-Process +gaming 15,21 O I-Process +, 21,22 O O +which 23,28 O O +refers 29,35 O O +to 36,38 O O +playing 39,46 O O +games 47,52 O O +that 53,57 O O +are 58,61 O O +connected 62,71 O O +to 72,74 O O +social 75,81 O B-Material +networking 82,92 O I-Material +services 93,101 O I-Material +( 102,103 O O +SNS 103,106 O B-Material +) 106,107 O O +directly 108,116 O O +, 116,117 O O +or 118,120 O O +through 121,128 O O +mobile 129,135 O B-Material +applications 136,148 O I-Material +( 149,150 O O +apps 150,154 O B-Material +) 154,155 O O +, 155,156 O O +is 157,159 O O +a 160,161 O O +popular 162,169 O O +online 170,176 O O +activity 177,185 O O +. 185,186 O O + +Social 187,193 O B-Process +network 194,201 O I-Process +games 202,207 O I-Process +( 208,209 O O +SNG 209,212 O B-Process +) 212,213 O O +are 214,217 O O +generally 218,227 O O +free 228,232 O O +- 232,233 O O +to 233,235 O O +- 235,236 O O +play 236,240 O O +and 241,244 O O +do 245,247 O O +not 248,251 O O +award 252,257 O O +monetary 258,266 O O +prizes 267,273 O O +, 273,274 O O +but 275,278 O O +users 279,284 O O +can 285,288 O O +make 289,293 O O +in 294,296 O O +- 296,297 O O +game 297,301 O O +purchases 302,311 O O +to 312,314 O O +advance 315,322 O O +within 323,329 O O +the 330,333 O O +game 334,338 O O +, 338,339 O O +customise 340,349 O O +the 350,353 O O +game 354,358 O O +, 358,359 O O +give 360,364 O O +gifts 365,370 O O +to 371,373 O O +friends 374,381 O O +, 381,382 O O +and 383,386 O O +access 387,393 O O +other 394,399 O O +exclusive 400,409 O O +benefits 410,418 O O +and 419,422 O O +features 423,431 O O +, 431,432 O O +leading 433,440 O O +to 441,443 O O +these 444,449 O O +games 450,455 O O +being 456,461 O O +referred 462,470 O O +to 471,473 O O +as 474,476 O O +‘ 477,478 O O +freemium’ 478,487 O O +. 487,488 O O + +Although 489,497 O O +SNG 498,501 O B-Material +are 502,505 O O +connected 506,515 O O +to 516,518 O O +a 519,520 O O +SNS 521,524 O B-Process +and 525,528 O O +encourage 529,538 O O +users 539,544 O O +to 545,547 O O +interact 548,556 O O +with 557,561 O O +their 562,567 O O +connections 568,579 O O +, 579,580 O O +most 581,585 O O +SNG 586,589 O B-Material +can 590,593 O O +be 594,596 O O +played 597,603 O O +without 604,611 O O +any 612,615 O O +social 616,622 O O +interaction 623,634 O O +. 634,635 O O + +SNG 636,639 O B-Material +have 640,644 O O +grown 645,650 O O +rapidly 651,658 O O +in 659,661 O O +popularity 662,672 O O +and 673,676 O O +the 677,680 O O +global 681,687 O O +SNG 688,691 O B-Material +market 692,698 O I-Material +is 699,701 O O +predicted 702,711 O O +to 712,714 O O +grow 715,719 O O +annually 720,728 O O +at 729,731 O O +16 732,734 O O +% 734,735 O O +from 736,740 O O +2013 741,745 O O +to 746,748 O O +2019 749,753 O O +to 754,756 O O +reach 757,762 O O +a 763,764 O O +total 765,770 O O +market 771,777 O O +value 778,783 O O +of 784,786 O O +US$ 787,790 O O +17.4 790,794 O O +billion 795,802 O O +( 803,804 O O +Transparency 804,816 O O +Market 817,823 O O +Research 824,832 O O +, 832,833 O O +2015 834,838 O O +) 838,839 O O +. 839,840 O O + +A 841,842 O O +survey 843,849 O B-Process +of 850,852 O O +Facebook 853,861 O O +users 862,867 O O +in 868,870 O O +Australia 871,880 O O +in 881,883 O O +November 884,892 O O +2012 893,897 O O +reported 898,906 O O +that 907,911 O O +there 912,917 O O +are 918,921 O O +over 922,926 O O +3.5 927,930 O O +million 931,938 O O +social 939,945 O O +gamers 946,952 O O +across 953,959 O O +Australia 960,969 O O +and 970,973 O O +almost 974,980 O O +70 981,983 O O +% 983,984 O O +play 985,989 O O +SNG 990,993 O B-Material +daily 994,999 O O + +( 1000,1001 O O +Spiral 1001,1007 O O +Media 1008,1013 O O +, 1013,1014 O O +2013 1015,1019 O O +) 1019,1020 O O +, 1020,1021 O O +and 1022,1025 O O +it 1026,1028 O O +is 1029,1031 O O +highly 1032,1038 O O +likely 1039,1045 O O +that 1046,1050 O O +the 1051,1054 O O +use 1055,1058 O O +of 1059,1061 O O +SNG 1062,1065 O B-Material +has 1066,1069 O O +increased 1070,1079 O O +since 1080,1085 O O +this 1086,1090 O O +time 1091,1095 O O +. 1095,1096 O O + + +-DOCSTART- (S0749603615302184) + +However 0,7 O O +, 7,8 O O +the 9,12 O O +measured 13,21 O O +reflectivity 22,34 O O +is 35,37 O O +less 38,42 O O +than 43,47 O O +the 48,51 O O +predicted 52,61 O O +value 62,67 O O +( 68,69 O O +∼96 69,72 O O +% 72,73 O O +) 73,74 O O +, 74,75 O O +which 76,81 O O +is 82,84 O O +likely 85,91 O O +to 92,94 O O +relate 95,101 O O +to 102,104 O O +, 104,105 O O +amongst 106,113 O O +other 114,119 O O +factors 120,127 O O +, 127,128 O O +the 129,132 O O +roughness 133,142 O O +of 143,145 O O +the 146,149 O O +GaN 150,153 O B-Material +/ 153,154 O I-Material +AlN 154,157 O I-Material +interfaces 158,168 O I-Material +particularly 169,181 O O +for 182,185 O O +the 186,189 O O +first 190,195 O O +layer 196,201 O O +in 202,204 O O +the 205,208 O O +DBR 209,212 O B-Material +stack 213,218 O I-Material +and 219,222 O O +the 223,226 O O +non 227,230 O O +- 230,231 O O +uniformity 231,241 O O +of 242,244 O O +the 245,248 O O +DBR 249,252 O B-Material +layer 253,258 O I-Material +thicknesses 259,270 O O +. 270,271 O O + +Using 272,277 O O +STEM 278,282 O B-Process +measurements 283,295 O I-Process +of 296,298 O O +the 299,302 O O +thickness 303,312 O O +of 313,315 O O +each 316,320 O O +layer 321,326 O O +( 327,328 O O +on 328,330 O O +the 331,334 O O +a 335,336 O O +- 336,337 O O +plane 337,342 O O +) 342,343 O O +through 344,351 O O +the 352,355 O O +thickness 356,365 O O +of 366,368 O O +the 369,372 O O +stack 373,378 O O +, 378,379 O O +we 380,382 O O +calculate 383,392 O B-Process +a 393,394 O I-Process +new 395,398 O I-Process +model 399,404 O I-Process +( 405,406 O O +green 406,411 O O +curve 412,417 O O +) 417,418 O O +in 419,421 O O +which 422,427 O O +the 428,431 O O +overall 432,439 O O +reflectivity 440,452 O O +is 453,455 O O +reduced 456,463 O O +to 464,466 O O +85 467,469 O O +% 469,470 O O +. 470,471 O O + +This 472,476 O O +implies 477,484 O O +that 485,489 O O +variations 490,500 O O +in 501,503 O O +layer 504,509 O O +thickness 510,519 O O +through 520,527 O O +the 528,531 O O +stack 532,537 O O +are 538,541 O O +the 542,545 O O +main 546,550 O O +source 551,557 O O +of 558,560 O O +the 561,564 O O +reduced 565,572 O O +reflectivity 573,585 O O +in 586,588 O O +comparison 589,599 O O +to 600,602 O O +the 603,606 O O +model 607,612 O O +. 612,613 O O + +In 614,616 O O +fact 617,621 O O +, 621,622 O O +a 623,624 O O +closer 625,631 O O +look 632,636 O O +at 637,639 O O +the 640,643 O O +cross 644,649 O B-Material +- 649,650 O I-Material +sectional 650,659 O I-Material +STEM 660,664 O I-Material +data 665,669 O I-Material +and 670,673 O O +a 674,675 O O +careful 676,683 O O +extraction 684,694 O B-Process +of 695,697 O I-Process +layer 698,703 O I-Process +thickness 704,713 O I-Process +have 714,718 O O +revealed 719,727 O O +that 728,732 O O +whilst 733,739 O O +the 740,743 O O +layer 744,749 O O +thicknesses 750,761 O O +are 762,765 O O +fairly 766,772 O O +consistent 773,783 O O +through 784,791 O O +the 792,795 O O +DBR 796,799 O B-Material +stack 800,805 O I-Material +in 806,808 O I-Material +the 809,812 O I-Material +wing 813,817 O I-Material +regions 818,825 O I-Material +, 825,826 O O +there 827,832 O O +is 833,835 O O +a 836,837 O O +monotonic 838,847 O O +variation 848,857 O O +in 858,860 O O +the 861,864 O O +measured 865,873 O O +layer 874,879 O O +thicknesses 880,891 O O +in 892,894 O O +the 895,898 O B-Material +window 899,905 O I-Material +regions 906,913 O I-Material +. 913,914 O O + +( 915,916 O O +The 916,919 O O +GaN 920,923 O B-Material +layer 924,929 O I-Material +width 930,935 O O +smoothly 936,944 O O +increases 945,954 O O +, 954,955 O O +while 956,961 O O +the 962,965 O O +AlN 966,969 O B-Material +layer 970,975 O I-Material +thickness 976,985 O O +decreases 986,995 O O +through 996,1003 O O +the 1004,1007 O O +DBR 1008,1011 O B-Material +stack 1012,1017 O I-Material +. 1017,1018 O O +) 1018,1019 O O +. 1019,1020 O O + +This 1021,1025 O O +observation 1026,1037 O O +could 1038,1043 O O +potentially 1044,1055 O O +be 1056,1058 O O +of 1059,1061 O O +practical 1062,1071 O O +importance 1072,1082 O O +, 1082,1083 O O +for 1084,1087 O O +samples 1088,1095 O O +grown 1096,1101 O O +on 1102,1104 O O +templates 1105,1114 O O +with 1115,1119 O O +a 1120,1121 O O +uniform 1122,1129 O O +defect 1130,1136 O O +density 1137,1144 O O +, 1144,1145 O O +as 1146,1148 O O +one 1149,1152 O O +could 1153,1158 O O +achieve 1159,1166 O O +much 1167,1171 O O +better 1172,1178 O O +reflectivities 1179,1193 O O +simply 1194,1200 O O +by 1201,1203 O O +altering 1204,1212 O B-Process +the 1213,1216 O I-Process +growth 1217,1223 O I-Process +time 1224,1228 O I-Process +to 1229,1231 O O +counteract 1232,1242 O O +the 1243,1246 O O +change 1247,1253 O O +in 1254,1256 O O +growth 1257,1263 O O +rate 1264,1268 O O +. 1268,1269 O O + +This 1270,1274 O O +possibility 1275,1286 O O +is 1287,1289 O O +the 1290,1293 O O +subject 1294,1301 O O +of 1302,1304 O O +ongoing 1305,1312 O O +investigations 1313,1327 O O +. 1327,1328 O O + +In 1329,1331 O O +addition 1332,1340 O O +, 1340,1341 O O +the 1342,1345 O O +presence 1346,1354 O O +of 1355,1357 O O +cracks 1358,1364 O O +and 1365,1368 O O +trenches 1369,1377 O O +in 1378,1380 O O +the 1381,1384 O O +top 1385,1388 O O +surface 1389,1396 O O +may 1397,1400 O O +also 1401,1405 O O +reduce 1406,1412 O O +the 1413,1416 O O +measured 1417,1425 O O +reflectivity 1426,1438 O O +further 1439,1446 O O +. 1446,1447 O O + + +-DOCSTART- (S088523081530036X) + +Note 0,4 O O +that 5,9 O O +the 10,13 O O +presented 14,23 O O +architecture 24,36 O O +works 37,42 O O +at 43,45 O O +the 46,49 O O +frame 50,55 O O +level 56,61 O O +, 61,62 O O +meaning 63,70 O O +that 71,75 O O +each 76,80 O O +single 81,87 O O +frame 88,93 O O +( 94,95 O O +plus 95,99 O O +its 100,103 O O +corresponding 104,117 O O +context 118,125 O O +) 125,126 O O +is 127,129 O O +fed 130,133 O O +- 133,134 O O +forward 134,141 O O +through 142,149 O O +the 150,153 O O +network 154,161 O O +, 161,162 O O +obtaining 163,172 O O +a 173,174 O O +class 175,180 O O +posterior 181,190 O O +probability 191,202 O O +for 203,206 O O +all 207,210 O O +of 211,213 O O +the 214,217 O O +target 218,224 O B-Material +languages 225,234 O I-Material +. 234,235 O O + +This 236,240 O O +fact 241,245 O O +makes 246,251 O O +the 252,255 O O +DNNs 256,260 O B-Process +particularly 261,273 O O +suitable 274,282 O O +for 283,286 O O +real 287,291 O O +- 291,292 O O +time 292,296 O O +applications 297,309 O O +because 310,317 O O +, 317,318 O O +unlike 319,325 O O +other 326,331 O B-Process +approaches 332,342 O I-Process +( 343,344 O O +i.e. 344,348 O O +i 349,350 O B-Process +- 350,351 O I-Process +vectors 351,358 O I-Process +) 358,359 O O +, 359,360 O O +we 361,363 O O +can 364,367 O O +potentially 368,379 O O +make 380,384 O O +a 385,386 O O +decision 387,395 O O +about 396,401 O O +the 402,405 O O +language 406,414 O O +at 415,417 O O +each 418,422 O O +new 423,426 O O +frame 427,432 O O +. 432,433 O O + +Indeed 434,440 O O +, 440,441 O O +at 442,444 O O +each 445,449 O O +frame 450,455 O O +, 455,456 O O +we 457,459 O O +can 460,463 O O +combine 464,471 O B-Process +the 472,475 O I-Process +evidence 476,484 O I-Process +from 485,489 O I-Process +past 490,494 O I-Process +frames 495,501 O I-Process +to 502,504 O O +get 505,508 O O +a 509,510 O O +single 511,517 O O +similarity 518,528 O O +score 529,534 O O +between 535,542 O O +the 543,546 O O +test 547,551 O O +utterance 552,561 O O +and 562,565 O O +the 566,569 O O +targetlanguages 570,585 O O +. 585,586 O O + +A 587,588 O O +simple 589,595 O O +way 596,599 O O +of 600,602 O O +doing 603,608 O O +this 609,613 O O +combination 614,625 O O +is 626,628 O O +to 629,631 O O +assume 632,638 O B-Process +that 639,643 O I-Process +frames 644,650 O I-Process +are 651,654 O I-Process +independent 655,666 O I-Process +and 667,670 O I-Process +multiply 671,679 O I-Process +the 680,683 O I-Process +posterior 684,693 O I-Process +estimates 694,703 O I-Process +of 704,706 O I-Process +the 707,710 O I-Process +last 711,715 O I-Process +layer 716,721 O I-Process +. 721,722 O O + +The 723,726 O O +score 727,732 O O +sl 733,735 O O +for 736,739 O O +language 740,748 O O +l 749,750 O O +of 751,753 O O +a 754,755 O O +given 756,761 O O +test 762,766 O B-Material +utterance 767,776 O I-Material +is 777,779 O O +computed 780,788 O O +by 789,791 O O +multiplying 792,803 O B-Process +the 804,807 O I-Process +output 808,814 O I-Process +probabilities 815,828 O I-Process +pl 829,831 O I-Process +obtained 832,840 O I-Process +for 841,844 O I-Process +all 845,848 O I-Process +of 849,851 O I-Process +its 852,855 O I-Process +frames 856,862 O I-Process +; 862,863 O O +or 864,866 O O +equivalently 867,879 O O +, 879,880 O O +accumulating 881,893 O B-Process +the 894,897 O I-Process +logs 898,902 O I-Process +as:(6)sl=1N∑t=1Nlogp(Ll|xt​ 903,930 O I-Process +, 930,931 O I-Process +θ)where 932,939 O I-Process +p(Ll|xt​ 940,948 O O +, 948,949 O O +θ 950,951 O O +) 951,952 O O +represents 953,963 O O +the 964,967 O O +class 968,973 O O +probability 974,985 O O +output 986,992 O O +for 993,996 O O +the 997,1000 O O +language 1001,1009 O O + +l 1010,1011 O O +corresponding 1012,1025 O O +to 1026,1028 O O +the 1029,1032 O O +input 1033,1038 O O +example 1039,1046 O O +at 1047,1049 O O +time 1050,1054 O O +t 1055,1056 O O +, 1056,1057 O O +xt 1058,1060 O O +by 1061,1063 O O +using 1064,1069 O O +the 1070,1073 O O +DNN 1074,1077 O B-Process +defined 1078,1085 O O +by 1086,1088 O O +parameters 1089,1099 O O +θ. 1100,1102 O O + + +-DOCSTART- (S0885230816300043) + +The 0,3 O O +final 4,9 O O +set 10,13 O O +of 14,16 O O +experiments 17,28 O O +involved 29,37 O O +an 38,40 O O +adaptive 41,49 O O +retraining 50,60 O O +of 61,63 O O +the 64,67 O O +GMM 68,71 O O +– 71,72 O O + +HMM 72,75 O O +parameters 76,86 O O +following 87,96 O O +the 97,100 O O +aNAT 101,105 O B-Process +procedure 106,115 O I-Process +. 115,116 O O + +This 117,121 O O +new 122,125 O O +model 126,131 O O +only 132,136 O O +provided 137,145 O O +an 146,148 O O +improvement 149,160 O O +of 161,163 O O +0.3 164,167 O O +% 167,168 O O +, 168,169 O O +similar 170,177 O O +to 178,180 O O +using 181,186 O O +the 187,190 O O +aCMLLR 191,197 O B-Process +transforms 198,208 O I-Process +on 209,211 O O +the 212,215 O O +baseline 216,224 O O +GMM 225,228 O B-Process +– 228,229 O I-Process +HMM 229,232 O I-Process +model 233,238 O I-Process +. 238,239 O O + +However 240,247 O O +, 247,248 O O +training 249,257 O B-Process +show 258,262 O I-Process +- 262,263 O I-Process +based 263,268 O I-Process +aCMLLR 269,275 O I-Process +transforms 276,286 O I-Process +on 287,289 O O +top 290,293 O O +of 294,296 O O +the 297,300 O O +adaptively 301,311 O O +trained 312,319 O O +model 320,325 O O +boosted 326,333 O O +the 334,337 O O +improvement 338,349 O O +to 350,352 O O +0.8 353,356 O O +% 356,357 O O +absolute 358,366 O O +. 366,367 O O + +This 368,372 O O +showed 373,379 O O +how 380,383 O O +adaptive 384,392 O B-Process +training 393,401 O I-Process +provided 402,410 O O +a 411,412 O O +better 413,419 O O +flexibility 420,431 O O +of 432,434 O O +the 435,438 O O +model 439,444 O O +to 445,447 O O +adapt 448,453 O O +to 454,456 O O +specific 457,465 O O +background 466,476 O O +conditions 477,487 O O +existing 488,496 O O +in 497,499 O O +each 500,504 O O +show 505,509 O O +. 509,510 O O + +Finally 511,518 O O +, 518,519 O O +the 520,523 O O +factorisation 524,537 O B-Process +approach 538,546 O I-Process +using 547,552 O I-Process +MLLR 553,557 O I-Process +speaker 558,565 O I-Process +transforms 566,576 O I-Process +on 577,579 O O +top 580,583 O O +of 584,586 O O +the 587,590 O O +aNAT 591,595 O B-Process +model 596,601 O I-Process +and 602,605 O O +show 606,610 O O +- 610,611 O O +based 611,616 O O +aCMLLR 617,623 O B-Process +transforms 624,634 O I-Process +was 635,638 O O +tested 639,645 O O +. 645,646 O O + +This 647,651 O O +only 652,656 O O +increased 657,666 O O +the 667,670 O O +improvement 671,682 O O +to 683,685 O O +0.9 686,689 O O +% 689,690 O O +absolute 691,699 O O +( 700,701 O O +2.9 701,704 O O +% 704,705 O O +relative 706,714 O O +) 714,715 O O +, 715,716 O O +which 717,722 O O +reflects 723,731 O O +the 732,735 O O +difficulty 736,746 O O +of 747,749 O O +performing 750,760 O O +accurate 761,769 O O +speaker 770,777 O B-Task +clustering 778,788 O I-Task +in 789,791 O O +this 792,796 O O +task 797,801 O O +and 802,805 O O +how 806,809 O O +this 810,814 O O +actually 815,823 O O +hampers 824,831 O O +speaker 832,839 O B-Task +adaptation 840,850 O I-Task +. 850,851 O O + + +-DOCSTART- 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285,286 O O +successful 287,297 O O +exploration 298,309 O O +. 309,310 O O + +Using 311,316 O O +multiple 317,325 O O +sensors 326,333 O B-Material +to 334,336 O O +collect 337,344 O O +signal 345,351 O O +from 352,356 O O +different 357,366 O O +locations 367,376 O O +of 377,379 O O +the 380,383 O O +machine 384,391 O O +and 392,395 O O +using 396,401 O O +the 402,405 O O +multivariate 406,418 O B-Process +EMD 419,422 O I-Process +to 423,425 O O +analyze 426,433 O O +multivariate 434,446 O B-Material +signal 447,453 O I-Material +can 454,457 O O +contribute 458,468 O O +to 469,471 O O +comprehensively 472,487 O O +collect 488,495 O O +all 496,499 O O +the 500,503 O O +frequency 504,513 O B-Material +components 514,524 O I-Material +related 525,532 O O +to 533,535 O O +any 536,539 O O +bearing 540,547 O O +fault 548,553 O O +, 553,554 O O +and 555,558 O O +is 559,561 O O +beneficial 562,572 O O +to 573,575 O O +extract 576,583 O B-Task +fault 584,589 O I-Task +information 590,601 O I-Task +, 601,602 O O +especially 603,613 O O +for 614,617 O O +early 618,623 O O +weak 624,628 O O +fault 629,634 O O +characteristics 635,650 O O +. 650,651 O O + +Both 652,656 O O +the 657,660 O O +characteristic 661,675 O O +frequencies 676,687 O O +of 688,690 O O +simulated 691,700 O O +signal 701,707 O O +and 708,711 O O +the 712,715 O O +fault 716,721 O O +frequencies 722,733 O O +of 734,736 O O +practical 737,746 O B-Material +rolling 747,754 O I-Material +bearing 755,762 O I-Material +signal 763,769 O I-Material +can 770,773 O O +be 774,776 O O +extracted 777,786 O O +from 787,791 O O +the 792,795 O O +same 796,800 O O +order 801,806 O O +of 807,809 O O +IMF 810,813 O O +groups 814,820 O O +, 820,821 O O +thus 822,826 O O +showing 827,834 O O +that 835,839 O O +multivariate 840,852 O B-Process +EMD 853,856 O I-Process +is 857,859 O O +an 860,862 O O +effective 863,872 O O +signal 873,879 O B-Process +decomposition 880,893 O I-Process +algorithm 894,903 O I-Process +and 904,907 O O +can 908,911 O O +be 912,914 O O +competently 915,926 O O +applied 927,934 O O +to 935,937 O O +fault 938,943 O B-Process +diagnosis 944,953 O I-Process +of 954,956 O O +rolling 957,964 O B-Material +bearings 965,973 O I-Material +when 974,978 O O +combined 979,987 O O +with 988,992 O O +a 993,994 O O +multiscale 995,1005 O B-Process +reduction 1006,1015 O I-Process +method 1016,1022 O I-Process +and 1023,1026 O O +fault 1027,1032 O B-Process +correlation 1033,1044 O I-Process +factor 1045,1051 O I-Process +analysis 1052,1060 O I-Process +. 1060,1061 O O + +In 1062,1064 O O +signal 1065,1071 O B-Task +acquisition 1072,1083 O I-Task +and 1084,1087 O I-Task +processing 1088,1098 O I-Task +, 1098,1099 O O +given 1100,1105 O O +the 1106,1109 O O +circumstance 1110,1122 O O +that 1123,1127 O O +there 1128,1133 O O +is 1134,1136 O O +a 1137,1138 O O +trend 1139,1144 O O +toward 1145,1151 O O +the 1152,1155 O O +use 1156,1159 O O +of 1160,1162 O O +multiple 1163,1171 O O +sensors 1172,1179 O B-Material +, 1179,1180 O O +multivariate 1181,1193 O B-Process +EMD 1194,1197 O I-Process +appears 1198,1205 O O +to 1206,1208 O O +be 1209,1211 O O +very 1212,1216 O O +useful 1217,1223 O O +and 1224,1227 O O +meaningful 1228,1238 O O +as 1239,1241 O O +a 1242,1243 O O +kind 1244,1248 O O +of 1249,1251 O O +multivariate 1252,1264 O B-Process +data 1265,1269 O I-Process +processing 1270,1280 O I-Process +algorithm 1281,1290 O I-Process +. 1290,1291 O O + +By 1292,1294 O O +analyzing 1295,1304 O O +the 1305,1308 O O +simulated 1309,1318 O B-Material +signal 1319,1325 O I-Material +and 1326,1329 O O +two 1330,1333 O O +different 1334,1343 O O +practical 1344,1353 O B-Material +multivariate 1354,1366 O I-Material +signals 1367,1374 O I-Material +, 1374,1375 O O +the 1376,1379 O O +results 1380,1387 O O +demonstrate 1388,1399 O O +the 1400,1403 O O +significance 1404,1416 O O +of 1417,1419 O O +the 1420,1423 O O +proposed 1424,1432 O O +method 1433,1439 O O +in 1440,1442 O O +the 1443,1446 O O +field 1447,1452 O O +of 1453,1455 O O +fault 1456,1461 O B-Task +diagnosis 1462,1471 O I-Task +of 1472,1474 O I-Task +rolling 1475,1482 O I-Task +bearing 1483,1490 O I-Task +. 1490,1491 O O + + +-DOCSTART- (S0888327016302333) + +The 0,3 O B-Task +GFRFs 4,9 O I-Task +of 10,12 O I-Task +nonlinear 13,22 O I-Task +systems 23,30 O I-Task +can 31,34 O O +be 35,37 O O +determined 38,48 O O +by 49,51 O O +either 52,58 O O +a 59,60 O B-Material +parametric 61,71 O I-Material +- 71,72 O I-Material +model 72,77 O I-Material +- 77,78 O I-Material +based 78,83 O I-Material +method 84,90 O I-Material +or 91,93 O O +a 94,95 O B-Material +nonparametric 96,109 O I-Material +- 109,110 O I-Material +model 110,115 O I-Material +- 115,116 O I-Material +based 116,121 O I-Material +method 122,128 O I-Material +[ 129,130 O O +8 130,131 O O +] 131,132 O O +. 132,133 O O + +In 134,136 O O +the 137,140 O O +parametric 141,151 O O +approach 152,160 O O +, 160,161 O O +a 162,163 O B-Task +nonlinear 164,173 O I-Task +parametric 174,184 O I-Task +model 185,190 O I-Task +is 191,193 O O +first 194,199 O O +identified 200,210 O O +from 211,215 O O +the 216,219 O O +input 220,225 O O +– 225,226 O O +output 226,232 O O +data 233,237 O O +. 237,238 O O + +The 239,242 O O +GFRFs 243,248 O B-Task +are 249,252 O O +then 253,257 O O +obtained 258,266 O O +by 267,269 O O +mapping 270,277 O B-Process +the 278,281 O I-Process +resultant 282,291 O I-Process +model 292,297 O I-Process +into 298,302 O I-Process +the 303,306 O I-Process +frequency 307,316 O I-Process +domain 317,323 O I-Process +using 324,329 O O +the 330,333 O O +probing 334,341 O B-Material +method 342,348 O I-Material +[ 349,350 O O +9 350,351 O O +] 351,352 O O +. 352,353 O O + +The 354,357 O O +nonparametric 358,371 O B-Task +approach 372,380 O I-Task +is 381,383 O O +often 384,389 O O +referred 390,398 O O +to 399,401 O O +as 402,404 O O +frequency 405,414 O B-Task +- 414,415 O I-Task +domain 415,421 O I-Task +Volterra 422,430 O I-Task +system 431,437 O I-Task +identification 438,452 O I-Task +and 453,456 O O +is 457,459 O O +based 460,465 O O +on 466,468 O O +the 469,472 O O +observation 473,484 O O +that 485,489 O O +the 490,493 O O +Volterra 494,502 O B-Task +model 503,508 O I-Task +of 509,511 O I-Task +nonlinear 512,521 O I-Task +systems 522,529 O I-Task +is 530,532 O O +linear 533,539 O O +in 540,542 O O +terms 543,548 O O +of 549,551 O O +the 552,555 O O +unknown 556,563 O O +Volterra 564,572 O O +kernels 573,580 O O +, 580,581 O O +which 582,587 O O +, 587,588 O O +in 589,591 O O +the 592,595 O O +frequency 596,605 O O +domain 606,612 O O +, 612,613 O O +corresponds 614,625 O B-Material +to 626,628 O I-Material +a 629,630 O I-Material +linear 631,637 O I-Material +relation 638,646 O I-Material +between 647,654 O O +the 655,658 O O +output 659,665 O O +frequency 666,675 O O +response 676,684 O O +and 685,688 O O +linear 689,695 O O +, 695,696 O O +quadratic 697,706 O O +, 706,707 O O +and 708,711 O O +higher 712,718 O O +order 719,724 O O +GFRFs 725,730 O O +. 730,731 O O + +This 732,736 O O +linear 737,743 O B-Task +relationship 744,756 O I-Task +allows 757,763 O O +the 764,767 O O +use 768,771 O O +of 772,774 O O +a 775,776 O B-Material +least 777,782 O I-Material +squares 783,790 O I-Material +( 791,792 O I-Material +LS 792,794 O I-Material +) 794,795 O I-Material +approach 796,804 O I-Material +to 805,807 O O +solve 808,813 O O +for 814,817 O O +the 818,821 O O +GFRFs 822,827 O B-Task +. 827,828 O O + +Several 829,836 O O +researchers 837,848 O O +[ 849,850 O O +10–12 850,855 O O +] 855,856 O O +have 857,861 O O +used 862,866 O O +this 867,871 O O +method 872,878 O O +to 879,881 O O +estimate 882,890 O O +the 891,894 O O +GFRFs 895,900 O B-Task +. 900,901 O O + +But 902,905 O O +they 906,910 O O +usually 911,918 O O +made 919,923 O B-Process +the 924,927 O I-Process +assumption 928,938 O I-Process +that 939,943 O O +it 944,946 O O +is 947,949 O O +known 950,955 O O +a 956,957 O O +priori 958,964 O O +that 965,969 O O +the 970,973 O B-Task +system 974,980 O I-Task +under 981,986 O O +study 987,992 O O +can 993,996 O O +be 997,999 O O +represented 1000,1011 O O +by 1012,1014 O O +just 1015,1019 O O +two 1020,1023 O B-Material +or 1024,1026 O I-Material +three 1027,1032 O I-Material +terms 1033,1038 O I-Material +. 1038,1039 O O + +However 1040,1047 O O +, 1047,1048 O O +such 1049,1053 O O +information 1054,1065 O O +is 1066,1068 O O +rarely 1069,1075 O O +available 1076,1085 O O +a 1086,1087 O O +priori 1088,1094 O O +. 1094,1095 O O + + +-DOCSTART- (S0888613X16300767) + +However 0,7 O O +this 8,12 O O +is 13,15 O O +not 16,19 O O +just 20,24 O O +a 25,26 O O +useful 27,33 O O +depiction 34,43 O O +of 44,46 O O +an 47,49 O B-Task +apposite 50,58 O I-Task +well 59,63 O I-Task +- 63,64 O I-Task +supported 64,73 O I-Task +statistical 74,85 O I-Task +model 86,91 O I-Task +. 91,92 O O + +If 93,95 O O +we 96,98 O O +are 99,102 O O +prepared 103,111 O O +to 112,114 O O +allow 115,120 O O +that 121,125 O O +the 126,129 O O +process 130,137 O O +is 138,140 O O +driven 141,147 O O +by 148,150 O O +a 151,152 O O +CRG 153,156 O B-Material +and 157,160 O O +that 161,165 O O +the 166,169 O O +MAP 170,173 O B-Material +model 174,179 O I-Material +that 180,184 O O +we 185,187 O O +have 188,192 O O +discovered 193,203 O O +is 204,206 O O +indeed 207,213 O O +generating 214,224 O O +the 225,228 O O +idle 229,233 O B-Process +process 234,241 O I-Process +, 241,242 O O +then 243,247 O O +identifying 248,259 O B-Process +the 260,263 O I-Process +disconnected 264,276 O I-Process +components 277,287 O I-Process +of 288,290 O I-Process +the 291,294 O I-Process +system 295,301 O I-Process +allows 302,308 O O +us 309,311 O O +to 312,314 O O +immediately 315,326 O O +make 327,331 O O +assertions 332,342 O O +about 343,348 O O +the 349,352 O B-Task +impact 353,359 O I-Task +of 360,362 O I-Task +various 363,370 O I-Task +controls 371,379 O I-Task +we 380,382 O O +might 383,388 O O +apply 389,394 O O +to 395,397 O O +this 398,402 O O +regulatory 403,413 O O +process 414,421 O O +– 422,423 O O +just 424,428 O O +as 429,431 O O +we 432,434 O O +can 435,438 O O +were 439,443 O O +we 444,446 O O +to 447,449 O O +believe 450,457 O O +the 458,461 O O +model 462,467 O O +was 468,471 O O +a 472,473 O O +causal 474,480 O O +extension 481,490 O O +of 491,493 O O +a 494,495 O O +BN 496,498 O B-Material +. 498,499 O O + +In 500,502 O O +the 503,506 O O +context 507,514 O O +of 515,517 O O +microarrays 518,529 O O +, 529,530 O O +the 531,534 O O +objective 535,544 O O +of 545,547 O O +clustering 548,558 O B-Task +is 559,561 O O +to 562,564 O O +identify 565,573 O B-Process +patterns 574,582 O I-Process +among 583,588 O I-Process +the 589,592 O I-Process +data 593,597 O I-Process +and 598,601 O O +decide 602,608 O O +which 609,614 O O +genes 615,620 O O +to 621,623 O O +focus 624,629 O O +on 630,632 O O +in 633,635 O O +further 636,643 O O +, 643,644 O O +more 645,649 O O +gene 650,654 O O +- 654,655 O O +specific 655,663 O O +, 663,664 O O +experiments 665,676 O O +. 676,677 O O + +It 678,680 O O +is 681,683 O O +therefore 684,693 O O +necessary 694,703 O O +for 704,707 O O +the 708,711 O O +scientist 712,721 O O +to 722,724 O O +make 725,729 O O +such 730,734 O O +causal 735,741 O O +conjectures 742,753 O O +about 754,759 O O +the 760,763 O B-Task +effect 764,770 O I-Task +of 771,773 O I-Task +controls 774,782 O I-Task +available 783,792 O O +to 793,795 O O +her 796,799 O O +on 800,802 O O +the 803,806 O O +expressions 807,818 O O +reflecting 819,829 O O +the 830,833 O O +underlying 834,844 O O +regulatory 845,855 O O +process 856,863 O O +she 864,867 O O +studies 868,875 O O +. 875,876 O O + +These 877,882 O O +conjectures 883,894 O B-Task +can 895,898 O O +be 899,901 O O +universal 902,911 O O +or 912,914 O O +nuanced 915,922 O O +by 923,925 O O +evoking 926,933 O B-Material +ideas 934,939 O I-Material +of 940,942 O I-Material +parsimony 943,952 O I-Material +. 952,953 O O + + +-DOCSTART- (S0888613X16301062) + +The 0,3 O O +first 4,9 O O +step 10,14 O O +of 15,17 O O +PB 18,20 O B-Material +, 20,21 O O +the 22,25 O O +enumeration 26,37 O B-Material +of 38,40 O I-Material +the 41,44 O I-Material +conditional 45,56 O I-Material +sample 57,63 O I-Material +space 64,69 O I-Material +through 70,77 O O +abductive 78,87 O O +logic 88,93 O O +programming 94,105 O O +, 105,106 O O +could 107,112 O O +be 113,115 O O +compared 116,124 O O +to 125,127 O O +“ 128,129 O O +logical 129,136 O B-Material +inference 137,146 O I-Material +” 146,147 O O +in 148,150 O O +ProbLog 151,158 O B-Material +[ 159,160 O O +9 160,161 O O +] 161,162 O O +. 162,163 O O + +While 164,169 O O +both 170,174 O O +languages 175,184 O O +aim 185,188 O O +to 189,191 O O +generate 192,200 O O +a 201,202 O O +propositional 203,216 O O +formula 217,224 O O +and 225,228 O O +compile 229,236 O O +it 237,239 O O +into 240,244 O O +a 245,246 O O +decision 247,255 O O +diagram 256,263 O O +, 263,264 O O +“ 265,266 O B-Material +logical 266,273 O I-Material +inference 274,283 O I-Material +” 283,284 O I-Material +in 285,287 O I-Material +PB 288,290 O I-Material +is 291,293 O O +based 294,299 O O +on 300,302 O O +abductive 303,312 O O +logic 313,318 O O +programming 319,330 O O +, 330,331 O O +while 332,337 O O +ProbLog 338,345 O B-Material +grounds 346,353 O O +the 354,357 O O +relevant 358,366 O O +parts 367,372 O O +of 373,375 O O +the 376,379 O O +probabilistic 380,393 O O +program 394,401 O O +. 401,402 O O + +Moreover 403,411 O O +, 411,412 O O +in 413,415 O O +PB 416,418 O B-Material +compilation 419,430 O I-Material +of 431,433 O O +the 434,437 O O +boolean 438,445 O O +formulas 446,454 O O +is 455,457 O O +performed 458,467 O O +using 468,473 O O +( 474,475 O B-Process +RO)BDDs 475,482 O I-Process +, 482,483 O O +while 484,489 O O +ProbLog 490,497 O B-Material +can 498,501 O O +use 502,505 O O +a 506,507 O O +wider 508,513 O O +range 514,519 O O +of 520,522 O O +decision 523,531 O B-Process +diagrams 532,540 O I-Process +, 540,541 O O +e.g. 542,546 O O +sentential 547,557 O B-Process +decision 558,566 O I-Process +diagrams 567,575 O I-Process +( 576,577 O O +SDD 577,580 O B-Process +) 580,581 O O +, 581,582 O O +deterministic 583,596 O B-Process +, 596,597 O I-Process +decomposable 598,610 O I-Process +negation 611,619 O I-Process +normal 620,626 O I-Process +form 627,631 O I-Process +( 632,633 O O +d 633,634 O B-Process +- 634,635 O I-Process +DNNF 635,639 O I-Process +) 639,640 O O +. 640,641 O O + +These 642,647 O O +differences 648,659 O O +reflect 660,667 O O +the 668,671 O O +different 672,681 O O +aims 682,686 O O +of 687,689 O O +the 690,693 O O +two 694,697 O O +PPLs 698,702 O B-Material +: 702,703 O O +ProbLog 704,711 O B-Material +focuses 712,719 O O +on 720,722 O O +models 723,729 O O +where 730,735 O O +“ 736,737 O O +logical 737,744 O B-Task +inference 745,754 O I-Task +” 754,755 O O +needs 756,761 O O +to 762,764 O O +be 765,767 O O +efficient 768,777 O O +, 777,778 O O +and 779,782 O O +the 783,786 O O +resulting 787,796 O O +representation 797,811 O O +, 811,812 O O +the 813,816 O O +decision 817,825 O O +diagrams 826,834 O O +, 834,835 O O +need 836,840 O O +to 841,843 O O +be 844,846 O O +compact 847,854 O O +, 854,855 O O +while 856,861 O O +PB 862,864 O B-Material +focuses 865,872 O O +on 873,875 O O +models 876,882 O O +where 883,888 O O +“ 889,890 O B-Task +logical 890,897 O I-Task +inference 898,907 O I-Task +” 907,908 O I-Task +is 909,911 O O +typically 912,921 O O +easy 922,926 O O +, 926,927 O O +however 928,935 O O +it 936,938 O O +must 939,943 O O +be 944,946 O O +applied 947,954 O O +repeatedly 955,965 O O +, 965,966 O O +according 967,976 O O +to 977,979 O O +the 980,983 O O +nature 984,990 O O +and 991,994 O O +the 995,998 O O +number 999,1005 O O +of 1006,1008 O O +the 1009,1012 O O +observations 1013,1025 O O +. 1025,1026 O O + +However 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+high 163,167 O O +number 168,174 O O +of 175,177 O O +polygons 178,186 O O +. 186,187 O O + +To 188,190 O O +cope 191,195 O O +with 196,200 O O +this 201,205 O O +problem 206,213 O O +, 213,214 O O +Wu 215,217 O O +et 218,220 O O +al 221,223 O O +. 223,224 O O + +( 225,226 O O +2013 226,230 O O +) 230,231 O O +evaluates 232,241 O O +a 242,243 O O +variant 244,251 O O +of 252,254 O O +PSR 255,258 O B-Process +( 259,260 O O +in 260,262 O O +that 263,267 O O +work 268,272 O O +referred 273,281 O O +to 282,284 O O +as 285,287 O O +scale 288,293 O B-Process +- 293,294 O I-Process +adaptive 294,302 O I-Process +[ 303,304 O O +SA 304,306 O B-Process +] 306,307 O O +) 307,308 O O +, 308,309 O O +which 310,315 O O +includes 316,324 O O +curvature 325,334 O B-Process +- 334,335 O I-Process +dependent 335,344 O I-Process +polygonization 345,359 O I-Process +( 360,361 O O +e.g. 361,365 O O +increasing 366,376 O B-Process +/ 376,377 O I-Process +decreasing 377,387 O I-Process +the 388,391 O I-Process +size 392,396 O I-Process +of 397,399 O I-Process +triangles 400,409 O I-Process +according 410,419 O I-Process +to 420,422 O I-Process +the 423,426 O I-Process +local 427,432 O I-Process +curvature 433,442 O I-Process +) 442,443 O O + +( 444,445 O O +Wu 445,447 O O +et 448,450 O O +al 451,453 O O +. 453,454 O O +, 454,455 O O +2010 456,460 O O +) 460,461 O O +. 461,462 O O + +In 463,465 O O +Wu 466,468 O O +et 469,471 O O +al 472,474 O O +. 474,475 O O + +( 476,477 O O +2013 477,481 O O +) 481,482 O O +, 482,483 O O +other 484,489 O O +methods 490,497 O O +including 498,507 O O +MC 508,510 O B-Process +( 511,512 O O +without 512,519 O O +smoothing 520,529 O O +and 530,533 O O +decimation 534,544 O O +) 544,545 O O +are 546,549 O O +evaluated 550,559 O O +with 560,564 O O +application 565,576 O O +to 577,579 O O +vessel 580,586 O B-Task +modeling 587,595 O I-Task +. 595,596 O O + +The 597,600 O O +authors 601,608 O O +, 608,609 O O +point 610,615 O O +at 616,618 O O +SA 619,621 O B-Material +as 622,624 O O +a 625,626 O O +suitable 627,635 O O +method 636,642 O O +for 643,646 O O +reconstruction 647,661 O B-Task +of 662,664 O I-Task +vessels 665,672 O I-Task +with 673,677 O O +applications 678,690 O O +to 691,693 O O +surgery 694,701 O B-Task +planning 702,710 O I-Task +. 710,711 O O + +The 712,715 O O +methods 716,723 O O +evaluated 724,733 O O +by 734,736 O O +Wu 737,739 O O +et 740,742 O O +al 743,745 O O +. 745,746 O O + +( 747,748 O O +2013 748,752 O O +) 752,753 O O +could 754,759 O O +be 760,762 O O +also 763,767 O O +compared 768,776 O O +with 777,781 O O +another 782,789 O O +set 790,793 O O +of 794,796 O O +techniques 797,807 O O +( 808,809 O O +known 809,814 O O +as 815,817 O O +model 818,823 O B-Material +- 823,824 O I-Material +based 824,829 O I-Material +methods 830,837 O I-Material +) 837,838 O O +( 839,840 O O +Preim 840,845 O O +and 846,849 O O +Oeltze 850,856 O O +, 856,857 O O +2008 858,862 O O +) 862,863 O O +, 863,864 O O +widely 865,871 O O +used 872,876 O O +in 877,879 O O +the 880,883 O O +context 884,891 O O +of 892,894 O O +vessel 895,901 O B-Task +modeling 902,910 O I-Task +for 911,914 O I-Task +surgery 915,922 O I-Task +planning 923,931 O I-Task +. 931,932 O O + + +-DOCSTART- (S0927025612000249) + +The 0,3 O O +need 4,8 O O +for 9,12 O O +power 13,18 O B-Task +generation 19,29 O I-Task +industry 30,38 O O +to 39,41 O O +improve 42,49 O B-Task +the 50,53 O I-Task +thermal 54,61 O I-Task +efficiency 62,72 O I-Task +of 73,75 O I-Task +power 76,81 O I-Task +plant 82,87 O I-Task +has 88,91 O O +led 92,95 O O +to 96,98 O O +the 99,102 O O +development 103,114 O O +of 115,117 O O +9–12 118,122 O B-Material +% 122,123 O I-Material +Cr 124,126 O I-Material +martensitic 127,138 O I-Material +steels 139,145 O I-Material +. 145,146 O O + +The 147,150 O O +development 151,162 O B-Task +of 163,165 O I-Task +and 166,169 O I-Task +research 170,178 O I-Task +on 179,181 O I-Task +P91 182,185 O I-Task +steels 186,192 O I-Task +started 193,200 O O +since 201,206 O O +late 207,211 O O +1970s 212,217 O O +and 218,221 O O +early 222,227 O O +1990s 228,233 O O +, 233,234 O O +respectively 235,247 O O +[ 248,249 O O +1 249,250 O O +] 250,251 O O +. 251,252 O O + +The 253,256 O O +work 257,261 O O +has 262,265 O O +focussed 266,274 O O +on 275,277 O O +their 278,283 O O +creep 284,289 O O +strengths 290,299 O O +due 300,303 O O +to 304,306 O O +its 307,310 O O +intended 311,319 O O +application 320,331 O O +at 332,334 O O +high 335,339 O O +temperature 340,351 O O +. 351,352 O O + +Recently 353,361 O O +, 361,362 O O +the 363,366 O O +introduction 367,379 O O +of 380,382 O O +more 383,387 O O +cyclic 388,394 O O +operation 395,404 O O +of 405,407 O O +power 408,413 O B-Material +plant 414,419 O I-Material +has 420,423 O O +introduced 424,434 O O +the 435,438 O O +possibility 439,450 O O +of 451,453 O O +fatigue 454,461 O B-Process +problems 462,470 O I-Process +. 470,471 O O + +Bore 472,476 O O +cracking 477,485 O O +due 486,489 O O +to 490,492 O O +the 493,496 O O +effects 497,504 O O +of 505,507 O O +varying 508,515 O O +steam 516,521 O B-Process +warming 522,529 O I-Process +has 530,533 O O +been 534,538 O O +reported 539,547 O O +[ 548,549 O O +2 549,550 O O +] 550,551 O O +. 551,552 O O + +The 553,556 O O +temperature 557,568 O B-Process +cycling 569,576 O I-Process +causes 577,583 O O +thermal 584,591 O O +gradients 592,601 O O +between 602,609 O O +the 610,613 O O +inside 614,620 O O +and 621,624 O O +outside 625,632 O O +of 633,635 O O +components 636,646 O O +and 647,650 O O +this 651,655 O O +can 656,659 O O +cause 660,665 O O +cyclic 666,672 O O +stress 673,679 O O +levels 680,686 O O +to 687,689 O O +be 690,692 O O +of 693,695 O O +concerns 696,704 O O +. 704,705 O O + +Recently 706,714 O O +, 714,715 O O +research 716,724 O O +on 725,727 O O +thermal 728,735 O B-Task +– 735,736 O I-Task +mechanical 736,746 O I-Task +analysis 747,755 O I-Task +of 756,758 O I-Task +P91 759,762 O I-Task +has 763,766 O O +been 767,771 O O +carried 772,779 O O +out 780,783 O O +including 784,793 O O +the 794,797 O O +characterisation 798,814 O B-Task +of 815,817 O I-Task +the 818,821 O I-Task +cyclic 822,828 O I-Task +behaviour 829,838 O I-Task +of 839,841 O I-Task +the 842,845 O I-Task +material 846,854 O I-Task +using 855,860 O O +the 861,864 O O +two 865,868 O B-Process +- 868,869 O I-Process +layer 869,874 O I-Process +and 875,878 O I-Process +unified 879,886 O I-Process +visco 887,892 O I-Process +- 892,893 O I-Process +plasticity 893,903 O I-Process +models 904,910 O I-Process +[ 911,912 O O +3,4 912,915 O O +] 915,916 O O +. 916,917 O O + + +-DOCSTART- (S092702561300267X) + +In 0,2 O O +previous 3,11 O O +publications 12,24 O O +the 25,28 O O +present 29,36 O O +authors 37,44 O O +proposed 45,53 O O +a 54,55 O O +method 56,62 O O +to 63,65 O O +incorporate 66,77 O B-Task +the 78,81 O I-Task +thermodynamics 82,96 O I-Task +of 97,99 O I-Task +ternary 100,107 O I-Task +alloys 108,114 O I-Task +and 115,118 O I-Task +liquid 119,125 O I-Task +diffusion 126,135 O I-Task +- 135,136 O I-Task +governed 136,144 O I-Task +solidification 145,159 O I-Task +kinetics 160,168 O I-Task +into 169,173 O I-Task +a 174,175 O I-Task +multiphase 176,186 O I-Task +volume 187,193 O I-Task +average 194,201 O I-Task +solidification 202,216 O I-Task +model 217,222 O I-Task +[ 223,224 O O +23,24 224,229 O O +] 229,230 O O +. 230,231 O O + +Back 232,236 O B-Process +diffusion 237,246 O I-Process +was 247,250 O O +disregarded 251,262 O O +. 262,263 O O + +A 264,265 O O +way 266,269 O O +to 270,272 O O +access 273,279 O O +the 280,283 O O +thermodynamic 284,297 O B-Material +data 298,302 O I-Material +( 303,304 O O +e.g. 304,308 O O +Thermo 309,315 O O +- 315,316 O O +Calc 316,320 O O +[ 321,322 O O +1 322,323 O O +] 323,324 O O +) 324,325 O O +through 326,333 O O +a 334,335 O O +tabulation 336,346 O B-Material +and 347,350 O I-Material +interpolation 351,364 O I-Material +program 365,372 O I-Material +ISAT 373,377 O B-Material +( 378,379 O O +In 379,381 O B-Material +Situ 382,386 O I-Material +Adaptive 387,395 O I-Material +Tabulation 396,406 O I-Material +) 406,407 O O +was 408,411 O O +suggested 412,421 O O +. 421,422 O O + +With 423,427 O O +the 428,431 O O +ISAT 432,436 O B-Process +approach 437,445 O I-Process +it 446,448 O O +is 449,451 O O +possible 452,460 O O +to 461,463 O O +perform 464,471 O O +an 472,474 O O +online 475,481 O O +call 482,486 O O +of 487,489 O O +the 490,493 O O +thermodynamic 494,507 O B-Material +data 508,512 O I-Material +and 513,516 O O +trace 517,522 O O +the 523,526 O O +formation 527,536 O O +of 537,539 O O +each 540,544 O O +individual 545,555 O O +solid 556,561 O O +phase 562,567 O O +( 568,569 O O +primary 569,576 O O +, 576,577 O O +peritectic 578,588 O O +, 588,589 O O +eutectic 590,598 O O +, 598,599 O O +etc 600,603 O O +. 603,604 O O +) 604,605 O O +. 605,606 O O + +As 607,609 O O +the 610,613 O O +number 614,620 O O +of 621,623 O O +calls 624,629 O O +of 630,632 O O +the 633,636 O O +thermodynamic 637,650 O B-Material +data 651,655 O I-Material +is 656,658 O O +equal 659,664 O O +to 665,667 O O +the 668,671 O O +product 672,679 O O +of 680,682 O O +the 683,686 O O +number 687,693 O O +of 694,696 O O +the 697,700 O O +discretized 701,712 O B-Material +volume 713,719 O I-Material +elements 720,728 O I-Material +, 728,729 O O +the 730,733 O O +time 734,738 O O +steps 739,744 O O +and 745,748 O O +the 749,752 O O +calculation 753,764 O O +iterations 765,775 O O +per 776,779 O O +time 780,784 O O +step 785,789 O O +, 789,790 O O +the 791,794 O O +calculation 795,806 O O +becomes 807,814 O O +exhausting 815,825 O O +. 825,826 O O + +Therefore 827,836 O O +, 836,837 O O +the 838,841 O O +current 842,849 O B-Process +model 850,855 O I-Process +is 856,858 O O +a 859,860 O O +modification 861,873 O B-Process +of 874,876 O I-Process +the 877,880 O I-Process +previous 881,889 O I-Process +model 890,895 O I-Process +using 896,901 O I-Process +a 902,903 O I-Process +linearized 904,914 O I-Process +phase 915,920 O I-Process +diagram 921,928 O I-Process +, 928,929 O O +and 930,933 O O +no 934,936 O O +online 937,943 O B-Process +call 944,948 O I-Process +of 949,951 O I-Process +thermodynamic 952,965 O I-Process +data 966,970 O I-Process +is 971,973 O O +necessary 974,983 O O +. 983,984 O O + +In 985,987 O O +addition 988,996 O O +, 996,997 O O +the 998,1001 O O +model 1002,1007 O O +presented 1008,1017 O O +in 1018,1020 O O +this 1021,1025 O O +paper 1026,1031 O O +is 1032,1034 O O +extended 1035,1043 O B-Task +to 1044,1046 O I-Task +consider 1047,1055 O I-Task +the 1056,1059 O I-Task +back 1060,1064 O I-Task +diffusion 1065,1074 O I-Task +into 1075,1079 O I-Task +the 1080,1083 O I-Task +solid 1084,1089 O I-Task +. 1089,1090 O O + +With 1091,1095 O O +these 1096,1101 O O +modifications 1102,1115 O B-Process +, 1115,1116 O O +the 1117,1120 O O +model 1121,1126 O O +can 1127,1130 O O +be 1131,1133 O O +used 1134,1138 O O +to 1139,1141 O O +perform 1142,1149 O B-Task +casting 1150,1157 O I-Task +process 1158,1165 O I-Task +simulations 1166,1177 O I-Task +with 1178,1182 O I-Task +incorporated 1183,1195 O I-Task +full 1196,1200 O I-Task +diffusion 1201,1210 O I-Task +- 1210,1211 O I-Task +governed 1211,1219 O I-Task +solidification 1220,1234 O I-Task +kinetics 1235,1243 O I-Task +for 1244,1247 O O +ternary 1248,1255 O B-Material +alloys 1256,1262 O I-Material +at 1263,1265 O O +a 1266,1267 O O +reasonable 1268,1278 O O +computation 1279,1290 O O +cost 1291,1295 O O +. 1295,1296 O O + + +-DOCSTART- (S092702561300760X) + +Due 0,3 O O +to 4,6 O O +the 7,10 O O +complex 11,18 O O +nature 19,25 O O +of 26,28 O O +the 29,32 O O +thermal 33,40 O B-Process +spray 41,46 O I-Process +process 47,54 O I-Process +, 54,55 O O +modelling 56,65 O B-Task +has 66,69 O O +been 70,74 O O +playing 75,82 O O +a 83,84 O O +key 85,88 O O +role 89,93 O O +in 94,96 O O +providing 97,106 O B-Task +some 107,111 O I-Task +key 112,115 O I-Task +insights 116,124 O I-Task +for 125,128 O I-Task +process 129,136 O I-Task +design 137,143 O I-Task +and 144,147 O I-Task +operations 148,158 O I-Task +. 158,159 O O + +The 160,163 O O +relationships 164,177 O O +among 178,183 O O +processing 184,194 O B-Process +conditions 195,205 O O +, 205,206 O O +particle 207,215 O O +characteristics 216,231 O O +, 231,232 O O +and 233,236 O O +the 237,240 O O +resulting 241,250 O O +coating 251,258 O B-Process +properties 259,269 O O +are 270,273 O O +nonlinear 274,283 O O +and 284,287 O O +might 288,293 O O +be 294,296 O O +difficult 297,306 O O +to 307,309 O O +be 310,312 O O +unravelled 313,323 O O +by 324,326 O O +the 327,330 O O +experimental 331,343 O B-Task +studies 344,351 O I-Task +alone 352,357 O O +( 358,359 O O +e.g. 359,363 O O +[ 364,365 O O +5–7 365,368 O O +] 368,369 O O +) 369,370 O O + +Detailed 371,379 O O +information 380,391 O O +on 392,394 O O +the 395,398 O O +atomic 399,405 O B-Process +level 406,411 O I-Process +changes 412,419 O I-Process +leading 420,427 O O +to 428,430 O O +changes 431,438 O O +observed 439,447 O O +at 448,450 O O +macroscale 451,461 O O +can 462,465 O O +appropriately 466,479 O O +be 480,482 O O +obtained 483,491 O O +by 492,494 O O +MD 495,497 O B-Process +simulation 498,508 O I-Process +and 509,512 O O +the 513,516 O O +effect 517,523 O O +of 524,526 O O +temperature 527,538 O O +and 539,542 O O +velocity 543,551 O O +can 552,555 O O +be 556,558 O O +determined 559,569 O O +more 570,574 O O +precisely 575,584 O O +. 584,585 O O + +In 586,588 O O +this 589,593 O O +work 594,598 O O +, 598,599 O O +relatively 600,610 O O +simpler 611,618 O O +spray 619,624 O B-Process +system 625,631 O I-Process +of 632,634 O O +copper 635,641 O B-Material +– 641,642 O I-Material +copper 642,648 O I-Material +particle 649,657 O I-Material +was 658,661 O O +simulated 662,671 O O +to 672,674 O O +obtain 675,681 O O +a 682,683 O O +better 684,690 O O +understanding 691,704 O O +of 705,707 O O +particle 708,716 O B-Process +recrystallization 717,734 O I-Process +and 735,738 O I-Process +solidification 739,753 O I-Process +, 753,754 O O +and 755,758 O O +deformation 759,770 O B-Process +mechanics 771,780 O O +and 781,784 O O +topography 785,795 O O +of 796,798 O O +the 799,802 O O +impacting 803,812 O O +particles 813,822 O B-Material +. 822,823 O O + +Using 824,829 O O +state 830,835 O O +- 835,836 O O +of 836,838 O O +- 838,839 O O +the 839,842 O O +- 842,843 O O +art 843,846 O O +methods 847,854 O O +to 855,857 O O +examine 858,865 O O +the 866,869 O O +physical 870,878 O O +mechanisms 879,889 O O +involved 890,898 O O +in 899,901 O O +the 902,905 O O +impacting 906,915 O O +behavior 916,924 O O +and 925,928 O O +structure 929,938 O O +– 938,939 O O +property 939,947 O O +relationship 948,960 O O +, 960,961 O O +it 962,964 O O +can 965,968 O O +be 969,971 O O +suggested 972,981 O O +that 982,986 O O +the 987,990 O O +consecutive 991,1002 O B-Process +layer 1003,1008 O I-Process +deposition 1009,1019 O I-Process +of 1020,1022 O O +particles 1023,1032 O B-Material +can 1033,1036 O O +better 1037,1043 O O +be 1044,1046 O O +understood 1047,1057 O O +by 1058,1060 O O +understanding 1061,1074 O B-Task +individual 1075,1085 O I-Task +particle 1086,1094 O I-Task +impacts 1095,1102 O I-Task +. 1102,1103 O O + +The 1104,1107 O O +particle 1108,1116 O B-Process +– 1116,1117 O I-Process +surface 1117,1124 O I-Process +interaction 1125,1136 O I-Process +mechanism 1137,1146 O I-Process +and 1147,1150 O O +its 1151,1154 O O +relation 1155,1163 O O +to 1164,1166 O O +Reynolds 1167,1175 O B-Process +number 1176,1182 O I-Process +can 1183,1186 O O +offer 1187,1192 O O +information 1193,1204 O O +on 1205,1207 O O +the 1208,1211 O O +quality 1212,1219 O O +of 1220,1222 O O +the 1223,1226 O O +coating 1227,1234 O B-Process +through 1235,1242 O O +its 1243,1246 O O +response 1247,1255 O O +to 1256,1258 O O +shock 1259,1264 O B-Process +heating 1265,1272 O I-Process +. 1272,1273 O O + +As 1274,1276 O O +a 1277,1278 O O +general 1279,1286 O O +practice 1287,1295 O O +, 1295,1296 O O +engineering 1297,1308 O B-Material +components 1309,1319 O I-Material +are 1320,1323 O O +thermally 1324,1333 O B-Process +sprayed 1334,1341 O I-Process +in 1342,1344 O O +a 1345,1346 O O +continuous 1347,1357 O O +multilayer 1358,1368 O O +mode 1369,1373 O O +with 1374,1378 O O +cooling 1379,1386 O B-Process +; 1386,1387 O O +therefore 1388,1397 O O +there 1398,1403 O O +is 1404,1406 O O +an 1407,1409 O O +opportunity 1410,1421 O O +for 1422,1425 O O +developing 1426,1436 O B-Task +richer 1437,1443 O I-Task +theoretical 1444,1455 O I-Task +models 1456,1462 O I-Task +for 1463,1466 O I-Task +single 1467,1473 O I-Task +or 1474,1476 O I-Task +multiple 1477,1485 O I-Task +particle 1486,1494 O I-Task +impact 1495,1501 O I-Task +in 1502,1504 O O +conjunction 1505,1516 O O +with 1517,1521 O O +actual 1522,1528 O O +spraying 1529,1537 O B-Task +tests 1538,1543 O I-Task +, 1543,1544 O O +so 1545,1547 O O +as 1548,1550 O O +to 1551,1553 O O +identify 1554,1562 O O +cohesive 1563,1571 O O +and 1572,1575 O O +adhesive 1576,1584 O O +strength 1585,1593 O O +, 1593,1594 O O +hardness 1595,1603 O O +and 1604,1607 O O +residual 1608,1616 O O +stresses 1617,1625 O O +. 1625,1626 O O + + +-DOCSTART- (S0927025614007137) + +Structural 0,10 O B-Material +adhesives 11,20 O I-Material +are 21,24 O O +increasingly 25,37 O O +used 38,42 O O +for 43,46 O O +bonding 47,54 O B-Material +components 55,65 O I-Material +within 66,72 O O +critical 73,81 O B-Material +load 82,86 O I-Material +bearing 87,94 O I-Material +engineering 95,106 O I-Material +structures 107,117 O I-Material +such 118,122 O O +as 123,125 O O +aerospace 126,135 O B-Material +and 136,139 O O +automotives 140,151 O B-Material +. 151,152 O O + +Typically 153,162 O O +these 163,168 O O +adhesives 169,178 O B-Material +are 179,182 O O +based 183,188 O O +on 189,191 O O +epoxy 192,197 O B-Material +polymers 198,206 O I-Material +. 206,207 O O + +Epoxies 208,215 O B-Material +are 216,219 O O +inherently 220,230 O O +brittle 231,238 O O +due 239,242 O O +to 243,245 O O +their 246,251 O O +homogeneous 252,263 O O +microstructure 264,278 O B-Material +and 279,282 O O +highly 283,289 O O +cross 290,295 O O +linked 296,302 O O +nature 303,309 O O +. 309,310 O O + +Thus 311,315 O O +, 315,316 O O +there 317,322 O O +has 323,326 O O +been 327,331 O O +much 332,336 O O +research 337,345 O O +focused 346,353 O O +on 354,356 O O +improving 357,366 O B-Task +the 367,370 O I-Task +fracture 371,379 O I-Task +toughness 380,389 O I-Task +of 390,392 O I-Task +epoxy 393,398 O I-Task +polymers 399,407 O I-Task +by 408,410 O O +incorporating 411,424 O B-Process +a 425,426 O I-Process +second 427,433 O I-Process +minority 434,442 O I-Process +phase 443,448 O I-Process +at 449,451 O I-Process +the 452,455 O I-Process +nano 456,460 O I-Process +- 460,461 O I-Process +scale 461,466 O I-Process +. 466,467 O O + +These 468,473 O O +modifiers 474,483 O O +fall 484,488 O O +into 489,493 O O +one 494,497 O O +of 498,500 O O +two 501,504 O O +main 505,509 O O +categories 510,520 O O +: 520,521 O O +inorganic 522,531 O B-Material +additives 532,541 O I-Material +, 541,542 O O +e.g. 543,547 O O +silica 548,554 O B-Material +[ 555,556 O O +1,2 556,559 O O +] 559,560 O O +, 560,561 O O +glass 562,567 O B-Material +[ 568,569 O O +3 569,570 O O +] 570,571 O O +, 571,572 O O +alumina 573,580 O B-Material +[ 581,582 O O +4 582,583 O O +] 583,584 O O +, 584,585 O O +nano 586,590 O B-Material +- 590,591 O I-Material +clays 591,596 O I-Material +[ 597,598 O O +5 598,599 O O +] 599,600 O O +and 601,604 O O +carbon 605,611 O B-Material +nanotubes 612,621 O I-Material +[ 622,623 O O +6,7 623,626 O O +] 626,627 O O +or 628,630 O O +organic 631,638 O B-Material +, 638,639 O O +usually 640,647 O O +rubber 648,654 O B-Material +particles 655,664 O I-Material +. 664,665 O O + +Rubbery 666,673 O B-Material +additives 674,683 O I-Material +can 684,687 O O +be 688,690 O O +either 691,697 O O +core 698,702 O B-Material +– 702,703 O I-Material +shell 703,708 O I-Material +rubber 709,715 O I-Material +particles 716,725 O I-Material +[ 726,727 O O +8–10 727,731 O O +] 731,732 O O +or 733,735 O O +can 736,739 O O +form 740,744 O O +during 745,751 O O +curing 752,758 O B-Process +via 759,762 O O +reaction 763,771 O B-Process +induced 772,779 O I-Process +phase 780,785 O I-Process +separation 786,796 O I-Process +mechanisms 797,807 O I-Process +[ 808,809 O O +11,12 809,814 O O +] 814,815 O O +. 815,816 O O + +The 817,820 O O +primary 821,828 O O +energy 829,835 O B-Process +dissipation 836,847 O I-Process +mechanisms 848,858 O I-Process +for 859,862 O O +rubber 863,869 O B-Material +toughened 870,879 O I-Material +epoxies 880,887 O I-Material +are 888,891 O O +known 892,897 O O +to 898,900 O O +be 901,903 O O +both 904,908 O O +plastic 909,916 O B-Process +void 917,921 O I-Process +growth 922,928 O I-Process +and 929,932 O O +shear 933,938 O B-Task +band 939,943 O I-Task +development 944,955 O I-Task +[ 956,957 O O +13 957,959 O O +] 959,960 O O +. 960,961 O O + +It 962,964 O O +has 965,968 O O +also 969,973 O O +been 974,978 O O +shown 979,984 O O +that 985,989 O O +a 990,991 O O +combination 992,1003 O O +of 1004,1006 O O +the 1007,1010 O O +above 1011,1016 O O +additives 1017,1026 O B-Material +to 1027,1029 O O +create 1030,1036 O O +a 1037,1038 O O +hybrid 1039,1045 O B-Material +material 1046,1054 O I-Material +can 1055,1058 O O +provide 1059,1066 O O +synergistic 1067,1078 O B-Process +toughening 1079,1089 O I-Process +effects 1090,1097 O I-Process +, 1097,1098 O O +e.g. 1099,1103 O O +carbon 1104,1110 O B-Material +nanotubes 1111,1120 O I-Material +and 1121,1124 O I-Material +silica 1125,1131 O I-Material +nanoparticles 1132,1145 O I-Material +[ 1146,1147 O O +14 1147,1149 O O +] 1149,1150 O O +or 1151,1153 O O +rubber 1154,1160 O B-Material +with 1161,1165 O I-Material +silica 1166,1172 O I-Material +nanoparticles 1173,1186 O I-Material +[ 1187,1188 O O +15–17 1188,1193 O O +] 1193,1194 O O +. 1194,1195 O O + + +-DOCSTART- (S0957417416301786) + +These 0,5 O O +results 6,13 O O +demonstrate 14,25 O O +that 26,30 O O +SW 31,33 O B-Process +- 33,34 O I-Process +SVR 34,37 O I-Process +predicts 38,46 O O +complicated 47,58 O O +micrometeorological 59,78 O B-Material +data 79,83 O I-Material +with 84,88 O O +the 89,92 O O +best 93,97 O O +prediction 98,108 O O +performance 109,120 O O +and 121,124 O O +the 125,128 O O +lowest 129,135 O O +computational 136,149 O O +complexity 150,160 O O +compared 161,169 O O +with 170,174 O O +standard 175,183 O B-Process +algorithms 184,194 O I-Process +. 194,195 O O + +In 196,198 O O +particular 199,209 O O +, 209,210 O O +we 211,213 O O +found 214,219 O O +that 220,224 O O +dynamic 225,232 O B-Process +aggregation 233,244 O I-Process +of 245,247 O I-Process +models 248,254 O I-Process +built 255,260 O O +from 261,265 O O +very 266,270 O O +little 271,277 O O +extracted 278,287 O O +data 288,292 O O +by 293,295 O O +D 296,297 O B-Process +- 297,298 O I-Process +SDC 298,301 O I-Process +is 302,304 O O +effective 305,314 O O +for 315,318 O O +compatibility 319,332 O O +of 333,335 O O +high 336,340 O O +prediction 341,351 O O +performance 352,363 O O +and 364,367 O O +low 368,371 O O +computational 372,385 O O +complexity 386,396 O O +. 396,397 O O + +However 398,405 O O +, 405,406 O O +there 407,412 O O +are 413,416 O O +problems 417,425 O O +to 426,428 O O +be 429,431 O O +solved 432,438 O O +in 439,441 O O +SW 442,444 O B-Process +- 444,445 O I-Process +SVR 445,448 O I-Process +. 448,449 O O + +Firstly 450,457 O O +, 457,458 O O +the 459,462 O O +prediction 463,473 O O +performance 474,485 O O +of 486,488 O O +SW 489,491 O B-Process +- 491,492 O I-Process +SVR 492,495 O I-Process +sometimes 496,505 O O +deteriorates 506,518 O O +despite 519,526 O O +an 527,529 O O +increase 530,538 O O +of 539,541 O O +training 542,550 O B-Material +data 551,555 O I-Material +. 555,556 O O + +In 557,559 O O +particular 560,570 O O +, 570,571 O O +this 572,576 O O +problem 577,584 O O +occurred 585,593 O O +under 594,599 O O +the 600,603 O O +conditions 604,614 O O +that 615,619 O O +prediction 620,630 O O +horizons 631,639 O O +are 640,643 O O +6 644,645 O O +h 646,647 O O +as 648,650 O O +shown 651,656 O O +in 657,659 O O +Fig 660,663 O O +. 663,664 O O + +3 665,666 O O +. 666,667 O O + +This 668,672 O O +is 673,675 O O +because 676,683 O O +data 684,688 O O +extracted 689,698 O O +by 699,701 O O +D 702,703 O B-Process +- 703,704 O I-Process +SDC 704,707 O I-Process +involves 708,716 O O +unnecessary 717,728 O O +training 729,737 O B-Material +data 738,742 O I-Material +for 743,746 O O +highly 747,753 O O +accurate 754,762 O O +prediction 763,773 O O +. 773,774 O O + +If 775,777 O O +D 778,779 O B-Process +- 779,780 O I-Process +SDC 780,783 O I-Process +extracts 784,792 O O +the 793,796 O O +same 797,801 O O +data 802,806 O O +as 807,809 O O +the 810,813 O O +extracted 814,823 O O +data 824,828 O O +when 829,833 O O +training 834,842 O O +periods 843,850 O O +are 851,854 O O +shorter 855,862 O O +, 862,863 O O +the 864,867 O O +prediction 868,878 O O +performance 879,890 O O +of 891,893 O O +SW 894,896 O B-Process +- 896,897 O I-Process +SVR 897,900 O I-Process +never 901,906 O O +deteriorates 907,919 O O +due 920,923 O O +to 924,926 O O +an 927,929 O O +increase 930,938 O O +of 939,941 O O +training 942,950 O B-Material +data 951,955 O I-Material +. 955,956 O O + +Therefore 957,966 O O +, 966,967 O O +we 968,970 O O +must 971,975 O O +review 976,982 O O +both 983,987 O O +feature 988,995 O O +mapping 996,1003 O O +and 1004,1007 O O +algorithms 1008,1018 O O +of 1019,1021 O O +D 1022,1023 O B-Process +- 1023,1024 O I-Process +SDC 1024,1027 O I-Process +so 1028,1030 O O +as 1031,1033 O O +to 1034,1036 O O +avoid 1037,1042 O O +extracting 1043,1053 O O +unnecessary 1054,1065 O O +training 1066,1074 O O +data 1075,1079 O O +. 1079,1080 O O + +Meanwhile 1081,1090 O O +, 1090,1091 O O +SW 1092,1094 O B-Process +- 1094,1095 O I-Process +SVR 1095,1098 O I-Process +is 1099,1101 O O +based 1102,1107 O O +on 1108,1110 O O +a 1111,1112 O O +combination 1113,1124 O B-Process +of 1125,1127 O I-Process +several 1128,1135 O I-Process +algorithms 1136,1146 O I-Process +: 1146,1147 O O +kernel 1148,1154 O B-Process +approximation 1155,1168 O I-Process +, 1168,1169 O O +PLS 1170,1173 O B-Process +regression 1174,1184 O I-Process +, 1184,1185 O O +k 1186,1187 O B-Process +- 1187,1188 O I-Process +means 1188,1193 O I-Process +, 1193,1194 O O +D 1195,1196 O B-Process +- 1196,1197 O I-Process +SDC 1197,1200 O I-Process +, 1200,1201 O O +and 1202,1205 O O +linear 1206,1212 O B-Process +SVR 1213,1216 O I-Process +. 1216,1217 O O + +Moreover 1218,1226 O O +, 1226,1227 O O +each 1228,1232 O O +algorithm 1233,1242 O O +has 1243,1246 O O +several 1247,1254 O O +parameters 1255,1265 O O +. 1265,1266 O O + +Therefore 1267,1276 O O +, 1276,1277 O O +SW 1278,1280 O B-Process +- 1280,1281 O I-Process +SVR 1281,1284 O I-Process +has 1285,1288 O O +more 1289,1293 O O +varied 1294,1300 O O +parameters 1301,1311 O O +, 1311,1312 O O +and 1313,1316 O O +it 1317,1319 O O +takes 1320,1325 O O +more 1326,1330 O O +time 1331,1335 O O +to 1336,1338 O O +tune 1339,1343 O B-Process +the 1344,1347 O I-Process +parameters 1348,1358 O I-Process +. 1358,1359 O O + +In 1360,1362 O O +this 1363,1367 O O +experiment 1368,1378 O O +, 1378,1379 O O +we 1380,1382 O O +used 1383,1387 O O +a 1388,1389 O O +grid 1390,1394 O B-Process +search 1395,1401 O I-Process +roughly 1402,1409 O O +so 1410,1412 O O +as 1413,1415 O O +to 1416,1418 O O +decide 1419,1425 O O +the 1426,1429 O O +parameters 1430,1440 O O +in 1441,1443 O O +a 1444,1445 O O +certain 1446,1453 O O +time 1454,1458 O O +. 1458,1459 O O + +However 1460,1467 O O +, 1467,1468 O O +there 1469,1474 O O +is 1475,1477 O O +still 1478,1483 O O +room 1484,1488 O O +for 1489,1492 O O +improvement 1493,1504 O O +in 1505,1507 O O +the 1508,1511 O O +prediction 1512,1522 O O +performance 1523,1534 O O +by 1535,1537 O O +using 1538,1543 O O +other 1544,1549 O O +approaches 1550,1560 O O +such 1561,1565 O O +as 1566,1568 O O +a 1569,1570 O O +genetic 1571,1578 O B-Process +algorithm 1579,1588 O I-Process +instead 1589,1596 O O +of 1597,1599 O O +a 1600,1601 O O +grid 1602,1606 O B-Process +search 1607,1613 O I-Process +( 1614,1615 O O +Huang 1615,1620 O O +& 1621,1622 O O +Wang 1623,1627 O O +, 1627,1628 O O +2006 1629,1633 O O +) 1633,1634 O O +. 1634,1635 O O + + +-DOCSTART- (S0957417416302561) + +•More 0,5 O O +efforts 6,13 O O +should 14,20 O O +be 21,23 O O +directed 24,32 O O +towards 33,40 O O +advancing 41,50 O O +the 51,54 O O +methods 55,62 O O +of 63,65 O O +feature 66,73 O B-Task +extraction 74,84 O I-Task +to 85,87 O O +overcome 88,96 O O +the 97,100 O O +influence 101,110 O O +of 111,113 O O +dynamic 114,121 O O +factors 122,129 O O +that 130,134 O O +limit 135,140 O O +the 141,144 O O +performance 145,156 O O +. 156,157 O O + +The 158,161 O O +use 162,165 O O +of 166,168 O O +advanced 169,177 O B-Process +machine 178,185 O I-Process +learning 186,194 O I-Process +methods 195,202 O I-Process +such 203,207 O O +as 208,210 O O +deep 211,215 O B-Process +neural 216,222 O I-Process +networks 223,231 O I-Process +and 232,235 O O +muscles 236,243 O B-Process +synergies 244,253 O I-Process +extraction 254,264 O I-Process +should 265,271 O O +also 272,276 O O +be 277,279 O O +investigated 280,292 O O +on 293,295 O O +problems 296,304 O O +under 305,310 O O +the 311,314 O O +influence 315,324 O O +of 325,327 O O +multiple 328,336 O O +dynamic 337,344 O O +factors 345,352 O O +as 353,355 O O +such 356,360 O O +methods 361,368 O O +may 369,372 O O +provide 373,380 O O +substantial 381,392 O O +improvements 393,405 O O +upon 406,410 O O +the 411,414 O O +utilized 415,423 O B-Process +time 424,428 O I-Process +- 428,429 O I-Process +and 429,432 O I-Process +- 432,433 O I-Process +frequency 433,442 O I-Process +EMG 443,446 O I-Process +feature 447,454 O I-Process +extraction 455,465 O I-Process +methods 466,473 O I-Process +( 474,475 O O +Diener 475,481 O O +, 481,482 O O +Janke 483,488 O O +, 488,489 O O +& 490,491 O O +Schultz 492,499 O O +, 499,500 O O +2015 501,505 O O +; 505,506 O O +Ison 507,511 O O +, 511,512 O O +Vujaklija 513,522 O O +, 522,523 O O +Whitsell 524,532 O O +, 532,533 O O +Farina 534,540 O O +, 540,541 O O +& 542,543 O O +Artemiadis 544,554 O O +, 554,555 O O +2016 556,560 O O +; 560,561 O O +Park 562,566 O O +& 567,568 O O +Lee 569,572 O O +, 572,573 O O +2016 574,578 O O +) 578,579 O O +. 579,580 O O + +Meanwhile 581,590 O O +, 590,591 O O +we 592,594 O O +showed 595,601 O O +that 602,606 O O +the 607,610 O O +performance 611,622 O B-Material +of 623,625 O O +the 626,629 O O +learning 630,638 O O +algorithms 639,649 O O +can 650,653 O O +be 654,656 O O +improved 657,665 O O +by 666,668 O O +using 669,674 O O +feature 675,682 O B-Process +extraction 683,693 O I-Process +methods 694,701 O I-Process +that 702,706 O O +rely 707,711 O O +on 712,714 O O +the 715,718 O O +angular 719,726 O O +information 727,738 O O +of 739,741 O O +muscle 742,748 O O +activation 749,759 O O +patterns 760,768 O O +. 768,769 O O + +Features 770,778 O B-Process +such 779,783 O O +as 784,786 O O +the 787,790 O O +TD 791,793 O B-Process +- 793,794 O I-Process +PSD 794,797 O I-Process +and 798,801 O O +the 802,805 O O +DFT 806,809 O B-Process +proved 810,816 O O +more 817,821 O O +successful 822,832 O O +than 833,837 O O +others 838,844 O O +in 845,847 O O +reducing 848,856 O B-Task +the 857,860 O I-Task +impact 861,867 O I-Task +of 868,870 O I-Task +the 871,874 O I-Task +two 875,878 O I-Task +dynamic 879,886 O I-Task +factors 887,894 O I-Task +that 895,899 O O +we 900,902 O O +considered 903,913 O O +in 914,916 O O +this 917,921 O O +paper 922,927 O O +. 927,928 O O + +Such 929,933 O O +features 934,942 O O +can 943,946 O O +be 947,949 O O +readily 950,957 O O +implemented 958,969 O O +into 970,974 O O +a 975,976 O O +prosthesis 977,987 O B-Process +controller 988,998 O I-Process +for 999,1002 O O +real 1003,1007 O B-Task +- 1007,1008 O I-Task +time 1008,1012 O I-Task +control 1013,1020 O I-Task +, 1020,1021 O O +especially 1022,1032 O O +that 1033,1037 O O +the 1038,1041 O O +EMG 1042,1045 O B-Process +pattern 1046,1053 O I-Process +recognition 1054,1065 O I-Process +systems 1066,1073 O I-Process +are 1074,1077 O O +nowadays 1078,1086 O O +becoming 1087,1095 O O +available 1096,1105 O O +for 1106,1109 O O +clinical 1110,1118 O B-Task +testing 1119,1126 O I-Task +, 1126,1127 O O +e.g. 1128,1132 O O +the 1133,1136 O O +COAPT 1137,1142 O B-Process +complete 1143,1151 O I-Process +control 1152,1159 O I-Process +system 1160,1166 O I-Process +( 1167,1168 O O +Kuiken 1168,1174 O O +et 1175,1177 O O +al 1178,1180 O O +. 1180,1181 O O +, 1181,1182 O O + +2014)11https://www.coaptengineering.com/. 1183,1224 O O + + +-DOCSTART- (S0957417416303773) + +In 0,2 O O +the 3,6 O O +recent 7,13 O O +years 14,19 O O +and 20,23 O O +mainly 24,30 O O +motivated 31,40 O O +by 41,43 O O +the 44,47 O O +impulse 48,55 O O +of 56,58 O O +data 59,63 O B-Task +mining 64,70 O I-Task +many 71,75 O O +methods 76,83 O O +for 84,87 O O +dimensionality 88,102 O B-Task +reduction 103,112 O I-Task +have 113,117 O O +arisen 118,124 O O +. 124,125 O O + +Within 126,132 O O +these 133,138 O O +, 138,139 O O +it 140,142 O O +is 143,145 O O +worth 146,151 O O +highlighting 152,164 O O +the 165,168 O O +Principal 169,178 O B-Material +Component 179,188 O I-Material +Analysis 189,197 O I-Material +method 198,204 O I-Material +( 205,206 O O +PCA 206,209 O B-Material +) 209,210 O O + +( 211,212 O O +Jolliffe 212,220 O O +, 220,221 O O +2002 222,226 O O +) 226,227 O O +. 227,228 O O + +In 229,231 O O +an 232,234 O O +N 235,236 O O +- 236,237 O O +dimensional 237,248 O O +vector 249,255 O O +space 256,261 O O +, 261,262 O O +the 263,266 O B-Material +simplest 267,275 O I-Material +version 276,283 O I-Material +of 284,286 O I-Material +PCA 287,290 O I-Material +( 291,292 O O +linear 292,298 O B-Material +PCA 299,302 O I-Material +) 302,303 O O +is 304,306 O O +a 307,308 O O +technique 309,318 O O +that 319,323 O O +finds 324,329 O B-Process +the 330,333 O I-Process +mutually 334,342 O I-Process +- 342,343 O I-Process +uncorrelated 343,355 O I-Process +vectors 356,363 O I-Process +onto 364,368 O O +which 369,374 O O +the 375,378 O B-Process +projection 379,389 O I-Process +of 390,392 O I-Process +the 393,396 O I-Process +samples 397,404 O I-Process +generates 405,414 O I-Process +the 415,418 O I-Process +highest 419,426 O I-Process +variances 427,436 O I-Process +. 436,437 O O + +The 438,441 O O +result 442,448 O O +is 449,451 O O +a 452,453 O B-Material +set 454,457 O I-Material +of 458,460 O I-Material +orthogonal 461,471 O I-Material +vectors 472,479 O I-Material +sorted 480,486 O O +in 487,489 O O +descending 490,500 O O +order 501,506 O O +of 507,509 O O +achieved 510,518 O O +variance 519,527 O O +. 527,528 O O + +The 529,532 O O +first 533,538 O O +of 539,541 O O +these 542,547 O O +vectors 548,555 O O +is 556,558 O O +that 559,563 O O +onto 564,568 O O +which 569,574 O O +the 575,578 O B-Process +variance 579,587 O I-Process +of 588,590 O I-Process +the 591,594 O I-Process +projection 595,605 O I-Process +of 606,608 O I-Process +the 609,612 O I-Process +samples 613,620 O I-Process +is 621,623 O I-Process +maximum 624,631 O I-Process +. 631,632 O O + +In 633,635 O O +this 636,640 O O +sense 641,646 O O +, 646,647 O O +the 648,651 O O +original 652,660 O O +KPIs 661,665 O O +constitute 666,676 O O +the 677,680 O O +N 681,682 O B-Material +- 682,683 O I-Material +dimensional 683,694 O I-Material +vector 695,701 O I-Material +space 702,707 O I-Material +basis 708,713 O I-Material +, 713,714 O O +whereas 715,722 O O +the 723,726 O O +N^ 727,729 O B-Material +synthetic 730,739 O I-Material +KPIs 740,744 O I-Material +represent 745,754 O O +the 755,758 O O +orthogonal 759,769 O O +vectors 770,777 O O +with 778,782 O O +the 783,786 O O +highest 787,794 O O +variance 795,803 O O +. 803,804 O O + +To 805,807 O O +be 808,810 O O +rigorous 811,819 O O +, 819,820 O O +up 821,823 O B-Task +to 824,826 O I-Task +N 827,828 O I-Task +synthetic 829,838 O I-Task +orthogonal 839,849 O I-Task +KPIs 850,854 O I-Task +may 855,858 O O +be 859,861 O O +computed 862,870 O O +. 870,871 O O + +However 872,879 O O +, 879,880 O O +only 881,885 O O +a 886,887 O O +small 888,893 O O +set 894,897 O O +of 898,900 O O +them 901,905 O O +, 905,906 O O +the 907,910 O B-Material +first 911,916 O I-Material +N^ 917,919 O I-Material +, 919,920 O O +is 921,923 O O +enough 924,930 O O +to 931,933 O O +account 934,941 O O +for 942,945 O O +most 946,950 O O +of 951,953 O O +the 954,957 O O +variance 958,966 O O +of 967,969 O O +the 970,973 O O +data 974,978 O O +. 978,979 O O + + +-DOCSTART- (S0963869514000863) + +EM 0,2 O B-Material +sensors 3,10 O I-Material +exploit 11,18 O O +the 19,22 O O +difference 23,33 O B-Task +in 34,36 O I-Task +magnetic 37,45 O I-Task +properties 46,56 O I-Task +, 56,57 O O +such 58,62 O O +as 63,65 O O +relative 66,74 O B-Task +permeability 75,87 O I-Task +, 87,88 O O +and 89,92 O O +electrical 93,103 O B-Task +conductivity 104,116 O I-Task +between 117,124 O O +samples 125,132 O O +with 133,137 O O +different 138,147 O O +microstructural 148,163 O B-Task +phase 164,169 O I-Task +balances 170,178 O I-Task +. 178,179 O O + +In 180,182 O O +ferromagnetic 183,196 O B-Material +steels 197,203 O I-Material +, 203,204 O O +the 205,208 O O +change 209,215 O O +in 216,218 O O +relative 219,227 O B-Task +permeability 228,240 O I-Task +has 241,244 O O +a 245,246 O O +significant 247,258 O O +effect 259,265 O O +. 265,266 O O + +Previously 267,277 O O +, 277,278 O O +multi 279,284 O B-Material +- 284,285 O I-Material +frequency 285,294 O I-Material +EM 295,297 O I-Material +sensors 298,305 O I-Material +have 306,310 O O +been 311,315 O O +shown 316,321 O O +to 322,324 O O +be 325,327 O O +able 328,332 O O +to 333,335 O O +measure 336,343 O O +austenite 344,353 O O +/ 353,354 O O +ferrite 354,361 O O +fraction 362,370 O O +from 371,375 O O +0 376,377 O O +% 377,378 O O +to 379,381 O O +100 382,385 O O +% 385,386 O O +in 387,389 O O +model 390,395 O O +( 396,397 O O +HIPped 397,403 O O +austenitic 404,414 O O +/ 414,415 O O +ferritc 415,422 O O +stainless 423,432 O B-Material +steel 433,438 O I-Material +powder 439,445 O I-Material +) 445,446 O O +alloys 447,453 O O +[ 454,455 O O +7,8 455,458 O O +] 458,459 O O +. 459,460 O O + +The 461,464 O O +large 465,470 O O +difference 471,481 O B-Process +in 482,484 O I-Process +magnetic 485,493 O I-Process +properties 494,504 O I-Process +of 505,507 O O +ferrite 508,515 O B-Process +( 516,517 O O +ferromagnetic 517,530 O B-Process +) 530,531 O O +and 532,535 O O +austenite 536,545 O B-Process +( 546,547 O O +paramagnetic 547,559 O B-Process +) 559,560 O O +phases 561,567 O O +makes 568,573 O O +the 574,577 O O +change 578,584 O O +in 585,587 O O +signal 588,594 O O +large 595,600 O O +and 601,604 O O +hence 605,610 O O +relatively 611,621 O O +easy 622,626 O O +to 627,629 O O +measure 630,637 O O +. 637,638 O O + +EM 639,641 O B-Material +sensors 642,649 O I-Material +have 650,654 O O +also 655,659 O O +measured 660,668 O O +the 669,672 O O +levels 673,679 O O +of 680,682 O O +decarburisation 683,698 O B-Task +( 699,700 O O +variation 700,709 O B-Task +in 710,712 O I-Task +ferrite 713,720 O I-Task +content 721,728 O I-Task +with 729,733 O I-Task +depth 734,739 O I-Task +) 739,740 O O +in 741,743 O O +steel 744,749 O B-Material +rod 750,753 O I-Material +[ 754,755 O O +9,10 755,759 O O +] 759,760 O O +. 760,761 O O + +The 762,765 O O +approach 766,774 O O +adopted 775,782 O O +to 783,785 O O +relate 786,792 O O +the 793,796 O O +overall 797,804 O O +steel 805,810 O B-Material +EM 811,813 O B-Process +sensor 814,820 O I-Process +signal 821,827 O I-Process +to 828,830 O O +its 831,834 O O +microstructure 835,849 O O +has 850,853 O O +been 854,858 O O +to 859,861 O O +construct 862,871 O O +a 872,873 O O +finite 874,880 O B-Process +element 881,888 O I-Process +( 889,890 O O +FE 890,892 O B-Process +) 892,893 O O +model 894,899 O O +for 900,903 O O +the 904,907 O O +microstructure 908,922 O O +( 923,924 O O +phase 924,929 O O +, 929,930 O O +region 931,937 O O +size 938,942 O O +and 943,946 O O +distribution 947,959 O O +) 959,960 O O +. 960,961 O O + +The 962,965 O O +EM 966,968 O B-Process +properties 969,979 O I-Process +of 980,982 O I-Process +the 983,986 O I-Process +individual 987,997 O I-Process +phases 998,1004 O I-Process +are 1005,1008 O O +assigned 1009,1017 O O +to 1018,1020 O O +those 1021,1026 O O +regions 1027,1034 O O +to 1035,1037 O O +give 1038,1042 O O +the 1043,1046 O O +overall 1047,1054 O B-Process +EM 1055,1057 O I-Process +properties 1058,1068 O I-Process +of 1069,1071 O O +the 1072,1075 O O +steel 1076,1081 O B-Material +. 1081,1082 O O + +Within 1083,1089 O O +the 1090,1093 O O +model 1094,1099 O O +the 1100,1103 O O +particular 1104,1114 O B-Process +sensor 1115,1121 O I-Process +geometry 1122,1130 O I-Process +is 1131,1133 O O +included 1134,1142 O O +( 1143,1144 O O +e.g. 1144,1148 O O +two 1149,1152 O O +- 1152,1153 O O +dimensional 1153,1164 O O +axisymmetric 1165,1177 O O +for 1178,1181 O O +a 1182,1183 O O +cylindrical 1184,1195 O B-Material +sample 1196,1202 O I-Material +and 1203,1206 O O +tubular 1207,1214 O B-Material +sensor 1215,1221 O I-Material +[ 1222,1223 O O +10 1223,1225 O O +] 1225,1226 O O +) 1226,1227 O O +and 1228,1231 O O +the 1232,1235 O O +interaction 1236,1247 O O +with 1248,1252 O O +the 1253,1256 O O +steel 1257,1262 O B-Material +and 1263,1266 O O +any 1267,1270 O O +external 1271,1279 O B-Material +circuits 1280,1288 O I-Material +predicted 1289,1298 O O +. 1298,1299 O O + +In 1300,1302 O O +this 1303,1307 O O +way 1308,1311 O O +different 1312,1321 O O +microstructures 1322,1337 O B-Material +and 1338,1341 O O +sensor 1342,1348 O B-Material +designs 1349,1356 O O +can 1357,1360 O O +be 1361,1363 O O +compared 1364,1372 O O +. 1372,1373 O O + + +-DOCSTART- (S0997754612001318) + +Many 0,4 O O +applications 5,17 O O +in 18,20 O O +fluid 21,26 O B-Task +mechanics 27,36 O I-Task +have 37,41 O O +shown 42,47 O O +that 48,52 O O +surface 53,60 O B-Process +suction 61,68 O I-Process +can 69,72 O O +be 73,75 O O +used 76,80 O O +as 81,83 O O +an 84,86 O O +effective 87,96 O O +flow 97,101 O B-Process +- 101,102 O I-Process +control 102,109 O I-Process +mechanism 110,119 O I-Process +. 119,120 O O + +For 121,124 O O +example 125,132 O O +, 132,133 O O +Gregory 134,141 O O +and 142,145 O O +Walker 146,152 O O +[ 153,154 O O +1 154,155 O O +] 155,156 O O +discuss 157,164 O O +how 165,168 O O +the 169,172 O O +introduction 173,185 O O +of 186,188 O O +suction 189,196 O O +extends 197,204 O O +the 205,208 O O +laminar 209,216 O O +- 216,217 O O +flow 217,221 O O +region 222,228 O O +over 229,233 O O +a 234,235 O O +swept 236,241 O B-Material +wing 242,246 O I-Material +by 247,249 O O +reducing 250,258 O B-Task +the 259,262 O I-Task +thickness 263,272 O I-Task +of 273,275 O I-Task +the 276,279 O I-Task +boundary 280,288 O I-Task +layer 289,294 O I-Task +and 295,298 O I-Task +the 299,302 O I-Task +magnitude 303,312 O I-Task +of 313,315 O I-Task +crossflow 316,325 O I-Task +velocity 326,334 O I-Task +. 334,335 O O + +Conclusions 336,347 O O +for 348,351 O O +the 352,355 O O +swept 356,361 O B-Process +- 361,362 O I-Process +wing 362,366 O I-Process +flow 367,371 O I-Process +arose 372,377 O O +from 378,382 O O +equivalent 383,393 O O +studies 394,401 O O +of 402,404 O O +the 405,408 O O +von 409,412 O O +Kármán 413,419 O O +( 420,421 O O +rotating 421,429 O B-Material +disk 430,434 O I-Material +) 434,435 O O +flow 436,440 O O +( 441,442 O O +see 442,445 O O +Gregory 446,453 O O +and 454,457 O O +Walker 458,464 O O +[ 465,466 O O +2 466,467 O O +] 467,468 O O +, 468,469 O O +Stuart 470,476 O O +[ 477,478 O O +3 478,479 O O +] 479,480 O O +) 480,481 O O +and 482,485 O O +work 486,490 O O +has 491,494 O O +since 495,500 O O +continued 501,510 O O +into 511,515 O O +this 516,520 O O +and 521,524 O O +related 525,532 O O +flows 533,538 O O +using 539,544 O O +numerical 545,554 O B-Process +and 555,558 O I-Process +asymptotic 559,569 O I-Process +approaches 570,580 O I-Process +( 581,582 O O +see 582,585 O O +Ockendon 586,594 O O +[ 595,596 O O +4 596,597 O O +] 597,598 O O +, 598,599 O O +Dhanak 600,606 O O +[ 607,608 O O +5 608,609 O O +] 609,610 O O +, 610,611 O O +Bassom 612,618 O O +and 619,622 O O +Seddougui 623,632 O O +[ 633,634 O O +6 634,635 O O +] 635,636 O O +, 636,637 O O +Lingwood 638,646 O O +[ 647,648 O O +7 648,649 O O +] 649,650 O O +, 650,651 O O +Turkyilmazoglu 652,666 O O +[ 667,668 O O +8 668,669 O O +] 669,670 O O +, 670,671 O O +Lingwood 672,680 O O +and 681,684 O O +Garrett 685,692 O O +[ 693,694 O O +9 694,695 O O +] 695,696 O O +, 696,697 O O +for 698,701 O O +example 702,709 O O +) 709,710 O O +. 710,711 O O + +The 712,715 O O +literature 716,726 O O +shows 727,732 O O +that 733,737 O O +increasing 738,748 O B-Process +suction 749,756 O I-Process +has 757,760 O O +a 761,762 O O +stabilising 763,774 O O +effect 775,781 O O +on 782,784 O O +the 785,788 O O +general 789,796 O O +class 797,802 O O +of 803,805 O O +“ 806,807 O B-Process +Bödewadt 807,815 O I-Process +, 815,816 O I-Process +Ekman 817,822 O I-Process +and 823,826 O I-Process +von 827,830 O I-Process +Kármán 831,837 O I-Process +” 837,838 O I-Process +( 839,840 O I-Process +BEK 840,843 O I-Process +) 843,844 O I-Process +flows 845,850 O I-Process +which 851,856 O O +results 857,864 O O +in 865,867 O O +an 868,870 O O +increase 871,879 O B-Process +in 880,882 O I-Process +critical 883,891 O I-Process +Reynolds 892,900 O I-Process +numbers 901,908 O I-Process +for 909,912 O O +the 913,916 O O +onset 917,922 O O +of 923,925 O O +convective 926,936 O O +and 937,940 O O +absolute 941,949 O O +instabilities 950,963 O O +, 963,964 O O +a 965,966 O O +narrowing 967,976 O B-Process +in 977,979 O I-Process +the 980,983 O I-Process +range 984,989 O I-Process +of 990,992 O I-Process +unstable 993,1001 O I-Process +parameters 1002,1012 O I-Process +and 1013,1016 O O +a 1017,1018 O O +decrease 1019,1027 O B-Process +in 1028,1030 O I-Process +amplification 1031,1044 O I-Process +rates 1045,1050 O I-Process +of 1051,1053 O O +the 1054,1057 O O +unstable 1058,1066 O O +convective 1067,1077 O O +modes 1078,1083 O O +. 1083,1084 O O + +The 1085,1088 O O +convective 1089,1099 O B-Process +instability 1100,1111 O I-Process +results 1112,1119 O O +are 1120,1123 O O +interpreted 1124,1135 O O +in 1136,1138 O O +terms 1139,1144 O O +of 1145,1147 O O +a 1148,1149 O O +delay 1150,1155 O O +in 1156,1158 O O +the 1159,1162 O O +onset 1163,1168 O O +of 1169,1171 O O +spiral 1172,1178 O B-Material +vortices 1179,1187 O I-Material +, 1187,1188 O O +and 1189,1192 O O +the 1193,1196 O O +absolute 1197,1205 O B-Process +instability 1206,1217 O I-Process +results 1218,1225 O O +in 1226,1228 O O +terms 1229,1234 O O +of 1235,1237 O O +the 1238,1241 O O +onset 1242,1247 O O +of 1248,1250 O O +laminar 1251,1258 O B-Process +- 1258,1259 O I-Process +turbulent 1259,1268 O I-Process +transition 1269,1279 O I-Process +( 1280,1281 O O +Lingwood 1281,1289 O O +[ 1290,1291 O O +7,10,11 1291,1298 O O +] 1298,1299 O O +) 1299,1300 O O +. 1300,1301 O O + + +-DOCSTART- (S1071581916300854) + +We 0,2 O O +have 3,7 O O +developed 8,17 O O +a 18,19 O O +systematic 20,30 O O +, 30,31 O O +quantified 32,42 O O +understanding 43,56 O O +of 57,59 O O +a 60,61 O O +specific 62,70 O O +problem 71,78 O O +: 78,79 O O +the 80,83 O O +design 84,90 O B-Task +of 91,93 O I-Task +mobile 94,100 O I-Task +- 100,101 O I-Task +friendly 101,109 O I-Task +unique 110,116 O I-Task +identifiers 117,128 O I-Task +. 128,129 O O + +But 130,133 O O +our 134,137 O O +results 138,145 O O +also 146,150 O O +apply 151,156 O O +to 157,159 O O +the 160,163 O O +design 164,170 O B-Task +of 171,173 O I-Task +other 174,179 O I-Task +text 180,184 O I-Task +- 184,185 O I-Task +based 185,190 O I-Task +services 191,199 O I-Task +. 199,200 O O + +There 201,206 O O +has 207,210 O O +been 211,215 O O +a 216,217 O O +trend 218,223 O O +toward 224,230 O O +bespoke 231,238 O B-Material +and 239,242 O I-Material +adaptive 243,251 O I-Material +keyboards 252,261 O I-Material +( 262,263 O O +e.g. 263,267 O O +, 267,268 O O +Dunlop 269,275 O O +and 276,279 O O +Levine 280,286 O O +, 286,287 O O +2012 288,292 O O +; 292,293 O O +Karrenbauer 294,305 O O +and 306,309 O O +Oulasvirta 310,320 O O +, 320,321 O O +2014 322,326 O O +; 326,327 O O +Leiva 328,333 O O +et 334,336 O O +al 337,339 O O +. 339,340 O O +, 340,341 O O +2015 342,346 O O +; 346,347 O O +Wiseman 348,355 O O +et 356,358 O O +al 359,361 O O +. 361,362 O O +, 362,363 O O +2013 364,368 O O +) 368,369 O O +. 369,370 O O + +More 371,375 O O +often 376,381 O O +than 382,386 O O +not 387,390 O O +, 390,391 O O +though 392,398 O O +, 398,399 O O +input 400,405 O B-Material +devices 406,413 O I-Material +are 414,417 O O +a 418,419 O O +fixed 420,425 O O +constraint 426,436 O O +in 437,439 O O +the 440,443 O O +design 444,450 O B-Task +of 451,453 O I-Task +a 454,455 O I-Task +service 456,463 O I-Task +. 463,464 O O + +Most 465,469 O O +users 470,475 O O +are 476,479 O O +typing 480,486 O O +on 487,489 O O +the 490,493 O O +keyboard 494,502 O O +that 503,507 O O +came 508,512 O O +with 513,517 O O +their 518,523 O O +phone 524,529 O O +. 529,530 O O + +Those 531,536 O O +keyboards 537,546 O O +have 547,551 O O +advantages 552,562 O O +, 562,563 O O +limitations 564,575 O O +and 576,579 O O +quirks 580,586 O O +. 586,587 O O + +The 588,591 O O +mode 592,596 O B-Process +- 596,597 O I-Process +switching 597,606 O I-Process +that 607,611 O O +most 612,616 O O +touchscreen 617,628 O O +keyboards 629,638 O O +require 639,646 O O +to 647,649 O O +reach 650,655 O O +numbers 656,663 O O +and 664,667 O O +capital 668,675 O O +letters 676,683 O O +is 684,686 O O +at 687,689 O O +the 690,693 O O +root 694,698 O O +of 699,701 O O +design 702,708 O O +improvements 709,721 O O +we 722,724 O O +propose 725,732 O O +in 733,735 O O +this 736,740 O O +paper 741,746 O O +. 746,747 O O + +When 748,752 O O +designing 753,762 O B-Task +services 763,771 O I-Task +, 771,772 O O +it 773,775 O O +is 776,778 O O +vital 779,784 O O +to 785,787 O O +be 788,790 O O +aware 791,796 O O +of 797,799 O O +the 800,803 O O +fixed 804,809 O O +constraints 810,821 O O +of 822,824 O O +a 825,826 O O +system 827,833 O O +and 834,837 O O +to 838,840 O O +then 841,845 O O +focus 846,851 O O +on 852,854 O O +the 855,858 O O +aspects 859,866 O O +of 867,869 O O +a 870,871 O O +service 872,879 O O +'s 879,881 O O +design 882,888 O O +that 889,893 O O +can 894,897 O O +be 898,900 O O +controlled 901,911 O O +. 911,912 O O + +Making 913,919 O O +changes 920,927 O O +to 928,930 O O +input 931,936 O O +data 937,941 O O +in 942,944 O O +this 945,949 O O +way 950,953 O O +is 954,956 O O +a 957,958 O O +cheap 959,964 O O +, 964,965 O O +quick 966,971 O O +and 972,975 O O +easy 976,980 O O +way 981,984 O O +to 985,987 O O +improve 988,995 O O +user 996,1000 O O +experience 1001,1011 O O +. 1011,1012 O O + + +-DOCSTART- (S1361841516300342) + +Probabilistic 0,13 O B-Process +and 14,17 O I-Process +stochastic 18,28 O I-Process +approaches 29,39 O I-Process +can 40,43 O O +facilitate 44,54 O O +the 55,58 O O +search 59,65 O B-Task +for 66,69 O I-Task +local 70,75 O I-Task +and 76,79 O I-Task +global 80,86 O I-Task +optima 87,93 O I-Task +. 93,94 O O + +Evolutionary 95,107 O B-Process +algorithms 108,118 O I-Process +, 118,119 O O +such 120,124 O O +as 125,127 O O +genetic 128,135 O B-Process +population 136,146 O I-Process +( 147,148 O O +Jomier 148,154 O O +et 155,157 O O +al 158,160 O O +. 160,161 O O +, 161,162 O O +2006 163,167 O O +; 167,168 O O +Rivest 169,175 O O +- 175,176 O O +Henault 176,183 O O +et 184,186 O O +al 187,189 O O +. 189,190 O O +, 190,191 O O +2012 192,196 O O +; 196,197 O O +Ruijters 198,206 O O +et 207,209 O O +al 210,212 O O +. 212,213 O O +, 213,214 O O +2009 215,219 O O +) 219,220 O O +, 220,221 O O +are 222,225 O O +considered 226,236 O O +as 237,239 O O +a 240,241 O O +strategy 242,250 O O +that 251,255 O O +is 256,258 O O +“ 259,260 O O +less 260,264 O O +likely 265,271 O O +to 272,274 O O +get 275,278 O O +stuck 279,284 O O +in 285,287 O O +a 288,289 O O +local 290,295 O O +optimum 296,303 O O +” 303,304 O O +( 305,306 O O +Ruijters 306,314 O O +et 315,317 O O +al 318,320 O O +. 320,321 O O +, 321,322 O O +2009 323,327 O O +) 327,328 O O +. 328,329 O O + +A 330,331 O O +cost 332,336 O B-Material +function 337,345 O I-Material +consisting 346,356 O O +of 357,359 O O +the 360,363 O O +“ 364,365 O O +sum 365,368 O O +of 369,371 O O +the 372,375 O O +Gaussian 376,384 O O +- 384,385 O O +blurred 385,392 O O +intensity 393,402 O O +values 403,409 O O +in 410,412 O O +the 413,416 O O +[ 417,418 O O +DSA 418,421 O O +] 421,422 O O +at 423,425 O O +the 426,429 O O +projected 430,439 O O +model 440,445 O O +points 446,452 O O + +” 452,453 O O + +( 454,455 O O +Jomier 455,461 O O +et 462,464 O O +al 465,467 O O +. 467,468 O O +, 468,469 O O +2006 470,474 O O +) 474,475 O O +is 476,478 O O +optimized 479,488 O O +using 489,494 O O +a 495,496 O O +genetic 497,504 O B-Process +algorithm 505,514 O I-Process +optimizer 515,524 O I-Process +. 524,525 O O + +Other 526,531 O O +authors 532,539 O O +“ 540,541 O O +use 541,544 O O +the 545,548 O O +Condensation 549,561 O B-Process +form 562,566 O I-Process +of 567,569 O I-Process +sequential 570,580 O I-Process +Monte 581,586 O I-Process +Carlo 587,592 O I-Process +sampling 593,601 O I-Process +to 602,604 O O +estimate 605,613 O B-Task +a 614,615 O I-Task +cost 616,620 O I-Task +function 621,629 O I-Task +gradient 630,638 O I-Task +” 638,639 O O + +( 640,641 O O +Florin 641,647 O O +et 648,650 O O +al 651,653 O O +. 653,654 O O +, 654,655 O O +2005 656,660 O O +) 660,661 O O +for 662,665 O O +finding 666,673 O O +the 674,677 O O +global 678,684 O O +minimum 685,692 O O +. 692,693 O O + +Besides 694,701 O O +, 701,702 O O +the 703,706 O O +Kalman 707,713 O B-Process +filter 714,720 O I-Process +is 721,723 O O +successfully 724,736 O O +adopted 737,744 O O +( 745,746 O O +Curwen 746,752 O O +et 753,755 O O +al 756,758 O O +. 758,759 O O +, 759,760 O O +1994 761,765 O O +; 765,766 O O +Feldmar 767,774 O O +et 775,777 O O +al 778,780 O O +. 780,781 O O +, 781,782 O O +1997 783,787 O O +; 787,788 O O +Toledo 789,795 O O +et 796,798 O O +al 799,801 O O +. 801,802 O O +, 802,803 O O +1998 804,808 O O +) 808,809 O O +. 809,810 O O + + +-DOCSTART- (S1361841516300822) + +For 0,3 O O +all 4,7 O O +volunteers 8,18 O O +the 19,22 O O +AAMM 23,27 O B-Task +technique 28,37 O I-Task +significantly 38,51 O O +( 52,53 O O +p 53,54 O O +< 55,56 O O +0.01 57,61 O O +) 61,62 O O +outperformed 63,75 O O +the 76,79 O O +other 80,85 O O +two 86,89 O O +methods 90,97 O O +in 98,100 O O +all 101,104 O O +of 105,107 O O +the 108,111 O O +intervals 112,121 O O +as 122,124 O O +can 125,128 O O +be 129,131 O O +seen 132,136 O O +by 137,139 O O +comparing 140,149 O O +to 150,152 O O +the 153,156 O O +error 157,162 O B-Material +curves 163,169 O I-Material +shown 170,175 O O +in 176,178 O O +Fig 179,182 O O +. 182,183 O O + +8 184,185 O O +and 186,189 O O +the 190,193 O O +figures 194,201 O O +in 202,204 O O +Table 205,210 O O +1 211,212 O O +in 213,215 O O +the 216,219 O O +supplementary 220,233 O O +materials 234,243 O O +. 243,244 O O + +Significance 245,257 O O +was 258,261 O O +assessed 262,270 O O +using 271,276 O O +a 277,278 O O +1-tailed 279,287 O B-Process +Wilcoxon 288,296 O I-Process +signed 297,303 O I-Process +rank 304,308 O I-Process +test 309,313 O I-Process +since 314,319 O O +the 320,323 O O +error 324,329 O O +distributions 330,343 O O +were 344,348 O O +generally 349,358 O O +not 359,362 O O +symmetric 363,372 O O +. 372,373 O O + +The 374,377 O O +estimation 378,388 O O +errors 389,395 O O +for 396,399 O O +AAMM 400,404 O B-Task +and 405,408 O O +its 409,412 O O +non 413,416 O O +- 416,417 O O +adaptive 417,425 O O +counterpart 426,437 O O +, 437,438 O O +AAMM 439,443 O B-Task +( 444,445 O I-Task +no 445,447 O I-Task +adapt 448,453 O I-Task +. 453,454 O I-Task +) 454,455 O I-Task +, 455,456 O O +were 457,461 O O +similar 462,469 O O +in 470,472 O O +the 473,476 O O +beginning 477,486 O O +of 487,489 O O +the 490,493 O O +application 494,505 O O +phase 506,511 O O +, 511,512 O O +but 513,516 O O +as 517,519 O O +anticipated 520,531 O O +, 531,532 O O +as 533,535 O O +the 536,539 O O +application 540,551 O O +phase 552,557 O O +went 558,562 O O +on 563,565 O O +, 565,566 O O +the 567,570 O O +AAMM 571,575 O B-Task +technique 576,585 O I-Task +continually 586,597 O O +improved 598,606 O O +its 607,610 O O +accuracy 611,619 O O +by 620,622 O O +incorporating 623,636 O O +more 637,641 O O +and 642,645 O O +more 646,650 O O +data 651,655 O O +into 656,660 O O +the 661,664 O O +model 665,670 O O +. 670,671 O O + +On 672,674 O O +average 675,682 O O +the 683,686 O O +motion 687,693 O B-Material +estimation 694,704 O I-Material +of 705,707 O O +AAMM 708,712 O B-Task +improved 713,721 O O +by 722,724 O O +22.94 725,730 O O +% 730,731 O O +in 732,734 O O +T5 735,737 O O +with 738,742 O O +respect 743,750 O O +to 751,753 O O +its 754,757 O O +non 758,761 O O +- 761,762 O O +adaptive 762,770 O O +counterpart 771,782 O O +. 782,783 O O + +However 784,791 O O +, 791,792 O O +the 793,796 O O +method 797,803 O O +has 804,807 O O +already 808,815 O O +significantly 816,829 O O +adapted 830,837 O O +to 838,840 O O +the 841,844 O O +breathing 845,854 O O +pattern 855,862 O O +in 863,865 O O +T2 866,868 O O +, 868,869 O O +i.e. 870,874 O O +after 875,880 O O +between 881,888 O O +3 889,890 O O +and 891,894 O O +7 895,896 O O +min 897,900 O O +of 901,903 O O +imaging 904,911 O B-Process +, 911,912 O O +where 913,918 O O +motion 919,925 O B-Material +estimations 926,937 O I-Material +where 938,943 O O +on 944,946 O O +average 947,954 O O +16.87 955,960 O O +% 960,961 O O +more 962,966 O O +accurate 967,975 O O +than 976,980 O O +at 981,983 O O +the 984,987 O O +beginning 988,997 O O +of 998,1000 O O +the 1001,1004 O O +adaptation 1005,1015 O O +phase 1016,1021 O O +. 1021,1022 O O + +By 1023,1025 O O +visually 1026,1034 O O +inspecting 1035,1045 O O +the 1046,1049 O O +curves 1050,1056 O O +for 1057,1060 O O +AAMM 1061,1065 O B-Task +in 1066,1068 O O +Fig 1069,1072 O O +. 1072,1073 O O + +8 1074,1075 O O +it 1076,1078 O O +can 1079,1082 O O +be 1083,1085 O O +seen 1086,1090 O O +that 1091,1095 O O +for 1096,1099 O O +many 1100,1104 O O +volunteers 1105,1115 O O +( 1116,1117 O O +in 1117,1119 O O +particular 1120,1130 O O +volunteers 1131,1141 O O +A 1142,1143 O O +, 1143,1144 O O +D 1145,1146 O O +, 1146,1147 O O +E 1148,1149 O O +, 1149,1150 O O +and 1151,1154 O O +F 1155,1156 O O +) 1156,1157 O O +the 1158,1161 O O +error 1162,1167 O B-Material +curves 1168,1174 O I-Material +start 1175,1180 O O +to 1181,1183 O O +flatten 1184,1191 O O +approximately 1192,1205 O O +around 1206,1212 O O +the 1213,1216 O O +7 1217,1218 O O +min 1219,1222 O O +mark 1223,1227 O O +. 1227,1228 O O + +From 1229,1233 O O +this 1234,1238 O O +it 1239,1241 O O +can 1242,1245 O O +be 1246,1248 O O +concluded 1249,1258 O O +that 1259,1263 O O +a 1264,1265 O O +longer 1266,1272 O O +calibration 1273,1284 O B-Process +scan 1285,1289 O I-Process +of 1290,1292 O O +around 1293,1299 O O +12 1300,1302 O O +min 1303,1306 O O +would 1307,1312 O O +be 1313,1315 O O +optimal 1316,1323 O O +, 1323,1324 O O +that 1325,1329 O O +is 1330,1332 O O +the 1333,1336 O O +5 1337,1338 O O +min 1339,1342 O O +that 1343,1347 O O +were 1348,1352 O O +used 1353,1357 O O +for 1358,1361 O O +calibration 1362,1373 O B-Process +in 1374,1376 O O +this 1377,1381 O O +experiment 1382,1392 O O +plus 1393,1397 O O +7 1398,1399 O O +min 1400,1403 O O +worth 1404,1409 O O +of 1410,1412 O O +data 1413,1417 O O +added 1418,1423 O O +during 1424,1430 O O +the 1431,1434 O O +application 1435,1446 O O +phase 1447,1452 O O +. 1452,1453 O O + +Note 1454,1458 O O +that 1459,1463 O O +this 1464,1468 O O +time 1469,1473 O O +could 1474,1479 O O +be 1480,1482 O O +significantly 1483,1496 O O +reduced 1497,1504 O O +if 1505,1507 O O +a 1508,1509 O O +non 1510,1513 O B-Process +- 1513,1514 O I-Process +cardiac 1514,1521 O I-Process +- 1521,1522 O I-Process +gated 1522,1527 O I-Process +sequence 1528,1536 O I-Process +was 1537,1540 O O +used 1541,1545 O O +. 1545,1546 O O + + +-DOCSTART- (S1364815216303541) + +As 0,2 O O +a 3,4 O O +particular 5,15 O O +case 16,20 O O +of 21,23 O O +survey 24,30 O O +data 31,35 O O +, 35,36 O O +we 37,39 O O +used 40,44 O O +the 45,48 O O +iUTAH 49,54 O B-Process +“ 55,56 O I-Process +Utah 56,60 O I-Process +Water 61,66 O I-Process +Survey 67,73 O I-Process +, 73,74 O I-Process +” 74,75 O I-Process +which 76,81 O O +was 82,85 O O +implemented 86,97 O O +by 98,100 O O +participating 101,114 O O +researchers 115,126 O O +from 127,131 O O +several 132,139 O O +Utah 140,144 O O +institutions 145,157 O O +of 158,160 O O +higher 161,167 O O +education 168,177 O O +. 177,178 O O + +The 179,182 O O +objectives 183,193 O O +of 194,196 O O +the 197,200 O O +survey 201,207 O O +were 208,212 O O +to 213,215 O O +document 216,224 O O +how 225,228 O O +a 229,230 O O +representative 231,245 O O +cross 246,251 O O +- 251,252 O O +section 252,259 O O +of 260,262 O O +Utah 263,267 O B-Task +'s 267,269 O I-Task +adult 270,275 O I-Task +population 276,286 O I-Task +thinks 287,293 O I-Task +about 294,299 O I-Task +water 300,305 O I-Task +issues 306,312 O I-Task +. 312,313 O O + +The 314,317 O O +survey 318,324 O B-Process +included 325,333 O O +three 334,339 O O +core 340,344 O O +blocks 345,351 O O +of 352,354 O O +questions 355,364 O O +: 364,365 O O +perceptions 366,377 O B-Material +of 378,380 O I-Material +the 381,384 O I-Material +adequacy 385,393 O I-Material +of 394,396 O I-Material +local 397,402 O I-Material +water 403,408 O I-Material +supplies 409,417 O I-Material +, 417,418 O O +perceptions 419,430 O B-Material +of 431,433 O I-Material +the 434,437 O I-Material +quality 438,445 O I-Material +of 446,448 O I-Material +local 449,454 O I-Material +water 455,460 O I-Material +resources 461,470 O I-Material +, 470,471 O O +and 472,475 O O +concern 476,483 O B-Material +about 484,489 O I-Material +a 490,491 O I-Material +range 492,497 O I-Material +of 498,500 O I-Material +water 501,506 O I-Material +and 507,510 O I-Material +non 511,514 O I-Material +- 514,515 O I-Material +water 515,520 O I-Material +issues 521,527 O I-Material +. 527,528 O O + +A 529,530 O O +number 531,537 O O +of 538,540 O O +additional 541,551 O O +questions 552,561 O O +captured 562,570 O O +information 571,582 O O +about 583,588 O O +respondents 589,600 O O +' 600,601 O O +familiarity 602,613 O B-Material +with 614,618 O I-Material +water 619,624 O I-Material +cost 625,629 O I-Material +, 629,630 O O +lawn 631,635 O B-Material +- 635,636 O I-Material +watering 636,644 O I-Material +behaviors 645,654 O I-Material +, 654,655 O O +participation 656,669 O B-Material +in 670,672 O I-Material +water 673,678 O I-Material +based 679,684 O I-Material +recreation 685,695 O I-Material +, 695,696 O O +and 697,700 O O +demographic 701,712 O B-Material +attributes 713,723 O I-Material +. 723,724 O O + +Supplementary 725,738 O B-Process +material 739,747 O I-Process +to 748,750 O O +this 751,755 O O +paper 756,761 O O +includes 762,770 O O +a 771,772 O O +document 773,781 O O +with 782,786 O O +a 787,788 O O +description 789,800 O B-Process +of 801,803 O I-Process +the 804,807 O I-Process +dataset 808,815 O I-Process +as 816,818 O O +a 819,820 O O +whole 821,826 O O +, 826,827 O O +a 828,829 O O +document 830,838 O O +containing 839,849 O O +the 850,853 O O +complete 854,862 O B-Process +survey 863,869 O I-Process +instrument 870,880 O I-Process +, 880,881 O O +and 882,885 O O +two 886,889 O O +data 890,894 O O +files 895,900 O O +containing 901,911 O O +the 912,915 O O +results 916,923 O O +and 924,927 O O +an 928,930 O O +associated 931,941 O B-Process +codebook 942,950 O I-Process +( 951,952 O O +see 952,955 O O +Section 956,963 O O +4.3 964,967 O O +) 967,968 O O +. 968,969 O O + + +-DOCSTART- (S1524070312000380) + +Isogeometric 0,12 O B-Process +analysis 13,21 O I-Process +( 22,23 O O +IGA 23,26 O B-Process +) 26,27 O O +is 28,30 O O +a 31,32 O O +numerical 33,42 O B-Process +simulation 43,53 O I-Process +method 54,60 O I-Process +which 61,66 O O +is 67,69 O O +directly 70,78 O O +based 79,84 O O +on 85,87 O O +the 88,91 O O +NURBS 92,97 O B-Process +- 97,98 O I-Process +based 98,103 O I-Process +representation 104,118 O I-Process +of 119,121 O I-Process +CAD 122,125 O I-Process +models 126,132 O I-Process +. 132,133 O O + +It 134,136 O O +exploits 137,145 O O +the 146,149 O O +tensor 150,156 O O +- 156,157 O O +product 157,164 O O +structure 165,174 O O +of 175,177 O O +2- 178,180 O O +or 181,183 O O +3-dimensional 184,197 O O +NURBS 198,203 O B-Material +objects 204,211 O I-Material +to 212,214 O O +parameterize 215,227 O O +the 228,231 O O +physical 232,240 O O +domain 241,247 O O +. 247,248 O O + +Hence 249,254 O O +the 255,258 O O +physical 259,267 O B-Process +domain 268,274 O I-Process +is 275,277 O I-Process +parameterized 278,291 O I-Process +with 292,296 O O +respect 297,304 O O +to 305,307 O O +a 308,309 O O +rectangle 310,319 O O +or 320,322 O O +to 323,325 O O +a 326,327 O O +cube 328,332 O O +. 332,333 O O + +Consequently 334,346 O O +, 346,347 O O +singularly 348,358 O O +parameterized 359,372 O O +NURBS 373,378 O B-Material +surfaces 379,387 O I-Material +and 388,391 O O +NURBS 392,397 O B-Material +volumes 398,405 O I-Material +are 406,409 O O +needed 410,416 O O +in 417,419 O O +order 420,425 O O +to 426,428 O O +represent 429,438 O O +non 439,442 O O +- 442,443 O O +quadrangular 443,455 O O +or 456,458 O O +non 459,462 O O +- 462,463 O O +hexahedral 463,473 O O +domains 474,481 O O +without 482,489 O O +splitting 490,499 O B-Process +, 499,500 O O +thereby 501,508 O O +producing 509,518 O O +a 519,520 O O +very 521,525 O O +compact 526,533 O O +and 534,537 O O +convenient 538,548 O O +representation 549,563 O O +. 563,564 O O + +The 564,567 O O +Galerkin 568,576 O B-Process +projection 577,587 O I-Process +introduces 588,598 O O +finite 599,605 O O +- 605,606 O O +dimensional 606,617 O O +spaces 618,624 O O +of 625,627 O O +test 628,632 O O +functions 633,642 O O +in 643,645 O O +the 646,649 O O +weak 650,654 O O +formulation 655,666 O B-Process +of 667,669 O I-Process +partial 670,677 O I-Process +differential 678,690 O I-Process +equations 691,700 O I-Process +. 700,701 O O + +In 702,704 O O +particular 705,715 O O +, 715,716 O O +the 717,720 O O +test 721,725 O O +functions 726,735 O O +used 736,740 O O +in 741,743 O O +isogeometric 744,756 O B-Process +analysis 757,765 O I-Process +are 766,769 O O +obtained 770,778 O O +by 779,781 O O +composing 782,791 O O +the 792,795 O O +inverse 796,803 O O +of 804,806 O O +the 807,810 O O +domain 811,817 O O +parameterization 818,834 O O +with 835,839 O O +the 840,843 O O +NURBS 844,849 O B-Process +basis 850,855 O I-Process +functions 856,865 O I-Process +. 865,866 O O + +In 867,869 O O +the 870,873 O O +case 874,878 O O +of 879,881 O O +singular 882,890 O O +parameterizations 891,908 O O +, 908,909 O O +however 910,917 O O +, 917,918 O O +some 919,923 O O +of 924,926 O O +the 927,930 O O +resulting 931,940 O O +test 941,945 O O +functions 946,955 O O +do 956,958 O O +not 959,962 O O +necessarily 963,974 O O +fulfill 975,982 O O +the 983,986 O O +required 987,995 O O +regularity 996,1006 O O +properties 1007,1017 O O +. 1017,1018 O O + +Consequently 1019,1031 O O +, 1031,1032 O O +numerical 1033,1042 O B-Process +methods 1043,1050 O I-Process +for 1051,1054 O O +the 1055,1058 O O +solution 1059,1067 O O +of 1068,1070 O O +partial 1071,1078 O O +differential 1079,1091 O O +equations 1092,1101 O O +can 1102,1105 O O +not 1105,1108 O O +be 1109,1111 O O +applied 1112,1119 O O +properly 1120,1128 O O +. 1128,1129 O O + +We 1129,1131 O O +discuss 1132,1139 O B-Task +the 1140,1143 O I-Task +regularity 1144,1154 O I-Task +properties 1155,1165 O I-Task +of 1166,1168 O I-Task +the 1169,1172 O I-Task +test 1173,1177 O I-Task +functions 1178,1187 O I-Task +. 1187,1188 O O + +For 1189,1192 O O +one- 1193,1197 O O +and 1198,1201 O O +two 1202,1205 O O +- 1205,1206 O O +dimensional 1206,1217 O O +domains 1218,1225 O O +we 1226,1228 O O +consider 1229,1237 O B-Task +several 1238,1245 O I-Task +important 1246,1255 O I-Task +classes 1256,1263 O I-Task +of 1264,1266 O I-Task +singularities 1267,1280 O I-Task +of 1281,1283 O I-Task +NURBS 1284,1289 O I-Task +parameterizations 1290,1307 O I-Task +. 1307,1308 O O + +For 1309,1312 O O +specific 1313,1321 O O +cases 1322,1327 O O +we 1328,1330 O O +derive 1331,1337 O B-Task +additional 1338,1348 O I-Task +conditions 1349,1359 O I-Task +which 1360,1365 O I-Task +guarantee 1366,1375 O I-Task +the 1376,1379 O I-Task +regularity 1380,1390 O I-Task +of 1391,1393 O I-Task +the 1394,1397 O I-Task +test 1398,1402 O I-Task +functions 1403,1412 O I-Task +. 1412,1413 O O + +In 1414,1416 O O +addition 1417,1425 O O +we 1426,1428 O O +present 1429,1436 O B-Task +a 1437,1438 O I-Task +modification 1439,1451 O I-Task +scheme 1452,1458 O I-Task +for 1459,1462 O O +the 1463,1466 O O +discretized 1467,1478 O B-Process +function 1479,1487 O I-Process +space 1488,1493 O I-Process +in 1494,1496 O O +case 1497,1501 O O +of 1502,1504 O O +insufficient 1505,1517 O O +regularity 1518,1528 O O +. 1528,1529 O O + +It 1530,1532 O O +is 1533,1535 O O +also 1536,1540 O O +shown 1541,1546 O O +how 1547,1550 O O +these 1551,1556 O O +results 1557,1564 O O +can 1565,1568 O O +be 1569,1571 O O +applied 1572,1579 O O +for 1580,1583 O O +computational 1584,1597 O O +domains 1598,1605 O O +in 1606,1608 O O +higher 1609,1615 O O +dimensions 1616,1626 O O +that 1627,1631 O O +can 1632,1635 O O +be 1636,1638 O O +parameterized 1639,1652 O B-Process +via 1653,1656 O O +sweeping 1657,1665 O B-Process +. 1665,1666 O O + + +-DOCSTART- (S1566253516300069) + +The 0,3 O O +above 4,9 O O +discussion 10,20 O O +also 21,25 O O +lays 26,30 O O +bare 31,35 O O +the 36,39 O O +difference 40,50 O O +of 51,53 O O +perspectives 54,66 O O +between 67,74 O O +the 75,78 O O +fusion 79,85 O O +of 86,88 O O +hard 89,93 O B-Process +constraints 94,105 O I-Process +and 106,109 O O +knowledge 110,119 O B-Process +- 119,120 O I-Process +base 120,124 O I-Process +merging 125,132 O I-Process +: 132,133 O O +the 134,137 O O +idea 138,142 O O +of 143,145 O O +Konieczny 146,155 O O +and 156,159 O O +Pino 160,164 O O +- 164,165 O O +Perez 165,170 O O +is 171,173 O O +to 174,176 O O +explain 177,184 O O +the 185,188 O O +fusion 189,195 O B-Process +of 196,198 O I-Process +plain 199,204 O I-Process +epistemic 205,214 O I-Process +states 215,221 O I-Process +, 221,222 O O +understood 223,233 O O +as 234,236 O O +a 237,238 O O +set 239,242 O O +of 243,245 O O +plausible 246,255 O O +worlds 256,262 O O +, 262,263 O O +by 264,266 O O +the 267,270 O O +existence 271,280 O O +of 281,283 O O +underlying 284,294 O O +partial 295,302 O B-Process +orderings 303,312 O I-Process +or 313,315 O O +numerical 316,325 O B-Process +plausibility 326,338 O I-Process +degrees 339,346 O I-Process +( 347,348 O O +obtained 348,356 O O +by 357,359 O O +distances 360,369 O O +) 369,370 O O +, 370,371 O O +based 372,377 O O +on 378,380 O O +axioms 381,387 O O +that 388,392 O O +only 393,397 O O +use 398,401 O O +plausible 402,411 O O +sets 412,416 O O +attached 417,425 O O +to 426,428 O O +these 429,434 O O +orderings 435,444 O O +. 444,445 O O + +In 446,448 O O +[ 449,450 O O +67 450,452 O O +] 452,453 O O +the 454,457 O O +same 458,462 O O +authors 463,470 O O +use 471,474 O O +both 475,479 O O +hard 480,484 O B-Process +( 485,486 O I-Process +integrity 486,495 O I-Process +) 495,496 O I-Process +constraints 497,508 O I-Process +and 509,512 O O +belief 513,519 O B-Process +sets 520,524 O I-Process +referring 525,534 O O +to 535,537 O O +plausible 538,547 O O +worlds 548,554 O O +, 554,555 O O +and 556,559 O O +try 560,563 O O +to 564,566 O O +extend 567,573 O O +both 574,578 O O +the 579,582 O O +AGM 583,586 O B-Process +revision 587,595 O I-Process +and 596,599 O O +knowledge 600,609 O B-Process +- 609,610 O I-Process +based 610,615 O I-Process +merging 616,623 O I-Process +. 623,624 O O + +However 625,632 O O +, 632,633 O O +they 634,638 O O +do 639,641 O O +not 642,645 O O +envisage 646,654 O O +the 655,658 O O +merging 659,666 O B-Process +of 667,669 O I-Process +integrity 670,679 O I-Process +constraints 680,691 O I-Process +discussed 692,701 O O +in 702,704 O O +the 705,708 O O +previous 709,717 O O +section 718,725 O O +. 725,726 O O + +The 727,730 O O +belief 731,737 O B-Task +revision 738,746 O I-Task +and 747,750 O I-Task +merging 751,758 O I-Task +literature 759,769 O O +takes 770,775 O O +an 776,778 O O +external 779,787 O O +point 788,793 O O +of 794,796 O O +view 797,801 O O +on 802,804 O O +cognitive 805,814 O O +processes 815,824 O O +under 825,830 O O +study 831,836 O O +. 836,837 O O + +The 838,841 O O +underlying 842,852 O O +ordered 853,860 O B-Material +structures 861,871 O I-Material +are 872,875 O O +here 876,880 O O +a 881,882 O O +consequence 883,894 O O +of 895,897 O O +the 898,901 O O +merging 902,909 O O +postulates 910,920 O O +, 920,921 O O +but 922,925 O O +they 926,930 O O +do 931,933 O O +not 934,937 O O +appear 938,944 O O +explicitly 945,955 O O +in 956,958 O O +the 959,962 O O +axioms 963,969 O O +and 970,973 O O +they 974,978 O O +are 979,982 O O +not 983,986 O O +observable 987,997 O O +from 998,1002 O O +the 1003,1006 O O +outside 1007,1014 O O +. 1014,1015 O O + +On 1016,1018 O O +the 1019,1022 O O +contrary 1023,1031 O O +, 1031,1032 O O +our 1033,1036 O O +approach 1037,1045 O O +is 1046,1048 O O +to 1049,1051 O O +construct 1052,1061 O B-Process +fusion 1062,1068 O I-Process +rules 1069,1074 O I-Process +that 1075,1079 O O +only 1080,1084 O O +rely 1085,1089 O O +on 1090,1092 O O +what 1093,1097 O O +is 1098,1100 O O +explicitly 1101,1111 O O +supplied 1112,1120 O O +by 1121,1123 O O +sources 1124,1131 O O +. 1131,1132 O O + +In 1133,1135 O O +the 1136,1139 O O +sequel 1140,1146 O O +we 1147,1149 O O +consider 1150,1158 O O +the 1159,1162 O O +counterpart 1163,1174 O O +of 1175,1177 O O +our 1178,1181 O O +fusion 1182,1188 O O +postulates 1189,1199 O O +for 1200,1203 O O +ranked 1204,1210 O B-Process +models 1211,1217 O I-Process +, 1217,1218 O O +that 1219,1223 O O +can 1224,1227 O O +be 1228,1230 O O +expressed 1231,1240 O O +by 1241,1243 O O +means 1244,1249 O O +of 1250,1252 O O +total 1253,1258 O O +orders 1259,1265 O O +of 1266,1268 O O +possible 1269,1277 O O +worlds 1278,1284 O O +or 1285,1287 O O +by 1288,1290 O O +their 1291,1296 O O +encodings 1297,1306 O O +on 1307,1309 O O +a 1310,1311 O O +plausibility 1312,1324 O O +scale 1325,1330 O O +. 1330,1331 O O + + +-DOCSTART- (S1566253516300252) + +Methods 0,7 O O +for 8,11 O O +anomaly 12,19 O B-Task +detection 20,29 O I-Task +in 30,32 O O +a 33,34 O O +local 35,40 O O +context 41,48 O O +are 49,52 O O +the 53,56 O O +conceptual 57,67 O O +opposite 68,76 O O +to 77,79 O O +the 80,83 O O +afore 84,89 O B-Material +- 89,90 O I-Material +described 90,99 O I-Material +centralized 100,111 O I-Material +methods 112,119 O I-Material +, 119,120 O O +which 121,126 O O +rely 127,131 O O +on 132,134 O O +globally 135,143 O B-Material +shared 144,150 O I-Material +models 151,157 O I-Material +. 157,158 O O + +In 159,161 O O +data 162,166 O B-Task +mining 167,173 O I-Task +, 173,174 O O +the 175,178 O O +notion 179,185 O B-Task +of 186,188 O I-Task +locality 189,197 O I-Task +is 198,200 O O +often 201,206 O O +given 207,212 O O +as 213,215 O O +distance 216,224 O B-Material +between 225,232 O I-Material +data 233,237 O I-Material +values 238,244 O I-Material +( 245,246 O O +given 246,251 O O +a 252,253 O B-Material +specific 254,262 O I-Material +distance 263,271 O I-Material +metric 272,278 O I-Material +such 279,283 O I-Material +as 284,286 O I-Material +Euclidean 287,296 O I-Material +distance 297,305 O I-Material +) 305,306 O O +. 306,307 O O + +A 308,309 O O +data 310,314 O O +point 315,320 O O +is 321,323 O O +compared 324,332 O B-Process +to 333,335 O I-Process +the 336,339 O I-Process +value 340,345 O I-Process +of 346,348 O I-Process +its 349,352 O I-Process +nearest 353,360 O I-Process +neighbors 361,370 O I-Process +in 371,373 O O +terms 374,379 O O +of 380,382 O O +data 383,387 O O +distance 388,396 O O +[ 397,398 O O +42 398,400 O O +] 400,401 O O +. 401,402 O O + +However 403,410 O O +, 410,411 O O +the 412,415 O B-Task +notion 416,422 O I-Task +of 423,425 O I-Task +locality 426,434 O I-Task +can 435,438 O O +also 439,443 O O +be 444,446 O O +given 447,452 O O +in 453,455 O O +a 456,457 O B-Material +geographical 458,470 O I-Material +distance 471,479 O I-Material +between 480,487 O O +the 488,491 O O +sources 492,499 O O +of 500,502 O O +the 503,506 O O +data 507,511 O O +. 511,512 O O + +Many 513,517 O B-Material +similar 518,525 O I-Material +values 526,532 O I-Material +( 533,534 O O +i.e. 534,538 O O +, 538,539 O O +data 540,544 O O +with 545,549 O O +small 550,555 O O +distance 556,564 O O +among 565,570 O O +each 571,575 O O +other 576,581 O O +) 581,582 O O +result 583,589 O O +in 590,592 O O +a 593,594 O O +higher 595,601 O O +density 602,609 O O +, 609,610 O O +called 611,617 O O +clusters 618,626 O B-Material +, 626,627 O O +while 628,633 O O +values 634,640 O B-Process +that 641,645 O I-Process +are 646,649 O I-Process +less 650,654 O I-Process +similar 655,662 O I-Process +result 663,669 O I-Process +in 670,672 O I-Process +a 673,674 O I-Process +lower 675,680 O I-Process +density 681,688 O I-Process +. 688,689 O O + +Anomalies 690,699 O B-Task +can 700,703 O O +fall 704,708 O O +outside 709,716 O O +of 717,719 O O +any 720,723 O O +cluster 724,731 O B-Material +but 732,735 O O +, 735,736 O O +when 737,741 O O +frequently 742,752 O O +occurring 753,762 O O +, 762,763 O O +can 764,767 O B-Process +form 768,772 O I-Process +a 773,774 O I-Process +cluster 775,782 O I-Process +too 783,786 O O +. 786,787 O O + +Determining 788,799 O B-Task +if 800,802 O I-Task +a 803,804 O I-Task +datum 805,810 O I-Task +is 811,813 O I-Task +normal 814,820 O I-Task +or 821,823 O I-Task +anomalous 824,833 O I-Task +compared 834,842 O O +to 843,845 O O +local 846,851 O O +neighborhood 852,864 O O +data 865,869 O O +is 870,872 O O +a 873,874 O O +challenge 875,884 O O +. 884,885 O O + + +-DOCSTART- (S1570870516301822) + +MWSN 0,4 O B-Process +routing 5,12 O I-Process +protocols 13,22 O I-Process +generally 23,32 O O +take 33,37 O O +influence 38,47 O O +from 48,52 O O +both 53,57 O O +WSN 58,61 O B-Process +and 62,65 O O +mobile 66,72 O B-Process +ad 73,75 O I-Process +hoc 76,79 O I-Process +network 80,87 O I-Process +( 88,89 O O +MANET 89,94 O B-Process +) 94,95 O O +routing 96,103 O B-Process +protocols 104,113 O I-Process +, 113,114 O O +which 115,120 O O +all 121,124 O O +share 125,130 O O +common 131,137 O O +limitations 138,149 O O +, 149,150 O O +such 151,155 O O +as 156,158 O O +bandwidth 159,168 O O +, 168,169 O O +power 170,175 O O +and 176,179 O O +cost 180,184 O O +. 184,185 O O + +WSNs 186,190 O B-Process +often 191,196 O O +share 197,202 O O +the 203,206 O O +same 207,211 O O +aim 212,215 O O +as 216,218 O O +MWSNs 219,224 O B-Process +, 224,225 O O +in 226,228 O O +that 229,233 O O +they 234,238 O O +wish 239,243 O O +to 244,246 O O +route 247,252 O B-Process +data 253,257 O I-Process +from 258,262 O O +many 263,267 O O +sensors 268,275 O B-Material +to 276,278 O O +a 279,280 O O +single 281,287 O O +sink 288,292 O O +. 292,293 O O + +However 294,301 O O +, 301,302 O O +WSNs 303,307 O B-Process +are 308,311 O O +normally 312,320 O O +considered 321,331 O O +to 332,334 O O +be 335,337 O O +static 338,344 O O +and 345,348 O O +so 349,351 O O +the 352,355 O O +associated 356,366 O O +routing 367,374 O O +protocols 375,384 O O +are 385,388 O O +often 389,394 O O +unable 395,401 O O +to 402,404 O O +cope 405,409 O O +in 410,412 O O +a 413,414 O O +mobile 415,421 O O +scenario 422,430 O O +[ 431,432 O O +10 432,434 O O +] 434,435 O O +. 435,436 O O + +Alternatively 437,450 O O +, 450,451 O O +MANET 452,457 O B-Process +protocols 458,467 O I-Process +are 468,471 O O +designed 472,480 O O +to 481,483 O O +be 484,486 O O +able 487,491 O O +to 492,494 O O +cope 495,499 O O +with 500,504 O O +the 505,508 O O +mobility 509,517 O O +of 518,520 O O +nodes 521,526 O O +, 526,527 O O +however 528,535 O O +they 536,540 O O +aim 541,544 O O +to 545,547 O O +allow 548,553 O O +end 554,557 O O +- 557,558 O O +to 558,560 O O +- 560,561 O O +end 561,564 O O +communication 565,578 O O +to 579,581 O O +occur 582,587 O O +between 588,595 O O +any 596,599 O O +two 600,603 O O +nodes 604,609 O O +[ 610,611 O O +2 611,612 O O +] 612,613 O O +. 613,614 O O + +This 615,619 O O +extra 620,625 O O +functionality 626,639 O O +is 640,642 O O +often 643,648 O O +not 649,652 O O +required 653,661 O O +by 662,664 O O +MWSNs 665,670 O B-Process +and 671,674 O O +so 675,677 O O +the 678,681 O O +additional 682,692 O O +overhead 693,701 O O +is 702,704 O O +unnecessary 705,716 O O +. 716,717 O O + +Combined 718,726 O O +with 727,731 O O +the 732,735 O O +high 736,740 O O +packet 741,747 O O +delivery 748,756 O O +ratios 757,763 O O +and 764,767 O O +low 768,771 O O +delays 772,778 O O +that 779,783 O O +are 784,787 O O +demanded 788,796 O O +by 797,799 O O +emerging 800,808 O O +applications 809,821 O O +, 821,822 O O +the 823,826 O O +ideal 827,832 O O +routing 833,840 O O +solution 841,849 O O +for 850,853 O O +a 854,855 O O +MWSN 856,860 O B-Process +is 861,863 O O +one 864,867 O O +that 868,872 O O +can 873,876 O O +handle 877,883 O O +the 884,887 O O +mobility 888,896 O O +of 897,899 O O +nodes 900,905 O O +and 906,909 O O +allows 910,916 O O +data 917,921 O O +to 922,924 O O +be 925,927 O O +forwarded 928,937 O O +from 938,942 O O +the 943,946 O O +sensors 947,954 O O +to 955,957 O O +the 958,961 O O +sink 962,966 O O +in 967,969 O O +a 970,971 O O +reliable 972,980 O O +and 981,984 O O +timely 985,991 O O +manner 992,998 O O +. 998,999 O O + +This 1000,1004 O O +set 1005,1008 O O +of 1009,1011 O O +requirements 1012,1024 O O +make 1025,1029 O O +the 1030,1033 O O +problem 1034,1041 O O +of 1042,1044 O O +routing 1045,1052 O B-Task +in 1053,1055 O I-Task +a 1056,1057 O I-Task +MWSN 1058,1062 O I-Task +a 1063,1064 O O +unique 1065,1071 O O +challenge 1072,1081 O O +, 1081,1082 O O +which 1083,1088 O O +will 1089,1093 O O +require 1094,1101 O O +new 1102,1105 O O +specifically 1106,1118 O O +designed 1119,1127 O O +solutions 1128,1137 O O +. 1137,1138 O O + +For 1139,1142 O O +this 1143,1147 O O +reason 1148,1154 O O +there 1155,1160 O O +have 1161,1165 O O +been 1166,1170 O O +many 1171,1175 O O +routing 1176,1183 O O +protocols 1184,1193 O O +designed 1194,1202 O O +for 1203,1206 O O +MWSNs 1207,1212 O B-Process +. 1212,1213 O O + +As 1214,1216 O O +such 1217,1221 O O +, 1221,1222 O O +this 1223,1227 O O +section 1228,1235 O O +will 1236,1240 O O +give 1241,1245 O O +an 1246,1248 O O +overview 1249,1257 O O +of 1258,1260 O O +the 1261,1264 O O +current 1265,1272 O O +literature 1273,1283 O O +, 1283,1284 O O +which 1285,1290 O O +highlights 1291,1301 O O +the 1302,1305 O O +different 1306,1315 O O +techniques 1316,1326 O O +and 1327,1330 O O +commonly 1331,1339 O O +used 1340,1344 O O +protocols 1345,1354 O O +in 1355,1357 O O +MWSN 1358,1362 O B-Process +routing 1363,1370 O I-Process +. 1370,1371 O O + + +-DOCSTART- (S1875952116300209) + +In 0,2 O O +order 3,8 O O +to 9,11 O O +test 12,16 O B-Task +whether 17,24 O I-Task +haptic 25,31 O I-Task +patterns 32,40 O I-Task +can 41,44 O I-Task +convey 45,51 O I-Task +or 52,54 O I-Task +enhance 55,62 O I-Task +the 63,66 O I-Task +mood 67,71 O I-Task +music 72,77 O I-Task +of 78,80 O O +a 81,82 O O +movie 83,88 O O +, 88,89 O O +an 90,92 O O +affective 93,102 O B-Material +movie 103,108 O I-Material +clip 109,113 O I-Material +corpus 114,120 O I-Material +was 121,124 O O +required 125,133 O O +consisting 134,144 O O +of 145,147 O O +clips 148,153 O O +labeled 154,161 O O +according 162,171 O O +to 172,174 O O +the 175,178 O O +emotion 179,186 O O +conveyed 187,195 O O +in 196,198 O O +the 199,202 O O +mood 203,207 O O +music 208,213 O O +. 213,214 O O + +The 215,218 O O +following 219,228 O O +database 229,237 O B-Material +collections 238,249 O I-Material +were 250,254 O O +examined 255,263 O O +as 264,266 O O +possible 267,275 O O +sources 276,283 O O +for 284,287 O O +the 288,291 O O +corpus 292,298 O O +: 298,299 O O +the 300,303 O O +Emotional 304,313 O B-Material +Movie 314,319 O I-Material +Database 320,328 O I-Material +( 329,330 O O +EMDB 330,334 O B-Material +) 334,335 O O +[ 336,337 O O +19 337,339 O O +] 339,340 O O +, 340,341 O O +and 342,345 O O +Film 346,350 O B-Material +Stim 351,355 O I-Material +[ 356,357 O O +20 357,359 O O +] 359,360 O O +. 360,361 O O + +However 362,369 O O +, 369,370 O O +these 371,376 O O +were 377,381 O O +discarded 382,391 O O +after 392,397 O O +review 398,404 O B-Process +as 405,407 O O +unsuitable 408,418 O O +. 418,419 O O + +The 420,423 O O +aim 424,427 O O +of 428,430 O O +this 431,435 O O +study 436,441 O O +is 442,444 O O +to 445,447 O O +enhance 448,455 O B-Task +the 456,459 O I-Task +mood 460,464 O I-Task +in 465,467 O O +the 468,471 O O +film 472,476 O O +score 477,482 O O +, 482,483 O O +and 484,487 O O +in 488,490 O O +the 491,494 O O +case 495,499 O O +of 500,502 O O +the 503,506 O O +clips 507,512 O O +in 513,515 O O +the 516,519 O O +EMDB 520,524 O B-Material +, 524,525 O O +no 526,528 O O +audio 529,534 O O +is 535,537 O O +provided 538,546 O O +which 547,552 O O +deemed 553,559 O O +the 560,563 O O +clips 564,569 O O +unsuitable 570,580 O O +. 580,581 O O + +In 582,584 O O +the 585,588 O O +case 589,593 O O +of 594,596 O O +the 597,600 O O +Film 601,605 O B-Material +Stim 606,610 O I-Material +database 611,619 O I-Material +, 619,620 O O +the 621,624 O O +clips 625,630 O O +are 631,634 O O +in 635,637 O O +French 638,644 O O +rather 645,651 O O +than 652,656 O O +English 657,664 O O +, 664,665 O O +and 666,669 O O +with 670,674 O O +no 675,677 O O +subtitles 678,687 O O +which 688,693 O O +where 694,699 O O +also 700,704 O O +deemed 705,711 O O +unsuitable 712,722 O O +since 723,728 O O +the 729,732 O O +studies 733,740 O O +are 741,744 O O +carried 745,752 O O +out 753,756 O O +with 757,761 O O +English 762,769 O B-Material +speaking 770,778 O I-Material +participants 779,791 O I-Material +. 791,792 O O + +Furthermore 793,804 O O +, 804,805 O O +the 806,809 O O +Film 810,814 O B-Material +Stim 815,819 O I-Material +selection 820,829 O I-Material +is 830,832 O O +based 833,838 O O +on 839,841 O O +the 842,845 O O +affective 846,855 O O +content 856,863 O O +of 864,866 O O +the 867,870 O O +narrative 871,880 O O +as 881,883 O O +in 884,886 O O +most 887,891 O O +of 892,894 O O +them 895,899 O O +there 900,905 O O +is 906,908 O O +no 909,911 O O +music 912,917 O O +which 918,923 O O +is 924,926 O O +also 927,931 O O +unsuitable 932,942 O O +as 943,945 O O +discussed 946,955 O O +. 955,956 O O + +From 957,961 O O +our 962,965 O O +review 966,972 O B-Process +of 973,975 O I-Process +available 976,985 O I-Process +database 986,994 O I-Process +collections 995,1006 O I-Process +, 1006,1007 O O +it 1008,1010 O O +was 1011,1014 O O +found 1015,1020 O O +that 1021,1025 O O +at 1026,1028 O O +present 1029,1036 O O +there 1037,1042 O O +is 1043,1045 O O +no 1046,1048 O O +standard 1049,1057 O O +corpus 1058,1064 O O +of 1065,1067 O O +affective 1068,1077 O O +movie 1078,1083 O O +clips 1084,1089 O O +where 1090,1095 O O +the 1096,1099 O O +affective 1100,1109 O O +indexing 1110,1118 O O +referred 1119,1127 O O +to 1128,1130 O O +the 1131,1134 O O +musical 1135,1142 O O +score 1143,1148 O O +of 1149,1151 O O +the 1152,1155 O O +clip 1156,1160 O O +. 1160,1161 O O + + +-DOCSTART- (S2212667812000032) + +Aspect 0,6 O B-Process +- 6,7 O I-Process +oriented 7,15 O I-Process +Programming 16,27 O I-Process +( 28,29 O O +AOP 29,32 O B-Process +) 32,33 O O +can 34,37 O O +well 38,42 O O +solve 43,48 O B-Task +the 49,52 O I-Task +cross 53,58 O I-Task +- 58,59 O I-Task +cutting 59,66 O I-Task +concerns 67,75 O I-Task +. 75,76 O O + +Because 77,84 O O +of 85,87 O O +the 88,91 O O +different 92,101 O O +features 102,110 O O +of 111,113 O O +aspect 114,120 O O +, 120,121 O O +AOP 122,125 O B-Process +requires 126,134 O O +new 135,138 O O +techniques 139,149 O O +for 150,153 O O +testing 154,161 O O +. 161,162 O O + +First 163,168 O O +, 168,169 O O +this 170,174 O O +paper 175,180 O O +proposes 181,189 O O +a 190,191 O O +model 192,197 O B-Task +to 198,200 O I-Task +test 201,205 O I-Task +aspect 206,212 O I-Task +- 212,213 O I-Task +oriented 213,221 O I-Task +software 222,230 O I-Task +. 230,231 O O + +In 232,234 O O +order 235,240 O O +to 241,243 O O +support 244,251 O O +the 252,255 O O +testing 256,263 O B-Process +model 264,269 O I-Process +of 270,272 O O +the 273,276 O O +first 277,282 O O +three 283,288 O O +steps 289,294 O O +, 294,295 O O +we 296,298 O O +propose 299,306 O O +the 307,310 O O +algorithm 311,320 O B-Process +of 321,323 O I-Process +selecting 324,333 O I-Process +aspect 334,340 O I-Process +relevant 341,349 O I-Process +test 350,354 O I-Process +cases 355,360 O I-Process +. 360,361 O O + +Then 362,366 O O +, 366,367 O O +we 368,370 O O +develop 371,378 O B-Task +a 379,380 O I-Task +new 381,384 O I-Task +tool 385,389 O I-Task +to 390,392 O I-Task +implement 393,402 O I-Task +the 403,406 O I-Task +theoretical 407,418 O I-Task +of 419,421 O I-Task +automating 422,432 O I-Task +select 433,439 O I-Task +test 440,444 O I-Task +case 445,449 O I-Task +. 449,450 O O + +Finally 451,458 O O +, 458,459 O O +a 460,461 O O +case 462,466 O O +of 467,469 O O +the 470,473 O O +Bank 474,478 O B-Process +Account 479,486 O I-Process +System 487,493 O I-Process +is 494,496 O O +studied 497,504 O O +to 505,507 O O +illustrate 508,518 O O +our 519,522 O O +testing 523,530 O O +approach 531,539 O O +. 539,540 O O + + +-DOCSTART- (S221266781200007X) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +the 15,18 O O +design 19,25 O B-Task +of 26,28 O I-Task +a 29,30 O I-Task +varnish 31,38 O I-Task +plant 39,44 O I-Task +at 45,47 O O +Crocodile 48,57 O O +Matchet 58,65 O O +Limited 66,73 O O +, 73,74 O O +Tema 75,79 O O +, 79,80 O O +Ghana 81,86 O O +was 87,90 O O +considered 91,101 O O +and 102,105 O O +modification 106,118 O B-Task +made 119,123 O I-Task +to 124,126 O I-Task +eliminate 127,136 O I-Task +blooming 137,145 O I-Task +and 146,149 O I-Task +rusting 150,157 O I-Task +of 158,160 O O +its 161,164 O O +product 165,172 O O +at 173,175 O O +the 176,179 O O +final 180,185 O O +processing 186,196 O B-Material +plant 197,202 O I-Material +when 203,207 O O +there 208,213 O O +is 214,216 O O +high 217,221 O O +moisture 222,230 O O +content 231,238 O O +in 239,241 O O +the 242,245 O O +atmosphere 246,256 O O +. 256,257 O O + +The 258,261 O O +proposed 262,270 O O +design 271,277 O O +included 278,286 O O +pipelines 287,296 O B-Material +or 297,299 O O +ductsand 300,308 O B-Material +hot 309,312 O I-Material +air 313,316 O I-Material +receiving 317,326 O I-Material +chambers 327,335 O I-Material +for 336,339 O O +the 340,343 O O +Varnish 344,351 O B-Material +Plant 352,357 O I-Material +. 357,358 O O + +Heat 358,362 O O +from 363,367 O O +the 368,371 O O +exhaust 372,379 O B-Material +gas 380,383 O I-Material +which 384,389 O O +would 390,395 O O +have 396,400 O O +otherwise 401,410 O O +, 410,411 O O +gone 412,416 O O +wasted 417,423 O O +, 423,424 O O +was 425,428 O O +utilised 429,437 O O +by 438,440 O O +redesigning 441,452 O B-Task +the 453,456 O I-Task +varnish 457,464 O I-Task +plant 465,470 O I-Task +and 471,474 O O +this 475,479 O O +yielded 480,487 O O +6.74kW 488,494 O O +of 495,497 O O +heat 498,502 O B-Process +energy 503,509 O I-Process +which 510,515 O O +was 516,519 O O +transferred 520,531 O B-Task +into 532,536 O I-Task +the 537,540 O I-Task +air 541,544 O I-Task +chambers 545,553 O I-Task +to 554,556 O O +aid 557,560 O O +the 561,564 O O +drying 565,571 O B-Process +ofmatchets 572,582 O I-Process +at 583,585 O O +the 586,589 O O +hardening 590,599 O B-Material +plant 600,605 O I-Material +. 605,606 O O + +Consequently 607,619 O O +, 619,620 O O +the 621,624 O O +absorption 625,635 O B-Process +of 636,638 O I-Process +the 639,642 O I-Process +moisture 643,651 O I-Process +on 652,654 O O +the 655,658 O O +steel 659,664 O B-Material +and 665,668 O O +the 669,672 O O +dryness 673,680 O O +of 681,683 O O +the 684,687 O O +product 688,695 O O +were 696,700 O O +improved 701,709 O O +. 709,710 O O + +Further 711,718 O B-Task +studies 719,726 O I-Task +were 727,731 O O +done 732,736 O O +to 737,739 O O +ensure 740,746 O O +constant 747,755 O B-Process +supply 756,762 O I-Process +of 763,765 O I-Process +hot 766,769 O I-Process +air 770,773 O I-Process +into 774,778 O I-Process +the 779,782 O I-Process +air 783,786 O I-Process +chambers 787,795 O I-Process +. 795,796 O O + + +-DOCSTART- (S2212667812000524) + +Digital 0,7 O B-Material +libraries 8,17 O I-Material +promise 18,25 O O +new 26,29 O O +societal 30,38 O O +benefits 39,47 O O +, 47,48 O O +especially 49,59 O O +for 60,63 O O +e 64,65 O B-Process +- 65,66 O I-Process +learning 66,74 O I-Process +in 75,77 O O +digital 78,85 O O +or 86,88 O O +mobile 89,95 O O +times 96,101 O O +, 101,102 O O +starting 103,111 O O +with 112,116 O O +the 117,120 O O +elimination 121,132 O B-Process +of 133,135 O I-Process +the 136,139 O I-Process +time 140,144 O I-Process +and 145,148 O I-Process +space 149,154 O I-Process +constraints 155,166 O I-Process +of 167,169 O O +traditional 170,181 O O +bricks 182,188 O B-Material +- 188,189 O I-Material +and 189,192 O I-Material +- 192,193 O I-Material +mortar 193,199 O I-Material +libraries 200,209 O I-Material +. 209,210 O O + +The 211,214 O O +library 215,222 O O +and 223,226 O O +information 227,238 O O +professionals 239,252 O O +are 253,256 O O +required 257,265 O O +to 266,268 O O +acquire 269,276 O B-Task +such 277,281 O I-Task +knowledge 282,291 O I-Task +and 292,295 O I-Task +skills 296,302 O I-Task +as 303,305 O O +the 306,309 O O +library 310,317 O O +is 318,320 O O +one 321,324 O O +of 325,327 O O +the 328,331 O O +highly 332,338 O O +IT 339,341 O O +influenced 342,352 O O +service 353,360 O O +profession 361,371 O O +. 371,372 O O + +This 373,377 O O +paper 378,383 O O +gives 384,389 O O +an 390,392 O O +overview 393,401 O B-Task +of 402,404 O I-Task +current 405,412 O I-Task +trends 413,419 O I-Task +in 420,422 O I-Task +digital 423,430 O I-Task +library 431,438 O I-Task +research 439,447 O I-Task +consists 448,456 O O +of 457,459 O O +digital 460,467 O B-Material +library 468,475 O I-Material +characteristic 476,490 O O +, 490,491 O O +advantage 492,501 O O +, 501,502 O O +disadvantages 503,516 O O +and 517,520 O O +function 521,529 O O +. 529,530 O O + +This 531,535 O O +paper 536,541 O O +also 542,546 O O +highlights 547,557 O B-Task +on 558,560 O I-Task +the 561,564 O I-Task +impact 565,571 O I-Task +of 572,574 O I-Task +information 575,586 O I-Task +technology 587,597 O I-Task +on 598,600 O O +the 601,604 O O +traditional 605,616 O O +library 617,624 O B-Material +. 624,625 O O + + +-DOCSTART- (S2212667812000536) + +According 0,9 O O +to 10,12 O O +the 13,16 O O +situation 17,26 O O +that 27,31 O O +the 32,35 O O +IT 36,38 O O +students 39,47 O O +can 48,51 O O +not 52,55 O O +meet 56,60 O O +the 61,64 O O +software 65,73 O O +industry 74,82 O O +demand 83,89 O O +for 90,93 O O +qualified 94,103 O O +personnel 104,113 O O +, 113,114 O O +a 115,116 O O +“ 117,118 O B-Process +triple 118,124 O I-Process +- 124,125 O I-Process +driven 125,131 O I-Process +” 131,132 O I-Process +three 133,138 O I-Process +- 138,139 O I-Process +dimensional 139,150 O I-Process +software 151,159 O I-Process +development 160,171 O I-Process +practical 172,181 O I-Process +teaching 182,190 O I-Process +system 191,197 O I-Process +was 198,201 O O +proposed 202,210 O O +, 210,211 O O +aiming 212,218 O O +to 219,221 O O +improve 222,229 O B-Task +the 230,233 O I-Task +software 234,242 O I-Task +development 243,254 O I-Task +capabilities 255,267 O I-Task +and 268,271 O I-Task +innovation 272,282 O I-Task +sense 283,288 O I-Task +of 289,291 O I-Task +students 292,300 O I-Task +. 300,301 O O + +This 302,306 O O +system 307,313 O O +can 314,317 O O +effectively 318,329 O O +improve 330,337 O O +students 338,346 O O +the 347,350 O O +interest 351,359 O O +of 360,362 O O +software 363,371 O B-Process +development 372,383 O I-Process +and 384,387 O O +the 388,391 O O +practical 392,401 O B-Process +skills 402,408 O I-Process +and 409,412 O O +sense 413,418 O O +of 419,421 O O +innovation 422,432 O O +, 432,433 O O +laying 434,440 O O +a 441,442 O O +solid 443,448 O O +foundation 449,459 O O +for 460,463 O O +student 464,471 O O +after 472,477 O O +graduation 478,488 O O +to 489,491 O O +rapidly 492,499 O O +integrate 500,509 O O +into 510,514 O O +the 515,518 O O +software 519,527 O B-Process +development 528,539 O I-Process +process 540,547 O I-Process +, 547,548 O O +meeting 549,556 O O +the 557,560 O O +needs 561,566 O O +of 567,569 O O +software 570,578 O B-Task +industry 579,587 O I-Task +. 587,588 O O + + +-DOCSTART- (S2212667812000664) + +According 0,9 O O +to 10,12 O O +the 13,16 O O +shortcomings 17,29 O O +of 30,32 O O +long 33,37 O O +time 38,42 O O +and 43,46 O O +big 47,50 O O +errors 51,57 O O +about 58,63 O O +the 64,67 O O +moving 68,74 O B-Process +plate 75,80 O I-Process +recognition 81,92 O I-Process +system 93,99 O I-Process +, 99,100 O O +we 101,103 O O +present 104,111 O O +the 112,115 O O +moving 116,122 O B-Process +plate 123,128 O I-Process +recognition 129,140 O I-Process +algorithm 141,150 O I-Process +based 151,156 O O +on 157,159 O O +principal 160,169 O B-Process +component 170,179 O I-Process +analysis(PCA 180,192 O I-Process +) 192,193 O O +color 194,199 O B-Process +extraction 200,210 O I-Process +. 210,211 O I-Process + +On 212,214 O O +the 215,218 O O +basis 219,224 O O +of 225,227 O O +the 228,231 O O +analysis 232,240 O B-Task +of 241,243 O I-Task +moving 244,250 O I-Task +plate 251,256 O I-Task +recognition 257,268 O I-Task +system 269,275 O I-Task +'s 275,277 O I-Task +basic 278,283 O I-Task +principles 284,294 O I-Task +, 294,295 O O +it 296,298 O O +introduces 299,309 O O +the 310,313 O O +basic 314,319 O O +principles 320,330 O O +and 331,334 O O +calculation 335,346 O O +steps 347,352 O O +about 353,358 O O +PCA 359,362 O B-Process +extraction 363,373 O I-Process +algorithm 374,383 O I-Process +, 383,384 O O +and 385,388 O O +discusses 389,398 O O +the 399,402 O O +feasibility 403,414 O O +of 415,417 O O +applying 418,426 O B-Task +the 427,430 O I-Task +algorithm 431,440 O I-Task +to 441,443 O I-Task +PRS 444,447 O I-Task +in 448,450 O O +the 451,454 O O +paper 455,460 O O +. 460,461 O O + +The 462,465 O O +experimental 466,478 O O +results 479,486 O O +show 487,491 O O +that 492,496 O O +the 497,500 O O +algorithm 501,510 O O +has 511,514 O O +the 515,518 O O +advantages 519,529 O O +of 530,532 O O +faster 533,539 O O +speed 540,545 O O +and 546,549 O O +higher 550,556 O O +accuracy 557,565 O O +of 566,568 O O +recognition 569,580 O B-Process +. 580,581 O O + +The 582,585 O O +algorithm 586,595 O O +provides 596,604 O O +a 605,606 O O +new 607,610 O O +thought 611,618 O O +for 619,622 O O +the 623,626 O O +research 627,635 O B-Task +on 636,638 O I-Task +the 639,642 O I-Task +moving 643,649 O I-Task +plate 650,655 O I-Task +recognition 656,667 O I-Task +algorithm 668,677 O I-Task +. 677,678 O O + + +-DOCSTART- (S2212667812000780) + +With 0,4 O O +the 5,8 O O +development 9,20 O O +of 21,23 O O +sport 24,29 O O +normal 30,36 O O +students 37,45 O O +in 46,48 O O +china 49,54 O O +, 54,55 O O +Some 56,60 O O +ideas 61,66 O O +to 67,69 O O +teaching 70,78 O O +and 79,82 O O +learning 83,91 O O +that 92,96 O O +view 97,101 O O +learning 102,110 O O +as 111,113 O O +a 114,115 O O +simple 116,122 O O +process 123,130 O O +of 131,133 O O +knowledge 134,143 O B-Process +have 144,148 O O +become 149,155 O O +outdated 156,164 O O +and 165,168 O O +ineffective 169,180 O O +, 180,181 O O +therefore 182,191 O O +, 191,192 O O +In 193,195 O O +order 196,201 O O +to 202,204 O O +improving 205,214 O B-Task +the 215,218 O I-Task +quality 219,226 O I-Task +of 227,229 O I-Task +teaching 230,238 O I-Task +and 239,242 O I-Task +learning 243,251 O I-Task +on 252,254 O I-Task +sport 255,260 O I-Task +normal 261,267 O I-Task +students 268,276 O I-Task +in 277,279 O O +china 280,285 O O +, 285,286 O O +this 287,291 O O +author 292,298 O O +discussed 299,308 O O +some 309,313 O O +factors 314,321 O B-Process +on 322,324 O I-Process +promoting 325,334 O I-Process +the 335,338 O I-Process +level 339,344 O 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+build 39,44 O O +an 45,47 O O +instinctive 48,59 O O +and 60,63 O O +efficient 64,73 O O +higher 74,80 O O +educational 81,92 O O +administrative 93,107 O B-Process +management 108,118 O I-Process +system 119,125 O I-Process +to 126,128 O O +overcome 129,137 O B-Process +problems 138,146 O I-Process +most 147,151 O O +universities 152,164 O O +facing 165,171 O O +. 171,172 O O + +With 173,177 O O +this 178,182 O O +model 183,188 O O +, 188,189 O O +processes 190,199 O B-Task +are 200,203 O I-Task +identified 204,214 O I-Task +explicitly 215,225 O O +and 226,229 O O +the 230,233 O O +routine 234,241 O O +of 242,244 O O +educational 245,256 O B-Process +administration 257,271 O I-Process +is 272,274 O O +broken 275,281 O O +into 282,286 O O +small 287,292 O O +tasks 293,298 O O +. 298,299 O O + +Each 300,304 O O +task 305,309 O O +has 310,313 O O +designated 314,324 O O +role 325,329 O O +of 330,332 O O +executors 333,342 O O +. 342,343 O O + +A 344,345 O O +process 346,353 O O 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O O +do 657,659 O O +. 659,660 O O + + +-DOCSTART- (S2212667812000810) + +With 0,4 O O +employment 5,15 O O +of 16,18 O O +utilizing 19,28 O O +the 29,32 O O +investigation 33,46 O B-Process +, 46,47 O O +expert 48,54 O B-Process +interviews 55,65 O I-Process +and 66,69 O O +comparison 70,80 O O +, 80,81 O O +this 82,86 O O +article 87,94 O O +investigates 95,107 O B-Task +the 108,111 O I-Task +curricula 112,121 O I-Task +construction 122,134 O I-Task +, 134,135 O I-Task +curricula 136,145 O I-Task +design 146,152 O I-Task +and 153,156 O I-Task +curricula 157,166 O I-Task +content 167,174 O I-Task +for 175,178 O O +sports 179,185 O O +free 186,190 O O +normal 191,197 O O +students 198,206 O O +. 206,207 O O + +On 208,210 O O +the 211,214 O O +basis 215,220 O O +of 221,223 O O +the 224,227 O O +investigation 228,241 O B-Task +, 241,242 O O +this 243,247 O O +article 248,255 O O +analyzed 256,264 O O +the 265,268 O O +theoretical 269,280 O B-Process +framework 281,290 O I-Process +of 291,293 O O +curricular 294,304 O O +construction 305,317 O O +and 318,321 O O +proposed 322,330 O O +some 331,335 O O +suggestions 336,347 O O +. 347,348 O O + +We 349,351 O O +hope 352,356 O O +that 357,361 O O +it 362,364 O O +can 365,368 O O +provide 369,376 O O +some 377,381 O O +evidences 382,391 O O +for 392,395 O O +curricula 396,405 O B-Process +design 406,412 O I-Process +for 413,416 O O +sports 417,423 O O +free 424,428 O O +normal 429,435 O O +students 436,444 O O +. 444,445 O O + + +-DOCSTART- (S2212667812000822) + +It 0,2 O O +has 3,6 O O +been 7,11 O O +more 12,16 O O +than 17,21 O O +a 22,23 O O +century 24,31 O O +since 32,37 O O +the 38,41 O O +emergence 42,51 O O +of 52,54 O O +the 55,58 O O +lettered 59,67 O B-Material +words 68,73 O I-Material +. 73,74 O O + +After 75,80 O O +that 81,85 O O +, 85,86 O O +with 87,91 O O +the 92,95 O O +development 96,107 O B-Process +of 108,110 O I-Process +economy 111,118 O I-Process +and 119,122 O I-Process +culture 123,130 O I-Process +, 130,131 O O +the 132,135 O O +increase 136,144 O O +of 145,147 O O +international 148,161 O O +contacts 162,170 O O +and 171,174 O O +communication 175,188 O B-Process +between 189,196 O O +China 197,202 O O +and 203,206 O O +foreign 207,214 O O +countries 215,224 O O +, 224,225 O O +lettered 226,234 O B-Material +words 235,240 O I-Material +have 241,245 O O +been 246,250 O O +appearing 251,260 O O +more 261,265 O O +frequently 266,276 O O +. 276,277 O O + +Lettered 278,286 O B-Material +words 287,292 O I-Material +have 293,297 O O +become 298,304 O O +an 305,307 O O +indispensable 308,321 O O +part 322,326 O O +of 327,329 O O +Chinese 330,337 O B-Material +vocabulary 338,348 O I-Material +, 348,349 O O +such 350,354 O O +as 355,357 O O +WTO 358,361 O B-Material +, 361,362 O O +Ka 363,365 O B-Material +la 366,368 O I-Material +OK 369,371 O I-Material +and 372,375 O O +MP3 376,379 O B-Material +. 379,380 O O + +As 381,383 O O +a 384,385 O O +new 386,389 O O +phenomenon 390,400 O O +in 401,403 O O +the 404,407 O O +vocabulary 408,418 O B-Process +system 419,425 O I-Process +of 426,428 O O +the 429,432 O O +modern 433,439 O O +Chinese 440,447 O O +, 447,448 O O +the 449,452 O O +lettered 453,461 O B-Material +words 462,467 O I-Material +draws 468,473 O O +a 474,475 O O +lot 476,479 O O +of 480,482 O O +academic 483,491 O O +attention 492,501 O O +. 501,502 O O + +Ecolinguistics 503,517 O B-Process +is 518,520 O O +a 521,522 O O +new 523,526 O O +branch 527,533 O B-Process +of 534,536 O I-Process +linguistic 537,547 O I-Process +, 547,548 O O +which 549,554 O O +combine 555,562 O B-Process +the 563,566 O I-Process +linguistic 567,577 O I-Process +with 578,582 O I-Process +the 583,586 O I-Process +ecology 587,594 O I-Process +. 594,595 O O + +This 596,600 O O +paper 601,606 O O +is 607,609 O O +trying 610,616 O O +to 617,619 O O +analyze 620,627 O B-Task +the 628,631 O I-Task +lettered 632,640 O I-Task +words 641,646 O I-Task +from 647,651 O I-Task +the 652,655 O I-Task +perspective 656,667 O I-Task +of 668,670 O I-Task +Ecolinguistics 671,685 O I-Task +. 685,686 O O + +This 687,691 O O +paper 692,697 O O +will 698,702 O O +discuss 703,710 O B-Task +the 711,714 O I-Task +reasons 715,722 O I-Task +of 723,725 O I-Task +appearing 726,735 O I-Task +the 736,739 O I-Task +lettered 740,748 O I-Task +words 749,754 O I-Task +and 755,758 O O +the 759,762 O O +influence 763,772 O O +may 773,776 O O +give 777,781 O O +to 782,784 O O +modern 785,791 O O +Chinese 792,799 O O +form 800,804 O O +the 805,808 O O +ecolinguistic 809,822 O O +view 823,827 O O +. 827,828 O O + + +-DOCSTART- (S2212667812000883) + +The 0,3 O O +21st 4,8 O O +century 9,16 O O +in 17,19 O O +the 20,23 O O +face 24,28 O O +of 29,31 O O +an 32,34 O O +aging 35,40 O B-Process +population 41,51 O I-Process +trend 52,57 O I-Process +, 57,58 O O +the 59,62 O O +health 63,69 O O +status 70,76 O O +of 77,79 O O +the 80,83 O O +elderly 84,91 O O +is 92,94 O O +a 95,96 O O +hot 97,100 O O +issue 101,106 O O +of 107,109 O O +social 110,116 O O +concern 117,124 O O +, 124,125 O O +therefore 126,135 O O +, 135,136 O O +to 137,139 O O +explore 140,147 O B-Task +the 148,151 O I-Task +health 152,158 O I-Task +status 159,165 O I-Task +of 166,168 O O +the 169,172 O O +Chinese 173,180 O O +population 181,191 O O +aging 192,197 O O +and 198,201 O O +the 202,205 O O +elderly 206,213 O O +, 213,214 O O +elderly 215,222 O O +fitness 223,230 O O +exercise 231,239 O O +Misunderstanding 240,256 O O +study 257,262 O O +and 263,266 O O +formulate 267,276 O B-Task +measures 277,285 O I-Task +and 286,289 O I-Task +methods 290,297 O I-Task +of 298,300 O I-Task +fitness 301,308 O I-Task +of 309,311 O O +the 312,315 O O +elderly 316,323 O O +, 323,324 O O +promoting 325,334 O O +elderly 335,342 O B-Process +fitness 343,350 O I-Process +training 351,359 O I-Process +towards 360,367 O O +a 368,369 O O +healthy 370,377 O O +, 377,378 O O +scientific 379,389 O O +direction 390,399 O O +, 399,400 O O +to 401,403 O O +promote 404,411 O B-Task +a 412,413 O I-Task +nationwide 414,424 O I-Task +fitness 425,432 O I-Task +activities 433,443 O I-Task +carried 444,451 O O +out 452,455 O O +in 456,458 O O +order 459,464 O O +to 465,467 O O +achieve 468,475 O O +the 476,479 O O +exercise 480,488 O B-Process +of 489,491 O I-Process +scientific 492,502 O I-Process +fitness 503,510 O I-Process +of 511,513 O O +older 514,519 O O +persons 520,527 O O +. 527,528 O O + + +-DOCSTART- (S2212667812000895) + +Faced 0,5 O O +with 6,10 O O +deficient 11,20 O O +ability 21,28 O O +of 29,31 O O +autonomic 32,41 O B-Task +learning 42,50 O I-Task +among 51,56 O O +learners 57,65 O O +and 66,69 O O +low 70,73 O B-Process +emotional 74,83 O I-Process +involvement 84,95 O I-Process +in 96,98 O O +current 99,106 O O +web 107,110 O B-Material +- 110,111 O I-Material +based 111,116 O I-Material +instructional 117,130 O I-Material +environment 131,142 O I-Material +, 142,143 O O +here 144,148 O O +we 149,151 O O +propose 152,159 O B-Task +a 160,161 O I-Task +construct 162,171 O I-Task +model 172,177 O I-Task +that 178,182 O O +is 183,185 O O +based 186,191 O O +on 192,194 O O +inter 195,200 O O +- 200,201 O O +subjectivity 201,213 O O +fusing 214,220 O B-Process +cognition 221,230 O I-Process +with 231,235 O I-Process +emotion 236,243 O I-Process +to 244,246 O O +make 247,251 O O +up 252,254 O O +for 255,258 O O +these 259,264 O O +shortages 265,274 O O +. 274,275 O O + +Further 276,283 O O +more 284,288 O O +, 288,289 O O +we 290,292 O O +’ve 292,295 O O +put 296,299 O O +the 300,303 O O +construct 304,313 O B-Process +model 314,319 O I-Process +into 320,324 O O +practice 325,333 O O +through 334,341 O O +the 342,345 O O +online 346,352 O B-Process +teaching 353,361 O I-Process +reformation 362,373 O I-Process +of 374,376 O O +the 377,380 O O +quality 381,388 O O +course 389,395 O O +apparel 396,403 O O +production 404,414 O O +and 415,418 O O +management 419,429 O O +. 429,430 O O + + +-DOCSTART- (S2212667812000937) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +we 15,17 O O +present 18,25 O O +algorithms 26,36 O B-Task +for 37,40 O I-Task +automatic 41,50 O I-Task +generation 51,61 O I-Task +of 62,64 O I-Task +logic 65,70 O I-Task +reasoning 71,80 O I-Task +questions 81,90 O I-Task +. 90,91 O I-Task + +The 92,95 O O +algorithms 96,106 O O +are 107,110 O O +able 111,115 O O +to 116,118 O O +construct 119,128 O B-Process +questions 129,138 O I-Process +that 139,143 O I-Process +are 144,147 O I-Process +solvable 148,156 O I-Process +with 157,161 O I-Process +unique 162,168 O I-Process +solutions 169,178 O I-Process +. 178,179 O O + +The 180,183 O O +algorithms 184,194 O O +employ 195,201 O O +AI 202,204 O B-Process +techniques 205,215 O I-Process +such 216,220 O O +as 221,223 O O +semantic 224,232 O B-Process +networks 233,241 O I-Process +to 242,244 O O +produce 245,252 O O +verbal 253,259 O B-Material +questions 260,269 O I-Material +. 269,270 O O + +These 271,276 O O +algorithms 277,287 O O +are 288,291 O O +small 292,297 O O +in 298,300 O O +size 301,305 O O +and 306,309 O O +are 310,313 O O +able 314,318 O O +to 319,321 O O +replace 322,329 O O +traditional 330,341 O B-Material +question 342,350 O I-Material +databases 351,360 O I-Material +. 360,361 O O + +They 362,366 O O +are 367,370 O O +particularly 371,383 O O +suitable 384,392 O O +for 393,396 O O +implementation 397,411 O O +on 412,414 O O +the 415,418 O O +memory 419,425 O B-Process +constrained 426,437 O I-Process +mobile 438,444 O I-Process +platforms 445,454 O I-Process +. 454,455 O O + +The 456,459 O O +algorithms 460,470 O O +can 471,474 O O +be 475,477 O O +applied 478,485 O O +to 486,488 O O +question 489,497 O B-Process +generation 498,508 O I-Process +for 509,512 O I-Process +job 513,516 O I-Process +interview 517,526 O I-Process +, 526,527 O O +civil 528,533 O O +service 534,541 O O +exam 542,546 O O +, 546,547 O O +etc 548,551 O O +. 551,552 O O + + 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256,258 O O +objective 259,268 O B-Task +analysis 269,277 O I-Task +on 278,280 O I-Task +the 281,284 O I-Task +sports 285,291 O I-Task +- 291,292 O I-Task +biomechanics 292,304 O I-Task +factors 305,312 O I-Task +that 313,317 O O +can 318,321 O O +influence 322,331 O O +the 332,335 O O +race 336,340 O O +, 340,341 O O +hoping 341,347 O O +to 348,350 O O +provide 351,358 O O +a 359,360 O O +theoretical 361,372 O B-Task +basis 373,378 O I-Task +for 379,382 O O +the 383,386 O O +deep 387,391 O B-Task +development 392,403 O I-Task +and 404,407 O I-Task +training 408,416 O I-Task +of 417,419 O I-Task +walking 420,427 O I-Task +race 428,432 O I-Task +. 432,433 O O + + +-DOCSTART- (S221266781300018X) + +Amodel 0,6 O O +are 7,10 O O +proposed 11,19 O O +for 20,23 O O +modeling 24,32 O B-Task +data 33,37 O I-Task +- 37,38 O I-Task +centric 38,45 O I-Task +Web 46,49 O I-Task +services 50,58 O I-Task +which 59,64 O O +are 65,68 O O +powered 69,76 O O +by 77,79 O O +relational 80,90 O B-Material +databases 91,100 O I-Material +and 101,104 O O +interact 105,113 O B-Process +with 114,118 O I-Process +users 119,124 O I-Process +according 125,134 O O +to 135,137 O O +logical 138,145 O B-Process +formulas 146,154 O I-Process +specifying 155,165 O O +input 166,171 O O +constraints 172,183 O O +, 183,184 O O +control 185,192 O B-Process +- 192,193 O I-Process +flow 193,197 O I-Process +constraints 198,209 O I-Process +and 210,213 O O +state 214,219 O B-Process +/ 219,220 O I-Process +output 220,226 O I-Process +/ 226,227 O I-Process +action 227,233 O I-Process +rules 234,239 O I-Process +. 239,240 O O + +The 241,244 O O +Linear 245,251 O B-Process +Temporal 252,260 O I-Process +First 261,266 O I-Process +- 266,267 O I-Process +Order 267,272 O I-Process +Logic 273,278 O I-Process +( 279,280 O O +LTL 280,283 O B-Process +- 283,284 O I-Process +FO 284,286 O I-Process +) 286,287 O O +formulas 288,296 O O +over 297,301 O O +inputs 302,308 O O +, 308,309 O O +states 310,316 O O +, 316,317 O O +outputs 318,325 O O +and 326,329 O O +actions 330,337 O O +are 338,341 O O +used 342,346 O O +to 347,349 O O +express 350,357 O O +the 358,361 O O +properties 362,372 O O +to 373,375 O O +be 376,378 O O +verified 379,387 O O +. 387,388 O O + +We 388,390 O O +have 391,395 O O +proven 396,402 O O +that 403,407 O O +automatic 408,417 O O +verification 418,430 O O +of 431,433 O O +LTL 434,437 O B-Process +- 437,438 O I-Process +FO 438,440 O I-Process +properties 441,451 O O +of 452,454 O O +data 455,459 O B-Material +- 459,460 O I-Material +centric 460,467 O I-Material +Web 468,471 O I-Material +services 472,480 O I-Material +under 481,486 O O +input 487,492 O O +- 492,493 O O +bounded 493,500 O O +constraints 501,512 O O +is 513,515 O O +decidable 516,525 O O +by 526,528 O O +reducing 529,537 O B-Process +Web 538,541 O I-Process +services 542,550 O I-Process +to 551,553 O I-Process +data 554,558 O I-Process +- 558,559 O I-Process +centric 559,566 O I-Process +Web 567,570 O I-Process 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O O +management 170,180 O B-Process +. 180,181 O O + +This 182,186 O O +paper 187,192 O O +is 193,195 O O +exploring 196,205 O O +the 206,209 O O +role 210,214 O B-Task +of 215,217 O I-Task +software 218,226 O I-Task +engineering 227,238 O I-Task +courses 239,246 O I-Task +in 247,249 O O +computer 250,258 O B-Task +engineering 259,270 O I-Task +related 271,278 O O +branches 279,287 O O +and 288,291 O O +then 292,296 O O +reasons 297,304 O O +why 305,308 O O +software 309,317 O O +developers 318,328 O O +lack 329,333 O O +project 334,341 O B-Process +management 342,352 O I-Process +in 353,355 O O +proper 356,362 O B-Process +software 363,371 O I-Process +management 372,382 O I-Process +trainings 383,392 O I-Process +. 392,393 O O + +Our 394,397 O O +findings 398,406 O O +reflect 407,414 O O +that 415,419 O O +in 420,422 O O +majority 423,431 O O +of 432,434 O O +computer 435,443 O O +related 444,451 O O +branches 452,460 O O +like 461,465 O O +computer 466,474 O O +science 475,482 O O +, 482,483 O O +computer 484,492 O O +engineering 493,504 O O +, 504,505 O O +information 506,517 O O +system 518,524 O O +engineering 525,536 O O +there 537,542 O O +is 543,545 O O +no 546,548 O O +place 549,554 O O +for 555,558 O O +software 559,567 O B-Process +project 568,575 O I-Process +management 576,586 O I-Process +course 587,593 O I-Process +. 593,594 O O + +Our 595,598 O O +findings 599,607 O O +are 608,611 O O +based 612,617 O O +on 618,620 O O +a 621,622 O O +survey 623,629 O B-Task +of 630,632 O I-Task +course 633,639 O I-Task +curriculums 640,651 O I-Task +of 652,654 O O +computer 655,663 O B-Task +engineering 664,675 O I-Task +, 675,676 O O +computer 677,685 O B-Task +science 686,693 O I-Task +and 694,697 O I-Task +information 698,709 O I-Task +system 710,716 O I-Task +engineering 717,728 O I-Task +courses 729,736 O O +taught 737,743 O O +in 744,746 O O +Turkish 747,754 O O +universities 755,767 O O +. 767,768 O O + + +-DOCSTART- (S2212667813000762) + +Analyzing 0,9 O O +the 10,13 O O +significance 14,26 O O +of 27,29 O O +macroscopical 30,43 O O +dynamic 44,51 O O +monitoring 52,62 O O +of 63,65 O O +new 66,69 O O +add 70,73 O O +construction 74,86 O B-Material +land 87,91 O I-Material +, 91,92 O O +considering 93,104 O O +the 105,108 O O +influence 109,118 O O +of 119,121 O O +various 122,129 O O +factors 130,137 O O +, 137,138 O O +this 139,143 O O +paper 144,149 O O +selected 150,158 O O +Yinchuan 159,167 O B-Material +Plain 168,173 O I-Material +for 174,177 O O +a 178,179 O O +typical 180,187 O O +experimental 188,200 O O +zone 201,205 O O +, 205,206 O O +built 207,212 O O +knowledge 213,222 O B-Material +base 223,227 O I-Material +of 228,230 O O +remote 231,237 O B-Process +sensing 238,245 O I-Process +images 246,252 O I-Process +interpretation 253,267 O I-Process +, 267,268 O O +used 269,273 O O +multi 274,279 O B-Material +- 279,280 O I-Material +temporal 280,288 O I-Material +remote 289,295 O I-Material +sensing 296,303 O I-Material +images 304,310 O I-Material +, 310,311 O O +carried 312,319 O O +through 320,327 O O +interactive 328,339 O B-Process +interpretation 340,354 O I-Process +of 355,357 O I-Process +change 358,364 O I-Process +patterns 365,373 O I-Process +of 374,376 O O +new 377,380 O O +add 381,384 O O +construction 385,397 O B-Material +land 398,402 O I-Material +and 403,406 O O +field 407,412 O B-Process +validation 413,423 O I-Process +. 423,424 O O + +Interpretation 425,439 O B-Task +results 440,447 O O +of 448,450 O O +20 451,453 O O +m 453,454 O O +scale 455,460 O O +remote 461,467 O B-Material +sensing 468,475 O I-Material +image 476,481 O I-Material +show 482,486 O O +that 487,491 O O +the 492,495 O O +minimum 496,503 O O +spot 504,508 O O +average 509,516 O O +area 517,521 O O +of 522,524 O O +new 525,528 O O +construction 529,541 O B-Material +land 542,546 O I-Material +change 547,553 O O +monitored 554,563 O O +by 564,566 O O +20 567,569 O O +m 569,570 O O +scale 571,576 O O +remote 577,583 O B-Material +sensing 584,591 O I-Material +data 592,596 O I-Material +is 597,599 O O +about 600,605 O O +6 606,607 O O +acres 608,613 O O +. 613,614 O O + +The 615,618 O O +ability 619,626 O O +20 627,629 O O +m 629,630 O O +scale 631,636 O O +remote 637,643 O B-Material +sensing 644,651 O I-Material +data 652,656 O I-Material +identifies 657,667 O B-Process +new 668,671 O I-Process +increased 672,681 O I-Process +construction 682,694 O I-Process +land 695,699 O I-Process +change 700,706 O O +further 707,714 O O +strengthens 715,726 O O +, 726,727 O O +shows 728,733 O O +in 734,736 O O +the 737,740 O O +recognition 741,752 O B-Process +of 753,755 O I-Process +the 756,759 O I-Process +smallest 760,768 O I-Process +spot 769,773 O I-Process +area 774,778 O I-Process +reduces 779,786 O O +and 787,790 O O +the 791,794 O O +recognition 795,806 O B-Process +accuracy 807,815 O O +increases 816,825 O O +. 825,826 O O + + +-DOCSTART- (S2212667813000774) + +Evolutionary 0,12 O B-Process +Algorithms 13,23 O I-Process +are 24,27 O O +the 28,31 O O +stochastic 32,42 O B-Process +optimization 43,55 O I-Process +methods 56,63 O I-Process +, 63,64 O O +simulating 65,75 O O +the 76,79 O O +behavior 80,88 O O +of 89,91 O O +natural 92,99 O B-Process +evolution 100,109 O I-Process +. 109,110 O O + +These 111,116 O O +algorithms 117,127 O O +are 128,131 O O +basically 132,141 O O +population 142,152 O B-Process +based 153,158 O I-Process +search 159,165 O I-Process +procedures 166,176 O I-Process +efficiently 177,188 O O +dealing 189,196 O O +with 197,201 O O +complex 202,209 O O +search 210,216 O O +spaces 217,223 O O +having 224,230 O O +robust 231,237 O O +and 238,241 O O +powerful 242,250 O O +search 251,257 O B-Process +mechanism 258,267 O I-Process +. 267,268 O O + +EAs 269,272 O B-Process +are 273,276 O O +highly 277,283 O O +applicable 284,294 O O +in 295,297 O O +multiobjective 298,312 O O +optimization 313,325 O B-Process +problem 326,333 O I-Process +which 334,339 O O +are 340,343 O O +having 344,350 O O +conflicting 351,362 O O +objectives 363,373 O O +. 373,374 O O + +This 375,379 O O +paper 380,385 O O +reviews 386,393 O B-Task +the 394,397 O I-Task +work 398,402 O I-Task +carried 403,410 O I-Task +out 411,414 O I-Task +for 415,418 O I-Task +diversity 419,428 O I-Task +and 429,432 O I-Task +convergence 433,444 O I-Task +issues 445,451 O I-Task +in 452,454 O I-Task +EMO 455,458 O I-Task +. 458,459 O O + + +-DOCSTART- (S221266781300083X) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +coordination 15,27 O B-Task +problem 28,35 O I-Task +of 36,38 O I-Task +agricultural 39,51 O I-Task +products 52,60 O I-Task +supply 61,67 O I-Task +chain 68,73 O I-Task +with 74,78 O O +stochastic 79,89 O B-Process +yield 90,95 O I-Process +is 96,98 O O +studied 99,106 O O +based 107,112 O O +on 113,115 O O +prices 116,122 O B-Process +compensation 123,135 O I-Process +strategy 136,144 O I-Process +. 144,145 O O + +The 146,149 O O +agricultural 150,162 O B-Process +producing 163,172 O I-Process +is 173,175 O O +influenced 176,186 O O +by 187,189 O O +the 190,193 O O +natural 194,201 O O +conditions 202,212 O O +, 212,213 O O +and 214,217 O O +the 218,221 O O +yield 222,227 O B-Process +is 228,230 O O +uncertain 231,240 O O +. 240,241 O O + +While 242,247 O O +agricultural 248,260 O B-Material +products 261,269 O I-Material +is 270,272 O O +rigid 273,278 O O +demand 279,285 O O +goods 286,291 O O +, 291,292 O O +the 293,296 O O +fluctuations 297,309 O B-Process +of 310,312 O I-Process +yield 313,318 O I-Process +cause 319,324 O O +greater 325,332 O O +volatility 333,343 O O +of 344,346 O O +prices 347,353 O O +. 353,354 O O + +The 355,358 O O +two- 359,363 O B-Process +echelon 364,371 O I-Process +supply 372,378 O I-Process +chain 379,384 O I-Process +with 385,389 O O +one 390,393 O O +supplier 394,402 O O +and 403,406 O O +one 407,410 O O +retailor 411,419 O O +is 420,422 O O +studied 423,430 O O +, 430,431 O O +and 432,435 O O +the 436,439 O O +mathematical 440,452 O B-Task +model 453,458 O I-Task +is 459,461 O I-Task +constructed 462,473 O I-Task +. 473,474 O O + +The 475,478 O O +model 479,484 O O +showed 485,491 O O +that 492,496 O O +prices 497,503 O B-Process +compensation 504,516 O I-Process +strategy 517,525 O I-Process +is 526,528 O O +Pareto 529,535 O O +improvement 536,547 O O +for 548,551 O O +agricultural 552,564 O B-Process +products 565,573 O I-Process +supply 574,580 O I-Process +chain 581,586 O I-Process +with 587,591 O O +stochastic 592,602 O B-Process +yield 603,608 O I-Process +, 608,609 O O +and 610,613 O O +it 614,616 O O +also 617,621 O O +incentive 622,631 O O +agricultural 632,644 O B-Material +products 645,653 O I-Material +supplier 654,662 O O +to 663,665 O O +rise 666,670 O O +the 671,674 O O +production 675,685 O B-Process +plan 686,690 O I-Process +and 691,694 O O +balance 695,702 O O +the 703,706 O O +profit 707,713 O B-Process +allocation 714,724 O I-Process +of 725,727 O O +supply 728,734 O B-Process +chain 735,740 O I-Process +. 740,741 O O + + +-DOCSTART- (S2212667813001068) + +It 0,2 O O +is 3,5 O O +difficult 6,15 O O +in 16,18 O O +directly 19,27 O O +predicting 28,38 O O +permeability 39,51 O B-Process +from 52,56 O O +porosity 57,65 O B-Process +in 66,68 O O +tight 69,74 O O +sandstones 75,85 O B-Material +due 86,89 O O +to 90,92 O O +the 93,96 O O +poor 97,101 O O +relationship 102,114 O O +between 115,122 O O +core 123,127 O O +derived 128,135 O O +porosity 136,144 O B-Process +and 145,148 O O +permeability 149,161 O B-Process +that 162,166 O O +caused 167,173 O O +by 174,176 O O +the 177,180 O O +extreme 181,188 O O +heterogeneity 189,202 O O +. 202,203 O O + +The 204,207 O O +classical 208,217 O O +SDR 218,221 O B-Process +( 222,223 O O +Schlumberger 223,235 O B-Process +Doll 236,240 O I-Process +Research 241,249 O I-Process +) 249,250 O O +and 251,254 O O +Timur 255,260 O B-Process +- 260,261 O I-Process +Coates 261,267 O I-Process +models 268,274 O I-Process +are 275,278 O O +all 279,282 O O +unusable 283,291 O O +because 292,299 O O +not 300,303 O O +enough 304,310 O O +core 311,315 O O +samples 316,323 O O +were 324,328 O O +drilled 329,336 O O +for 337,340 O O +lab 341,344 O O +NMR 345,348 O B-Process +experimental 349,361 O B-Process +measurements 362,374 O I-Process +to 375,377 O O +calibrate 378,387 O B-Task +the 388,391 O I-Task +involved 392,400 O I-Task +model 401,406 O I-Task +parameters 407,417 O I-Task +. 417,418 O O + +Based 419,424 O O +on 425,427 O O +the 428,431 O O +classification 432,446 O B-Process +scale 447,452 O I-Process +method 453,459 O I-Process +( 460,461 O O +CSM 461,464 O B-Process +) 464,465 O O +, 465,466 O O +after 467,472 O O +the 473,476 O O +target 477,483 O O +tight 484,489 O O +sandstones 490,500 O B-Material +are 501,504 O O +classified 505,515 O O +into 516,520 O O +two 521,524 O O +types 525,530 O O +, 530,531 O O +the 532,535 O O +relationship 536,548 O O +between 549,556 O O +core 557,561 O O +porosity 562,570 O B-Process +and 571,574 O O +permeability 575,587 O B-Process +is 588,590 O O +established 591,602 O O +for 603,606 O O +every 607,612 O O +type 613,617 O O +of 618,620 O O +formations 621,631 O O +, 631,632 O O +and 633,636 O O +the 637,640 O O +corresponding 641,654 O O +permeability 655,667 O B-Task +estimation 668,678 O I-Task +models 679,685 O I-Task +are 686,689 O O +established 690,701 O O +. 701,702 O O + +Field 703,708 O B-Material +examples 709,717 O I-Material +show 718,722 O O +that 723,727 O O +the 728,731 O O +classification 732,746 O B-Process +scale 747,752 O I-Process +method 753,759 O I-Process +is 760,762 O O +effective 763,772 O O +in 773,775 O O +estimating 776,786 O O +tight 787,792 O O +sandstone 793,802 O B-Material +permeability 803,815 O B-Process +. 815,816 O O + + +-DOCSTART- (S2212667814000045) + +The 0,3 O O +opportunity 4,15 O O +offered 16,23 O O +by 24,26 O O +digital 27,34 O O +technologies 35,47 O O +to 48,50 O O +make 51,55 O O +deep 56,60 O O +rationalization 61,76 O B-Process +in 77,79 O O +purchase 80,88 O O +of 89,91 O O +supplies 92,100 O B-Material +is 101,103 O O +becoming 104,112 O O +indispensable 113,126 O O +in 127,129 O O +competition 130,141 O O +between 142,149 O O +enterprises 150,161 O O +, 161,162 O O +considering 163,174 O O +positive 175,183 O O +effects 184,191 O O +in 192,194 O O +reducing 195,203 O B-Process +the 204,207 O I-Process +costs 208,213 O I-Process +of 214,216 O O +the 217,220 O O +companies 221,230 O O +that 231,235 O O +have 236,240 O O +adopted 241,248 O O +the 249,252 O O +E 253,254 O B-Process +- 254,255 O I-Process +Procurement 255,266 O I-Process +. 266,267 O O + +As 268,270 O O +it 271,273 O O +has 274,277 O O +been 278,282 O O +confirmed 283,292 O O +by 293,295 O O +numerous 296,304 O O +case 305,309 O B-Task +studies 310,317 O I-Task +, 317,318 O O +automation 319,329 O B-Process +of 330,332 O I-Process +procedures 333,343 O I-Process +for 344,347 O O +the 348,351 O O +purchase 352,360 O O +through 361,368 O O +e 369,370 O B-Process +- 370,371 O I-Process +procurement 371,382 O I-Process +technology 383,393 O I-Process +enables 394,401 O O +companies 402,411 O O +to 412,414 O O +achieve 415,422 O O +a 423,424 O O +reduction 425,434 O O +in 435,437 O O +costs 438,443 O O +( 444,445 O O +average 445,452 O O +8 453,454 O O +- 454,455 O O +12 455,457 O O +% 457,458 O O +) 458,459 O O +of 460,462 O O +total 463,468 O O +purchases 469,478 O O +. 478,479 O O + +So 480,482 O O +web 483,486 O B-Process +- 486,487 O I-Process +based 487,492 O I-Process +models 493,499 O I-Process +are 500,503 O O +playing 504,511 O O +a 512,513 O O +critical 514,522 O O +role 523,527 O O +within 528,534 O O +companies 535,544 O O +, 544,545 O O +especially 546,556 O O +in 557,559 O O +the 560,563 O O +generation 564,574 O B-Process +of 575,577 O I-Process +value 578,583 O I-Process +of 584,586 O I-Process +supply 587,593 O I-Process +chain 594,599 O I-Process +. 599,600 O O + +This 601,605 O O +article 606,613 O O +focuses 614,621 O O +on 622,624 O O +the 625,628 O O +role 629,633 O B-Task +of 634,636 O I-Task +e 637,638 O I-Task +- 638,639 O I-Task +procurement 639,650 O I-Task +within 651,657 O O +a 658,659 O O +supply 660,666 O B-Process +chain 667,672 O I-Process +showing 673,680 O O +, 680,681 O O +through 682,689 O O +simulations 690,701 O B-Process +, 701,702 O O +the 703,706 O O +advantages 707,717 O O +and 718,721 O O +difficulties 722,734 O O +of 735,737 O O +implementing 738,750 O O +a 751,752 O O +systematic 753,763 O O +use 764,767 O O +of 768,770 O O +the 771,774 O O +Internet 775,783 O O +and 784,787 O O +defining 788,796 O O +the 797,800 O O +basic 801,806 O O +structure 807,816 O O +of 817,819 O O +an 820,822 O O +e 823,824 O B-Process +- 824,825 O I-Process +supply 825,831 O I-Process +chain 832,837 O I-Process +. 837,838 O O + + +-DOCSTART- (S2212667814000069) + +In 0,2 O O +the 3,6 O O +present 7,14 O O +paper 15,20 O O +, 20,21 O O +a 22,23 O O +hypergraph 24,34 O B-Task +model 35,40 O I-Task +for 41,44 O O +the 45,48 O O +structural 49,59 O B-Process +system 60,66 O I-Process +modeling 67,75 O I-Process +and 76,79 O O +reconfigurability 80,97 O B-Process +analysis 98,106 O I-Process +has 107,110 O O +been 111,115 O O +presented 116,125 O O +. 125,126 O O + +At 127,129 O O +first 130,135 O O +, 135,136 O O +we 137,139 O O +represent 140,149 O O +each 150,154 O O +system 155,161 O O +equation 162,170 O O +by 171,173 O O +a 174,175 O O +hyperedge 176,185 O O +, 185,186 O O +and 187,190 O O +then 191,195 O O +we 196,198 O O +extend 199,205 O O +the 206,209 O O +modeling 210,218 O B-Process +hypergraph 219,229 O I-Process +with 230,234 O O +others 235,241 O O +colored 242,249 O O +hyperedges 250,260 O O +( 261,262 O O +red 262,265 O O +and 266,269 O O +blue 270,274 O O +) 274,275 O O +which 276,281 O O +allows 282,288 O O +us 289,291 O O +to 292,294 O O +perform 295,302 O O +the 303,306 O O +analysis 307,315 O B-Task +task 316,320 O I-Task +. 320,321 O O + +Based 322,327 O O +on 328,330 O O +the 331,334 O O +bottom 335,341 O B-Process +up 342,344 O I-Process +analysis 345,353 O I-Process +hypergraph 354,364 O I-Process +model 365,370 O I-Process +, 370,371 O O +it 372,374 O O +'s 374,376 O O +very 377,381 O O +easy 382,386 O O +to 387,389 O O +check 390,395 O O +the 396,399 O O +system 400,406 O B-Process +reconfigurability 407,424 O I-Process +in 425,427 O O +the 428,431 O O +presence 432,440 O O +of 441,443 O O +fault 444,449 O O +by 450,452 O O +verifying 453,462 O B-Process +the 463,466 O I-Process +existence 467,476 O I-Process +of 477,479 O I-Process +paths 480,485 O I-Process +from 486,490 O I-Process +the 491,494 O I-Process +affected 495,503 O I-Process +hyperedge 504,513 O I-Process +to 514,516 O O +specifics 517,526 O O +blue 527,531 O O +hyperedges 532,542 O O +passing 543,550 O O +through 551,558 O O +specifics 559,568 O O +red 569,572 O O +hyperedges 573,583 O O +. 583,584 O O + +The 585,588 O O +method 589,595 O O +is 596,598 O O +illustrated 599,610 O O +through 611,618 O O +a 619,620 O O +pedagogical 621,632 O B-Task +example 633,640 O I-Task +. 640,641 O O + + +-DOCSTART- (S2212667814000070) + +This 0,4 O O +paper 5,10 O O +suggests 11,19 O O +a 20,21 O O +design 22,28 O B-Task +of 29,31 O I-Task +high 32,36 O I-Task +quality 37,44 O I-Task +real 45,49 O I-Task +- 49,50 O I-Task +time 50,54 O I-Task +rotation 55,63 O I-Task +face 64,68 O I-Task +detection 69,78 O I-Task +architecture 79,91 O I-Task +for 92,95 O I-Task +gesture 96,103 O I-Task +recognition 104,115 O I-Task +of 116,118 O I-Task +smart 119,124 O I-Task +TV 125,127 O I-Task +. 127,128 O O + +For 129,132 O O +high 133,137 O O +performance 138,149 O O +rotated 150,157 O O +face 158,162 O B-Process +detection 163,172 O I-Process +, 172,173 O O +the 174,177 O O +multiple 178,186 O O +- 186,187 O O +MCT(Modified 187,199 O B-Process +Census 200,206 O I-Process +Transform 207,216 O I-Process +) 216,217 O O +architecture 218,230 O O +, 230,231 O O +which 232,237 O O +is 238,240 O O +robust 241,247 O O +against 248,255 O O +lighting 256,264 O O +change 265,271 O O +, 271,272 O O +was 273,276 O O +used 277,281 O O +. 281,282 O O + +The 283,286 O O +Adaboost 287,295 O B-Process +learning 296,304 O I-Process +algorithm 305,314 O I-Process +was 315,318 O O +used 319,323 O O +for 324,327 O O +creating 328,336 O B-Task +optimized 337,346 O I-Task +learning 347,355 O I-Task +data 356,360 O I-Task +. 360,361 O O + +The 362,365 O O +proposed 366,374 O O +hardware 375,383 O B-Material +structure 384,393 O I-Material +was 394,397 O O +composed 398,406 O O +of 407,409 O O +Color 410,415 O B-Material +Space 416,421 O I-Material +Converter 422,431 O I-Material +, 431,432 O O +Image 433,438 O B-Material +Resizer 439,446 O I-Material +, 446,447 O I-Material +Noise 448,453 O B-Material +Filter 454,460 O I-Material +, 460,461 O O +Memory 462,468 O B-Material +Controller 469,479 O I-Material +Interface 480,489 O I-Material +, 489,490 O O +Image 491,496 O B-Material +Rotator 497,504 O I-Material +, 504,505 O O +Image 506,511 O B-Material +Scaler 512,518 O I-Material +, 518,519 O O +MCT 520,523 O B-Material +Generator 524,533 O I-Material +, 533,534 O O +Candidate 535,544 O B-Material +Detector 545,553 O I-Material +, 553,554 O I-Material +Confidence 555,565 O B-Material +Switch 566,572 O I-Material +, 572,573 O O +Confidence 574,584 O B-Material +Mapper 585,591 O I-Material +, 591,592 O O +Position 593,601 O B-Material +Resizer 602,609 O I-Material +, 609,610 O I-Material +Data 611,615 O B-Material +Grouper 616,623 O I-Material +, 623,624 O O +Overlay 625,632 O B-Material +Processor 633,642 O I-Material +and 643,646 O O +Color 647,652 O B-Material +Overlay 653,660 O I-Material +Processer 661,670 O I-Material +. 670,671 O O + +As 672,674 O O +a 675,676 O O +result 677,683 O O +, 683,684 O O +suggested 685,694 O O +face 695,699 O B-Process +detection 700,709 O I-Process +device 710,716 O O +can 717,720 O O +conduct 721,728 O O +real 729,733 O B-Process +- 733,734 O I-Process +time 734,738 O I-Process +processing 739,749 O I-Process +at 750,752 O O +speed 753,758 O O +of 759,761 O O +at 762,764 O O +least 765,770 O O +30 771,773 O O +frames 774,780 O O +per 781,784 O O +second 785,791 O O +. 791,792 O O + + +-DOCSTART- (S2212667814000124) + +Based 0,5 O O +on 6,8 O O +expectation 9,20 O B-Process +- 20,21 O I-Process +maximization 21,33 O I-Process +algorithm 34,43 O I-Process +, 43,44 O O +parameter 45,54 O B-Task +estimation 55,65 O I-Task +was 66,69 O O +proposed 70,78 O O +for 79,82 O O +data 83,87 O B-Process +- 87,88 O I-Process +driven 88,94 O I-Process +nonlinear 95,104 O I-Process +models 105,111 O I-Process +in 112,114 O O +this 115,119 O O +work 120,124 O O +. 124,125 O O + +On 126,128 O O +this 129,133 O O +basis 134,139 O O +, 139,140 O O +particle 141,149 O B-Material +filters 150,157 O I-Material +were 158,162 O O +used 163,167 O O +to 168,170 O O +approximately 171,184 O O +calculate 185,194 O O +integrals 195,204 O O +, 204,205 O O +deriving 206,214 O O +EM 215,217 O B-Process +algorithm 218,227 O I-Process +based 228,233 O O +on 234,236 O O +particle 237,245 O B-Material +filter 246,252 O I-Material +. 252,253 O O + +And 254,257 O O +the 258,261 O O +effectiveness 262,275 O O +of 276,278 O O +using 279,284 O O +the 285,288 O O +proposed 289,297 O O +algorithm 298,307 O O +for 308,311 O O +the 312,315 O O +soft 316,320 O B-Material +sensor 321,327 O I-Material +of 328,330 O O +COx 331,334 O B-Material +content 335,342 O O +in 343,345 O O +tail 346,350 O B-Material +gas 351,354 O I-Material +of 355,357 O O +PX 358,360 O B-Process +oxidation 361,370 O I-Process +side 371,375 O O +reactions 376,385 O O +was 386,389 O O +verified 390,398 O O +through 399,406 O O +simulation 407,417 O B-Process +results 418,425 O O +. 425,426 O O + + +-DOCSTART- (S2212667814000264) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +we 15,17 O O +present 18,25 O O +a 26,27 O O +project 28,35 O O +aiming 36,42 O O +at 43,45 O O +integrating 46,57 O B-Task +immersive 58,67 O I-Task +virtual 68,75 O I-Task +reality 76,83 O I-Task +technologies 84,96 O I-Task +into 97,101 O I-Task +a 102,103 O I-Task +three 104,109 O I-Task +- 109,110 O I-Task +dimensional 110,121 O I-Task +virtual 122,129 O I-Task +world 130,135 O I-Task +. 135,136 O O + +We 137,139 O O +use 140,143 O O +an 144,146 O O +educational 147,158 O B-Material +platform 159,167 O I-Material +vAcademia 168,177 O B-Material +as 178,180 O O +a 181,182 O O +test 183,187 O O +bed 188,191 O O +for 192,195 O O +the 196,199 O O +project 200,207 O O +, 207,208 O O +and 209,212 O O +focus 213,218 O O +on 219,221 O O +improving 222,231 O O +the 232,235 O O +learning 236,244 O B-Process +process 245,252 O I-Process +and 253,256 O O +, 256,257 O O +subsequently 258,270 O O +– 271,272 O O +the 273,276 O O +outcomes 277,285 O O +. 285,286 O O + +We 287,289 O O +aim 290,293 O O +at 294,296 O O +increasing 297,307 O B-Task +the 308,311 O I-Task +immersiveness 312,325 O I-Task +of 326,328 O I-Task +3D 329,331 O I-Task +virtual 332,339 O I-Task +world 340,345 O I-Task +experience 346,356 O I-Task +by 357,359 O O +applying 360,368 O O +motion 369,375 O B-Process +tracking 376,384 O I-Process +for 385,388 O O +controlling 389,400 O B-Process +the 401,404 O I-Process +avatar 405,411 O I-Process +and 412,415 O O +two 416,419 O O +technologies 420,432 O O +for 433,436 O O +natural 437,444 O B-Process +navigation 445,455 O I-Process +: 455,456 O O +immersive 457,466 O B-Process +projection 467,477 O I-Process +and 478,481 O O +head 482,486 O B-Material +- 486,487 O I-Material +mounted 487,494 O I-Material +display 495,502 O I-Material +. 502,503 O O + +In 504,506 O O +addition 507,515 O O +, 515,516 O O +we 517,519 O O +propose 520,527 O O +the 528,531 O O +major 532,537 O B-Task +types 538,543 O I-Task +of 544,546 O I-Task +learning 547,555 O I-Task +scenarios 556,565 O I-Task +for 566,569 O O +the 570,573 O O +use 574,577 O O +of 578,580 O O +the 581,584 O O +designed 585,593 O O +systems 594,601 O O +. 601,602 O O + + +-DOCSTART- (S2212667814000331) + +In 0,2 O O +order 3,8 O O +to 9,11 O O +solve 12,17 O O +the 18,21 O O +problem 22,29 O B-Task +that 30,34 O I-Task +the 35,38 O I-Task +diesel 39,45 O I-Task +engine 46,52 O I-Task +PT 53,55 O I-Task +fuel 56,60 O I-Task +system 61,67 O I-Task +is 68,70 O I-Task +unable 71,77 O I-Task +to 78,80 O I-Task +field 81,86 O I-Task +maintain 87,95 O I-Task +, 95,96 O O +developed 97,106 O O +a 107,108 O O +portable 109,117 O B-Material +signal 118,124 O I-Material +acquisition 125,136 O I-Material +and 137,140 O I-Material +analysis 141,149 O I-Material +system 150,156 O I-Material +for 157,160 O O +diesel 161,167 O B-Material +engine 168,174 O I-Material +PT 175,177 O I-Material +fuel 178,182 O I-Material +system 183,189 O I-Material +. 189,190 O O + +Firstly 191,198 O O +, 198,199 O O +the 200,203 O O +PT 204,206 O B-Task +pump 207,211 O I-Task +work 212,216 O I-Task +Principle 217,226 O I-Task +was 227,230 O I-Task +analyzed 231,239 O I-Task +, 239,240 O O +and 241,244 O O +the 245,248 O O +PT 249,251 O B-Material +pump 252,256 O I-Material +failure 257,264 O O +mapping 265,272 O O +relation 273,281 O O +between 282,289 O O +reason 290,296 O O +and 297,300 O O +failure 301,308 O O +phenomenon 309,319 O O +was 320,323 O O +analyzed 324,332 O O +; 332,333 O O +Secondly 334,342 O O +, 342,343 O O +the 344,347 O O +diesel 348,354 O B-Material +engine 355,361 O I-Material +PT 362,364 O I-Material +pump 365,369 O I-Material +failure 370,377 O B-Task +fuel 378,382 O I-Task +pressure 383,391 O I-Task +characteristics 392,407 O I-Task +were 408,412 O I-Task +analyzed 413,421 O I-Task +; 421,422 O O +Lastly 423,429 O O +, 429,430 O O +using 431,436 O O +the 437,440 O O +portable 441,449 O O +signal 450,456 O B-Process +acquisition 457,468 O I-Process +and 469,472 O O +analysis 473,481 O B-Process +system 482,488 O I-Process +to 489,491 O O +diagnose 492,500 O B-Task +the 501,504 O I-Task +diesel 505,511 O I-Task +engine 512,518 O I-Task +PT 519,521 O I-Task +fuel 522,526 O I-Task +system 527,533 O I-Task +, 533,534 O O +experiment 535,545 O O +results 546,553 O O +show 554,558 O O +that 559,563 O O +the 564,567 O O +system 568,574 O O +can 575,578 O O +correctly 579,588 O O +detect 589,595 O B-Process +the 596,599 O I-Process +diesel 600,606 O I-Process +engine 607,613 O I-Process +PT 614,616 O I-Process +fuel 617,621 O I-Process +system 622,628 O I-Process +state 629,634 O I-Process +. 634,635 O O + + +-DOCSTART- (S2212667814000380) + +The 0,3 O O +behavior 4,12 O O +of 13,15 O O +cellular 16,24 O B-Material +beam 25,29 O I-Material +is 30,32 O O +described 33,42 O O +using 43,48 O O +design 49,55 O B-Task +methods 56,63 O I-Task +according 64,73 O O +to 74,76 O O +BS 77,79 O O +: 79,80 O O +5950 81,85 O O +, 85,86 O O +considering 87,98 O O +particularly 99,111 O O +the 112,115 O O +strength 116,124 O O +of 125,127 O O +tee 128,131 O O +sections 132,140 O O +and 141,144 O O +web 145,148 O O +post 149,153 O O +element 154,161 O O +. 161,162 O O + +Such 163,167 O O +behavior 168,176 O O +is 177,179 O O +derived 180,187 O O +from 188,192 O O +parametric 193,203 O O +study 204,209 O O +involving 210,219 O O +finite 220,226 O B-Process +element 227,234 O I-Process +analysis 235,243 O I-Process +using 244,249 O O +software 250,258 O O +ANSYS 259,264 O B-Material +. 264,265 O O + +The 266,269 O O +design 270,276 O B-Process +method 277,283 O I-Process +is 284,286 O O +based 287,292 O O +on 293,295 O O +plastic 296,303 O B-Process +analysis 304,312 O I-Process +of 313,315 O I-Process +beam 316,320 O I-Process +section 321,328 O I-Process +at 329,331 O O +ultimate 332,340 O O +loads 341,346 O O +and 347,350 O O +elastic 351,358 O B-Process +analysis 359,367 O I-Process +at 368,370 O O +serviceability 371,385 O O +loads 386,391 O O +. 391,392 O O + +The 393,396 O O +procedure 397,406 O B-Task +of 407,409 O I-Task +design 410,416 O I-Task +of 417,419 O I-Task +cellular 420,428 O I-Task +beam 429,433 O I-Task +is 434,436 O I-Task +illustrated 437,448 O I-Task +and 449,452 O O +an 453,455 O O +example 456,463 O O +based 464,469 O O +on 470,472 O O +design 473,479 O B-Process +method 480,486 O I-Process +is 487,489 O O +worked 490,496 O O +out 497,500 O O +and 501,504 O O +its 505,508 O O +verification 509,521 O O +is 522,524 O O +done 525,529 O O +for 530,533 O O +checking 534,542 O O +the 543,546 O O +suitability 547,558 O O +. 558,559 O O + + +-DOCSTART- (S2212667814000550) + +The 0,3 O O +low 4,7 O B-Process +- 7,8 O I-Process +carbon 8,14 O I-Process +economic 15,23 O I-Process +development 24,35 O I-Process +has 36,39 O O +become 40,46 O O +the 47,50 O O +trend 51,56 O O +and 57,60 O O +orientation 61,72 O O +of 73,75 O O +regional 76,84 O B-Process +economic 85,93 O I-Process +development 94,105 O I-Process +. 105,106 O O + +As 107,109 O O +the 110,113 O O +residents 114,123 O O +of 124,126 O O +Heilongjiang 127,139 O O +province 140,148 O O +, 148,149 O O +their 150,155 O O +consumption 156,167 O O +is 168,170 O O +the 171,174 O O +most 175,179 O O +direct 180,186 O O +way 187,190 O O +to 191,193 O O +achieve 194,201 O O +the 202,205 O O +low 206,209 O O +- 209,210 O O +carbon 210,216 O B-Material +lifestyle 217,226 O O +. 226,227 O O + +Based 228,233 O O +on 234,236 O O +the 237,240 O O +research 241,249 O O +and 250,253 O O +discussion 254,264 O O +of 265,267 O O +the 268,271 O O +connotation 272,283 O O +of 284,286 O O +low 287,290 O B-Process +- 290,291 O I-Process +carbon 291,297 O I-Process +consumption 298,309 O I-Process +and 310,313 O O +its 314,317 O O +culture 318,325 O O +, 325,326 O O +behaviour 327,336 O O +, 336,337 O O +preferences 338,349 O O +and 350,353 O O +habits 354,360 O O +, 360,361 O O +it 362,364 O O +is 365,367 O O +concluded 368,377 O O +that 378,382 O O +the 383,386 O O +low 387,390 O B-Process +- 390,391 O I-Process +carbon 391,397 O I-Process +consumption 398,409 O I-Process +requires 410,418 O O +us 419,421 O O +to 422,424 O O +abide 425,430 O O +by 431,433 O O +the 434,437 O O +life 438,442 O O +- 442,443 O O +style 443,448 O O +of 449,451 O O +knowledge 452,461 O O +and 462,465 O O +culture 466,473 O O +. 473,474 O O + +Therefore 475,484 O O +, 484,485 O O +it 486,488 O O +is 489,491 O O +obvious 492,499 O O +that 500,504 O O +the 505,508 O O +development 509,520 O B-Task +of 521,523 O I-Task +low 524,527 O I-Task +- 527,528 O I-Task +carbon 528,534 O I-Task +economy 535,542 O I-Task +is 543,545 O O +a 546,547 O O +complex 548,555 O O +and 556,559 O O +systematic 560,570 O O +project 571,578 O O +, 578,579 O O +involved 580,588 O O +the 589,592 O O +economic 593,601 O B-Process +development 602,613 O I-Process +mode 614,618 O O +, 618,619 O O +technological 620,633 O B-Process +innovation 634,644 O I-Process +mode 645,649 O O +, 649,650 O O +consumption 651,662 O O +values 663,669 O O +and 670,673 O O +changes 674,681 O O +of 682,684 O O +lifestyle 685,694 O O +. 694,695 O O + + +-DOCSTART- (S2212667814000690) + +The 0,3 O O +paper 4,9 O O +presents 10,18 O B-Task +the 19,22 O I-Task +results 23,30 O I-Task +of 31,33 O I-Task +studies 34,41 O I-Task +of 42,44 O I-Task +the 45,48 O I-Task +effect 49,55 O I-Task +of 56,58 O I-Task +multiwalled 59,70 O I-Task +carbon 71,77 O I-Task +nanotubes 78,87 O I-Task +18 88,90 O O +- 90,91 O O +20 91,93 O O +nm 93,95 O O +in 96,98 O O +concentrations 99,113 O O +of 114,116 O O +1 117,118 O O +and 119,122 O O +10 123,125 O O +mg 125,127 O O +/ 128,129 O O +ml 130,132 O O +for 133,136 O O +diatoms 137,144 O O +Pseudo 145,151 O B-Material +- 151,152 O I-Material +nitzschia 152,161 O I-Material +pungens 162,169 O I-Material +( 170,171 O O +clone 171,176 O B-Material +PP-07 177,182 O I-Material +) 182,183 O O +and 184,187 O O +golden 188,194 O O +alga 195,199 O O + +Isochrysis 200,210 O O +galbana 211,218 O O +( 219,220 O O +clone 220,225 O B-Material +TISO 226,230 O I-Material +) 230,231 O O +. 231,232 O O + +The 233,236 O O +toxic 237,242 O B-Process +effects 243,250 O I-Process +of 251,253 O O +multiwalled 254,265 O O +nanotubes 266,275 O B-Material +on 276,278 O O +both 279,283 O O +types 284,289 O O +of 290,292 O O +algae 293,298 O B-Material +is 299,301 O O +revealed 302,310 O O +, 310,311 O O +which 312,317 O O +results 318,325 O O +in 326,328 O O +a 329,330 O O +decrease 331,339 O O +of 340,342 O O +the 343,346 O O +linear 347,353 O O +dimensions 354,364 O O +of 365,367 O O +cells 368,373 O B-Material +, 373,374 O O +chloroplasts 375,387 O B-Material +, 387,388 O O +and 389,392 O O +a 393,394 O O +reduced 395,402 O O +number 403,409 O O +of 410,412 O O +cells 413,418 O B-Material +when 419,423 O O +incubated 424,433 O B-Process +over 434,438 O O +24h 439,442 O O +( 443,444 O O +Pseudo 444,450 O B-Material +- 450,451 O I-Material +nitzschia 451,460 O I-Material +pungens 461,468 O I-Material +) 468,469 O O +and 470,473 O O +36hours 474,481 O O +( 482,483 O O +Isochrysis 483,493 O B-Material +galbana 494,501 O I-Material +) 501,502 O O +. 502,503 O O + + +-DOCSTART- (S2212667814000732) + +The 0,3 O O +retrospective 4,17 O B-Task +assessment 18,28 O I-Task +of 29,31 O I-Task +environmental 32,45 O I-Task +carrying 46,54 O I-Task +capacity 55,63 O I-Task +aims 64,68 O O +to 69,71 O O +obtain 72,78 O B-Task +the 79,82 O I-Task +historical 83,93 O I-Task +development 94,105 O I-Task +situation 106,115 O I-Task +of 116,118 O I-Task +reclamation 119,130 O I-Task +domain 131,137 O I-Task +, 137,138 O O +it 139,141 O O +'s 141,143 O O +an 144,146 O O +essential 147,156 O O +tool 157,161 O O +for 162,165 O O +improving 166,175 O B-Task +the 176,179 O I-Task +managed 180,187 O I-Task +level 188,193 O I-Task +and 194,197 O O +guiding 198,205 O B-Task +the 206,209 O I-Task +environmental 210,223 O I-Task +management 224,234 O I-Task +of 235,237 O I-Task +reclamation 238,249 O I-Task +. 249,250 O O + +In 251,253 O O +this 254,258 O O +paper 259,264 O O +, 264,265 O O +a 266,267 O O +synthetic 268,277 O B-Task +assessment 278,288 O I-Task +method 289,295 O I-Task +based 296,301 O I-Task +on 302,304 O I-Task +cloud 305,310 O I-Task +theory 311,317 O I-Task +is 318,320 O I-Task +applied 321,328 O I-Task +to 329,331 O O +evaluate 332,340 O O +the 341,344 O O +single 345,351 O O +factor 352,358 O O +and 359,362 O O +multiple 363,371 O O +factors 372,379 O O +environmental 380,393 O B-Process +carrying 394,402 O I-Process +capacity 403,411 O I-Process +in 412,414 O O +Caofeidian 415,425 O O +marine 426,432 O O +district 433,441 O O +, 441,442 O O +Tangshan 443,451 O O +Bay 452,455 O O +, 455,456 O O +China 457,462 O O +. 462,463 O O + +With 464,468 O O +the 469,472 O O +field 473,478 O B-Material +data 479,483 O I-Material +of 484,486 O O +five 487,491 O O +assessment 492,502 O O +indexes 503,510 O O +in 511,513 O O +recent 514,520 O O +six 521,524 O O +years 525,530 O O +, 530,531 O O +the 532,535 O O +assessment 536,546 O O +results 547,554 O O +are 555,558 O O +obtained 559,567 O O +which 568,573 O O +show 574,578 O O +that 579,583 O O +the 584,587 O O +marine 588,594 O B-Process +reclamation 595,606 O I-Process +has 607,610 O O +a 611,612 O O +certain 613,620 O O +impact 621,627 O O +for 628,631 O O +the 632,635 O O +marine 636,642 O O +environment 643,654 O O +. 654,655 O O + + +-DOCSTART- (S2212667814000756) + +This 0,4 O O +study 5,10 O O +is 11,13 O O +focused 14,21 O O +on 22,24 O O +the 25,28 O O +water 29,34 O B-Process +- 34,35 O I-Process +gas 35,38 O I-Process +shift 39,44 O I-Process +reaction 45,53 O I-Process +( 54,55 O O +WGSR 55,59 O B-Process +) 59,60 O O +, 60,61 O O +occurring 62,71 O O +in 72,74 O O +the 75,78 O O +chemical 79,87 O B-Process +kinetics 88,96 O I-Process +equipment 97,106 O I-Process +, 106,107 O O +which 108,113 O O +is 114,116 O O +used 117,121 O O +to 122,124 O O +increase 125,133 O O +hydrogen 134,142 O B-Process +recovery 143,151 O I-Process +from 152,156 O O +industrial 157,167 O B-Process +processes 168,177 O I-Process +. 177,178 O O + +The 179,182 O O +research 183,191 O O +deals 192,197 O O +with 198,202 O O +comparing 203,212 O O +hydrogen 213,221 O B-Process +recovery 222,230 O I-Process +with 231,235 O O +the 236,239 O O +use 240,243 O O +of 244,246 O O +three 247,252 O O +different 253,262 O O +catalysts 263,272 O B-Material +. 272,273 O O + +The 274,277 O O +amount 278,284 O O +of 285,287 O O +the 288,291 O O +produced 292,300 O O +hydrogen 301,309 O B-Material +depends 310,317 O O +considerably 318,330 O O +on 331,333 O O +the 334,337 O O +reaction 338,346 O B-Process +state 347,352 O O +and 353,356 O O +the 357,360 O O +catalyst 361,369 O B-Material +composition 370,381 O O +. 381,382 O O + +To 383,385 O O +improve 386,393 O O +the 394,397 O O +course 398,404 O O +of 405,407 O O +the 408,411 O O +reaction 412,420 O B-Process +, 420,421 O O +natural 422,429 O B-Material +catalysts 430,439 O I-Material +– 440,441 O O +calcite 442,449 O B-Material +, 449,450 O O +coal 451,455 O B-Material +char 456,460 O I-Material +( 461,462 O O +unburned 462,470 O B-Material +residues 471,479 O I-Material +from 480,484 O I-Material +coal 485,489 O I-Material +) 489,490 O O +and 491,494 O O +modified 495,503 O B-Material +olivine 504,511 O I-Material + +– 512,513 O O +are 514,517 O O +added 518,523 O O +to 524,526 O O +the 527,530 O O +gasification 531,543 O B-Process +process 544,551 O I-Process +and 552,555 O O +heated 556,562 O B-Process +to 563,565 O O +the 566,569 O O +process 570,577 O O +temperature 578,589 O O +of 590,592 O O +800 593,596 O O +, 596,597 O O +850 598,601 O O +and 602,605 O O +900oC. 606,612 O O + + +-DOCSTART- (S221266781400080X) + +Several 0,7 O O +inorganic 8,17 O B-Material +flocculating 18,30 O I-Material +agents 31,37 O I-Material +, 37,38 O O +including 39,48 O O +FeSO4 49,54 O B-Material +, 54,55 O O +Al2(SO4)3 56,65 O B-Material +, 65,66 O I-Material +FeCl3 67,72 O B-Material +and 73,76 O O +an 77,79 O O +organic 80,87 O B-Material +coagulant 88,97 O I-Material +aid 98,101 O I-Material +PAM 102,105 O B-Material +, 105,106 O O +were 107,111 O O +used 112,116 O O +to 117,119 O O +treat 120,125 O B-Process +the 126,129 O I-Process +wastewater 130,140 O I-Process +from 141,145 O O +domestic 146,154 O O +anima 155,160 O O +and 161,164 O O +poultry 165,172 O O +breeding 173,181 O O +in 182,184 O O +this 185,189 O O +paper 190,195 O O +. 195,196 O O + +The 197,200 O O +ideal 201,206 O O +operating 207,216 O O +conditions 217,227 O O +were 228,232 O O +attained 233,241 O O +by 242,244 O O +single 245,251 O B-Task +factor 252,258 O I-Task +experiment 259,269 O I-Task +and 270,273 O O +orthogonal 274,284 O B-Task +design 285,291 O I-Task +experiment 292,302 O I-Task +. 302,303 O O + +And 304,307 O O +the 308,311 O O +ideal 312,317 O O +operating 318,327 O O +conditions 328,338 O O +are 339,342 O O +follows 343,350 O O +: 350,351 O O +the 352,355 O O +dose 356,360 O O +of 361,363 O O +FeSO4 364,369 O B-Material +and 370,373 O O + +PAM 374,377 O B-Material +is 378,380 O O + +135.2mg 381,388 O O +/ 388,389 O O +L 389,390 O O +and 391,394 O O +0.384mg 395,402 O O +/ 402,403 O O +L 403,404 O O +respectively 405,417 O O +when 418,422 O O +keeping 423,430 O O +the 431,434 O O +pH 435,437 O O +10 438,440 O O +; 440,441 O O +and 442,445 O O + +the 446,449 O O +corresponding 450,463 O O +removal 464,471 O B-Process +rate 472,476 O I-Process +is 477,479 O O +55 480,482 O O +% 482,483 O O +and 484,487 O O +60 488,490 O O +% 490,491 O O +for 492,495 O O +COD 496,499 O B-Material +and 500,503 O O +turbidity 504,513 O O +. 513,514 O O + +Based 515,520 O O +on 521,523 O O +the 524,527 O O +experimental 528,540 O O +results 541,548 O O +, 548,549 O O +this 550,554 O O +paper 555,560 O O +analyzes 561,569 O B-Task +the 570,573 O I-Task +main 574,578 O I-Task +factors 579,586 O I-Task +that 587,591 O O +affect 592,598 O O +wastewater 599,609 O B-Process +flocculation 610,622 O I-Process +treatment 623,632 O I-Process +. 632,633 O O + + +-DOCSTART- (S2212667814000884) + +Many 0,4 O O +models 5,11 O B-Process +have 12,16 O O +been 17,21 O O +propounded 22,32 O O +for 33,36 O O +forecasting 37,48 O B-Process +lightning 49,58 O I-Process +. 58,59 O O + +Though 60,66 O O +majority 67,75 O O +of 76,78 O O +the 79,82 O O +model 83,88 O B-Process +had 89,92 O O +shown 93,98 O O +accuracy 99,107 O O +, 107,108 O O +the 109,112 O O +response 113,121 O O +time 122,126 O O +in 127,129 O O +detecting 130,139 O O +natural 140,147 O B-Process +phenomenon 148,158 O I-Process +is 159,161 O O +quite 162,167 O O +low 168,171 O O +. 171,172 O O + +In 173,175 O O +this 176,180 O O +model 181,186 O O +, 186,187 O O +we 188,190 O O +used 191,195 O O +the 196,199 O O +mathematical 200,212 O B-Task +experimentation 213,228 O I-Task +of 229,231 O O +the 232,235 O O +micro 236,241 O B-Material +scale 242,247 O I-Material +plasmas 248,255 O I-Material +to 256,258 O O +develop 259,266 O O +the 267,270 O O +macro 271,276 O B-Material +scale 277,282 O I-Material +atmospheric 283,294 O I-Material +plasma 295,301 O I-Material +which 302,307 O O +we 308,310 O O +believe 311,318 O O +is 319,321 O O +a 322,323 O O +major 324,329 O O +influence 330,339 O O +of 340,342 O O +lightning 343,352 O B-Process +. 352,353 O O + +The 354,357 O O +Schrödinger 358,369 O B-Process +- 369,370 O I-Process +electrostatic 370,383 O I-Process +algorithm 384,393 O I-Process +was 394,397 O O +propounded 398,408 O O +to 409,411 O O +further 412,419 O O +increase 420,428 O O +both 429,433 O O +the 434,437 O O +accuracy 438,446 O O +and 447,450 O O +alacrity 451,459 O O +of 460,462 O O +detecting 463,472 O B-Process +natural 473,480 O I-Process +phenomena 481,490 O I-Process +. 490,491 O I-Process + +According 492,501 O O +to 502,504 O O +our 505,508 O O +theoretical 509,520 O B-Task +experimentation 521,536 O I-Task +, 536,537 O O +the 538,541 O O +air 542,545 O B-Material +density 546,553 O O +plays 554,559 O O +a 560,561 O O +major 562,567 O O +role 568,572 O O +in 573,575 O O +lightning 576,585 O B-Process +forecast 586,594 O O +. 594,595 O O + +Our 596,599 O O +guess 600,605 O O +was 606,609 O O +verified 610,618 O O +using 619,624 O O +the 625,628 O O +Davis 629,634 O B-Process +Weather 635,642 O I-Process +Station 643,650 O I-Process +to 651,653 O O +track 654,659 O B-Task +the 660,663 O I-Task +air 664,667 O I-Task +density 668,675 O I-Task +both 676,680 O O +in 681,683 O O +the 684,687 O O +upper 688,693 O O +and 694,697 O O +lower 698,703 O O +atmosphere 704,714 O O +. 714,715 O O + +The 716,719 O O +air 720,723 O B-Material +density 724,731 O O +in 732,734 O O +the 735,738 O O +upper 739,744 O B-Material +atmosphere 745,755 O I-Material +showed 756,762 O O +prospect 763,771 O O +as 772,774 O O +a 775,776 O O +vital 777,782 O O +factor 783,789 O O +for 790,793 O O +lightning 794,803 O B-Process +forecast 804,812 O O +. 812,813 O O + + +-DOCSTART- (S2212667814000951) + +Design 0,6 O B-Task +semantics 7,16 O I-Task +is 17,19 O O +an 20,22 O O +integration 23,34 O B-Task +of 35,37 O I-Task +human 38,43 O I-Task +mode 44,48 O I-Task +of 49,51 O I-Task +existence 52,61 O I-Task +and 62,65 O I-Task +view 66,70 O I-Task +on 71,73 O I-Task +culture 74,81 O I-Task +and 82,85 O I-Task +art 86,89 O I-Task +, 89,90 O O +which 91,96 O O +means 97,102 O O +it 103,105 O O +is 106,108 O O +a 109,110 O O +unity 111,116 O B-Task +of 117,119 O I-Task +art 120,123 O I-Task +and 124,127 O I-Task +science 128,135 O I-Task +. 135,136 O O + +Design 137,143 O B-Task +semantics 144,153 O I-Task +is 154,156 O O +the 157,160 O O +annotation 161,171 O B-Task +of 172,174 O I-Task +form 175,179 O I-Task +and 180,183 O I-Task +the 184,187 O I-Task +reflection 188,198 O I-Task +of 199,201 O I-Task +its 202,205 O I-Task +symbolic 206,214 O I-Task +meaning 215,222 O I-Task +, 222,223 O O +which 224,229 O O +means 230,235 O O +it 236,238 O O +is 239,241 O O +an 242,244 O O +explanation 245,256 O B-Task +of 257,259 O I-Task +the 260,263 O I-Task +deposited 264,273 O I-Task +human 274,279 O I-Task +cultural 280,288 O I-Task +spirit 289,295 O I-Task +. 295,296 O O + +Chinese 297,304 O O +art 305,308 O O +stresses 309,317 O O +Expression 318,328 O O +, 328,329 O O +Force 330,335 O O +and 336,339 O O +Qi 340,342 O O +. 342,343 O O + +In 344,346 O O +China 347,352 O O +, 352,353 O O +people 354,360 O O +advocate 361,369 O O +“ 370,371 O O +to 371,373 O B-Process +learn 374,379 O I-Process +from 380,384 O I-Process +nature 385,391 O I-Process +” 391,392 O O +, 392,393 O O +“ 394,395 O O +to 395,397 O O +look 398,402 O O +up 403,405 O O +to 406,408 O O +observe 409,416 O O +the 417,420 O O +sun 421,424 O O +, 424,425 O O +the 426,429 O O +moon 430,434 O O +and 435,438 O O +stars 439,444 O O +, 444,445 O O +and 446,449 O O +look 450,454 O O +down 455,459 O O +to 460,462 O O +observe 463,470 O B-Process +the 471,474 O I-Process +surroundings 475,487 O I-Process +” 487,488 O O +, 488,489 O O +and 490,493 O O +take 494,498 O O +“ 499,500 O O +Nature 500,506 O O +and 507,510 O O +Man 511,514 O O +in 515,517 O O +One 518,521 O O +” 521,522 O O +as 523,525 O O +the 526,529 O O +highest 530,537 O O +state 538,543 O O +of 544,546 O O +spirit 547,553 O O +. 553,554 O O + +Design 555,561 O B-Task +semantics 562,571 O I-Task +is 572,574 O O +expressed 575,584 O O +in 585,587 O O +space 588,593 O B-Task +environment 594,605 O I-Task +design 606,612 O I-Task +through 613,620 O O +a 621,622 O O +symbiotic 623,632 O O +philosophical 633,646 O O +view 647,651 O O +that 652,656 O O +natural 657,664 O B-Material +and 665,668 O I-Material +artificial 669,679 O I-Material +forms 680,685 O I-Material +are 686,689 O O +complementary 690,703 O O +and 704,707 O O +interactive 708,719 O O +. 719,720 O O + +This 721,725 O O +form 726,730 O O +of 731,733 O O +design 734,740 O O +leads 741,746 O O +humans 747,753 O O +back 754,758 O O +to 759,761 O O +a 762,763 O O +better 764,770 O O +state 771,776 O O +of 777,779 O O +living 780,786 O O +, 786,787 O O +i.e. 788,792 O O +Nature 793,799 O O +and 800,803 O O +Man 804,807 O O +in 808,810 O O +One 811,814 O O +. 814,815 O O + + +-DOCSTART- (S2212667814000975) + +It 0,2 O O +has 3,6 O O +been 7,11 O O +acknowledged 12,24 O O +that 25,29 O O +megalopolises 30,43 O O +are 44,47 O O +playing 48,55 O O +a 56,57 O O +leading 58,65 O O +role 66,70 O O +in 71,73 O O +the 74,77 O O +processes 78,87 O O +of 88,90 O O +both 91,95 O O +economic 96,104 O B-Process +development 105,116 O I-Process +and 117,120 O O +culture 121,128 O B-Process +change 129,135 O I-Process +. 135,136 O O + +Thereupon 137,146 O O +, 146,147 O O +the 148,151 O O +new 152,155 O O +emphases 156,164 O O +on 165,167 O O +sustainability 168,182 O B-Process +of 183,185 O I-Process +transportation 186,200 O I-Process +system 201,207 O I-Process +in 208,210 O O +megalopolis 211,222 O O +are 223,226 O O +creating 227,235 O O +new 236,239 O O +demands 240,247 O O +for 248,251 O O +adequate 252,260 O O +approach 261,269 O B-Task +to 270,272 O I-Task +measure 273,280 O I-Task +its 281,284 O I-Task +performance 285,296 O I-Task +and 297,300 O I-Task +diagnosis 301,310 O I-Task +potential 311,320 O I-Task +drawbacks 321,330 O I-Task +. 330,331 O O + +By 332,334 O O +examining 335,344 O O +the 345,348 O O +descriptions 349,361 O O +of 362,364 O O +sustainable 365,376 O O +transport 377,386 O B-Process +system 387,393 O I-Process +as 394,396 O O +well 397,401 O O +as 402,404 O O +its 405,408 O O +evaluating 409,419 O O +approach 420,428 O O +, 428,429 O O +a 430,431 O O +framework 432,441 O B-Material +with 442,446 O O +the 447,450 O O +general 451,458 O O +applicability 459,472 O O +and 473,476 O O +easily 477,483 O O +accessible 484,494 O O +data 495,499 O O +resource 500,508 O O +for 509,512 O O +evaluating 513,523 O O +sustainability 524,538 O O +of 539,541 O O +transport 542,551 O B-Process +system 552,558 O I-Process +in 559,561 O O +megalopolis 562,573 O O +is 574,576 O O +developed 577,586 O O +based 587,592 O O +on 593,595 O O +nature 596,602 O O +of 603,605 O O +regional 606,614 O O +structure 615,624 O O +and 625,628 O O +the 629,632 O O +feature 633,640 O O +transport 641,650 O O +demand 651,657 O O +in 658,660 O O +megalopolis 661,672 O O +. 672,673 O O + +The 674,677 O O +proposed 678,686 O B-Task +framework 687,696 O I-Task +is 697,699 O I-Task +applied 700,707 O I-Task +in 708,710 O O +the 711,714 O O +analysis 715,723 O O +and 724,727 O O +comparison 728,738 O O +of 739,741 O O +Jing 742,746 O O +- 746,747 O O +Jin 747,750 O O +- 750,751 O O +Ji 751,753 O O +and 754,757 O O +Yangtze 758,765 O O +River 766,771 O O +Delta 772,777 O O +.. 777,779 O O + + +-DOCSTART- (S2212667814000987) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +we 14,16 O O +consider 17,25 O O +problems 26,34 O B-Task +of 35,37 O I-Task +creating 38,46 O I-Task +and 47,50 O I-Task +introducing 51,62 O I-Task +intelligent 63,74 O I-Task +management 75,85 O I-Task +systems 86,93 O I-Task +as 94,96 O O +one 97,100 O O +of 101,103 O O +the 104,107 O O +most 108,112 O O +important 113,122 O O +mechanism 123,132 O O +of 133,135 O O +increasing 136,146 O B-Task +energy 147,153 O I-Task +efficiency 154,164 O I-Task +in 165,167 O O +industry 168,176 O O +. 176,177 O O + +Operating 178,187 O O +principles 188,198 O O +of 199,201 O O +intelligent 202,213 O B-Process +electric 214,222 O I-Process +power 223,228 O I-Process +distribution 229,241 O I-Process +systems 242,249 O I-Process +developed 250,259 O O +in 260,262 O O +MSTU 263,267 O B-Material +« 268,269 O I-Material +STANKIN 269,276 O I-Material +» 276,277 O I-Material +for 278,281 O O +AC 282,284 O B-Material +and 285,288 O I-Material +DC 289,291 O I-Material +grids 292,297 O I-Material +on 298,300 O O +industrial 301,311 O O +plants 312,318 O O +are 319,322 O O +described 323,332 O O +. 332,333 O O + +Essential 334,343 O O +devices 344,351 O B-Task +composing 352,361 O I-Task +the 362,365 O I-Task +systems 366,373 O I-Task +are 374,377 O I-Task +considered 378,388 O I-Task +, 388,389 O O +their 390,395 O O +technical 396,405 O B-Task +characteristics 406,421 O I-Task +are 422,425 O I-Task +described 426,435 O I-Task +. 435,436 O O + +Experimental 437,449 O O +results 450,457 O O +are 458,461 O O +presented 462,471 O O +. 471,472 O O + +In 472,474 O O +this 475,479 O O +paper 480,485 O O +we 486,488 O O +consider 489,497 O O +problems 498,506 O O +of 507,509 O O +creating 510,518 O B-Task +and 519,522 O I-Task +introducing 523,534 O I-Task +intelligent 535,546 O I-Task +management 547,557 O I-Task +systems 558,565 O I-Task +as 566,568 O O +one 569,572 O O +of 573,575 O O +the 576,579 O O +most 580,584 O O +important 585,594 O O +mechanism 595,604 O O +of 605,607 O O +increasing 608,618 O B-Task +energy 619,625 O I-Task +efficiency 626,636 O I-Task +in 637,639 O O +industry 640,648 O O +. 648,649 O O + +Operating 650,659 O O +principles 660,670 O O +of 671,673 O O +intelligent 674,685 O B-Process +electric 686,694 O I-Process +power 695,700 O I-Process +distribution 701,713 O I-Process +systems 714,721 O I-Process +developed 722,731 O O +in 732,734 O O +MSTU 735,739 O B-Material +« 740,741 O I-Material +STANKIN 741,748 O I-Material +» 748,749 O I-Material +for 750,753 O O +AC 754,756 O B-Material +and 757,760 O I-Material +DC 761,763 O I-Material +grids 764,769 O I-Material +on 770,772 O O +industrial 773,783 O O +plants 784,790 O O +are 791,794 O O +described 795,804 O O +. 804,805 O O + +Essential 806,815 O O +devices 816,823 O B-Task +composing 824,833 O I-Task +the 834,837 O I-Task +systems 838,845 O I-Task +are 846,849 O I-Task +considered 850,860 O I-Task +, 860,861 O O +their 862,867 O O +technical 868,877 O B-Task +characteristics 878,893 O I-Task +are 894,897 O I-Task +described 898,907 O I-Task +. 907,908 O O + +Experimental 909,921 O O +results 922,929 O O +are 930,933 O O +presented 934,943 O O +. 943,944 O O + + +-DOCSTART- (S2212667814001166) + +Along 0,5 O O +with 6,10 O O +the 11,14 O O +expansion 15,24 O B-Task +of 25,27 O I-Task +computer 28,36 O I-Task +- 36,37 O I-Task +based 37,42 O I-Task +climate 43,50 O I-Task +simulations 51,62 O I-Task +, 62,63 O O +efficient 64,73 O O +visualization 74,87 O B-Task +and 88,91 O I-Task +analysis 92,100 O I-Task +of 101,103 O I-Task +massive 104,111 O I-Task +climate 112,119 O I-Task +data 120,124 O I-Task +are 125,128 O O +becoming 129,137 O O +more 138,142 O O +important 143,152 O O +than 153,157 O O +ever 158,162 O O +. 162,163 O O + +In 164,166 O O +this 167,171 O O +paper 172,177 O O +, 177,178 O O +we 179,181 O O +try 182,185 O O +to 186,188 O O +explore 189,196 O B-Task +the 197,200 O I-Task +factors 201,208 O I-Task +behide 209,215 O I-Task +climate 216,223 O I-Task +changes 224,231 O I-Task +by 232,234 O O +combining 235,244 O B-Process +window 245,251 O I-Process +query 252,257 O I-Process +and 258,261 O I-Process +time 262,266 O I-Process +- 266,267 O I-Process +varying 267,274 O I-Process +data 275,279 O I-Process +mining 280,286 O I-Process +techniques 287,297 O I-Process +. 297,298 O O + +With 299,303 O O +constant 304,312 O O +query 313,318 O O +time 319,323 O O +and 324,327 O O +acceptable 328,338 O O +storage 339,346 O O +cost 347,351 O O +, 351,352 O O +the 353,356 O O +algorithms 357,367 O B-Process +presented 368,377 O O +support 378,385 O O +various 386,393 O O +queries 394,401 O B-Process +on 402,404 O O +3d 405,407 O B-Process +time 408,412 O I-Process +- 412,413 O I-Process +varying 413,420 O I-Process +datasets 421,429 O I-Process +, 429,430 O O +such 431,435 O O +as 436,438 O O +average 439,446 O O +, 446,447 O O +min 448,451 O O +, 451,452 O O +and 453,456 O O +max 457,460 O O +value 461,466 O O +. 466,467 O O + +A 468,469 O O +new 470,473 O O +time 474,478 O B-Process +- 478,479 O I-Process +varying 479,486 O I-Process +data 487,491 O I-Process +analysis 492,500 O I-Process +algorithm 501,510 O I-Process +is 511,513 O O +given 514,519 O O +, 519,520 O O +which 521,526 O O +is 527,529 O O +especially 530,540 O O +suitable 541,549 O O +for 550,553 O O +analyzing 554,563 O B-Task +big 564,567 O I-Task +data 568,572 O I-Task +. 572,573 O O + +All 574,577 O O +these 578,583 O O +algorithms 584,594 O B-Process +have 595,599 O O +been 600,604 O O +implemented 605,616 O B-Task +on 617,619 O I-Task +and 620,623 O I-Task +integrated 624,634 O I-Task +into 635,639 O I-Task +a 640,641 O I-Task +visual 642,648 O I-Task +analysis 649,657 O I-Task +system 658,664 O I-Task +, 664,665 O O +with 666,670 O O +tiled 671,676 O B-Material +- 676,677 O I-Material +LCD 677,680 O I-Material +ultra 681,686 O I-Material +- 686,687 O I-Material +resolution 687,697 O I-Material +display 698,705 O I-Material +. 705,706 O O + +Experimental 707,719 O O +results 720,727 O O +on 728,730 O O +several 731,738 O B-Material +datasets 739,747 O I-Material +from 748,752 O I-Material +practical 753,762 O I-Material +applications 763,775 O I-Material +are 776,779 O O +presented 780,789 O O +. 789,790 O O + + +-DOCSTART- (S2212667814001208) + +Improving 0,9 O B-Task +as 10,12 O I-Task +well 13,17 O I-Task +as 18,20 O I-Task +evaluating 21,31 O I-Task +the 32,35 O I-Task +performance 36,47 O I-Task +of 48,50 O O +High 51,55 O B-Task +Performance 56,67 O I-Task +Computing 68,77 O I-Task +( 78,79 O O +HPC 79,82 O B-Task +) 82,83 O O +applications 84,96 O O +by 97,99 O O +migrating 100,109 O B-Process +them 110,114 O I-Process +to 115,117 O I-Process +Cloud 118,123 O I-Process +environments 124,136 O I-Process +are 137,140 O O +widely 141,147 O O +considered 148,158 O O +as 159,161 O O +critical 162,170 O O +issues 171,177 O O +in 178,180 O O +the 181,184 O O +field 185,190 O O +of 191,193 O O +high 194,198 O B-Task +performance 199,210 O I-Task +and 211,214 O I-Task +Cloud 215,220 O I-Task +computing 221,230 O I-Task +. 230,231 O O + +However 232,239 O O +, 239,240 O O +poor 241,245 O B-Process +network 246,253 O I-Process +performance 254,265 O I-Process +, 265,266 O O +heterogeneous 267,280 O B-Process +and 281,284 O I-Process +dynamic 285,292 O I-Process +environments 293,305 O I-Process +are 306,309 O O +some 310,314 O O +series 315,321 O O +of 322,324 O O +pitfalls 325,333 O O +for 334,337 O O +execution 338,347 O B-Process +of 348,350 O I-Process +HPC 351,354 O I-Process +applications 355,367 O I-Process +in 368,370 O I-Process +Cloud 371,376 O I-Process +. 376,377 O O + +This 378,382 O O +paper 383,388 O O +proposes 389,397 O B-Task +a 398,399 O I-Task +new 400,403 O I-Task +approach 404,412 O I-Task +to 413,415 O I-Task +improve 416,423 O I-Task +the 424,427 O I-Task +performance 428,439 O I-Task +and 440,443 O I-Task +scalability 444,455 O I-Task +of 456,458 O I-Task +HPC 459,462 O I-Task +applications 463,475 O I-Task +on 476,478 O O +Amazon 479,485 O B-Material +'s 485,487 O I-Material +HPC 488,491 O I-Material +Cloud 492,497 O I-Material +. 497,498 O O + +The 499,502 O O +evidence 503,511 O O +from 512,516 O O +our 517,520 O O +approach 521,529 O O +points 530,536 O O +a 537,538 O O +significant 539,550 O O +improvement 551,562 O O +in 563,565 O O +speed 566,571 O B-Process +up 572,574 O I-Process +and 575,578 O O +scale 579,584 O B-Process +up 585,587 O I-Process +with 588,592 O O +the 593,596 O O +response 597,605 O B-Process +rate 606,610 O I-Process +of 611,613 O O +more 614,618 O O +than 619,623 O O +20 624,626 O O +percent 627,634 O O +parallel 635,643 O B-Process +efficiency 644,653 O I-Process +on 654,656 O O +the 657,660 O O +Cloud 661,666 O B-Material +in 667,669 O O +comparison 670,680 O O +to 681,683 O O +dedicated 684,693 O O +HPC 694,697 O B-Material +cluster 698,705 O I-Material +. 705,706 O O + +We 707,709 O O +state 710,715 O O +that 716,720 O O +the 721,724 O O +EC2 725,728 O B-Material +Cloud 729,734 O I-Material +system 735,741 O I-Material +is 742,744 O O +a 745,746 O O +feasible 747,755 O O +platform 756,764 O O +for 765,768 O O +deploying 769,778 O B-Process +on 779,781 O I-Process +- 781,782 O I-Process +demand 782,788 O I-Process +, 788,789 O I-Process +small 790,795 O I-Process +sized 796,801 O I-Process +HPC 802,805 O I-Process +applications 806,818 O I-Process +. 818,819 O O + + +-DOCSTART- (S221266781400121X) + +In 0,2 O O +the 3,6 O O +paper 7,12 O O +we 13,15 O O +present 16,23 O O +an 24,26 O O +extended 27,35 O B-Task +version 36,43 O I-Task +of 44,46 O I-Task +the 47,50 O I-Task +graph 51,56 O I-Task +- 56,57 O I-Task +based 57,62 O I-Task +unsupervised 63,75 O I-Task +Word 76,80 O I-Task +Sense 81,86 O I-Task +Disambiguation 87,101 O I-Task +algorithm 102,111 O I-Task +. 111,112 O O + +The 113,116 O O +algorithm 117,126 O B-Process +is 127,129 O O +based 130,135 O O +on 136,138 O O +the 139,142 O O +spreading 143,152 O B-Process +activation 153,163 O I-Process +scheme 164,170 O I-Process +applied 171,178 O O +to 179,181 O O +the 182,185 O O +graphs 186,192 O O +dynamically 193,204 O O +built 205,210 O B-Process +on 211,213 O I-Process +the 214,217 O I-Process +basis 218,223 O I-Process +of 224,226 O I-Process +the 227,230 O I-Process +text 231,235 O I-Process +words 236,241 O I-Process +and 242,245 O I-Process +a 246,247 O I-Process +large 248,253 O I-Process +wordnet 254,261 O I-Process +. 261,262 O O + +The 263,266 O O +algorithm 267,276 O B-Process +, 276,277 O O +originally 278,288 O O +proposed 289,297 O O +for 298,301 O O +English 302,309 O B-Material +and 310,313 O I-Material +Princeton 314,323 O I-Material +WordNet 324,331 O I-Material +, 331,332 O O +was 333,336 O O +adapted 337,344 O O +to 345,347 O O +Polish 348,354 O B-Material +and 355,358 O I-Material +plWordNet 359,368 O I-Material +. 368,369 O O + +An 370,372 O O +extension 373,382 O B-Process +based 383,388 O O +on 389,391 O O +the 392,395 O O +knowledge 396,405 O O +acquired 406,414 O O +from 415,419 O O +the 420,423 O O +corpus 424,430 O B-Process +- 430,431 O I-Process +derived 431,438 O I-Process +Measure 439,446 O I-Process +of 447,449 O I-Process +Semantic 450,458 O I-Process +Relatedness 459,470 O I-Process +was 471,474 O O +proposed 475,483 O O +. 483,484 O O + +The 485,488 O O +extended 489,497 O B-Process +algorithm 498,507 O I-Process +was 508,511 O O +evaluated 512,521 O O +against 522,529 O O +the 530,533 O O +manually 534,542 O B-Material +disambiguated 543,556 O I-Material +corpus 557,563 O I-Material +. 563,564 O O + +We 565,567 O O +observed 568,576 O O +improvement 577,588 O O +in 589,591 O O +the 592,595 O O +case 596,600 O O +of 601,603 O O +the 604,607 O O +disambiguation 608,622 O B-Process +performed 623,632 O O +for 633,636 O O +shorter 637,644 O O +text 645,649 O O +contexts 650,658 O O +. 658,659 O O + +In 660,662 O O +addition 663,671 O O +the 672,675 O O +algorithm 676,685 O O +application 686,697 O O +expressed 698,707 O O +improvement 708,719 O O +in 720,722 O O +document 723,731 O B-Task +clustering 732,742 O I-Task +task 743,747 O I-Task +. 747,748 O O + + +-DOCSTART- (S2212667814001245) + +Sentence 0,8 O B-Task +reduction 9,18 O I-Task +is 19,21 O O +one 22,25 O O +of 26,28 O O +approaches 29,39 O O +for 40,43 O O +text 44,48 O B-Task +summarization 49,62 O I-Task +that 63,67 O O +has 68,71 O O +been 72,76 O O +attracted 77,86 O O +many 87,91 O O +researchers 92,103 O O +and 104,107 O O +scholars 108,116 O O +of 117,119 O O +natural 120,127 O B-Task +language 128,136 O I-Task +processing 137,147 O I-Task +field 148,153 O O +. 153,154 O O + +In 155,157 O O +this 158,162 O O +paper 163,168 O O +, 168,169 O O +we 170,172 O O +present 173,180 O O +a 181,182 O O +method 183,189 O O +that 190,194 O O +generates 195,204 O B-Task +sentence 205,213 O I-Task +reduction 214,223 O I-Task +and 224,227 O O +applying 228,236 O O +in 237,239 O O +Vietnamese 240,250 O B-Process +text 251,255 O I-Process +summarization 256,269 O I-Process +using 270,275 O O +Bayesian 276,284 O B-Process +Network 285,292 O I-Process +model 293,298 O I-Process +. 298,299 O O + +Bayesian 300,308 O B-Process +network 309,316 O I-Process +model 317,322 O I-Process +is 323,325 O O +used 326,330 O O +to 331,333 O O +find 334,338 O O +the 339,342 O O +best 343,347 O B-Task +likelihood 348,358 O I-Task +short 359,364 O I-Task +sentence 365,373 O I-Task +through 374,381 O O +compare 382,389 O B-Process +difference 390,400 O I-Process +of 401,403 O I-Process +probability 404,415 O I-Process +. 415,416 O O + +Experimental 417,429 O O +results 430,437 O O +with 438,442 O O +980 443,446 O B-Material +sentences 447,456 O I-Material +, 456,457 O O +show 458,462 O O + +that 463,467 O O +our 468,471 O O +method 472,478 O O +really 479,485 O O +effectively 486,497 O O +in 498,500 O O +generating 501,511 O B-Process +sentence 512,520 O I-Process +reduction 521,530 O I-Process +that 531,535 O O +understandable 536,550 O O +, 550,551 O O +readable 552,560 O O +and 561,564 O O +exactly 565,572 O O +grammar 573,580 O O +. 580,581 O O + + +-DOCSTART- (S2212667814001294) + +Knowledge 0,9 O B-Task +Management 10,20 O I-Task +( 21,22 O O +KM 22,24 O B-Task +) 24,25 O O +is 26,28 O O +one 29,32 O O +of 33,35 O O +the 36,39 O O +hotspots 40,48 O O +for 49,52 O O +research 53,61 O O +in 62,64 O O +the 65,68 O O +past 69,73 O O +decade 74,80 O O +. 80,81 O O + +In 82,84 O O +most 85,89 O O +cases 90,95 O O +, 95,96 O O +the 97,100 O O +number 101,107 O O +of 108,110 O O +users 111,116 O O +in 117,119 O O +a 120,121 O O +Knowledge 122,131 O B-Process +Management 132,142 O I-Process +System 143,149 O I-Process +( 150,151 O O +KMS 151,154 O B-Process +) 154,155 O O +is 156,158 O O +very 159,163 O O +large 164,169 O O +, 169,170 O O +and 171,174 O O +they 175,179 O O +are 180,183 O O +from 184,188 O O +varied 189,195 O O +departments 196,207 O O +, 207,208 O O +even 209,213 O O +other 214,219 O O +companies 220,229 O O +. 229,230 O O + +In 231,233 O O +this 234,238 O O +paper 239,244 O O +, 244,245 O O +some 246,250 O O +defects 251,258 O B-Task +when 259,263 O I-Task +existing 264,272 O I-Task +methods 273,280 O I-Task +about 281,286 O I-Task +access 287,293 O I-Task +control 294,301 O I-Task +and 302,305 O I-Task +recommendation 306,320 O I-Task +are 321,324 O I-Task +deployed 325,333 O I-Task +in 334,336 O I-Task +KMS 337,340 O I-Task +are 341,344 O I-Task +analyzed 345,353 O I-Task +to 354,356 O O +show 357,361 O O +that 362,366 O O +these 367,372 O O +widely 373,379 O O +- 379,380 O O +used 380,384 O O +approaches 385,395 O O +need 396,400 O O +to 401,403 O O +be 404,406 O O +extended 407,415 O B-Process +. 415,416 O O + +To 417,419 O O +overcome 420,428 O O +the 429,432 O O +deficiencies 433,445 O O +of 446,448 O O +previous 449,457 O O +work 458,462 O O +, 462,463 O O +this 464,468 O O +paper 469,474 O O +proposes 475,483 O O +an 484,486 O O +extended 487,495 O O +Role 496,500 O B-Process +- 500,501 O I-Process +Based 501,506 O I-Process +Access 507,513 O I-Process +Control 514,521 O I-Process +( 522,523 O O +RBAC 523,527 O B-Process +) 527,528 O O +method 529,535 O O +and 536,539 O O +a 540,541 O O +hybrid 542,548 O B-Process +recommendation 549,563 O I-Process +approach 564,572 O I-Process +for 573,576 O O +Knowledge 577,586 O B-Process +Management 587,597 O I-Process +System 598,604 O I-Process +. 604,605 O O + +Also 606,610 O O +, 610,611 O O +a 612,613 O O +real 614,618 O B-Process +- 618,619 O I-Process +life 619,623 O I-Process +system 624,630 O I-Process +is 631,633 O O +presented 634,643 O O +to 644,646 O O +verify 647,653 O B-Task +the 654,657 O I-Task +proposed 658,666 O I-Task +methodology 667,678 O I-Task +. 678,679 O O + + +-DOCSTART- (S2212667814001348) + +Some 0,4 O O +nonlinear 5,14 O B-Process +wave 15,19 O I-Process +equations 20,29 O I-Process +are 30,33 O O +more 34,38 O O +difficult 39,48 O O +to 49,51 O O +investigate 52,63 O B-Task +mathematically 64,78 O I-Task +, 78,79 O O +as 80,82 O O +no 83,85 O O +general 86,93 O O +analytical 94,104 O B-Process +method 105,111 O I-Process +for 112,115 O O +their 116,121 O O +solutions 122,131 O O +exists 132,138 O O +. 138,139 O O + +The 140,143 O O +Exponential 144,155 O B-Process +Time 156,160 O I-Process +Differencing 161,173 O I-Process +( 174,175 O O +ETD 175,178 O B-Process +) 178,179 O O +technique 180,189 O O +requires 190,198 O O +minimum 199,206 O B-Material +stages 207,213 O I-Material +to 214,216 O O +obtain 217,223 O O +the 224,227 O O +requiredaccurateness 228,248 O O +, 248,249 O O +which 250,255 O O +suggests 256,264 O O +an 265,267 O O +efficient 268,277 O O +technique 278,287 O O +relatingto 288,298 O O +computational 299,312 O B-Process +duration 313,321 O I-Process +thatensures 322,333 O O +remarkable 334,344 O O +stability 345,354 O B-Process +characteristicsupon 355,374 O I-Process +resolving 375,384 O B-Task +nonlinear 385,394 O I-Task +wave 395,399 O I-Task +equations 400,409 O I-Task +. 409,410 O O + +This 411,415 O O +article 416,423 O O +solves 424,430 O B-Task +the 431,434 O I-Task +diagonal 435,443 O I-Task +example 444,451 O I-Task +of 452,454 O I-Task +Kawahara 455,463 O I-Task +equation 464,472 O I-Task +via 473,476 O O +the 477,480 O O +ETD 481,484 O B-Process +Runge 485,490 O I-Process +- 490,491 O I-Process +Kutta 491,496 O I-Process +4 497,498 O I-Process +technique 499,508 O I-Process +. 508,509 O O + +Implementation 510,524 O O +of 525,527 O O +this 528,532 O O +technique 533,542 O O +is 543,545 O O +proposed 546,554 O O +by 555,557 O O +short 558,563 O O +Matlab 564,570 O B-Material +programs 571,579 O I-Material +. 579,580 O O + + +-DOCSTART- (S2212667814001361) + +Contractor 0,10 O B-Task +selection 11,20 O I-Task +for 21,24 O O +a 25,26 O O +project 27,34 O O +is 35,37 O O +an 38,40 O O +important 41,50 O O +decision 51,59 O O +, 59,60 O O +one 61,64 O O +for 65,68 O O +the 69,72 O O +project 73,80 O B-Material +time 81,85 O I-Material +and 86,89 O I-Material +cost 90,94 O I-Material +, 94,95 O O +next 96,100 O O +for 101,104 O O +the 105,108 O O +quality 109,116 O B-Material +obtained 117,125 O O +by 126,128 O O +the 129,132 O O +project 133,140 O O +. 140,141 O O + +Although 142,150 O O +the 151,154 O O +project 155,162 O B-Material +managers 163,171 O I-Material +can 172,175 O O +easily 176,182 O O +determine 183,192 O B-Task +the 193,196 O I-Task +project 197,204 O I-Task +time 205,209 O I-Task +and 210,213 O I-Task +cost 214,218 O I-Task +, 218,219 O O +the 220,223 O O +quality 224,231 O O +is 232,234 O O +usually 235,242 O O +undefined 243,252 O O +especially 253,263 O O +for 264,267 O O +un 268,270 O B-Material +- 270,271 O I-Material +experienced 271,282 O I-Material +managers 283,291 O I-Material +. 291,292 O O + +With 293,297 O O +a 298,299 O O +learnable 300,309 O B-Process +property 310,318 O I-Process +, 318,319 O O +an 320,322 O O +approach 323,331 O O +is 332,334 O O +first 335,340 O O +introduced 341,351 O O +in 352,354 O O +this 355,359 O O +paper 360,365 O O +to 366,368 O O +quantify 369,377 O B-Task +the 378,381 O I-Task +quality 382,389 O I-Task +obtained 390,398 O I-Task +for 399,402 O I-Task +a 403,404 O I-Task +gas 405,408 O I-Task +well 409,413 O I-Task +drilling 414,422 O I-Task +project 423,430 O I-Task +. 430,431 O O + +Then 432,436 O O +, 436,437 O O +based 438,443 O O +on 444,446 O O +these 447,452 O O +three 453,458 O O +objectives 459,469 O B-Material +( 470,471 O B-Material +time 471,475 O I-Material +, 475,476 O O +cost 477,481 O B-Material +, 481,482 O O +and 483,486 O O +quality 487,494 O B-Material +) 494,495 O O +, 495,496 O O +a 497,498 O O +contractor 499,509 O B-Task +selection 510,519 O I-Task +problem 520,527 O I-Task +is 528,530 O O +converted 531,540 O O +to 541,543 O O +an 544,546 O O +optimization 547,559 O B-Task +problem 560,567 O I-Task +. 567,568 O O + +Next 569,573 O O +, 573,574 O O +the 575,578 O O +NSGA 579,583 O B-Process +- 583,584 O I-Process +II 584,586 O I-Process +algorithm 587,596 O I-Process +is 597,599 O O +utilized 600,608 O O +for 609,612 O O +solution 613,621 O O +. 621,622 O O + +At 623,625 O O +the 626,629 O O +end 630,633 O O +, 633,634 O O +a 635,636 O O +sensitivity 637,648 O B-Process +analysis 649,657 O I-Process +is 658,660 O O +performed 661,670 O O +to 671,673 O O +select 674,680 O O +the 681,684 O O +parameters 685,695 O O +of 696,698 O O +the 699,702 O O +algorithm 703,712 O O +. 712,713 O O + + +-DOCSTART- (S2212667814001397) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +a 15,16 O O +regression 17,27 O B-Process +analysis 28,36 O I-Process +based 37,42 O I-Process +method 43,49 O I-Process +is 50,52 O O +proposed 53,61 O O +to 62,64 O O +calculate 65,74 O B-Task +the 75,78 O I-Task +Journal 79,86 O I-Task +Influence 87,96 O I-Task +Score 97,102 O I-Task +. 102,103 O O + +This 104,108 O O +Influence 109,118 O B-Process +Score 119,124 O I-Process +is 125,127 O O +used 128,132 O O +to 133,135 O O +measure 136,143 O B-Task +the 144,147 O I-Task +scientific 148,158 O I-Task +influence 159,168 O I-Task +of 169,171 O I-Task +scholarly 172,181 O I-Task +journals 182,190 O I-Task +. 190,191 O O + +Journal 192,199 O B-Process +Influence 200,209 O I-Process +Score 210,215 O I-Process +is 216,218 O O +calculated 219,229 O O +by 230,232 O O +using 233,238 O B-Process +various 239,246 O I-Process +factors 247,254 O I-Process +in 255,257 O I-Process +a 258,259 O I-Process +weighted 260,268 O I-Process +manner 269,275 O I-Process +. 275,276 O O + +The 277,280 O O +Score 281,286 O O +is 287,289 O O +then 290,294 O O +compared 295,303 O B-Task +with 304,308 O I-Task +the 309,312 O I-Task +SCImago 313,320 O I-Task +Journal 321,328 O I-Task +Score 329,334 O I-Task +. 334,335 O O + +The 336,339 O O +results 340,347 O O +show 348,352 O O +that 353,357 O O +the 358,361 O O +error 362,367 O O +is 368,370 O O +small 371,376 O O +between 377,384 O O +the 385,388 O O +existing 389,397 O O +and 398,401 O O +proposed 402,410 O O +methods 411,418 O O +, 418,419 O O +proving 420,427 O O +that 428,432 O O +the 433,436 O O +model 437,442 O O +is 443,445 O O +a 446,447 O O +feasible 448,456 O O +and 457,460 O O +effective 461,470 O O +way 471,474 O O +of 475,477 O O +calculating 478,489 O B-Task +scientific 490,500 O I-Task +impact 501,507 O I-Task +of 508,510 O I-Task +journals 511,519 O I-Task +. 519,520 O O + + +-DOCSTART- (S2212667814001440) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +we 15,17 O O +present 18,25 O O +a 26,27 O O +tele 28,32 O B-Process +- 32,33 O I-Process +operated 33,41 O I-Process +mobile 42,48 O I-Process +robot 49,54 O I-Process +system 55,61 O I-Process +for 62,65 O O +old 66,69 O B-Task +age 70,73 O I-Task +surveillance 74,86 O I-Task +. 86,87 O O + +The 88,91 O O +robot 92,97 O O +operates 98,106 O O +in 107,109 O O +autonomous 110,120 O B-Process +mode 121,125 O I-Process +in 126,128 O O +which 129,134 O O +the 135,138 O O +robots 139,145 O O +navigates 146,155 O B-Process +in 156,158 O I-Process +the 159,162 O I-Process +environment 163,174 O I-Process +and 175,178 O O +search 179,185 O B-Process +for 186,189 O I-Process +unusual 190,197 O I-Process +situation 198,207 O I-Process +of 208,210 O O +elderly 211,218 O B-Material +people 219,225 O I-Material +. 225,226 O O + +If 227,229 O O +a 230,231 O O +patient 232,239 O B-Material +is 240,242 O O +lying 243,248 O B-Process +on 249,251 O I-Process +the 252,255 O I-Process +floor 256,261 O I-Process +, 261,262 O O +the 263,266 O O +robot 267,272 O B-Material +informs 273,280 O B-Process +the 281,284 O I-Process +user 285,289 O I-Process +. 289,290 O O + +The 291,294 O O +user 295,299 O O +switches 300,308 O B-Process +the 309,312 O I-Process +control 313,320 O I-Process +mode 321,325 O I-Process +from 326,330 O I-Process +autonomous 331,341 O I-Process +to 342,344 O I-Process +haptic 345,351 O I-Process +based 352,357 O I-Process +user 358,362 O O +control 363,370 O O +. 370,371 O O + +In 372,374 O O +the 375,378 O O +autonomous 379,389 O B-Process +mode 390,394 O I-Process +, 394,395 O O +the 396,399 O O +robot 400,405 O B-Material +utilizes 406,414 O O +the 415,418 O O +visual 419,425 O B-Task +sensor 426,432 O I-Task +and 433,436 O I-Task +landmarks 437,446 O I-Task +to 447,449 O I-Task +monitor 450,457 O I-Task +the 458,461 O O +entire 462,468 O O +environment 469,480 O O +. 480,481 O O + +The 482,485 O O +robot 486,491 O B-Material +is 492,494 O O +equipped 495,503 O O +microphone 504,514 O B-Material +, 514,515 O O +speaker 516,523 O B-Material +and 524,527 O O +monitor 528,535 O B-Material +making 536,542 O O +it 543,545 O O +possible 546,554 O O +to 555,557 O O +communicate 558,569 O B-Process +with 570,574 O O +the 575,578 O O +user 579,583 O O +in 584,586 O O +remote 587,593 O B-Material +place 594,599 O I-Material +. 599,600 O O + +In 601,603 O O +addition 604,612 O O +, 612,613 O O +the 614,617 O O +robot 618,623 O B-Material +utilizes 624,632 O O +the 633,636 O O +vital 637,642 O B-Process +sensors 643,650 O I-Process +to 651,653 O O +check 654,659 O O +the 660,663 O O +patient 664,671 O B-Material +'s 671,673 O I-Material +condition 674,683 O I-Material +. 683,684 O O + +The 685,688 O O +preliminary 689,700 O O +surveillance 701,713 O O +experiments 714,725 O O +show 726,730 O O +a 731,732 O O +good 733,737 O O +performance 738,749 O O +. 749,750 O O + + +-DOCSTART- (S2212667814001464) + +Recently 0,8 O O +, 8,9 O O +a 10,11 O O +network 12,19 O B-Task +virtualization 20,34 O I-Task +technology 35,45 O I-Task +has 46,49 O O +attracted 50,59 O O +considerable 60,72 O O +attention 73,82 O O +as 83,85 O O +one 86,89 O O +of 90,92 O O +new 93,96 O B-Task +generation 97,107 O I-Task +network 108,115 O I-Task +technologies 116,128 O I-Task +. 128,129 O O + +In 130,132 O O +this 133,137 O O +paper 138,143 O O +, 143,144 O O +in 145,147 O O +order 148,153 O O +to 154,156 O O +permit 157,163 O O +the 164,167 O O +rapid 168,173 O B-Task +changing 174,182 O I-Task +for 183,186 O I-Task +a 187,188 O I-Task +topology 189,197 O I-Task +of 198,200 O I-Task +a 201,202 O I-Task +virtual 203,210 O I-Task +network 211,218 O I-Task +, 218,219 O O +we 220,222 O O +propose 223,230 O O +a 231,232 O O +new 233,236 O O +virtual 237,244 O B-Process +network 245,252 O I-Process +construction 253,265 O I-Process +method 266,272 O I-Process +based 273,278 O O +on 279,281 O O +the 282,285 O O +shortest 286,294 O B-Process +path 295,299 O I-Process +betweenness 300,311 O I-Process +. 311,312 O O + +In 313,315 O O +our 316,319 O O +proposed 320,328 O B-Process +method 329,335 O I-Process +, 335,336 O O +at 337,339 O O +first 340,345 O O +, 345,346 O O +a 347,348 O O +service 349,356 O B-Material +provider 357,365 O I-Material +receives 366,374 O O +a 375,376 O O +user 377,381 O O +'s 381,383 O O +request 384,391 O O +for 392,395 O O +the 396,399 O O +reconfiguration 400,415 O B-Process +of 416,418 O I-Process +the 419,422 O I-Process +constructed 423,434 O I-Process +virtual 435,442 O I-Process +network 443,450 O I-Process +. 450,451 O O + +In 452,454 O O +this 455,459 O O +case 460,464 O O +, 464,465 O O +the 466,469 O O +service 470,477 O B-Material +provider 478,486 O I-Material +reconfigures 487,499 O B-Process +the 500,503 O I-Process +topology 504,512 O I-Process +of 513,515 O I-Process +the 516,519 O I-Process +constructed 520,531 O I-Process +virtual 532,539 O I-Process +network 540,547 O I-Process +rapidly 548,555 O O +based 556,561 O O +on 562,564 O O +shortest 565,573 O B-Process +path 574,578 O I-Process +betweenness 579,590 O I-Process +. 590,591 O O + +We 592,594 O O +evaluate 595,603 O O +the 604,607 O O +performance 608,619 O O +of 620,622 O O +our 623,626 O O +proposed 627,635 O O +method 636,642 O O +with 643,647 O O +simulation 648,658 O B-Process +, 658,659 O O +and 660,663 O O +we 664,666 O O +show 667,671 O O +the 672,675 O O +effectiveness 676,689 O O +of 690,692 O O +our 693,696 O O +proposed 697,705 O O +method 706,712 O O +. 712,713 O O + + +-DOCSTART- (S2212667814001476) + +Security 0,8 O O +issues 9,15 O O +of 16,18 O O +data 19,23 O B-Material +hosted 24,30 O O +in 31,33 O O +a 34,35 O O +Cloud 36,41 O B-Material +Computing 42,51 O I-Material +provider 52,60 O I-Material +remain 61,67 O O +hidden 68,74 O O +seen 75,79 O O +excessive 80,89 O B-Process +marketing 90,99 O I-Process +that 100,104 O O +led 105,108 O O +to 109,111 O O +a 112,113 O O +totally 114,121 O O +unrealistic 122,133 O O +view 134,138 O O +of 139,141 O O +cloud 142,147 O B-Task +computing 148,157 O I-Task +security 158,166 O I-Task +. 166,167 O O + +Although 168,176 O O +Cloud 177,182 O B-Task +Computing 183,192 O I-Task +has 193,196 O O +not 197,200 O O +yet 201,204 O O +reached 205,212 O O +the 213,216 O O +level 217,222 O O +of 223,225 O O +maturity 226,234 O O +expected 235,243 O O +by 244,246 O O +its 247,250 O O +customers 251,260 O O +, 260,261 O O +and 262,265 O O +that 266,270 O O +the 271,274 O O +problems 275,283 O O +of 284,286 O O +confidentiality 287,302 O B-Process +, 302,303 O I-Process +integrity 304,313 O I-Process +, 313,314 O I-Process +reliability 315,326 O I-Process +and 327,330 O I-Process +consistency 331,342 O I-Process +( 343,344 O O +CIRC 344,348 O B-Process +) 348,349 O O +are 350,353 O O +still 354,359 O O +open 360,364 O O +, 364,365 O O +the 366,369 O O +researchers 370,381 O O +in 382,384 O O +this 385,389 O O +field 390,395 O O +have 396,400 O O +already 401,408 O O +considered 409,419 O O +a 420,421 O O +future 422,428 O B-Process +cloud 429,434 O I-Process +strategy 435,443 O I-Process +which 444,449 O O +aims 450,454 O O +: 454,455 O O +a 456,457 O O +better 458,464 O O +QoS 465,468 O O +, 468,469 O O +reliability 470,481 O O +and 482,485 O O +high 486,490 O O +availability 491,503 O O +, 503,504 O O +it 505,507 O O +is 508,510 O O +the 511,514 O O +Multi 515,520 O B-Process +- 520,521 O I-Process +Clouds 521,527 O I-Process +, 527,528 O O +Cloud 529,534 O B-Process +of 535,537 O I-Process +Clouds 538,544 O I-Process +or 545,547 O O +Interclouds 548,559 O B-Process +. 559,560 O O + +This 560,564 O O +paper 565,570 O O +will 571,575 O O +present 576,583 O B-Task +the 584,587 O I-Task +security 588,596 O I-Task +limitations 597,608 O I-Task +in 609,611 O I-Task +the 612,615 O I-Task +single 616,622 O I-Task +Cloud 623,628 O I-Task +and 629,632 O O +the 633,636 O O +usefulness 637,647 O B-Task +of 648,650 O I-Task +adopting 651,659 O I-Task +rather 660,666 O I-Task +Multi 667,672 O I-Task +- 672,673 O I-Task +Clouds 673,679 O I-Task +strategy 680,688 O I-Task +to 689,691 O O +reduce 692,698 O O +security 699,707 O B-Process +risks 708,713 O I-Process +, 713,714 O O +through 715,722 O O +the 723,726 O O +use 727,730 O O +of 731,733 O O +DepSky 734,740 O B-Material +which 741,746 O O +is 747,749 O O +a 750,751 O O +virtual 752,759 O B-Material +storage 760,767 O I-Material +system 768,774 O I-Material +that 775,779 O O +ensures 780,787 O O +better 788,794 O B-Process +availability 795,807 O I-Process +and 808,811 O I-Process +high 812,816 O I-Process +confidentiality 817,832 O I-Process +of 833,835 O O +data 836,840 O O +. 840,841 O O + + +-DOCSTART- (S2212667814001488) + +This 0,4 O O +paper 5,10 O O +presents 11,19 O O +general 20,27 O O +results 28,35 O O +on 36,38 O O +the 39,42 O O +Java 43,47 O B-Task +source 48,54 O I-Task +code 55,59 O I-Task +snippet 60,67 O I-Task +detection 68,77 O I-Task +problem 78,85 O O +. 85,86 O O + +We 87,89 O O +propose 90,97 O O +the 98,101 O O +tool 102,106 O O +which 107,112 O O +uses 113,117 O O +graph 118,123 O B-Process +and 124,127 O I-Process +subgraph 128,136 O I-Process +isomorphism 137,148 O I-Process +detection 149,158 O I-Process +. 158,159 O O + +A 160,161 O O +number 162,168 O O +of 169,171 O O +solutions 172,181 O O +for 182,185 O O +all 186,189 O O +of 190,192 O O +these 193,198 O O +tasks 199,204 O O +have 205,209 O O +been 210,214 O O +proposed 215,223 O O +in 224,226 O O +the 227,230 O O +literature 231,241 O O +. 241,242 O O + +However 243,250 O O +, 250,251 O O +although 252,260 O O +that 261,265 O O +all 266,269 O O +these 270,275 O O +solutions 276,285 O O +are 286,289 O O +really 290,296 O O +fast 297,301 O O +, 301,302 O O +they 303,307 O O +compare 308,315 O B-Process +just 316,320 O I-Process +the 321,324 O I-Process +constant 325,333 O I-Process +static 334,340 O I-Process +trees 341,346 O I-Process +. 346,347 O O + +Our 348,351 O O +solution 352,360 O O +offers 361,367 O O +to 368,370 O O +enter 371,376 O B-Process +an 377,379 O I-Process +input 380,385 O I-Process +sample 386,392 O I-Process +dynamically 393,404 O I-Process +with 405,409 O O +the 410,413 O O +Scripthon 414,423 O B-Material +language 424,432 O I-Material +while 433,438 O O +preserving 439,449 O B-Process +an 450,452 O I-Process +acceptable 453,463 O I-Process +speed 464,469 O I-Process +. 469,470 O O + +We 471,473 O O +used 474,478 O O +several 479,486 O B-Process +optimizations 487,500 O I-Process +to 501,503 O O +achieve 504,511 O O +very 512,516 O O +low 517,520 O O +number 521,527 O O +of 528,530 O O +comparisons 531,542 O B-Process +during 543,549 O O +the 550,553 O O +matching 554,562 O B-Process +algorithm 563,572 O I-Process +. 572,573 O O + + +-DOCSTART- (S221266781400149X) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +adaptive 15,23 O B-Task +beamforming 24,35 O I-Task +techniques 36,46 O I-Task +for 47,50 O O +smart 51,56 O B-Material +antennas 57,65 O I-Material +based 66,71 O O +upon 72,76 O O +Least 77,82 O B-Process +Mean 83,87 O I-Process +Squares 88,95 O I-Process +( 96,97 O O +LMS 97,100 O B-Process +) 100,101 O O +, 101,102 O O +Sample 103,109 O B-Process +Matrix 110,116 O I-Process +Inversion 117,126 O I-Process +( 127,128 O O +SMI 128,131 O B-Process +) 131,132 O O +, 132,133 O O +Recursive 134,143 O B-Process +Least 144,149 O I-Process +Squares 150,157 O I-Process +( 158,159 O O +RLS 159,162 O B-Process +) 162,163 O O +and 164,167 O O +Conjugate 168,177 O B-Process +Gradient 178,186 O I-Process +Method 187,193 O I-Process +( 194,195 O O +CGM 195,198 O B-Process +) 198,199 O O +are 200,203 O O +discussed 204,213 O B-Task +and 214,217 O I-Task +analyzed 218,226 O I-Task +. 226,227 O O + +The 228,231 O O +beamforming 232,243 O B-Process +performance 244,255 O I-Process +is 256,258 O O +studied 259,266 O O +by 267,269 O O +varying 270,277 O B-Process +the 278,281 O I-Process +element 282,289 O I-Process +spacing 290,297 O I-Process +and 298,301 O I-Process +the 302,305 O I-Process +number 306,312 O I-Process +of 313,315 O I-Process +antenna 316,323 O I-Process +array 324,329 O I-Process +elements 330,338 O I-Process +for 339,342 O O +each 343,347 O O +algorithm 348,357 O B-Material +. 357,358 O O + +These 359,364 O O +four 365,369 O O +algorithms 370,380 O B-Material +are 381,384 O O +compared 385,393 O O +for 394,397 O O +their 398,403 O O +rate 404,408 O B-Process +of 409,411 O I-Process +convergence 412,423 O I-Process +, 423,424 O O +beamforming 425,436 O B-Process +and 437,440 O O +null 441,445 O B-Process +steering 446,454 O I-Process +performance 455,466 O I-Process +( 467,468 O O +beamwidth 468,477 O B-Process +, 477,478 O O +null 479,483 O B-Process +depths 484,490 O I-Process +and 491,494 O O +maximum 495,502 O B-Process +side 503,507 O I-Process +lobe 508,512 O I-Process +level 513,518 O I-Process +) 518,519 O O +. 519,520 O O + + +-DOCSTART- (S2212671612000121) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +three 15,20 O B-Task +different 21,30 O I-Task +approaches 31,41 O I-Task +for 42,45 O O +implementing 46,58 O B-Task +a 59,60 O I-Task +quantum 61,68 O I-Task +search 69,75 O I-Task +algorithm 76,85 O I-Task +by 86,88 O I-Task +adiabatic 89,98 O I-Task +evolution 99,108 O I-Task +are 109,112 O O +shown 113,118 O O +. 118,119 O O + +As 120,122 O O +expected 123,131 O O +, 131,132 O O +either 133,139 O O +one 140,143 O O +of 144,146 O O +them 147,151 O O +can 152,155 O O +provide 156,163 O O +a 164,165 O O +quadratic 166,175 O B-Process +speed 176,181 O I-Process +up 182,184 O I-Process +as 185,187 O O +opposed 188,195 O O +to 196,198 O O +the 199,202 O O +classical 203,212 O B-Process +search 213,219 O I-Process +algorithm 220,229 O I-Process +. 229,230 O O + +This 231,235 O O +implies 236,243 O O +that 244,248 O O +adiabatic 249,258 O B-Process +evolution 259,268 O I-Process +based 269,274 O O +quantum 275,282 O B-Task +computation 283,294 O I-Task +gives 295,300 O O +more 301,305 O O +feasibilities 306,319 O B-Material +than 320,324 O O +the 325,328 O O +quantum 329,336 O B-Process +circuit 337,344 O I-Process +model 345,350 O I-Process +, 350,351 O O +although 352,360 O O +the 361,364 O O +equivalence 365,376 O O +between 377,384 O O +them 385,389 O O +has 390,393 O O +already 394,401 O O +been 402,406 O O +proven 407,413 O O +in 414,416 O O +the 417,420 O O +corresponding 421,434 O O +literature 435,445 O O +. 445,446 O O + + +-DOCSTART- (S2212671612000613) + +Video 0,5 O B-Process +- 5,6 O I-Process +oculography 6,17 O I-Process +( 18,19 O O +VOG 19,22 O B-Process +) 22,23 O O +is 24,26 O O +one 27,30 O O +of 31,33 O O +eye 34,37 O B-Process +movement 38,46 O I-Process +measurement 47,58 O I-Process +methods 59,66 O I-Process +. 66,67 O O + +A 68,69 O O +key 70,73 O O +problem 74,81 O O +of 82,84 O O +VOG 85,88 O B-Process +is 89,91 O O +to 92,94 O O +accurately 95,105 O B-Task +estimate 106,114 O I-Task +the 115,118 O I-Task +pupil 119,124 O I-Task +center 125,131 O I-Task +. 131,132 O O + +Then 133,137 O O +a 138,139 O O +pupil 140,145 O B-Process +location 146,154 O I-Process +method 155,161 O I-Process +based 162,167 O O +on 168,170 O O +morphology 171,181 O B-Process +and 182,185 O O +Canny 186,191 O B-Process +algorithm 192,201 O I-Process +was 202,205 O O +proposed 206,214 O O +for 215,218 O O +a 219,220 O O +WIFI 221,225 O B-Process +- 225,226 O I-Process +based 226,231 O I-Process +VOG 232,235 O I-Process +system 236,242 O I-Process +which 243,248 O O +was 249,252 O O +developed 253,262 O O +our 263,266 O O +latest 267,273 O O +work 274,278 O O +. 278,279 O O + +Moreover 280,288 O O +, 288,289 O O +a 290,291 O O +healthy 292,299 O B-Material +volunteer 300,309 O I-Material +was 310,313 O O +introduced 314,324 O O +to 325,327 O O +do 328,330 O O +sinusoidal 331,341 O B-Task +tracking 342,350 O I-Task +test 351,355 O I-Task +to 356,358 O O +evaluate 359,367 O B-Task +the 368,371 O I-Task +pupil 372,377 O I-Task +location 378,386 O I-Task +method 387,393 O I-Task +. 393,394 O O + +Experimental 395,407 O O +results 408,415 O O +showed 416,422 O O +that 423,427 O O +the 428,431 O O +method 432,438 O O +could 439,444 O O +well 445,449 O O +trace 450,455 O B-Process +eye 456,459 O I-Process +movement 460,468 O I-Process +and 469,472 O O +meet 473,477 O O +the 478,481 O O +anticipated 482,493 O O +results 494,501 O O +with 502,506 O O +stimulation 507,518 O B-Process +. 518,519 O O + + +-DOCSTART- (S2212671612000637) + +The 0,3 O O +Hamiltonian 4,15 O B-Process +approach 16,24 O I-Process +and 25,28 O O +the 29,32 O O +variational 33,44 O B-Process +approach 45,53 O I-Process +are 54,57 O O +utilized 58,66 O O +to 67,69 O O +treat 70,75 O B-Task +the 76,79 O I-Task +relativistic 80,92 O I-Task +harmonic 93,101 O I-Task +oscillator 102,112 O I-Task +for 113,116 O O +the 117,120 O O +amplitude 121,130 O B-Process +- 130,131 O I-Process +frequency 131,140 O I-Process +relationship 141,153 O I-Process +. 153,154 O O + +The 155,158 O O +nice 159,163 O O +reliability 164,175 O O +is 176,178 O O +shown 179,184 O O +by 185,187 O O +the 188,191 O O +result 192,198 O B-Process +comparison 199,209 O I-Process +with 210,214 O O +that 215,219 O O +from 220,224 O O +open 225,229 O B-Material +literature 230,240 O I-Material +. 240,241 O O + +The 242,245 O O +simplicity 246,256 O O +and 257,260 O O +efficiency 261,271 O O +of 272,274 O O +the 275,278 O O +methods 279,286 O O +are 287,290 O O +also 291,295 O O +disclosed 296,305 O O +for 306,309 O O +different 310,319 O O +range 320,325 O O +of 326,328 O O +the 329,332 O O +initial 333,340 O B-Process +amplitude 341,350 O I-Process +during 351,357 O O +looking 358,365 O O +for 366,369 O O +the 370,373 O O +amplitude 374,383 O B-Process +- 383,384 O I-Process +frequency 384,393 O I-Process +relationship 394,406 O I-Process +for 407,410 O O +the 411,414 O O +nonlinear 415,424 O B-Process +relativistic 425,437 O I-Process +harmonic 438,446 O I-Process +oscillator 447,457 O I-Process +. 457,458 O O + + +-DOCSTART- (S2212671612000686) + +This 0,4 O O +paper 5,10 O O +make 11,15 O O +the 16,19 O O +explained 20,29 O O +variables 30,39 O O +our 40,43 O O +financial 44,53 O B-Process +stress 54,60 O I-Process +index 61,66 O I-Process +consist 67,74 O O +of 75,77 O O +the 78,81 O O +synchronous 82,93 O B-Process +variables 94,103 O I-Process +financial 104,113 O I-Process +systemic 114,122 O I-Process +risk 123,127 O I-Process +, 127,128 O O +and 129,132 O O +make 133,137 O O +the 138,141 O O +explanatory 142,153 O O +variables 154,163 O O +the 164,167 O O +macroeconomic 168,181 O B-Process +variable 182,190 O I-Process +, 190,191 O O +currency 192,200 O B-Process +credit 201,207 O I-Process +variable 208,216 O I-Process +, 216,217 O O +asset 218,223 O B-Process +price 224,229 O I-Process +variable 230,238 O I-Process +and 239,242 O O +the 243,246 O O +macroeconomic 247,260 O B-Process +variable 261,269 O I-Process +of 270,272 O I-Process +correlative 273,284 O I-Process +economic 285,293 O I-Process +powers 294,300 O I-Process +, 300,301 O O +then 302,306 O O +use 307,310 O O +stepwise 311,319 O B-Process +regression 320,330 O I-Process +method 331,337 O I-Process +to 338,340 O O +establish 341,350 O B-Task +the 351,354 O I-Task +financial 355,364 O I-Task +systemic 365,373 O I-Task +risk 374,378 O I-Task +best 379,383 O I-Task +predict 384,391 O I-Task +equation 392,400 O I-Task +, 400,401 O O +thus 402,406 O O +set 407,410 O B-Task +up 411,413 O I-Task +the 414,417 O I-Task +reasonable 418,428 O I-Task +and 429,432 O I-Task +practical 433,442 O I-Task +financial 443,452 O I-Task +systemic 453,461 O I-Task +risk 462,466 O I-Task +early 467,472 O I-Task +- 472,473 O I-Task +warning 473,480 O I-Task +index 481,486 O I-Task +system 487,493 O I-Task +; 493,494 O O +besides 495,502 O O +, 502,503 O O +use 504,507 O O +the 508,511 O O +best 512,516 O B-Process +prediction 517,527 O I-Process +equations 528,537 O I-Process +predicts 538,546 O O +the 547,550 O O +financial 551,560 O O +systemic 561,569 O O +risk 570,574 O O +status 575,581 O O +in 582,584 O O +2011 585,589 O O +. 589,590 O O + +The 591,594 O O +predicted 595,604 O O +results 605,612 O O +show 613,617 O O +that 618,622 O O +Chinese 623,630 O O +financial 631,640 O O +systemic 641,649 O O +risk 650,654 O O +is 655,657 O O +on 658,660 O O +the 661,664 O O +rise 665,669 O O +in 670,672 O O +the 673,676 O O +first 677,682 O O +three 683,688 O O +quarters 689,697 O O +and 698,701 O O +higher 702,708 O O +than 709,713 O O +the 714,717 O O +peak 718,722 O O +of 723,725 O O +2008 726,730 O O +; 730,731 O O +financial 732,741 O O +systemic 742,750 O O +risk 751,755 O O +start 756,761 O O +to 762,764 O O +decline 765,772 O O +since 773,778 O O +the 779,782 O O +fourth 783,789 O O +quarter 790,797 O O +. 797,798 O O + + +-DOCSTART- (S2212671612000698) + +In 0,2 O O +Obstacle 3,11 O B-Task +detection 12,21 O I-Task +is 22,24 O O +based 25,30 O O +on 31,33 O O +inverse 34,41 O B-Process +perspective 42,53 O I-Process +mapping 54,61 O I-Process +and 62,65 O I-Process +homography 66,76 O I-Process +. 76,77 O O + +Obstacle 78,86 O B-Task +classification 87,101 O I-Task +is 102,104 O O +based 105,110 O O +on 111,113 O O +fuzzy 114,119 O B-Process +neural 120,126 O I-Process +network 127,134 O I-Process +. 134,135 O O + +The 136,139 O O +estimation 140,150 O B-Task +of 151,153 O I-Task +the 154,157 O I-Task +vanishing 158,167 O I-Task +point 168,173 O I-Task +relies 174,180 O O +on 181,183 O O +feature 184,191 O B-Process +extraction 192,202 O I-Process +strategy 203,211 O I-Process +. 211,212 O O + +The 213,216 O O +method 217,223 O O +exploits 224,232 O O +the 233,236 O O +geometrical 237,248 O B-Process +relations 249,258 O I-Process +between 259,266 O O +the 267,270 O O +elements 271,279 O B-Material +in 280,282 O O +the 283,286 O O +scene 287,292 O B-Material +so 293,295 O O +that 296,300 O O +obstacle 301,309 O B-Material +can 310,313 O O +be 314,316 O O +detected 317,325 O B-Process +. 325,326 O O + +The 327,330 O O +estimated 331,340 O B-Process +homography 341,351 O I-Process +of 352,354 O O +the 355,358 O O +road 359,363 O B-Material +plane 364,369 O I-Material +between 370,377 O O +successive 378,388 O O +images 389,395 O B-Material +is 396,398 O O +used 399,403 O O +for 404,407 O O +image 408,413 O B-Task +alignment 414,423 O I-Task +. 423,424 O O + +A 425,426 O O +new 427,430 O O +fuzzy 431,436 O B-Process +decision 437,445 O I-Process +fusion 446,452 O I-Process +method 453,459 O I-Process +with 460,464 O O +fuzzy 465,470 O B-Process +attribution 471,482 O I-Process +for 483,486 O I-Process +obstacle 487,495 O I-Process +detection 496,505 O I-Process +and 506,509 O I-Process +classification 510,524 O I-Process +application 525,536 O I-Process +is 537,539 O O +described 540,549 O O +The 550,553 O B-Process +fuzzy 554,559 O I-Process +decision 560,568 O I-Process +function 569,577 O I-Process +modifies 578,586 O O +parameters 587,597 O O +with 598,602 O O +auto 603,607 O B-Process +- 607,608 O I-Process +adapted 608,615 O I-Process +algorithm 616,625 O I-Process +to 626,628 O O +get 629,632 O O +better 633,639 O O +classification 640,654 O B-Process +probability 655,666 O O + +It 667,669 O O +is 670,672 O O +shown 673,678 O O +that 679,683 O O +the 684,687 O O +method 688,694 O O +can 695,698 O O +achieve 699,706 O O +better 707,713 O O +classification 714,728 O B-Process +result 729,735 O O +. 735,736 O O + + +-DOCSTART- (S2212671612000704) + +The 0,3 O O +load 4,8 O O +of 9,11 O O +beam 12,16 O B-Material +pumping 17,24 O I-Material +unit 25,29 O I-Material +is 30,32 O O +changeable 33,43 O O +, 43,44 O O +which 45,50 O O +is 51,53 O O +often 54,59 O O +in 60,62 O O +a 63,64 O O +state 65,70 O O +of 71,73 O O +light 74,79 O B-Process +load 80,84 O I-Process +. 84,85 O O + +Reducing 86,94 O B-Process +a 95,96 O I-Process +certain 97,104 O I-Process +voltage 105,112 O I-Process +can 113,116 O O +improve 117,124 O B-Process +the 125,128 O I-Process +power 129,134 O I-Process +factor 135,141 O I-Process +and 142,145 O I-Process +efficiency 146,156 O I-Process +of 157,159 O I-Process +the 160,163 O I-Process +beam 164,168 O I-Process +pumping 169,176 O I-Process +unit 177,181 O I-Process +when 182,186 O O +in 187,189 O O +light 190,195 O B-Process +load 196,200 O I-Process +.We 201,204 O O + +can 205,208 O O +change 209,215 O B-Process +the 216,219 O I-Process +voltage 220,227 O I-Process +by 228,230 O O +changing 231,239 O B-Process +the 240,243 O I-Process +thyristor 244,253 O I-Process +trigger 254,261 O I-Process +angle 262,267 O I-Process +. 267,268 O O + +It 269,271 O O +is 272,274 O O +complex 275,282 O O +and 283,286 O O +unacceptable 287,299 O O +to 300,302 O O +analyze 303,310 O B-Process +the 311,314 O I-Process +change 315,321 O I-Process +of 322,324 O I-Process +the 325,328 O I-Process +cycles 329,335 O I-Process +of 336,338 O I-Process +the 339,342 O I-Process +load 343,347 O I-Process +overall 348,355 O I-Process +. 355,356 O O + +So 357,359 O O +we 360,362 O O +can 363,366 O O +divide 367,373 O B-Process +the 374,377 O I-Process +load 378,382 O I-Process +of 383,385 O O +the 386,389 O O +whole 390,395 O O +cycle 396,401 O O +into 402,406 O O +several 407,414 O O +equal 415,420 O B-Material +parts 421,426 O I-Material +, 426,427 O O +each 428,432 O O +can 433,436 O O +be 437,439 O O +thought 440,447 O O +of 448,450 O O +as 451,453 O O +a 454,455 O O +constant 456,464 O B-Process +load 465,469 O I-Process +. 469,470 O O + +The 471,474 O O +most 475,479 O O +optimal 480,487 O B-Process +voltage 488,495 O I-Process +for 496,499 O O +the 500,503 O O +current 504,511 O B-Process +load 512,516 O I-Process +can 517,520 O O +be 521,523 O O +calculated 524,534 O B-Task +by 535,537 O I-Task +genetic 538,545 O I-Task +algorithm 546,555 O I-Task +. 555,556 O O + +When 557,561 O O +each 562,566 O O +load 567,571 O O +is 572,574 O O +in 575,577 O O +the 578,581 O O +most 582,586 O O +optimal 587,594 O B-Process +voltage 595,602 O I-Process +, 602,603 O O +we 604,606 O O +can 607,610 O O +get 611,614 O O +the 615,618 O O +whole 619,624 O B-Process +optimal 625,632 O I-Process +voltage 633,640 O I-Process +changeable 641,651 O I-Process +rule 652,656 O I-Process +. 656,657 O I-Process + +Then 658,662 O O +it 663,665 O O +produces 666,674 O O +the 675,678 O O +result 679,685 O O +of 686,688 O O +energy 689,695 O B-Task +saving 696,702 O I-Task +. 702,703 O O + + +-DOCSTART- (S2212671612000716) + +Based 0,5 O O +on 6,8 O O +the 9,12 O O +description 13,24 O B-Process +model 25,30 O I-Process +of 31,33 O O +object 34,40 O B-Process +- 40,41 O I-Process +orientation 41,52 O I-Process +- 52,53 O I-Process +based 53,58 O I-Process +direction 59,68 O I-Process +relation 69,77 O I-Process +in 78,80 O O +two 81,84 O B-Material +- 84,85 O I-Material +dimensional 85,96 O I-Material +space 97,102 O I-Material +, 102,103 O O +the 104,107 O O +description 108,119 O B-Task +mode 120,124 O I-Task +of 125,127 O I-Task +object 128,134 O I-Task +- 134,135 O I-Task +orientation 135,146 O I-Task +- 146,147 O I-Task +based 147,152 O I-Task +direction 153,162 O I-Task +relation 163,171 O I-Task +in 172,174 O I-Task +three 175,180 O I-Task +- 180,181 O I-Task +dimensional 181,192 O I-Task +space 193,198 O I-Task +is 199,201 O I-Task +proposed 202,210 O I-Task +. 210,211 O O + +The 212,215 O O +basic 216,221 O O +idea 222,226 O O +is 227,229 O O +that 230,234 O O +the 235,238 O O +actual 239,245 O O +direction 246,255 O B-Process +region 256,262 O I-Process +is 263,265 O O +modeled 266,273 O O +as 274,276 O O +an 277,279 O O +open 280,284 O B-Material +shape 285,290 O I-Material +. 290,291 O O + +The 292,295 O O +computation 296,307 O B-Process +related 308,315 O O +to 316,318 O O +the 319,322 O O +world 323,328 O B-Material +boundary 329,337 O I-Material +of 338,340 O O +spatial 341,348 O B-Process +direction 349,358 O I-Process +region 359,365 O I-Process +is 366,368 O O +eliminated 369,379 O O +, 379,380 O O +and 381,384 O O +the 385,388 O O +processing 389,399 O B-Process +of 400,402 O I-Process +the 403,406 O I-Process +direction 407,416 O I-Process +predicates 417,427 O I-Process +is 428,430 O O +converted 431,440 O O +into 441,445 O O +the 446,449 O O +processing 450,460 O B-Process +of 461,463 O I-Process +topological 464,475 O I-Process +operations 476,486 O I-Process +between 487,494 O O +open 495,499 O B-Material +shapes 500,506 O I-Material +and 507,510 O O +closed 511,517 O O +geometry 518,526 O B-Material +objects 527,534 O I-Material +. 534,535 O O + +The 536,539 O O +algorithms 540,550 O B-Process +of 551,553 O I-Process +topological 554,565 O I-Process +operations 566,576 O I-Process +between 577,584 O O +open 585,589 O B-Material +shapes 590,596 O I-Material +and 597,600 O O +closed 601,607 O O +geometry 608,616 O B-Material +objects 617,624 O I-Material +are 625,628 O O +presented 629,638 O O +and 639,642 O O +the 643,646 O O +theoretical 647,658 O B-Task +proof 659,664 O I-Task +for 665,668 O I-Task +the 669,672 O I-Task +correctness 673,684 O I-Task +and 685,688 O I-Task +completeness 689,701 O I-Task +of 702,704 O I-Task +the 705,708 O I-Task +algorithms 709,719 O I-Task +is 720,722 O O +performed 723,732 O O +. 732,733 O O + + +-DOCSTART- (S2212671612001163) + +The 0,3 O O +paper 4,9 O O +deals 10,15 O O +with 16,20 O O +the 21,24 O O +computation 25,36 O B-Task +of 37,39 O I-Task +distribution 40,52 O I-Task +network 53,60 O I-Task +components 61,71 O I-Task +reliability 72,83 O I-Task +parameters 84,94 O I-Task +. 94,95 O O + +Knowledge 96,105 O O +of 106,108 O O +the 109,112 O O +component 113,122 O B-Process +reliability 123,134 O I-Process +parameters 135,145 O I-Process +in 146,148 O O +power 149,154 O B-Material +networks 155,163 O I-Material +is 164,166 O O +necessary 167,176 O O +for 177,180 O O +the 181,184 O O +reliability 185,196 O B-Process +computation 197,208 O I-Process +and 209,212 O O +also 213,217 O O +for 218,221 O O +reliability 222,233 O B-Process +- 233,234 O I-Process +centered 234,242 O I-Process +maintenance 243,254 O I-Process +system 255,261 O I-Process +. 261,262 O O + +Component 263,272 O B-Process +reliability 273,284 O I-Process +parameters 285,295 O I-Process +are 296,299 O O +possible 300,308 O O +to 309,311 O O +retrieve 312,320 O B-Process +only 321,325 O O +with 326,330 O O +accurate 331,339 O B-Material +databases 340,349 O I-Material +of 350,352 O I-Material +distribution 353,365 O I-Material +companies 366,375 O I-Material +. 375,376 O O + +Such 377,381 O O +a 382,383 O O +database 384,392 O B-Material +includes 393,401 O O +records 402,409 O B-Process +of 410,412 O I-Process +outages 413,420 O I-Process +and 421,424 O I-Process +interruptions 425,438 O I-Process +in 439,441 O O +power 442,447 O B-Material +networks 448,456 O I-Material +. 456,457 O O + +It 458,460 O O +is 461,463 O O +impossible 464,474 O O +to 475,477 O O +retrieve 478,486 O B-Process +reliability 487,498 O I-Process +parameters 499,509 O I-Process +from 510,514 O O +this 515,519 O O +data 520,524 O B-Material +in 525,527 O O +a 528,529 O O +direct 530,536 O O +way 537,540 O O +because 541,548 O O +of 549,551 O O +heterogeneity 552,565 O B-Process +. 565,566 O O + +In 567,569 O O +this 570,574 O O +paper 575,580 O O +, 580,581 O O +we 582,584 O O +introduce 585,594 O B-Task +some 595,599 O I-Task +results 600,607 O I-Task +of 608,610 O I-Task +databases 611,620 O I-Task +calculations 621,633 O I-Task +. 633,634 O O + +We 635,637 O O +apply 638,643 O O +this 644,648 O O +framework 649,658 O B-Process +for 659,662 O I-Process +the 663,666 O I-Process +retrieving 667,677 O I-Process +of 678,680 O I-Process +parameters 681,691 O I-Process +from 692,696 O I-Process +outage 697,703 O I-Process +data 704,708 O I-Process +in 709,711 O O +the 712,715 O O +Czech 716,721 O O +and 722,725 O O +Slovak 726,732 O O +republics 733,742 O O +. 742,743 O O + +There 744,749 O O +are 750,753 O O +also 754,758 O O +actual 759,765 O O +results 766,773 O O +. 773,774 O O + + +-DOCSTART- (S2212671612001291) + +In 0,2 O O +the 3,6 O O +paper 7,12 O O +we 13,15 O O +propose 16,23 O O +a 24,25 O O +conceptual 26,36 O B-Task +methodology 37,48 O I-Task +to 49,51 O I-Task +control 52,59 O I-Task +liquid 60,66 O I-Task +state 67,72 O I-Task +of 73,75 O O +Al 76,78 O B-Material +- 78,79 O I-Material +Si 79,81 O I-Material +alloys 82,88 O I-Material +in 89,91 O O +melting 92,99 O B-Process +and 100,103 O I-Process +holding 104,111 O I-Process +sub 112,115 O I-Process +- 115,116 O I-Process +process 116,123 O I-Process +of 124,126 O O +the 127,130 O O +pressure 131,139 O B-Process +die 140,143 O I-Process +- 143,144 O I-Process +casting 144,151 O I-Process +process 152,159 O I-Process +. 159,160 O O + +Given 161,166 O O +that 167,171 O O +, 171,172 O O +we 173,175 O O +determine 176,185 O B-Task +the 186,189 O I-Task +characteristic 190,204 O I-Task +of 205,207 O I-Task +the 208,211 O I-Task +holding 212,219 O I-Task +furnace 220,227 O I-Task +based 228,233 O O +on 234,236 O O +weight 237,243 O B-Material +percent 244,251 O I-Material +( 252,253 O O +wt 253,255 O B-Material +% 256,257 O I-Material +) 257,258 O O +of 259,261 O O +the 262,265 O O +certain 266,273 O O +alloys 274,280 O B-Material +and 281,284 O O +their 285,290 O O +elements 291,299 O O +. 299,300 O O + +Subsequently 301,313 O O +the 314,317 O O +paper 318,323 O O +introduces 324,334 O O +an 335,337 O O +application 338,349 O B-Task +of 350,352 O I-Task +methodology 353,364 O I-Task +of 365,367 O I-Task +research 368,376 O I-Task +for 377,380 O O +establishing 381,393 O O +characteristic 394,408 O B-Task +of 409,411 O I-Task +holding 412,419 O I-Task +furnace 420,427 O I-Task +. 427,428 O O + +The 429,432 O O +application 433,444 O O +was 445,448 O O +realized 449,457 O O +under 458,463 O O +real 464,468 O B-Process +conditions 469,479 O I-Process +in 480,482 O O +foundry 483,490 O B-Material +that 491,495 O O +uses 496,500 O O +horizontal 501,511 O B-Material +cold 512,516 O I-Material +chamber 517,524 O I-Material +machine 525,532 O I-Material +CLH 533,536 O B-Material +400.1 537,542 O I-Material +. 542,543 O O + +The 544,547 O O +chemical 548,556 O B-Process +analysis 557,565 O I-Process +was 566,569 O O +performed 570,579 O O +by 580,582 O O +spectrophotometer 583,600 O B-Material +SPECTROLAB 601,611 O B-Material +JR.CCD 612,618 O I-Material +2000 619,623 O I-Material +. 623,624 O O + +Finally 625,632 O O +the 633,636 O O +last 637,641 O O +part 642,646 O O +of 647,649 O O +the 650,653 O O +paper 654,659 O O +lists 660,665 O O +overall 666,673 O O +findings 674,682 O O +with 683,687 O O +possible 688,696 O O +future 697,703 O O +direction 704,713 O O +to 714,716 O O +extend 717,723 O B-Task +this 724,728 O I-Task +methodology 729,740 O I-Task +in 741,743 O I-Task +practice 744,752 O I-Task +. 752,753 O O + + +-DOCSTART- (S2212671612001497) + +Our 0,3 O O +country 4,11 O O +is 12,14 O O +rich 15,19 O O +of 20,22 O O +line 23,27 O B-Process +galloping 28,37 O I-Process +, 37,38 O O +there 39,44 O O +are 45,48 O O +many 49,53 O O +important 54,63 O O +galloping 64,73 O B-Material +data 74,78 O I-Material +failed 79,85 O O +to 86,88 O O +collect 89,96 O B-Task +systematically 97,111 O I-Task +and 112,115 O I-Task +completely 116,126 O I-Task +because 127,134 O O +there 135,140 O O +is 141,143 O O +no 144,146 O O +unified 147,154 O B-Process +management 155,165 O I-Process +platform 166,174 O I-Process +. 174,175 O O + +After 176,181 O O +the 182,185 O O +galloping 186,195 O B-Process +occurrence 196,206 O I-Process +in 207,209 O O +2009–2010 210,219 O O +'s 219,221 O O +winter 222,228 O O +the 229,232 O O +department 233,243 O O +of 244,246 O O +productive 247,257 O O +of 258,260 O O +the 261,264 O O +State 265,270 O O +Grid 271,275 O O +Corporation 276,287 O O +organized 288,297 O O +a 298,299 O O +lot 300,303 O O +of 304,306 O O +human 307,312 O O +to 313,315 O O +carry 316,321 O B-Process +out 322,325 O I-Process +the 326,329 O I-Process +research 330,338 O I-Process +of 339,341 O I-Process +galloping 342,351 O I-Process +information 352,363 O I-Process +, 363,364 O I-Process +this 365,369 O O +work 370,374 O O +is 375,377 O O +time 378,382 O O +– 382,383 O O +consuming 383,392 O O +and 393,396 O O +inefficient 397,408 O O +. 408,409 O O + +The 410,413 O O +State 414,419 O O +Grid 420,424 O O +Corporation 425,436 O O +has 437,440 O O +used 441,445 O O +the 446,449 O O +production 450,460 O B-Material +management 461,471 O I-Material +system 472,478 O I-Material +( 479,480 O O +PMS 480,483 O B-Material +) 483,484 O O +which 485,490 O O +is 491,493 O O +a 494,495 O O +powerful 496,504 O O +and 505,508 O O +easy 509,513 O O +to 514,516 O O +use 517,520 O O +. 520,521 O O + +With 522,526 O O +the 527,530 O O +help 531,535 O O +of 536,538 O O +the 539,542 O O +system 543,549 O O +we 550,552 O O +can 553,556 O O +create 557,563 O B-Task +a 564,565 O I-Task +galloping 566,575 O I-Task +database 576,584 O I-Task +which 585,590 O O +can 591,594 O O +save 595,599 O B-Process +resources 600,609 O I-Process +and 610,613 O I-Process +storage 614,621 O I-Process +the 622,625 O I-Process +galloping 626,635 O I-Process +data 636,640 O I-Process +. 640,641 O O + +To 642,644 O O +build 645,650 O O +and 651,654 O O +put 655,658 O O +it 659,661 O O +into 662,666 O O +application 667,678 O B-Process +of 679,681 O I-Process +database 682,690 O I-Process +can 691,694 O O +provide 695,702 O O +technical 703,712 O B-Process +support 713,720 O I-Process +for 721,724 O O +line 725,729 O B-Process +galloping 730,739 O I-Process +prevention 740,750 O I-Process +and 751,754 O O +galloping 755,764 O B-Process +research 765,773 O I-Process +work 774,778 O I-Process +. 778,779 O O + + +-DOCSTART- (S2212671612001618) + +This 0,4 O O +paper 5,10 O O +presents 11,19 O O +a 20,21 O O +non 22,25 O B-Process +- 25,26 O I-Process +fragile 26,33 O I-Process +controller 34,44 O I-Process +design 45,51 O I-Process +method 52,58 O I-Process +based 59,64 O O +on 65,67 O O +system 68,74 O B-Process +quadratic 75,84 O I-Process +performance 85,96 O I-Process +optimization 97,109 O I-Process +. 109,110 O O + +For 111,114 O O +the 115,118 O O +additive 119,127 O B-Process +controller 128,138 O I-Process +gain 139,143 O I-Process +variations 144,154 O I-Process +, 154,155 O O +the 156,159 O O +necessary 160,169 O O +and 170,173 O O +sufficient 174,184 O O +conditions 185,195 O O +for 196,199 O O +the 200,203 O O +existence 204,213 O O +of 214,216 O O +non 217,220 O B-Process +- 220,221 O I-Process +fragile 221,228 O I-Process +state 229,234 O I-Process +feedback 235,243 O I-Process +controller 244,254 O I-Process +are 255,258 O O +given 259,264 O O +and 265,268 O O +transformed 269,280 O B-Process +to 281,283 O O +the 284,287 O O +LMI 288,291 O B-Task +problems 292,300 O I-Task +, 300,301 O O +which 302,307 O O +simplifies 308,318 O B-Process +the 319,322 O I-Process +solutions 323,332 O I-Process +to 333,335 O O +obtain 336,342 O O +non 343,346 O B-Process +- 346,347 O I-Process +fragile 347,354 O I-Process +state 355,360 O I-Process +feedback 361,369 O I-Process +controllers 370,381 O I-Process +. 381,382 O O + +The 383,386 O O +flight 387,393 O B-Process +control 394,401 O I-Process +simulation 402,412 O I-Process +results 413,420 O O +prove 421,426 O O +the 427,430 O O +reliability 431,442 O O +and 443,446 O O +validity 447,455 O O +of 456,458 O O +the 459,462 O O +method 463,469 O O +. 469,470 O O + + +-DOCSTART- (S221267161200162X) + +A 0,1 O O +fuzzy 2,7 O B-Task +- 7,8 O I-Task +Hammerstein 8,19 O I-Task +model 20,25 O I-Task +predictive 26,36 O I-Task +control 37,44 O I-Task +method 45,51 O I-Task +is 52,54 O O +proposed 55,63 O O +for 64,67 O O +a 68,69 O O +continuous 70,80 O B-Material +stirred 81,88 O I-Material +- 88,89 O I-Material +tank 89,93 O I-Material +reactor 94,101 O I-Material +( 102,103 O O +CSTR 103,107 O B-Material +) 107,108 O O +. 108,109 O O + +In 110,112 O O +this 113,117 O O +paper 118,123 O O +T 124,125 O B-Process +- 125,126 O I-Process +S 126,127 O I-Process +fuzzy 128,133 O I-Process +model 134,139 O I-Process +is 140,142 O O +used 143,147 O O +to 148,150 O O +approximate 151,162 O O +the 163,166 O O +static 167,173 O B-Task +nonlinear 174,183 O I-Task +characteristics 184,199 O I-Task +of 200,202 O I-Task +Hammerstein 203,214 O I-Task +model 215,220 O I-Task +, 220,221 O O +and 222,225 O O +a 226,227 O O +linear 228,234 O B-Process +autoregressive 235,249 O I-Process +model 250,255 O I-Process +is 256,258 O O +used 259,263 O O +to 264,266 O O +solve 267,272 O O +the 273,276 O O +results 277,284 O O +of 285,287 O O +optimal 288,295 O B-Process +control 296,303 O I-Process +. 303,304 O O + +The 305,308 O O +designed 309,317 O O +nonlinear 318,327 O B-Process +predictive 328,338 O I-Process +controller 339,349 O I-Process +using 350,355 O O +Hammerstein 356,367 O B-Process +model 368,373 O I-Process +make 374,378 O O +good 379,383 O O +use 384,387 O O +of 388,390 O O +the 391,394 O O +ability 395,402 O O +of 403,405 O O +universal 406,415 O B-Process +approach 416,424 O I-Process +nonlinear 425,434 O I-Process +of 435,437 O O +T 438,439 O B-Process +- 439,440 O I-Process +S 440,441 O I-Process +model 442,447 O I-Process +, 447,448 O O +and 449,452 O O +divide 453,459 O O +the 460,463 O O +question 464,472 O O +of 473,475 O O +nonlinear 476,485 O B-Process +predictive 486,496 O I-Process +control 497,504 O I-Process +into 505,509 O O +the 510,513 O O +nonlinear 514,523 O B-Process +model 524,529 O I-Process +recongnization 530,544 O I-Process +and 545,548 O O +the 549,552 O O +question 553,561 O O +of 562,564 O O +linear 565,571 O B-Process +predictive 572,582 O I-Process +control 583,590 O I-Process +. 590,591 O O + +The 592,595 O O +application 596,607 O O +results 608,615 O O +of 616,618 O O +CSTR 619,623 O B-Process +process 624,631 O I-Process +show 632,636 O O +the 637,640 O O +proposed 641,649 O O +control 650,657 O B-Process +method 658,664 O I-Process +has 665,668 O O +good 669,673 O O +control 674,681 O O +performance 682,693 O O +compared 694,702 O O +to 703,705 O O +PID 706,709 O B-Material +controller 710,720 O I-Material +. 720,721 O O + + +-DOCSTART- (S2212671612001692) + +The 0,3 O O +key 4,7 O O +point 8,13 O O +of 14,16 O O +robot 17,22 O B-Task +dynamics 23,31 O I-Task +is 32,34 O O +optimal 35,42 O O +design 43,49 O O +and 50,53 O O +control 54,61 O O +. 61,62 O O + +The 63,66 O O +efficiency 67,77 O B-Task +of 78,80 O I-Task +robot 81,86 O I-Task +dynamics 87,95 O I-Task +has 96,99 O O +been 100,104 O O +the 105,108 O O +goal 109,113 O O +of 114,116 O O +researchers 117,128 O O +in 129,131 O O +recent 132,138 O O +years 139,144 O O +. 144,145 O O + +Screws 146,152 O B-Material +are 153,156 O O +used 157,161 O O +to 162,164 O O +describe 165,173 O B-Task +dynamic 174,181 O I-Task +problems 182,190 O I-Task +in 191,193 O O +this 194,198 O O +paper 199,204 O O +, 204,205 O O +and 206,209 O O +an 210,212 O O +O(N 213,216 O B-Process +) 216,217 O I-Process +recursive 218,227 O I-Process +robot 228,233 O I-Process +forward 234,241 O I-Process +dynamic 242,249 O I-Process +algorithm 250,259 O I-Process +is 260,262 O O +given 263,268 O O +on 269,271 O O +this 272,276 O O +. 276,277 O O + +It 278,280 O O +can 281,284 O O +be 285,287 O O +easily 288,294 O O +extended 295,303 O O +to 304,306 O O +tree 307,311 O B-Process +topology 312,320 O I-Process +, 320,321 O I-Process +closed 322,328 O I-Process +loop 329,333 O I-Process +and 334,337 O I-Process +spatial 338,345 O I-Process +robot 346,351 O I-Process +systems 352,359 O I-Process +. 359,360 O O + +And 361,364 O O +three 365,370 O O +classic 371,378 O O +methods 379,386 O O +of 387,389 O O +robot 390,395 O B-Task +dynamics 396,404 O I-Task +are 405,408 O O +compared 409,417 O O +for 418,421 O O +easy 422,426 O O +of 427,429 O O +use 430,433 O O +. 433,434 O O + +The 435,438 O O +results 439,446 O O +show 447,451 O O +that 452,456 O O +dynamics 457,465 O B-Process +described 466,475 O I-Process +with 476,480 O I-Process +screws 481,487 O I-Process +are 488,491 O O +helpful 492,499 O O +in 500,502 O O +high 503,507 O B-Process +efficient 508,517 O I-Process +dynamics 518,526 O I-Process +modelling 527,536 O I-Process +. 536,537 O I-Process + +The 538,541 O O +dynamical 542,551 O B-Process +expressions 552,563 O I-Process +based 564,569 O O +on 570,572 O O +screws 573,579 O B-Material +are 580,583 O O +concise 584,591 O O +and 592,595 O O +clear 596,601 O O +. 601,602 O O + +It 603,605 O O +'s 605,607 O O +efficiency 608,618 O O +is 619,621 O O +high 622,626 O O +of 627,629 O O +O(N 630,633 O O +) 633,634 O O +and 635,638 O O +is 639,641 O O +linear 642,648 O B-Process +to 649,651 O I-Process +the 652,655 O I-Process +degree 656,662 O I-Process +of 663,665 O I-Process +freedom 666,673 O I-Process +. 673,674 O O + +With 675,679 O O +the 680,683 O O +improvement 684,695 O B-Task +of 696,698 O I-Task +computation 699,710 O I-Task +efficiency 711,721 O I-Task +, 721,722 O O +it 723,725 O O +will 726,730 O O +make 731,735 O O +the 736,739 O O +real 740,744 O B-Process +- 744,745 O I-Process +time 745,749 O I-Process +dynamics 750,758 O I-Process +control 759,766 O I-Process +become 767,773 O O +possible 774,782 O O +. 782,783 O O + + +-DOCSTART- (S2212671612001709) + +An 0,2 O O +algorithm 3,12 O B-Task +of 13,15 O I-Task +multi 16,21 O I-Task +- 21,22 O I-Task +axis 22,26 O I-Task +NC 27,29 O I-Task +tool 30,34 O I-Task +- 34,35 O I-Task +path 35,39 O I-Task +generation 40,50 O I-Task +for 51,54 O I-Task +subdivision 55,66 O I-Task +surfaces 67,75 O I-Task +is 76,78 O O +proposed 79,87 O O +. 87,88 O O + +The 89,92 O O +algorithm 93,102 O B-Process +includes 103,111 O O +two 112,115 O O +steps 116,121 O O +: 121,122 O O +model 123,128 O B-Process +building 129,137 O I-Process +and 138,141 O O +tool 142,146 O B-Process +path 147,151 O I-Process +generation 152,162 O I-Process +. 162,163 O O + +In 164,166 O O +the 167,170 O O +section 171,178 O O +of 179,181 O O +model 182,187 O B-Process +building 188,196 O I-Process +, 196,197 O O +in 198,200 O O +order 201,206 O O +to 207,209 O O +obtain 210,216 O B-Task +the 217,220 O I-Task +deformed 221,229 O I-Task +surface 230,237 O I-Task +, 237,238 O O +the 239,242 O O +deformation 243,254 O B-Process +vector 255,261 O I-Process +is 262,264 O I-Process +computed 265,273 O I-Process +which 274,279 O O +is 280,282 O O +associated 283,293 O O +with 294,298 O O +the 299,302 O O +curvature 303,312 O B-Process +and 313,316 O I-Process +the 317,320 O I-Process +slope 321,326 O I-Process +of 327,329 O I-Process +cutter 330,336 O I-Process +location 337,345 O I-Process +surface 346,353 O I-Process +. 353,354 O O + +In 355,357 O O +the 358,361 O O +procedure 362,371 O O +of 372,374 O O +tool 375,379 O B-Process +path 380,384 O I-Process +generation 385,395 O I-Process +, 395,396 O O +the 397,400 O O +slicing 401,408 O B-Process +procedure 409,418 O I-Process +is 419,421 O O +adopted 422,429 O O +to 430,432 O O +get 433,436 O O +the 437,440 O O +CL 441,443 O B-Material +points 444,450 O I-Material +. 450,451 O O + +In 452,454 O O +addition 455,463 O O +, 463,464 O O +the 465,468 O O +inversely 469,478 O B-Process +converted 479,488 O I-Process +method 489,495 O I-Process +is 496,498 O O +used 499,503 O O +. 503,504 O O + +The 505,508 O O +method 509,515 O O +is 516,518 O O +tested 519,525 O B-Task +by 526,528 O I-Task +some 529,533 O I-Task +examples 534,542 O I-Task +with 543,547 O I-Task +actual 548,554 O I-Task +machining 555,564 O I-Task +. 564,565 O O + +The 566,569 O O +results 570,577 O O +show 578,582 O O +that 583,587 O O +the 588,591 O O +method 592,598 O O +can 599,602 O O +effectively 603,614 O O +reduce 615,621 O O +the 622,625 O O +error 626,631 O O +of 632,634 O O +the 635,638 O O +scallop 639,646 O B-Material +height 647,653 O I-Material +for 654,657 O O +subdivision 658,669 O B-Material +surface 670,677 O I-Material +and 678,681 O O +obtain 682,688 O O +the 689,692 O O +better 693,699 O O +shape 700,705 O O +and 706,709 O O +quality 710,717 O O +. 717,718 O O + +In 719,721 O O +addition 722,730 O O +, 730,731 O O +the 732,735 O O +computational 736,749 O O +complexity 750,760 O O +and 761,764 O O +is 765,767 O O +scalable 768,776 O O +and 777,780 O O +robust 781,787 O O +. 787,788 O O + + +-DOCSTART- (S221267161200176X) + +Modeling 0,8 O B-Task +or 9,11 O I-Task +approximating 12,25 O I-Task +high 26,30 O I-Task +dimensional 31,42 O I-Task +, 42,43 O I-Task +computationally 44,59 O I-Task +- 59,60 O I-Task +expensive 60,69 O I-Task +problems 70,78 O I-Task +faces 79,84 O O +an 85,87 O O +exponentially 88,101 O O +increasing 102,112 O O +difficulty 113,123 O O +, 123,124 O O +the 125,128 O O +“ 129,130 O O +curse 130,135 O B-Process +of 136,138 O I-Process +dimensionality 139,153 O I-Process +” 153,154 O O +. 154,155 O O + +This 156,160 O O +paper 161,166 O O +proposes 167,175 O O +a 176,177 O O +new 178,181 O B-Process +form 182,186 O I-Process +of 187,189 O I-Process +high 190,194 O I-Process +dimensional 195,206 O I-Process +model 207,212 O I-Process +representation 213,227 O I-Process +( 228,229 O O +HDMR 229,233 O B-Process +) 233,234 O O +by 235,237 O O +utilizing 238,247 O O +the 248,251 O O +support 252,259 O B-Process +vector 260,266 O I-Process +regression 267,277 O I-Process +( 278,279 O O +SVR 279,282 O B-Process +) 282,283 O O +, 283,284 O O +termed 285,291 O O +as 292,294 O O +adaptive 295,303 O B-Process +SVR 304,307 O I-Process +- 307,308 O I-Process +HMDR 308,312 O I-Process +, 312,313 O O +to 314,316 O O +conquer 317,324 O B-Task +this 325,329 O I-Task +dilemma 330,337 O I-Task +. 337,338 O O + +The 339,342 O O +proposed 343,351 O O +model 352,357 O O +could 358,363 O O +reveal 364,370 O O +explicit 371,379 O B-Process +correlations 380,392 O I-Process +among 393,398 O O +different 399,408 O O +input 409,414 O B-Material +variables 415,424 O I-Material +of 425,427 O O +the 428,431 O O +underlying 432,442 O O +function 443,451 O O +which 452,457 O O +is 458,460 O O +unknown 461,468 O O +or 469,471 O O +expensive 472,481 O O +for 482,485 O O +computation 486,497 O B-Process +. 497,498 O O + +Taking 499,505 O O +advantage 506,515 O O +of 516,518 O O +HDMR 519,523 O B-Process +'s 523,525 O O +hierarchical 526,538 O O +structure 539,548 O O +, 548,549 O O +it 550,552 O O +could 553,558 O O +alleviate 559,568 O B-Task +the 569,572 O I-Task +exponential 573,584 O I-Task +increasing 585,595 O I-Task +difficulty 596,606 O I-Task +, 606,607 O O +and 608,611 O O +gain 612,616 O O +satisfying 617,627 O O +accuracy 628,636 O O +with 637,641 O O +small 642,647 O O +set 648,651 O O +of 652,654 O O +samples 655,662 O O +by 663,665 O O +SVR 666,669 O B-Process +. 669,670 O O + +Numerical 671,680 O O +examples 681,689 O O +of 690,692 O O +different 693,702 O O +dimensionality 703,717 O O +are 718,721 O O +given 722,727 O O +to 728,730 O O +illustrate 731,741 O B-Task +the 742,745 O I-Task +principle 746,755 O I-Task +, 755,756 O I-Task +procedure 757,766 O I-Task +and 767,770 O I-Task +performance 771,782 O I-Task +of 783,785 O O +SVR 786,789 O B-Process +- 789,790 O I-Process +HDMR 790,794 O I-Process +. 794,795 O O + + +-DOCSTART- (S2212671612001783) + +Metal 0,5 O B-Material +– 5,6 O I-Material +intermetallic 6,19 O I-Material +laminated 20,29 O I-Material +( 30,31 O O +MIL 31,34 O B-Material +) 34,35 O O +composites 36,46 O O +are 47,50 O O +fabricated 51,61 O B-Process +upon 62,66 O I-Process +reaction 67,75 O I-Process +sintering 76,85 O I-Process +of 86,88 O O +titanium 89,97 O B-Material +and 98,101 O I-Material +aluminum 102,110 O I-Material +foils 111,116 O I-Material +of 117,119 O O +various 120,127 O O +thicknesses 128,139 O O +. 139,140 O O + +The 141,144 O O +intermetallic 145,158 O B-Process +phase 159,164 O I-Process +of 165,167 O O +Al3Ti 168,173 O B-Process +forming 174,181 O I-Process +during 182,188 O O +the 189,192 O O +above 193,198 O O +processing 199,209 O B-Process +gives 210,215 O O +high 216,220 O O +hardness 221,229 O O +and 230,233 O O +stiffness 234,243 O O +to 244,246 O O +the 247,250 O O +composite 251,260 O B-Material +, 260,261 O O +while 262,267 O O +unreacted 268,277 O B-Material +titanium 278,286 O I-Material +provides 287,295 O O +the 296,299 O O +necessary 300,309 O O +high 310,314 O O +strength 315,323 O O +and 324,327 O O +ductility 328,337 O O +. 337,338 O O + +Some 339,343 O O +results 344,351 O O +of 352,354 O O +studies 355,362 O B-Process +of 363,365 O I-Process +microstructure 366,380 O I-Process +and 381,384 O O +some 385,389 O O +mechanical 390,400 O O +properties 401,411 O O +of 412,414 O O +layered 415,422 O B-Material +composites 423,433 O I-Material +are 434,437 O O +presented 438,447 O B-Task +on 448,450 O I-Task +the 451,454 O I-Task +example 455,462 O I-Task +of 463,465 O I-Task +Ti 466,468 O I-Task +- 468,469 O I-Task +Al 469,471 O I-Task +system 472,478 O I-Task +. 478,479 O O + +Static 480,486 O B-Task +and 487,490 O I-Task +dynamic 491,498 O I-Task +tests 499,504 O I-Task +results 505,512 O I-Task +are 513,516 O I-Task +discussed 517,526 O I-Task +for 527,530 O O +the 531,534 O O +case 535,539 O O +when 540,544 O O +the 545,548 O O +intermetallic 549,562 O B-Process +reaction 563,571 O I-Process +was 572,575 O O +interrupted 576,587 O B-Process +in 588,590 O O +the 591,594 O O +course 595,601 O O +of 602,604 O O +intermetallic 605,618 O B-Process +sintering 619,628 O I-Process +and 629,632 O O +also 633,637 O O +for 638,641 O O +the 642,645 O O +case 646,650 O O +when 651,655 O O +it 656,658 O O +was 659,662 O O +completed 663,672 O O +. 672,673 O O + + +-DOCSTART- (S2212671612002120) + +A 0,1 O O +design 2,8 O B-Process +method 9,15 O I-Process +for 16,19 O O +network 20,27 O B-Process +attack 28,34 O I-Process +and 35,38 O O +defense 39,46 O B-Process +simulation 47,57 O I-Process +platform 58,66 O I-Process +is 67,69 O O +discussed 70,79 O O +in 80,82 O O +this 83,87 O O +paper 88,93 O O +. 93,94 O O + +Firstly 95,102 O O +the 103,106 O O +component 107,116 O O +and 117,120 O O +function 121,129 O O +of 130,132 O O +the 133,136 O O +platform 137,145 O B-Process +are 146,149 O O +analyzed 150,158 O O +. 158,159 O O + +Then 160,164 O O +Visio 165,170 O B-Process +second 171,177 O I-Process +development 178,189 O I-Process +method 190,196 O I-Process +is 197,199 O O +used 200,204 O O +to 205,207 O O +construct 208,217 O B-Task +the 218,221 O I-Task +virtual 222,229 O I-Task +network 230,237 O I-Task +topology 238,246 O I-Task +. 246,247 O O + +The 248,251 O O +parsing 252,259 O B-Task +of 260,262 O I-Task +virtual 263,270 O I-Task +network 271,278 O I-Task +topology 279,287 O I-Task +is 288,290 O O +also 291,295 O O +researched 296,306 O O +and 307,310 O O +the 311,314 O O +relative 315,323 O B-Material +flow 324,328 O I-Material +sheet 329,334 O I-Material +is 335,337 O O +described 338,347 O O +. 347,348 O O + +Lastly 349,355 O O +an 356,358 O O +example 359,366 O O +is 367,369 O O +carried 370,377 O O +out 378,381 O O +to 382,384 O O +test 385,389 O B-Task +performance 390,401 O I-Task +of 402,404 O I-Task +the 405,408 O I-Task +platform 409,417 O I-Task +. 417,418 O O + +Simulation 419,429 O O +results 430,437 O O +show 438,442 O O +the 443,446 O O +effectiveness 447,460 O O +of 461,463 O O +the 464,467 O O +proposed 468,476 O O +method 477,483 O O +. 483,484 O O + + +-DOCSTART- (S221267161200217X) + +The 0,3 O O +existing 4,12 O O +GO 13,15 O B-Process +methodology 16,27 O I-Process +algorithm 28,37 O I-Process +is 38,40 O O +theoretical 41,52 O O +, 52,53 O O +and 54,57 O O +hard 58,62 O O +to 63,65 O O +solve 66,71 O O +with 72,76 O O +computer 77,85 O O +. 85,86 O O + +In 87,89 O O +this 90,94 O O +paper 95,100 O O +, 100,101 O O +we 102,104 O O +research 105,113 O O +a 114,115 O O +new 116,119 O B-Task +method 120,126 O I-Task +to 127,129 O I-Task +get 130,133 O I-Task +the 134,137 O I-Task +reliability 138,149 O I-Task +of 150,152 O I-Task +system 153,159 O I-Task +based 160,165 O I-Task +on 166,168 O I-Task +GO 169,171 O I-Task +methodology 172,183 O I-Task +. 183,184 O O + +According 185,194 O O +to 195,197 O O +some 198,202 O O +properties 203,213 O O +of 214,216 O O +the 217,220 O O +operators 221,230 O O +in 231,233 O O +GO 234,236 O B-Material +chart 237,242 O I-Material +, 242,243 O O +GO 244,246 O B-Material +chart 247,252 O I-Material +can 253,256 O O +be 257,259 O O +transformed 260,271 O O +into 272,276 O O +series 277,283 O B-Process +structure 284,293 O I-Process +, 293,294 O O +then 295,299 O O +the 300,303 O O +minimal 304,311 O B-Process +path 312,316 O I-Process +sets 317,321 O I-Process +are 322,325 O I-Process +induced 326,333 O I-Process +based 334,339 O O +on 340,342 O O +Enumeration 343,354 O B-Process +method 355,361 O I-Process +from 362,366 O O +first 367,372 O O +operator 373,381 O O +to 382,384 O O +last 385,389 O O +one 390,393 O O +. 393,394 O O + +It 395,397 O O +is 398,400 O O +very 401,405 O O +convenient 406,416 O O +for 417,420 O O +computer 421,429 O O +to 430,432 O O +calculate 433,442 O B-Task +the 443,446 O I-Task +system 447,453 O I-Task +reliability 454,465 O I-Task +with 466,470 O O +the 471,474 O O +new 475,478 O O +method 479,485 O O +based 486,491 O O +on 492,494 O O +minimal 495,502 O B-Process +path 503,507 O I-Process +sets 508,512 O I-Process +. 512,513 O O + +The 514,517 O O +case 518,522 O O +study 523,528 O O +indicates 529,538 O O +the 539,542 O O +method 543,549 O O +is 550,552 O O +suitable 553,561 O O +for 562,565 O O +practical 566,575 O B-Task +engineering 576,587 O I-Task +, 587,588 O O +which 589,594 O O +can 595,598 O O +be 599,601 O O +used 602,606 O O +to 607,609 O O +possess 610,617 O O +the 618,621 O O +quantitative 622,634 O B-Process +analysis 635,643 O I-Process +of 644,646 O O +complex 647,654 O B-Process +GO 655,657 O I-Process +methodology 658,669 O I-Process +models 670,676 O I-Process +. 676,677 O O + + +-DOCSTART- (S2212671612002181) + +The 0,3 O O +number 4,10 O O +of 11,13 O O +hidden 14,20 O B-Material +nodes 21,26 O I-Material +is 27,29 O O +a 30,31 O O +critical 32,40 O O +factor 41,47 O O +for 48,51 O O +the 52,55 O O +generalization 56,70 O B-Task +of 71,73 O I-Task +ELM 74,77 O I-Task +. 77,78 O O + +Generally 79,88 O O +, 88,89 O O +it 90,92 O O +is 93,95 O O +heavy 96,101 O O +for 102,105 O O +time 106,110 O B-Process +consumption 111,122 O I-Process +to 123,125 O O +obtain 126,132 O B-Process +the 133,136 O I-Process +optimal 137,144 O I-Process +number 145,151 O I-Process +of 152,154 O I-Process +hidden 155,161 O I-Process +nodes 162,167 O I-Process +with 168,172 O O +trial 173,178 O B-Process +- 178,179 O I-Process +and 179,182 O I-Process +- 182,183 O I-Process +error 183,188 O I-Process +. 188,189 O O + +A 190,191 O O +novel 192,197 O B-Task +algorithm 198,207 O I-Task +is 208,210 O I-Task +proposed 211,219 O I-Task +to 220,222 O O +optimize 223,231 O B-Task +the 232,235 O I-Task +hidden 236,242 O I-Task +node 243,247 O I-Task +number 248,254 O I-Task +to 255,257 O O +guarantee 258,267 O O +good 268,272 O O +generalization 273,287 O B-Process +, 287,288 O O +which 289,294 O O +employs 295,302 O O +the 303,306 O O +PSO 307,310 O B-Process +in 311,313 O O +the 314,317 O O +optimization 318,330 O B-Process +process 331,338 O I-Process +with 339,343 O O +structural 344,354 O B-Process +risk 355,359 O I-Process +minimization 360,372 O I-Process +principle 373,382 O I-Process +. 382,383 O O + +The 384,387 O O +simulation 388,398 O O +results 399,406 O O +indicate 407,415 O O +our 416,419 O O +algorithm 420,429 O B-Process +for 430,433 O O +the 434,437 O O +optimal 438,445 O O +number 446,452 O O +of 453,455 O O +hidden 456,462 O B-Material +nodes 463,468 O I-Material +is 469,471 O O +reasonable 472,482 O O +and 483,486 O O +feasible 487,495 O O +with 496,500 O O +6 501,502 O B-Material +datasets 503,511 O I-Material +on 512,514 O O +benchmark 515,524 O O +problems 525,533 O O +by 534,536 O O +the 537,540 O O +accuracy 541,549 O B-Process +comparisons 550,561 O I-Process +. 561,562 O O + + +-DOCSTART- (S221267161200220X) + +For 0,3 O O +providing 4,13 O O +the 14,17 O O +government 18,28 O O +with 29,33 O O +effective 34,43 O B-Task +monitoring 44,54 O I-Task +of 55,57 O O +the 58,61 O O +trends 62,68 O B-Process +of 69,71 O I-Process +the 72,75 O I-Process +economic 76,84 O I-Process +variables 85,94 O I-Process +in 95,97 O O +the 98,101 O O +future 102,108 O O +and 109,112 O O +good 113,117 O O +reference 118,127 O O +for 128,131 O O +developing 132,142 O B-Process +a 143,144 O I-Process +reasonable 145,155 O I-Process +policy 156,162 O I-Process +, 162,163 O O +in 164,166 O O +this 167,171 O O +paper 172,177 O O +, 177,178 O O +we 179,181 O O +establish 182,191 O B-Task +a 192,193 O I-Task +time 194,198 O I-Task +series 199,205 O I-Task +model 206,211 O I-Task +on 212,214 O O +China 215,220 O O +'s 220,222 O O +Foreign 223,230 O B-Process +Direct 231,237 O I-Process +Investment 238,248 O I-Process +( 249,250 O O +FDI 250,253 O B-Process +) 253,254 O O +by 255,257 O O +using 258,263 O O +wavelet 264,271 O B-Process +analysis 272,280 O I-Process +and 281,284 O O +intervention 285,297 O B-Process +analysis 298,306 O I-Process +and 307,310 O O +time 311,315 O B-Process +series 316,322 O I-Process +analysis 323,331 O I-Process +and 332,335 O O +predict 336,343 O B-Task +the 344,347 O I-Task +trend 348,353 O I-Task +of 354,356 O I-Task +FDI 357,360 O I-Task +in 361,363 O O +the 364,367 O O +next 368,372 O O +several 373,380 O O +years 381,386 O O +. 386,387 O O + +This 388,392 O O +model 393,398 O O +eliminates 399,409 O O +the 410,413 O O +interference 414,426 O B-Process +of 427,429 O I-Process +noise 430,435 O I-Process +for 436,439 O O +predicting 440,450 O O +by 451,453 O O +using 454,459 O O +wavelet 460,467 O B-Process +analysis 468,476 O I-Process +, 476,477 O O +and 478,481 O O +describes 482,491 O O +the 492,495 O O +autocorrelation 496,511 O B-Process +and 512,515 O O +time 516,520 O B-Process +- 520,521 O I-Process +varying 521,528 O I-Process +volatility 529,539 O I-Process +of 540,542 O O +the 543,546 O O +financial 547,556 O B-Material +time 557,561 O I-Material +series 562,568 O I-Material +by 569,571 O O +using 572,577 O O +ARIMA- 578,584 O B-Process +GARCH 585,590 O I-Process +- 590,591 O I-Process +M 591,592 O I-Process +model 593,598 O I-Process +. 598,599 O O + +The 600,603 O O +simulation 604,614 O O +results 615,622 O O +show 623,627 O O +that 628,632 O O +this 633,637 O O +model 638,643 O O +explains 644,652 O O +the 653,656 O O +dynamic 657,664 O O +structure 665,674 O O +of 675,677 O O +China 678,683 O O +'s 683,685 O O +FDI 686,689 O B-Process +trends 690,696 O O +well 697,701 O O +. 701,702 O O + + +-DOCSTART- (S2212671612002302) + +Monitoring 0,10 O B-Task +the 11,14 O I-Task +wear 15,19 O I-Task +condition 20,29 O I-Task +of 30,32 O O +the 33,36 O O +tramway 37,44 O B-Material +superstructure 45,59 O I-Material +is 60,62 O O +one 63,66 O O +of 67,69 O O +the 70,73 O O +key 74,77 O O +points 78,84 O O +to 85,87 O O +guarantee 88,97 O O +an 98,100 O O +adequate 101,109 O O +safety 110,116 O B-Process +level 117,122 O I-Process +of 123,125 O O +the 126,129 O O +light 130,135 O B-Material +rail 136,140 O I-Material +transport 141,150 O I-Material +system 151,157 O I-Material +. 157,158 O O + +The 159,162 O O +purpose 163,170 O O +of 171,173 O O +this 174,178 O O +paper 179,184 O O +is 185,187 O O +to 188,190 O O +suggest 191,198 O O +a 199,200 O O +new 201,204 O B-Task +non 205,208 O I-Task +- 208,209 O I-Task +conventionalprocedure 209,230 O I-Task +for 231,234 O O +measuring 235,244 O O +the 245,248 O O +transverse 249,259 O B-Process +profile 260,267 O I-Process +of 268,270 O O +rails 271,276 O B-Material +in 277,279 O O +operation 280,289 O O +by 290,292 O O +means 293,298 O O +of 299,301 O O +image 302,307 O B-Process +- 307,308 O I-Process +processing 308,318 O I-Process +technique 319,328 O I-Process +. 328,329 O O + +This 330,334 O O +methodological 335,349 O O +approach 350,358 O O +is 359,361 O O +based 362,367 O O +on 368,370 O O +the 371,374 O O +“ 375,376 O O +information 376,387 O B-Material +” 387,388 O I-Material +contained 389,398 O O +in 399,401 O O +high 402,406 O B-Material +- 406,407 O I-Material +resolution 407,417 O I-Material +photographic 418,430 O I-Material +images 431,437 O I-Material +of 438,440 O O +tracks 441,447 O B-Material +and 448,451 O O +on 452,454 O O +specific 455,463 O B-Process +algorithms 464,474 O I-Process +which 475,480 O O +allow 481,486 O O +to 487,489 O O +obtain 490,496 O O +the 497,500 O O +exact 501,506 O O +geometric 507,516 O O +profile 517,524 O O +of 525,527 O O +the 528,531 O O +rails 532,537 O B-Material +and 538,541 O O +therefore 542,551 O O +to 552,554 O O +measure 555,562 O O +the 563,566 O O +state 567,572 O O +of 573,575 O O +the 576,579 O O +rail 580,584 O O +- 584,585 O O +head 585,589 O O +extrados 590,598 O O +wear 599,603 O O +. 603,604 O O + + +-DOCSTART- (S2212671612002338) + +Robust 0,6 O B-Task +and 7,10 O I-Task +automatic 11,20 O I-Task +thresholding 21,33 O I-Task +of 34,36 O O +gray 37,41 O B-Material +level 42,47 O I-Material +images 48,54 O I-Material +has 55,58 O O +been 59,63 O O +commonly 64,72 O O +used 73,77 O O +in 78,80 O O +the 81,84 O O +field 85,90 O O +of 91,93 O O +pattern 94,101 O B-Task +recognition 102,113 O I-Task +and 114,117 O O +computer 118,126 O B-Task +vision 127,133 O I-Task +for 134,137 O O +objects 138,145 O B-Task +detecting 146,155 O I-Task +, 155,156 O I-Task +tracking 157,165 O I-Task +and 166,169 O I-Task +recognizing 170,181 O I-Task +. 181,182 O O + +The 183,186 O O +Otsu 187,191 O B-Process +scheme 192,198 O I-Process +, 198,199 O O +a 200,201 O O +widely 202,208 O O +used 209,213 O O +image 214,219 O B-Process +thresholding 220,232 O I-Process +technique 233,242 O I-Process +, 242,243 O O +provides 244,252 O O +approving 253,262 O O +results 263,270 O O +for 271,274 O O +segmenting 275,285 O B-Process +a 286,287 O O +gray 288,292 O B-Material +level 293,298 O I-Material +image 299,304 O I-Material +with 305,309 O O +only 310,314 O O +one 315,318 O O +modal 319,324 O B-Process +distribution 325,337 O I-Process +in 338,340 O O +gray 341,345 O B-Material +level 346,351 O I-Material +histogram 352,361 O I-Material +. 361,362 O I-Material + +However 363,370 O O +, 370,371 O O +it 372,374 O O +provides 375,383 O O +poor 384,388 O O +results 389,396 O O +if 397,399 O O +the 400,403 O O +histogram 404,413 O B-Material +of 414,416 O O +a 417,418 O O +gray 419,423 O O +level 424,429 O O +is 430,432 O O +non 433,436 O O +- 436,437 O O +bimodal 437,444 O O +. 444,445 O O + +For 446,449 O O +enhancing 450,459 O B-Task +the 460,463 O I-Task +performance 464,475 O I-Task +of 476,478 O O +the 479,482 O O +Otsu 483,487 O B-Process +algorithm 488,497 O I-Process +further 498,505 O O +, 505,506 O O +in 507,509 O O +this 510,514 O O +work 515,519 O O +, 519,520 O O +an 521,523 O O +improved 524,532 O O +median 533,539 O B-Process +- 539,540 O I-Process +based 540,545 O I-Process +Otsu 546,550 O I-Process +image 551,556 O I-Process +thresholding 557,569 O I-Process +algorithm 570,579 O I-Process +is 580,582 O O +presented 583,592 O O +. 592,593 O O + +Finally 594,601 O O +extensive 602,611 O B-Task +tests 612,617 O I-Task +are 618,621 O O +performed 622,631 O O +and 632,635 O O +the 636,639 O O +experiments 640,651 O O +show 652,656 O O +that 657,661 O O +our 662,665 O O +method 666,672 O O +obtain 673,679 O O +more 680,684 O O +satisfactory 685,697 O O +results 698,705 O O +than 706,710 O O +the 711,714 O O +original 715,723 O O +Otsu 724,728 O B-Process +thresholding 729,741 O I-Process +algorithm 742,751 O I-Process +. 751,752 O O + + +-DOCSTART- (S2212671612002351) + +In 0,2 O O +this 3,7 O O +paper 8,13 O O +, 13,14 O O +a 15,16 O O +novel 17,22 O O +position 23,31 O B-Task +estimation 32,42 O I-Task +method 43,49 O I-Task +of 50,52 O O +prism 53,58 O B-Material +was 59,62 O O +proposed 63,71 O O +for 72,75 O O +single 76,82 O B-Material +- 82,83 O I-Material +lens 83,87 O I-Material +stereovision 88,100 O I-Material +system 101,107 O I-Material +. 107,108 O O + +The 109,112 O O +prism 113,118 O B-Material +with 119,123 O O +multi 124,129 O O +faces 130,135 O O +was 136,139 O O +considered 140,150 O O +as 151,153 O O +a 154,155 O O +single 156,162 O B-Material +optical 163,170 O I-Material +system 171,177 O I-Material +composed 178,186 O O +of 187,189 O O +some 190,194 O O +refractive 195,205 O B-Material +planes 206,212 O I-Material +. 212,213 O O + +A 214,215 O O +transformation 216,230 O B-Material +matrix 231,237 O I-Material +which 238,243 O O +can 244,247 O O +express 248,255 O B-Task +the 256,259 O I-Task +relationship 260,272 O I-Task +between 273,280 O O +an 281,283 O O +object 284,290 O B-Material +point 291,296 O I-Material +and 297,300 O O +its 301,304 O O +image 305,310 O B-Material +by 311,313 O O +the 314,317 O O +refraction 318,328 O B-Process +of 329,331 O I-Process +prism 332,337 O I-Process +was 338,341 O O +derived 342,349 O O +based 350,355 O O +on 356,358 O O +geometrical 359,370 O B-Process +optics 371,377 O I-Process +, 377,378 O O +and 379,382 O O +a 383,384 O O +mathematical 385,397 O B-Process +model 398,403 O I-Process +was 404,407 O O +introduced 408,418 O O +which 419,424 O O +can 425,428 O O +denote 429,435 O O +the 436,439 O O +position 440,448 O O +of 449,451 O O +prism 452,457 O B-Material +with 458,462 O O +arbitrary 463,472 O O +faces 473,478 O O +only 479,483 O O +by 484,486 O O +7 487,488 O O +parameters 489,499 O O +. 499,500 O O + +This 501,505 O O +model 506,511 O O +can 512,515 O O +extend 516,522 O B-Process +the 523,526 O I-Process +application 527,538 O I-Process +of 539,541 O I-Process +single 542,548 O I-Process +- 548,549 O I-Process +lens 549,553 O I-Process +stereovision 554,566 O I-Process +system 567,573 O I-Process +using 574,579 O O +prism 580,585 O B-Material +to 586,588 O O +a 589,590 O O +more 591,595 O O +widely 596,602 O O +area 603,607 O O +. 607,608 O O + +Experimentation 609,624 O O +results 625,632 O O +are 633,636 O O +presented 637,646 O O +to 647,649 O O +prove 650,655 O O +the 656,659 O O +effectiveness 660,673 O B-Process +and 674,677 O O +robustness 678,688 O B-Process +of 689,691 O O +our 692,695 O O +proposed 696,704 O O +model 705,710 O O +. 710,711 O O + + +-DOCSTART- (S2212671612002375) + +Power 0,5 O B-Process +Grid 6,10 O I-Process +reasoning 11,20 O I-Process +expert 21,27 O I-Process +system 28,34 O I-Process +is 35,37 O O +a 38,39 O O +complex 40,47 O O +system 48,54 O B-Process +. 54,55 O O + +To 56,58 O O +solve 59,64 O O +knowledge 65,74 O B-Task +sharing 75,82 O I-Task +of 83,85 O I-Task +knowledge 86,95 O I-Task +Base 96,100 O I-Task +in 101,103 O I-Task +expert 104,110 O I-Task +system 111,117 O I-Task +, 117,118 O O +we 119,121 O O +abstract 122,130 O B-Task +and 131,134 O I-Task +analyze 135,142 O I-Task +the 143,146 O I-Task +power 147,152 O I-Task +grid 153,157 O I-Task +security 158,166 O I-Task +investigation 167,180 O I-Task +procedure 181,190 O I-Task +by 191,193 O O +using 194,199 O O +ontology 200,208 O B-Process +Technology 209,219 O I-Process +. 219,220 O O + +With 221,225 O O +ontology 226,234 O B-Material +- 234,235 O I-Material +based 235,240 O I-Material +Power 241,246 O I-Material +Grid 247,251 O I-Material +knowledge 252,261 O I-Material +base 262,266 O I-Material +, 266,267 O O +we 268,270 O O +establish 271,280 O O +associated 281,291 O B-Task +relationship 292,304 O I-Task +of 305,307 O I-Task +procedure 308,317 O I-Task +vocabularies 318,330 O I-Task +. 330,331 O O + +In 332,334 O O +this 335,339 O O +paper 340,345 O O +, 345,346 O O +we 347,349 O O +introduce 350,359 O B-Task +and 360,363 O I-Task +analyze 364,371 O I-Task +of 372,374 O I-Task +semantic 375,383 O I-Task +reasoning 384,393 O I-Task +tools 394,399 O I-Task +such 400,404 O O +as 405,407 O O +Jena 408,412 O B-Material +. 412,413 O O + +The 414,417 O O +reasoner 418,426 O B-Process +mechanism 427,436 O I-Process +and 437,440 O O +inference 441,450 O B-Material +rules 451,456 O I-Material +of 457,459 O I-Material +grammar 460,467 O I-Material +has 468,471 O O +been 472,476 O O +included 477,485 O O +and 486,489 O O +explained 490,499 O O +. 499,500 O O + +At 501,503 O O +last 504,508 O O +we 509,511 O O +give 512,516 O O +a 517,518 O O +specific 519,527 O B-Task +application 528,539 O I-Task +of 540,542 O I-Task +security 543,551 O I-Task +investigation 552,565 O I-Task +procedure 566,575 O I-Task +ontology 576,584 O I-Task +and 585,588 O I-Task +reasoning 589,598 O I-Task +. 598,599 O O + + +-DOCSTART- (S221450951400031X) + +This 0,4 O O +phase 5,10 O O +was 11,14 O O +completed 15,24 O O +in 25,27 O O +2005 28,32 O O +. 32,33 O O + +Previous 34,42 O O +contracts 43,52 O O +had 53,56 O O +been 57,61 O O +procured 62,70 O O +with 71,75 O O +the 76,79 O O +contractor 80,90 O O +providing 91,100 O O +the 101,104 O O +detailed 105,113 O B-Material +design 114,120 O I-Material +. 120,121 O O + +For 122,125 O O +this 126,130 O O +system 131,137 O O +the 138,141 O O +design 142,148 O O +was 149,152 O O +undertaken 153,163 O O +by 164,166 O O +Mott 167,171 O O +MacDonald 172,181 O O +. 181,182 O O + +It 183,185 O O +was 186,189 O O +developed 190,199 O O +by 200,202 O O +looking 203,210 O B-Process +at 211,213 O I-Process +the 214,217 O I-Process +systems 218,225 O I-Process +installed 226,235 O I-Process +previously 236,246 O I-Process +and 247,250 O I-Process +calculating 251,262 O I-Process +what 263,267 O O +was 268,271 O O +actually 272,280 O O +required 281,289 O O +to 290,292 O O +achieve 293,300 O O +cathodic 301,309 O B-Task +protection 310,320 O I-Task +of 321,323 O I-Task +the 324,327 O I-Task +piers 328,333 O I-Task +. 333,334 O O + +This 335,339 O O +resulted 340,348 O O +in 349,351 O O +a 352,353 O O +significant 354,365 O B-Process +reduction 366,375 O I-Process +in 376,378 O I-Process +the 379,382 O I-Process +number 383,389 O I-Process +of 390,392 O I-Process +zones 393,398 O I-Process +and 399,402 O I-Process +monitoring 403,413 O I-Process +probes 414,420 O I-Process +. 420,421 O O + +The 422,425 O O +varying 426,433 O B-Process +amounts 434,441 O I-Process +of 442,444 O I-Process +steelwork 445,454 O I-Process +in 455,457 O O +the 458,461 O O +beams 462,467 O O +had 468,471 O O +previously 472,482 O O +lead 483,487 O O +to 488,490 O O +up 491,493 O O +to 494,496 O O +5 497,498 O O +zones 499,504 O O +per 505,508 O O +beam 509,513 O O +, 513,514 O O +with 515,519 O O +multiple 520,528 O B-Process +layers 529,535 O I-Process +of 536,538 O I-Process +mesh 539,543 O I-Process +to 544,546 O O +achieve 547,554 O O +the 555,558 O O +design 559,565 O O +current 566,573 O O +density 574,581 O O +. 581,582 O O + +On 583,585 O O +review 586,592 O O +of 593,595 O O +the 596,599 O O +data 600,604 O B-Material +the 605,608 O O +operating 609,618 O O +current 619,626 O O +density 627,634 O O +was 635,638 O O +similar 639,646 O O +in 647,649 O O +all 650,653 O O +zones 654,659 O O +and 660,663 O O +so 664,666 O O +this 667,671 O O +was 672,675 O O +reduced 676,683 O O +to 684,686 O O +a 687,688 O O +single 689,695 O O +zone 696,700 O O +per 701,704 O O +beam 705,709 O O +. 709,710 O O + +The 711,714 O O +encapsulation 715,728 O B-Process +was 729,732 O O +susceptible 733,744 O O +to 745,747 O O +ASR 748,751 O B-Process +and 752,755 O O +contained 756,765 O O +post 766,770 O O +tensioning 771,781 O O + +and 782,785 O O +so 786,788 O O +it 789,791 O O +was 792,795 O O +decided 796,803 O O +to 804,806 O O +use 807,810 O O +a 811,812 O O +galvanic 813,821 O B-Material +system 822,828 O I-Material +based 829,834 O O +on 835,837 O O +Galvashield 838,849 O B-Material +CC 850,852 O I-Material +anodes 853,859 O I-Material +from 860,864 O O +Fosroc 865,871 O O +. 871,872 O O + +Our 873,876 O O +design 877,883 O O +did 884,887 O O +not 888,891 O O +include 892,899 O O +an 900,902 O O +option 903,909 O O +to 910,912 O O +allow 913,918 O O +depolarization 919,933 O B-Task +of 934,936 O I-Task +the 937,940 O I-Task +galvanic 941,949 O I-Task +system 950,956 O I-Task +, 956,957 O O +but 958,961 O O +the 962,965 O O +contractor 966,976 O O +supplied 977,985 O O +one 986,989 O O +, 989,990 O O +such 991,995 O O +that 996,1000 O O +the 1001,1004 O O +anodes 1005,1011 O O +could 1012,1017 O O +be 1018,1020 O O +remotely 1021,1029 O O +disconnected 1030,1042 O O +. 1042,1043 O O + +The 1044,1047 O O +control 1048,1055 O O +unit 1056,1060 O O +was 1061,1064 O O +from 1065,1069 O O +Electrotech 1070,1081 O O +CP 1082,1084 O O +and 1085,1088 O O +operated 1089,1097 O O +via 1098,1101 O O +a 1102,1103 O O +broadband 1104,1113 O B-Process +connection 1114,1124 O I-Process +provided 1125,1133 O O +by 1134,1136 O O +the 1137,1140 O O +contractor 1141,1151 O O +. 1151,1152 O O + + +-DOCSTART- (S221450951530005X) + +An 0,2 O O +innovative 3,13 O O +sound 14,19 O B-Material +wall 20,24 O I-Material +system 25,31 O I-Material +was 32,35 O O +developed 36,45 O O +in 46,48 O O +the 49,52 O O +University 53,63 O O +of 64,66 O O +Western 67,74 O O +Ontario 75,82 O O +, 82,83 O O +and 84,87 O O +was 88,91 O O +examined 92,100 O O +to 101,103 O O +serve 104,109 O O +as 110,112 O O +a 113,114 O O +vertical 115,123 O O +extension 124,133 O O +to 134,136 O O +the 137,140 O O +existing 141,149 O B-Material +sound 150,155 O I-Material +walls 156,161 O I-Material +. 161,162 O O + +The 163,166 O O +wall 167,171 O B-Material +system 172,178 O I-Material +( 179,180 O O +denoted 180,187 O O +as 188,190 O O +flexi 191,196 O B-Material +- 196,197 O I-Material +wall 197,201 O I-Material +) 201,202 O O +consists 203,211 O O +of 212,214 O O +stay 215,219 O B-Material +- 219,220 O I-Material +in 220,222 O I-Material +- 222,223 O I-Material +place 223,228 O I-Material +poly 229,233 O I-Material +- 233,234 O I-Material +blocks 234,240 O I-Material +as 241,243 O O +formwork 244,252 O O +, 252,253 O O +light 254,259 O B-Material +polyurethane 260,272 O I-Material +foam 273,277 O I-Material +( 278,279 O O +LPF 279,282 O B-Material +) 282,283 O O +reinforced 284,294 O O +with 295,299 O O +steel 300,305 O B-Material +rebars 306,312 O I-Material +as 313,315 O O +structural 316,326 O B-Material +cores 327,332 O I-Material +and 333,336 O O +polyurea 337,345 O B-Material +as 346,348 O O +a 349,350 O O +coating 351,358 O B-Process +of 359,361 O O +the 362,365 O O +wall 366,370 O B-Material +surfaces 371,379 O I-Material +( 380,381 O O +Fig 381,384 O O +. 384,385 O O + +1 386,387 O O +) 387,388 O O +. 388,389 O O + +Poly 390,394 O B-Material +- 394,395 O I-Material +blocks 395,401 O I-Material +are 402,405 O O +interlocking 406,418 O B-Material +light 419,424 O I-Material +- 424,425 O I-Material +weight 425,431 O I-Material +blocks 432,438 O I-Material +which 439,444 O O +are 445,448 O O +stacked 449,456 O O +up 457,459 O O +layer 460,465 O O +by 466,468 O O +layer 469,474 O O +and 475,478 O O +act 479,482 O O +as 483,485 O O +formwork 486,494 O O +for 495,498 O O +the 499,502 O O +LPF 503,506 O B-Material +cores 507,512 O I-Material +. 512,513 O O + +The 514,517 O O +poly 518,522 O B-Material +- 522,523 O I-Material +block 523,528 O I-Material +is 529,531 O O +20×20×80cm3 532,543 O O +and 544,547 O O +includes 548,556 O O +four 557,561 O O +cylindrical 562,573 O B-Material +voids 574,579 O I-Material +with 580,584 O O +14 585,587 O O +cm 587,589 O O +diameter 590,598 O O +. 598,599 O O + +It 600,602 O O +is 603,605 O O +made 606,610 O O +of 611,613 O O +molded 614,620 O B-Material +low 621,624 O I-Material +- 624,625 O I-Material +density 625,632 O I-Material +polyurethane 633,645 O I-Material +and 646,649 O O +weighs 650,656 O O +approximately 657,670 O O +1 671,672 O O +kg 672,674 O O +. 674,675 O O + +The 676,679 O O +poly 680,684 O B-Material +- 684,685 O I-Material +blocks 685,691 O I-Material +are 692,695 O O +fire 696,700 O B-Material +- 700,701 O I-Material +resistant 701,710 O I-Material +blocks 711,717 O I-Material +and 718,721 O O +have 722,726 O O +an 727,729 O O +excellent 730,739 O O +capability 740,750 O O +to 751,753 O O +absorb 754,760 O B-Process +, 760,761 O O +mitigate 762,770 O B-Process +and 771,774 O O +reflect 775,782 O B-Process +a 783,784 O O +wide 785,789 O O +range 790,795 O O +of 796,798 O O +noises 799,805 O O +with 806,810 O O +unmatched 811,820 O O +frequency 821,830 O O +of 831,833 O O +reflective 834,844 O O +noise 845,850 O O +. 850,851 O O + +Polyurea 852,860 O B-Material +coating 861,868 O I-Material +is 869,871 O O +an 872,874 O O +abrasion 875,883 O B-Material +- 883,884 O I-Material +resistant 884,893 O I-Material +finishing 894,903 O I-Material +layer 904,909 O I-Material +, 909,910 O O +which 911,916 O O +is 917,919 O O +sprayed 920,927 O B-Process +on 928,930 O O +the 931,934 O O +surfaces 935,943 O B-Material +of 944,946 O I-Material +the 947,950 O I-Material +wall 951,955 O I-Material +and 956,959 O O +sets 960,964 O O +within 965,971 O O +2–3min 972,978 O O +. 978,979 O O + +This 980,984 O O +layer 985,990 O B-Material +also 991,995 O O +enhances 996,1004 O B-Process +the 1005,1008 O I-Process +surface 1009,1016 O I-Process +resistance 1017,1027 O I-Process +of 1028,1030 O O +poly 1031,1035 O B-Material +- 1035,1036 O I-Material +blocks 1036,1042 O I-Material +against 1043,1050 O O +stone 1051,1056 O B-Process +impact 1057,1063 O I-Process +, 1063,1064 O O +weathering 1065,1075 O B-Process +, 1075,1076 O O +fire 1077,1081 O B-Process +development 1082,1093 O I-Process +, 1093,1094 O O +chemicals 1095,1104 O B-Material +and 1105,1108 O O +penetration 1109,1120 O B-Process +. 1120,1121 O O + +LPF 1122,1125 O B-Material +is 1126,1128 O O +an 1129,1131 O O +expanding 1132,1141 O B-Material +liquid 1142,1148 O I-Material +mixture 1149,1156 O I-Material +which 1157,1162 O O +is 1163,1165 O O +injected 1166,1174 O O +into 1175,1179 O O +the 1180,1183 O O +poly 1184,1188 O B-Material +- 1188,1189 O I-Material +block 1189,1194 O I-Material +voids 1195,1200 O I-Material +and 1201,1204 O O +cures 1205,1210 O B-Material +within 1211,1217 O O +10min 1218,1223 O O +. 1223,1224 O O + +Steel 1225,1230 O B-Material +rebars 1231,1237 O I-Material +are 1238,1241 O O +epoxied 1242,1249 O O +into 1250,1254 O O +holes 1255,1260 O B-Material +drilled 1261,1268 O O +in 1269,1271 O O +the 1272,1275 O O +existing 1276,1284 O B-Material +sound 1285,1290 O I-Material +wall 1291,1295 O I-Material +to 1296,1298 O O +connect 1299,1306 O O +the 1307,1310 O O +wall 1311,1315 O B-Material +extension 1316,1325 O I-Material +to 1326,1328 O O +its 1329,1332 O O +base 1333,1337 O B-Material +. 1337,1338 O O + + +-DOCSTART- (S2214509515300103) + +Another 0,7 O O +important 8,17 O O +reason 18,24 O O +for 25,28 O O +the 29,32 O O +damages 33,40 O O +incurred 41,49 O O +by 50,52 O O +the 53,56 O O +RC 57,59 O O +buildings 60,69 O O +is 70,72 O O +workmanship 73,84 O B-Process +defects 85,92 O I-Process +. 92,93 O O + +It 94,96 O O +is 97,99 O O +understood 100,110 O O +that 111,115 O O +granulometry 116,128 O B-Process +of 129,131 O I-Process +the 132,135 O I-Process +handmade 136,144 O I-Process +concretes 145,154 O I-Process +was 155,158 O O +not 159,162 O O +in 163,165 O O +compliance 166,176 O O +with 177,181 O O +the 182,185 O O +standards 186,195 O O +since 196,201 O O +the 202,205 O O +aggregate 206,215 O O +utilized 216,224 O O +in 225,227 O O +them 228,232 O O +was 233,236 O O +not 237,240 O O +sieved 241,247 O O +. 247,248 O O + +Also 249,253 O O +the 254,257 O O +compaction 258,268 O B-Process +process 269,276 O I-Process +was 277,280 O O +not 281,284 O O +properly 285,293 O O +implemented 294,305 O O +in 306,308 O O +general 309,316 O O +in 317,319 O O +the 320,323 O O +installment 324,335 O B-Process +of 336,338 O I-Process +concrete 339,347 O I-Process +in 348,350 O O +RC 351,353 O O +buildings 354,363 O O +. 363,364 O O + +This 365,369 O O +situation 370,379 O O +resulted 380,388 O O +in 389,391 O O +the 392,395 O O +concrete 396,404 O B-Material +to 405,407 O O +exhibit 408,415 O O +an 416,418 O O +excessively 419,430 O O +porous 431,437 O O +structure 438,447 O O +. 447,448 O O + +The 449,452 O O +most 453,457 O O +fundamental 458,469 O O +rules 470,475 O O +of 476,478 O O +thumb 479,484 O O +of 485,487 O O +construction 488,500 O O +, 500,501 O O +namely 502,508 O O +concrete 509,517 O B-Material +cover 518,523 O I-Material +, 523,524 O O +was 525,528 O O +not 529,532 O O +taken 533,538 O O +care 539,543 O O +of 544,546 O O +in 547,549 O O +formwork 550,558 O O +workmanship 559,570 O O +. 570,571 O O + +Faults 572,578 O B-Process +in 579,581 O I-Process +the 582,585 O I-Process +connections 586,597 O I-Process +of 598,600 O I-Process +stirrups 601,609 O I-Process +to 610,612 O O +the 613,616 O O +longitudinal 617,629 O O +bars 630,634 O O +, 634,635 O O +unstaggered 636,647 O B-Process +formation 648,657 O I-Process +of 658,660 O I-Process +stirrup 661,668 O I-Process +hooks 669,674 O B-Material +in 675,677 O O +beams 678,683 O B-Material +and 684,687 O O +columns 688,695 O B-Material +, 695,696 O O +the 697,700 O O +perpendicular 701,714 O B-Process +angles 715,721 O I-Process +of 722,724 O O +the 725,728 O O +hooks 729,734 O B-Material +, 734,735 O O +inadequately 736,748 O B-Process +anchorage 749,758 O I-Process +lengths 759,766 O I-Process +of 767,769 O O +the 770,773 O O +stirrup 774,781 O B-Material +hooks 782,787 O I-Material +and 788,791 O O +longitudinal 792,804 O B-Material +bars 805,809 O I-Material +, 809,810 O O +and 811,814 O O +the 815,818 O O +use 819,822 O B-Process +of 823,825 O I-Process +cold 826,830 O I-Process +joints 831,837 O I-Process +were 838,842 O O +the 843,846 O O +other 847,852 O O +frequently 853,863 O O +encountered 864,875 O O +workmanship 876,887 O B-Process +defects 888,895 O I-Process +( 896,897 O O +Figs 897,901 O O +. 901,902 O O + +19–22 903,908 O O +) 908,909 O O +. 909,910 O O + + +-DOCSTART- (S2214657115000052) + +The 0,3 O O +exponential 4,15 O B-Process +relationships 16,29 O I-Process +reported 30,38 O O +in 39,41 O O +the 42,45 O O +plots 46,51 O O +may 52,55 O O +be 56,58 O O +used 59,63 O O +to 64,66 O O +convert 67,74 O B-Task +the 75,78 O I-Task +dielectric 79,89 O I-Task +values 90,96 O I-Task +to 97,99 O I-Task +air 100,103 O I-Task +void 104,108 O I-Task +values 109,115 O I-Task +as 116,118 O O +prescribed 119,129 O O +in 130,132 O O +previous 133,141 O O +studies 142,149 O O +[ 150,151 O O +1–3 151,154 O O +] 154,155 O O +. 155,156 O O + +The 157,160 O O +AC 161,163 O B-Process +pavement 164,172 O I-Process +composite 173,182 O I-Process +permittivity 183,195 O I-Process +reduces 196,203 O O +, 203,204 O O +along 205,210 O O +with 211,215 O O +the 216,219 O O +reflection 220,230 O O +coefficient 231,242 O O +, 242,243 O O +as 244,246 O O +the 247,250 O O +volumetric 251,261 O B-Process +proportion 262,272 O I-Process +of 273,275 O I-Process +air 276,279 O I-Process +increases 280,289 O O +as 290,292 O O +compared 293,301 O O +to 302,304 O O +the 305,308 O O +remaining 309,318 O O +components 319,329 O O +. 329,330 O O + +However 331,338 O O +, 338,339 O O +the 340,343 O O +method 344,350 O O +relies 351,357 O O +on 358,360 O O +an 361,363 O O +empirical 364,373 O O +fit 374,377 O O +, 377,378 O O +determined 379,389 O O +on 390,392 O O +a 393,394 O O +case 395,399 O O +- 399,400 O O +by 400,402 O O +- 402,403 O O +case 403,407 O O +basis 408,413 O O +, 413,414 O O +since 415,420 O O +the 421,424 O O +permittivity 425,437 O O +of 438,440 O O +the 441,444 O O +remaining 445,454 O O +components 455,465 O O +depends 466,473 O O +on 474,476 O O +the 477,480 O O +mix 481,484 O B-Material +design 485,491 O I-Material +( 492,493 O O +aggregate 493,502 O O +type 503,507 O O +, 507,508 O O +binder 509,515 O O +content 516,523 O O +, 523,524 O O +etc 525,528 O O +. 528,529 O O +) 529,530 O O +. 530,531 O O + +Long 532,536 O B-Process +term 537,541 O I-Process +studies 542,549 O I-Process +in 550,552 O I-Process +Finland 553,560 O I-Process +concluded 561,570 O O +that 571,575 O O +this 576,580 O O +empirical 581,590 O O +fit 591,594 O O +is 595,597 O O +an 598,600 O O +exponential 601,612 O B-Task +relationship 613,625 O I-Task +[ 626,627 O O +1 627,628 O O +] 628,629 O O +. 629,630 O O + +The 631,634 O O +exponential 635,646 O O +fits 647,651 O O +, 651,652 O O +using 653,658 O O +a 659,660 O O +sufficient 661,671 O B-Process +amount 672,678 O I-Process +of 679,681 O I-Process +cores 682,687 O I-Process +, 687,688 O O +can 689,692 O O +be 693,695 O O +used 696,700 O O +to 701,703 O O +map 704,707 O B-Task +the 708,711 O I-Task +air 712,715 O I-Task +void 716,720 O I-Task +content 721,728 O I-Task +variation 729,738 O I-Task +in 739,741 O O +a 742,743 O O +similar 744,751 O O +manner 752,758 O O +to 759,761 O O +the 762,765 O O +dielectric 766,776 O B-Material +maps 777,781 O I-Material +shown 782,787 O O +in 788,790 O O +Fig 791,794 O O +. 794,795 O O + +4 796,797 O O +. 797,798 O O + +Only 799,803 O O +4 804,805 O O +cores 806,811 O O +were 812,816 O O +feasible 817,825 O O +due 826,829 O O +to 830,832 O O +various 833,840 O O +factors 841,848 O O +involved 849,857 O O +with 858,862 O O +testing 863,870 O B-Task +the 871,874 O I-Task +final 875,880 O I-Task +lift 881,885 O I-Task +of 886,888 O O +an 889,891 O O +in 892,894 O O +- 894,895 O O +service 895,902 O O +pavement 903,911 O O +. 911,912 O O + +More 913,917 O O +cores 918,923 O O +are 924,927 O O +needed 928,934 O O +for 935,938 O O +more 939,943 O B-Task +stable 944,950 O I-Task +exponential 951,962 O I-Task +coefficients 963,975 O I-Task +, 975,976 O O +although 977,985 O O +the 986,989 O O +limited 990,997 O O +cores 998,1003 O O +show 1004,1008 O O +that 1009,1013 O O +the 1014,1017 O O +predicted 1018,1027 O B-Process +relationships 1028,1041 O I-Process +are 1042,1045 O O +similar 1046,1053 O O +for 1054,1057 O O +the 1058,1061 O O +measured 1062,1070 O B-Process +dielectric 1071,1081 O I-Process +range 1082,1087 O I-Process +in 1088,1090 O O +this 1091,1095 O O +case 1096,1100 O O +- 1100,1101 O O +study 1101,1106 O O +. 1106,1107 O O + +Since 1108,1113 O O +both 1114,1118 O O +regressions 1119,1130 O B-Process +predict 1131,1138 O O +air 1139,1142 O B-Task +void 1143,1147 O I-Task +content 1148,1155 O I-Task +at 1156,1158 O O +a 1159,1160 O O +maximum 1161,1168 O O +difference 1169,1179 O O +of 1180,1182 O O +0.56 1183,1187 O O +% 1187,1188 O O +, 1188,1189 O O +which 1190,1195 O O +is 1196,1198 O O +within 1199,1205 O O +the 1206,1209 O O +uncertainty 1210,1221 O O +of 1222,1224 O O +the 1225,1228 O O +core 1229,1233 O B-Process +measurement 1234,1245 O I-Process +precision 1246,1255 O I-Process +of 1256,1258 O O +0.7 1259,1262 O O +% 1262,1263 O O +, 1263,1264 O O +use 1265,1268 O O +of 1269,1271 O O +either 1272,1278 O O +the 1279,1282 O O +initial 1283,1290 O B-Process +or 1291,1293 O I-Process +repeat 1294,1300 O I-Process +run 1301,1304 O I-Process +regression 1305,1315 O I-Process +predictions 1316,1327 O I-Process +are 1328,1331 O O +appropriate 1332,1343 O O +. 1343,1344 O O + + +-DOCSTART- (S2214657115000155) + +MicroCT 0,7 O B-Process +has 8,11 O O +been 12,16 O O +applied 17,24 O O +to 25,27 O O +AM 28,30 O B-Material +parts 31,36 O I-Material +in 37,39 O O +various 40,47 O O +forms 48,53 O O +. 53,54 O O + +Some 55,59 O O +preliminary 60,71 O B-Material +results 72,79 O I-Material +demonstrating 80,93 O O +the 94,97 O O +visualization 98,111 O B-Task +of 112,114 O I-Task +defects 115,122 O I-Task +including 123,132 O O +porosity 133,141 O B-Process +in 142,144 O I-Process +AM 145,147 O I-Process +components 148,158 O I-Process +were 159,163 O O +reported 164,172 O O +in 173,175 O O +[ 176,177 O O +6 177,178 O O +] 178,179 O O +. 179,180 O O + +In 181,183 O O +another 184,191 O O +study 192,197 O O +, 197,198 O O +the 199,202 O O +porosity 203,211 O B-Task +structures 212,222 O I-Task +in 223,225 O I-Task +parts 226,231 O I-Task +built 232,237 O O +with 238,242 O O +improper 243,251 O O +settings 252,260 O O +were 261,265 O O +investigated 266,278 O O +[ 279,280 O O +7 280,281 O O +] 281,282 O O +. 282,283 O O + +In 284,286 O O +this 287,291 O O +work 292,296 O O +, 296,297 O O +the 298,301 O O +average 302,309 O B-Process +porosity 310,318 O I-Process +ranged 319,325 O O +from 326,330 O O +0.1–0.5 331,338 O O +% 338,339 O O +, 339,340 O O +and 341,344 O O +large 345,350 O O +pores 351,356 O O +were 357,361 O O +observed 362,370 O O +which 371,376 O O +followed 377,385 O O +the 386,389 O O +build 390,395 O B-Process +direction 396,405 O I-Process +and 406,409 O O +may 410,413 O O +be 414,416 O O +attributed 417,427 O O +to 428,430 O O +the 431,434 O O +electron 435,443 O B-Process +beam 444,448 O I-Process +raster 449,455 O I-Process +and 456,459 O I-Process +overlap 460,467 O I-Process +pattern 468,475 O I-Process +. 475,476 O I-Process + +This 477,481 O O +was 482,485 O O +followed 486,494 O O +by 495,497 O O +more 498,502 O O +recent 503,509 O B-Material +reports 510,517 O I-Material +of 518,520 O O +the 521,524 O O +porosity 525,533 O B-Task +distribution 534,546 O I-Task +as 547,549 O O +a 550,551 O O +function 552,560 O O +of 561,563 O O +build 564,569 O O +strategy 570,578 O O +for 579,582 O O +electron 583,591 O B-Material +beam 592,596 O I-Material +melted 597,603 O I-Material +samples 604,611 O I-Material +with 612,616 O O +average 617,624 O O +porosity 625,633 O O +< 634,635 O O +0.2 636,639 O O +% 639,640 O O +[ 641,642 O O +8 642,643 O O +] 643,644 O O +. 644,645 O O + +In 646,648 O O +another 649,656 O O +study 657,662 O O +, 662,663 O O +similar 664,671 O O +porosity 672,680 O B-Material +images 681,687 O I-Material +from 688,692 O O +microCT 693,700 O B-Material +were 701,705 O O +reported 706,714 O O +at 715,717 O O +levels 718,724 O O +above 725,730 O O +0.2 731,734 O O +% 734,735 O O +average 736,743 O O +porosity 744,752 O O +[ 753,754 O O +9,10 754,758 O O +] 758,759 O O +. 759,760 O O + +Very 761,765 O O +recent 766,772 O O +work 773,777 O O +reports 778,785 O O +similar 786,793 O O +images 794,800 O O +and 801,804 O O +may 805,808 O O +indicate 809,817 O O +that 818,822 O O +the 823,826 O O +porosity 827,835 O O +structure 836,845 O O +depends 846,853 O O +on 854,856 O O +the 857,860 O O +build 861,866 O O +direction 867,876 O O +[ 877,878 O O +11 878,880 O O +] 880,881 O O +. 881,882 O O + +Other 883,888 O O +applications 889,901 O O +of 902,904 O O +the 905,908 O O +use 909,912 O O +of 913,915 O O +microCT 916,923 O B-Material +to 924,926 O O +characterize 927,939 O B-Task +AM 940,942 O I-Task +parts 943,948 O I-Task +include 949,956 O O +the 957,960 O O +comparison 961,971 O B-Process +of 972,974 O I-Process +the 975,978 O I-Process +part 979,983 O I-Process +to 984,986 O I-Process +its 987,990 O I-Process +design 991,997 O I-Process +model 998,1003 O I-Process +[ 1004,1005 O O +12 1005,1007 O O +] 1007,1008 O O +and 1009,1012 O O +the 1013,1016 O O +characterization 1017,1033 O B-Process +of 1034,1036 O I-Process +surface 1037,1044 O I-Process +roughness 1045,1054 O I-Process +of 1055,1057 O O +such 1058,1062 O O +parts 1063,1068 O O +[ 1069,1070 O O +13 1070,1072 O O +] 1072,1073 O O +. 1073,1074 O O + +In 1075,1077 O O +the 1078,1081 O O +present 1082,1089 O O +work 1090,1094 O O +, 1094,1095 O O +the 1096,1099 O O +aim 1100,1103 O O +is 1104,1106 O O +to 1107,1109 O O +demonstrate 1110,1121 O B-Task +a 1122,1123 O I-Task +specific 1124,1132 O I-Task +type 1133,1137 O I-Task +of 1138,1140 O I-Task +defect 1141,1147 O I-Task +present 1148,1155 O O +at 1156,1158 O O +very 1159,1163 O B-Process +low 1164,1167 O I-Process +average 1168,1175 O I-Process +porosity 1176,1184 O I-Process +levels 1185,1191 O I-Process +below 1192,1197 O O +0.01 1198,1202 O O +% 1202,1203 O O +, 1203,1204 O O +and 1205,1208 O O +which 1209,1214 O O +does 1215,1219 O O +not 1220,1223 O B-Process +follow 1224,1230 O I-Process +the 1231,1234 O I-Process +build 1235,1240 O I-Process +direction 1241,1250 O I-Process +as 1251,1253 O O +in 1254,1256 O O +some 1257,1261 O O +other 1262,1267 O O +reported 1268,1276 O O +examples 1277,1285 O O +. 1285,1286 O O + +We 1287,1289 O O +also 1290,1294 O O +demonstrate 1295,1306 O O +how 1307,1310 O O +this 1311,1315 O O +porosity 1316,1324 O B-Task +structure 1325,1334 O I-Task +changes 1335,1342 O I-Task +after 1343,1348 O O +Hot 1349,1352 O B-Process +Isostatic 1353,1362 O I-Process +Pressing 1363,1371 O I-Process +( 1372,1373 O O +HIP 1373,1376 O B-Process +) 1376,1377 O O +treatment 1378,1387 O O +of 1388,1390 O O +the 1391,1394 O O +same 1395,1399 O O +sample 1400,1406 O O +. 1406,1407 O O + + +-DOCSTART- (S2214657115000179) + +Aeroengine 0,10 O B-Task +turbine 11,18 O I-Task +disks 19,24 O I-Task +often 25,30 O O +consist 31,38 O O +of 39,41 O O +paramagnetic 42,54 O B-Material +, 54,55 O O +that 56,60 O O +means 61,66 O O +non 67,70 O B-Material +- 70,71 O I-Material +ferromagnetic 71,84 O I-Material +Nickel 85,91 O I-Material +based 92,97 O I-Material +alloys 98,104 O I-Material +. 104,105 O O + +Sometimes 106,115 O O +, 115,116 O O +parasitic 117,126 O B-Material +small 127,132 O I-Material +ferromagnetic 133,146 O I-Material +particles 147,156 O I-Material +can 157,160 O O +be 161,163 O O +included 164,172 O O +in 173,175 O O +these 176,181 O O +disks 182,187 O O +that 188,192 O O +may 193,196 O O +decrease 197,205 O B-Task +the 206,209 O I-Task +mechanical 210,220 O I-Task +stability 221,230 O I-Task +. 230,231 O O + +For 232,235 O O +this 236,240 O O +reason 241,247 O O +, 247,248 O O +in 249,251 O O +case 252,256 O O +of 257,259 O O +a 260,261 O O +suspicion 262,271 O O +disks 272,277 O O +are 278,281 O O +to 282,284 O O +be 285,287 O O +analysed 288,296 O O +with 297,301 O O +respect 302,309 O O +to 310,312 O O +ferromagnetic 313,326 O B-Process +inclusions 327,337 O I-Process +. 337,338 O O + +These 339,344 O O +inclusions 345,355 O O +generate 356,364 O O +a 365,366 O O +magnetic 367,375 O B-Task +density 376,383 O I-Task +which 384,389 O O +can 390,393 O O +be 394,396 O O +measured 397,405 O O +by 406,408 O O +a 409,410 O O +flux 411,415 O B-Material +gate 416,420 O I-Material +magnetometer 421,433 O I-Material +using 434,439 O O +the 440,443 O O +magnetic 444,452 O B-Process +remanence 453,462 O I-Process +method 463,469 O I-Process +[ 470,471 O O +1 471,472 O O +] 472,473 O O +. 473,474 O O + +The 475,478 O O +detection 479,488 O B-Process +principle 489,498 O I-Process +of 499,501 O I-Process +ferromagnetic 502,515 O I-Process +impurities 516,526 O I-Process +in 527,529 O O +non 530,533 O O +- 533,534 O O +magnetic 534,542 O O +metallic 543,551 O O +materials 552,561 O O +is 562,564 O O +based 565,570 O O +on 571,573 O O +their 574,579 O O +remanence 580,589 O O +. 589,590 O O + +Before 591,597 O O +such 598,602 O O +a 603,604 O O +measurement 605,616 O B-Task +can 617,620 O O +be 621,623 O O +carried 624,631 O O +out 632,635 O O +, 635,636 O O +the 637,640 O O +aeroengine 641,651 O O +turbine 652,659 O O +disks 660,665 O O +are 666,669 O O +premagnetised 670,683 O B-Process +in 684,686 O O +axial 687,692 O O +direction 693,702 O O +. 702,703 O O + +As 704,706 O O +ferromagnetic 707,720 O O +materials 721,730 O O +show 731,735 O O +the 736,739 O O +well 740,744 O O +- 744,745 O O +known 745,750 O O +hysteresis 751,761 O B-Process +behaviour 762,771 O I-Process +, 771,772 O O +those 773,778 O O +materials 779,788 O O +can 789,792 O O +be 793,795 O O +magnetised 796,806 O O +by 807,809 O O +a 810,811 O O +strong 812,818 O B-Process +magnetic 819,827 O I-Process +field 828,833 O I-Process +which 834,839 O O +drives 840,846 O O +the 847,850 O O +magnetic 851,859 O O +material 860,868 O O +into 869,873 O O +saturation 874,884 O O +. 884,885 O O + +When 886,890 O O +removing 891,899 O B-Process +the 900,903 O I-Process +magnetic 904,912 O I-Process +field 913,918 O I-Process +, 918,919 O O +the 920,923 O O +remanence 924,933 O O +is 934,936 O O +left 937,941 O O +. 941,942 O O + +This 943,947 O O +remaining 948,957 O B-Process +flux 958,962 O I-Process +density 963,970 O I-Process +is 971,973 O O +used 974,978 O O +to 979,981 O O +detect 982,988 O O +them 989,993 O O +in 994,996 O O +non 997,1000 O O +- 1000,1001 O O +magnetic 1001,1009 O O +materials 1010,1019 O O +. 1019,1020 O O + + +-DOCSTART- (S2352179114200032) + +Although 0,8 O O +the 9,12 O O +presented 13,22 O O +model 23,28 O O +is 29,31 O O +developed 32,41 O O +and 42,45 O O +tested 46,52 O O +with 53,57 O O +a 58,59 O B-Material +- 59,60 O I-Material +C 60,61 O I-Material +: 61,62 O I-Material +H 62,63 O I-Material +layers 64,70 O I-Material +in 71,73 O O +mind 74,78 O O +, 78,79 O O +it 80,82 O O +is 83,85 O O +not 86,89 O O +necessarily 90,101 O O +limited 102,109 O O +to 110,112 O O +them 113,117 O O +. 117,118 O O + +Moreover 119,127 O O +, 127,128 O O +the 129,132 O O +only 133,137 O O +assumptions 138,149 O O +are 150,153 O O +chemical 154,162 O B-Process +reactions 163,172 O I-Process +between 173,180 O O +the 181,184 O O +gas 185,188 O B-Material +and 189,192 O O +the 193,196 O O +solid 197,202 O B-Material +forming 203,210 O I-Material +volatiles 211,220 O I-Material +, 220,221 O O +the 222,225 O O +loss 226,230 O O +of 231,233 O O +these 234,239 O O +volatiles 240,249 O O +from 250,254 O O +the 255,258 O O +material 259,267 O O +and 268,271 O O +the 272,275 O O +two 276,279 O O +stated 280,286 O O +boundary 287,295 O O +conditions 296,306 O O +of 307,309 O O +gas 310,313 O B-Process +influx 314,320 O I-Process +at 321,323 O O +a 324,325 O O +single 326,332 O B-Material +outer 333,338 O I-Material +surface 339,346 O I-Material +and 347,350 O O +the 351,354 O O +possibility 355,366 O O +of 367,369 O O +reactions 370,379 O B-Process +throughout 380,390 O O +the 391,394 O O +bulk 395,399 O O +. 399,400 O O + +Porosity 401,409 O B-Process +and 410,413 O O +significant 414,425 O O +gas 426,429 O B-Material +inventories 430,441 O I-Material +were 442,446 O O +observed 447,455 O O +not 456,459 O O +only 460,464 O O +for 465,468 O O +carbon 469,475 O B-Material +[ 476,477 O O +12 477,479 O O +] 479,480 O O +but 481,484 O O +, 484,485 O O +e.g. 486,490 O O +also 491,495 O O +for 496,499 O O +beryllium 500,509 O B-Material +co 510,512 O I-Material +- 512,513 O I-Material +deposits 513,521 O I-Material +[ 522,523 O O +25 523,525 O O +] 525,526 O O +and 527,530 O O +can 531,534 O O +be 535,537 O O +expected 538,546 O O +for 547,550 O O +other 551,556 O O +co 557,559 O O +- 559,560 O O +deposits 560,568 O O +formed 569,575 O O +in 576,578 O O +plasma 579,585 O B-Material +devices 586,593 O I-Material +[ 594,595 O O +1 595,596 O O +] 596,597 O O +. 597,598 O O + +Thus 599,603 O O +, 603,604 O O +TCR 605,608 O B-Material +and 609,612 O O +its 613,616 O O +description 617,628 O O +by 629,631 O O +the 632,635 O O +presented 636,645 O O +model 646,651 O O +may 652,655 O O +be 656,658 O O +applicable 659,669 O O +to 670,672 O O +all 673,676 O O +deposits 677,685 O O +. 685,686 O O + +If 687,689 O O +a 690,691 O O +layer 692,697 O O +has 698,701 O O +constituents 702,714 O B-Process +that 715,719 O I-Process +are 720,723 O I-Process +not 724,727 O I-Process +forming 728,735 O I-Process +volatiles 736,745 O I-Process +with 746,750 O I-Process +the 751,754 O I-Process +reactive 755,763 O I-Process +gas 764,767 O I-Process +, 767,768 O O +e.g. 769,773 O O +W 774,775 O B-Process +and 776,779 O I-Process +Be 780,782 O I-Process +with 783,787 O I-Process +O2 788,790 O I-Process +, 790,791 O O +these 792,797 O O +constituents 798,810 O O +can 811,814 O O +not 814,817 O O +be 818,820 O O +removed 821,828 O O +by 829,831 O O +TCR 832,835 O B-Material +, 835,836 O O +as 837,839 O O +they 840,844 O O +will 845,849 O O +not 850,853 O O +be 854,856 O O +removed 857,864 O O +from 865,869 O O +the 870,873 O O +deposit 874,881 O O +. 881,882 O O + +This 883,887 O O +can 888,891 O O +influence 892,901 O O +the 902,905 O O +removal 906,913 O O +of 914,916 O O +other 917,922 O O +deposit 923,930 O B-Material +constituents 931,943 O I-Material +and 944,947 O O +the 948,951 O O +time 952,956 O O +evolution 957,966 O O +of 967,969 O O +the 970,973 O O +process 974,981 O O +can 982,985 O O +change 986,992 O O +. 992,993 O O + +The 994,997 O O +new 998,1001 O O +understanding 1002,1015 O O +of 1016,1018 O O +TCR 1019,1022 O B-Material +may 1023,1026 O O +, 1026,1027 O O +for 1028,1031 O O +the 1032,1035 O O +first 1036,1041 O O +time 1042,1046 O O +, 1046,1047 O O +allow 1048,1053 O O +applying 1054,1062 O O +the 1063,1066 O O +method 1067,1073 O O +in 1074,1076 O O +a 1077,1078 O O +controlled 1079,1089 O O +way 1090,1093 O O +to 1094,1096 O O +nuclear 1097,1104 O B-Material +fusion 1105,1111 O I-Material +devices 1112,1119 O I-Material +, 1119,1120 O O +possibly 1121,1129 O O +solving 1130,1137 O O +the 1138,1141 O O +tritium 1142,1149 O B-Task +retention 1150,1159 O I-Task +issue 1160,1165 O I-Task +especially 1166,1176 O O +related 1177,1184 O O +to 1185,1187 O O +carbon 1188,1194 O B-Material +based 1195,1200 O I-Material +materials 1201,1210 O I-Material +. 1210,1211 O O + + +-DOCSTART- (S2352179114200056) + +Power 0,5 O B-Material +and 6,9 O I-Material +particle 10,18 O I-Material +exhaust 19,26 O I-Material +are 27,30 O O +crucial 31,38 O O +for 39,42 O O +the 43,46 O O +viability 47,56 O O +of 57,59 O O +any 60,63 O O +future 64,70 O O +fusion 71,77 O B-Material +power 78,83 O I-Material +plant 84,89 O I-Material +concept 90,97 O O +. 97,98 O O + +Heat 99,103 O O +in 104,106 O O +fusion 107,113 O B-Process +reactors 114,122 O I-Process +must 123,127 O O +be 128,130 O O +extracted 131,140 O O +through 141,148 O O +a 149,150 O O +wall 151,155 O O +and 156,159 O O +can 160,163 O O +not 163,166 O O +be 167,169 O O +exhausted 170,179 O O +volumetrically 180,194 O O +, 194,195 O O +which 196,201 O O +limits 202,208 O O +the 209,212 O O +allowed 213,220 O O +power 221,226 O O +density 227,234 O O +in 235,237 O O +fusion 238,244 O B-Process +reactors 245,253 O I-Process +[ 254,255 O O +1 255,256 O O +] 256,257 O O +and 258,261 O O +is 262,264 O O +a 265,266 O O +severe 267,273 O B-Task +technical 274,283 O I-Task +challenge 284,293 O I-Task +in 294,296 O O +itself 297,303 O O +[ 304,305 O O +2 305,306 O O +] 306,307 O O +. 307,308 O O + +In 309,311 O O +addition 312,320 O O +, 320,321 O O +structural 322,332 O B-Process +material 333,341 O I-Process +changes 342,349 O I-Process +resulting 350,359 O O +from 360,364 O O +neutron 365,372 O B-Process +irradiation 373,384 O I-Process +cause 385,390 O O +degradation 391,402 O O +in 403,405 O O +the 406,409 O O +heat 410,414 O O +exhaust 415,422 O O +capabilities 423,435 O O +of 436,438 O O +existing 439,447 O O +designs 448,455 O O +[ 456,457 O O +3 457,458 O O +] 458,459 O O +and 460,463 O O +static 464,470 O B-Process +surfaces 471,479 O I-Process +can 480,483 O O +suffer 484,490 O O +severely 491,499 O O +from 500,504 O O +erosion 505,512 O O +due 513,516 O O +to 517,519 O O +impinging 520,529 O B-Material +plasma 530,536 O I-Material +particles 537,546 O I-Material +[ 547,548 O O +4,5 548,551 O O +] 551,552 O O +. 552,553 O O + +It 554,556 O O +is 557,559 O O +concluded 560,569 O O +that 570,574 O O +conventional 575,587 O O +concepts 588,596 O O +and 597,600 O O +materials 601,610 O O +for 611,614 O O +plasma 615,621 O B-Task +facing 622,628 O I-Task +components 629,639 O I-Task +( 640,641 O O +PFCs 641,645 O B-Task +) 645,646 O O +reach 647,652 O O +their 653,658 O O +limits 659,665 O O +in 666,668 O O +terms 669,674 O O +of 675,677 O O +material 678,686 O O +lifetime 687,695 O O +and 696,699 O O +power 700,705 O O +exhaust 706,713 O O +at 714,716 O O +approximately 717,730 O O +20MW 731,735 O O +/ 735,736 O O +m2 736,738 O O +, 738,739 O O +which 740,745 O O +is 746,748 O O +presumably 749,759 O O +dramatically 760,772 O O +reduced 773,780 O O +to 781,783 O O +< 784,785 O O +10MW 785,789 O O +/ 789,790 O O +m2 790,792 O O +due 793,796 O O +to 797,799 O O +neutron 800,807 O B-Process +damage 808,814 O I-Process +in 815,817 O O +a 818,819 O O +D 820,821 O B-Material +- 821,822 O I-Material +T 822,823 O I-Material +reactor 824,831 O I-Material +[ 832,833 O O +6 833,834 O O +] 834,835 O O +or 836,838 O O +even 839,843 O O +only 844,848 O O +half 849,853 O O +that 854,858 O O +value 859,864 O O +[ 865,866 O O +7 866,867 O O +] 867,868 O O +. 868,869 O O + + diff --git a/data/rel/semeval2017/dev.txt b/data/rel/semeval2017/dev.txt new file mode 100644 index 0000000..850cce8 --- /dev/null +++ b/data/rel/semeval2017/dev.txt @@ -0,0 +1,40 @@ +{"text": "Complex Langevin (CL) dynamics [1,2] provides an approach to circumvent the sign problem in numerical simulations of lattice field theories with a complex Boltzmann weight, since it does not rely on importance sampling.", "label": "Synonym-of", "metadata": {"id": "S0003491613001516", "spans": [18, 20, 0, 16]}} +{"text": "This method leads to solution of perhaps the most known test-case that exhibits a first order phase transition (semi-heuristically described) such as the van der Waals model.", "label": "Hyponym-of", "metadata": {"id": "S0003491615001839", "spans": [335, 354, 263, 291]}} +{"text": "The Hamiltonian then simplifies to H=-\u03b3eB(S1(z)+S2(z))+|\u03b3e|\u03b1S\u21922\u00b7I\u2192, where \u03b1 is the isotropic hyperfine coupling.", "label": "Hyponym-of", "metadata": {"id": "S0009261413004612", "spans": [1570, 1571, 1579, 1607]}} +{"text": "Optical processes, including resonance energy transfer are similarly dependent on the local environment of molecular chromophores [2\u20134].", "label": "Hyponym-of", "metadata": {"id": "S0009261414000372", "spans": [300, 325, 271, 288]}} +{"text": "Such methods, mostly multi-step and time-consuming, can typically be cast in one of two distinct categories: synthetic mechanisms designed to produce a single stereoisomer, or separation techniques to isolate distinct enantiomers from a racemic mixture.", "label": "Hyponym-of", "metadata": {"id": "S0009261415001517", "spans": [441, 462, 270, 315]}} +{"text": "A model Hamiltonian exhibiting tunnelling dynamics through a multidimensional asymmetric double well potential has been used as a test by the MP/SOFT [18] and CCS methods [19] mentioned above, and also more recently by a configuration interaction (CI) expansion method [20] and two-layer version of CCS (2L-CCS).", "label": "Synonym-of", "metadata": {"id": "S0009261415008362", "spans": [336, 361, 363, 365]}} +{"text": "Based on the theoretical analysis, the value of the measuring resistor, Rm, has no effect on the corrosion process and on the estimated value of noise resistance.", "label": "Synonym-of", "metadata": {"id": "S0010938X13003818", "spans": [72, 74, 39, 70]}} +{"text": "A surfactant is a surface active agent.", "label": "Hyponym-of", "metadata": {"id": "S0010938X14002157", "spans": [18, 38, 2, 12]}} +{"text": "Regions with larger (\u0394\u03a8) indicate increased surface reactivity [11,15,18], and even a correlation between Volta potential differences measured in nominally dry air and their free corrosion potential (Ecorr) pre-determined under immersed conditions has been reported [18].", "label": "Synonym-of", "metadata": {"id": "S0010938X15003261", "spans": [1156, 1161, 1130, 1154]}} +{"text": "By applying this mapping, n-alkanes chains containing multiples of three carbon units can be represented directly: n-C6H14, n", "label": "Hyponym-of", "metadata": {"id": "S0021961415003821", "spans": [919, 926, 830, 846]}} +{"text": "A direct numerical simulation (DNS) approach is used to evaluate profiles of fluid velocities and concentrations in water, and several important turbulence statistics have been evaluated without using turbulent closures, and subgrid-scale models.", "label": "Synonym-of", "metadata": {"id": "S0021999113005652", "spans": [1410, 1413, 1381, 1408]}} +{"text": "Regardless of the details, the forced response is composed of shallow-water waves, possibly including Kelvin waves, with the largest amplitudes in waves with a natural frequency \u03c9f close to that of the forcing frequency \u03c9; various examples of this sort are given in Chapters 9 and 10 of Gill [16].", "label": "Hyponym-of", "metadata": {"id": "S0021999113005846", "spans": [442, 454, 487, 492]}} +{"text": "We finish Section 2 by reformulating our model into the phase field framework, which appears more suitable for the problem in hand, and we formulate the cell tracking problem as a PDE constrained optimisation problem.", "label": "Hyponym-of", "metadata": {"id": "S0021999115003423", "spans": [594, 615, 621, 657]}} +{"text": "The dynamics of various physical phenomena, such as the movement of pendulums, planets, or water waves can be described in a variational framework.", "label": "Hyponym-of", "metadata": {"id": "S0021999115007895", "spans": [56, 102, 24, 42]}} +{"text": "Although relatively long communication times between remote processors may hinder this process in typical parallel computers, this is not the case for GPGPU architectures.", "label": "Hyponym-of", "metadata": {"id": "S0021999115008153", "spans": [409, 428, 364, 382]}} +{"text": "R-adaptivity \u2013 mesh redistribution \u2013 involves deforming a mesh in order to vary local resolution and was first considered for atmospheric modelling more than twenty years ago by Dietachmayer and Droegemeier", "label": "Hyponym-of", "metadata": {"id": "S0021999115008372", "spans": [213, 229, 182, 201]}} +{"text": "Calumite is a powdered material, with a typical particle size distribution between limits of ca.", "label": "Hyponym-of", "metadata": {"id": "S0022311513010313", "spans": [849, 857, 863, 880]}} +{"text": "As such these materials are exposed to a large number of environmental factors that will promote degradation mechanisms such as oxidation.", "label": "Hyponym-of", "metadata": {"id": "S0022311514006722", "spans": [222, 231, 191, 213]}} +{"text": "the intended crystalline phase was the closely related titanate pyrochlore, CaUTi2O7.", "label": "Synonym-of", "metadata": {"id": "S0022311514006941", "spans": [544, 563, 565, 573]}} +{"text": "For completeness, we report two shell models with the best results given by the Catlow potential model.", "label": "Hyponym-of", "metadata": {"id": "S0022311514009271", "spans": [825, 847, 777, 789]}} +{"text": "The latter mechanism, DHC, is a sub-critical, time dependent cracking phenomenon that requires long range hydrogen diffusion for repeated local hydride growth and fracture at a hydrostatic tensile stress raiser [5,41,42].", "label": "Hyponym-of", "metadata": {"id": "S0022311515002354", "spans": [792, 795, 831, 850]}} +{"text": "During burnup, pure UO2 fuel tends to oxidize to UO2+x.", "label": "Synonym-of", "metadata": {"id": "S0022311515301653", "spans": [802, 810, 831, 836]}} +{"text": "Methane (CH4) is a precursor for carbonaceous deposits that form a sacrificial layer protecting the underlying graphite from excessive weight loss [15] and reduction in mechanical strength [16].", "label": "Synonym-of", "metadata": {"id": "S0022311515303901", "spans": [731, 738, 740, 743]}} +{"text": "An essential part of nuclear reactor analysis is the prediction of the three-dimensional space-time kinetics of neutrons in a relatively large, finite, heterogeneous, three-dimensional reactor core.", "label": "Hyponym-of", "metadata": {"id": "S0029549313003439", "spans": [53, 120, 21, 45]}} +{"text": "Methods that predict the cell temperature at maximum power point (MPP) operation offer a more realistic approach since they include the electrical energy generation of the solar cells (i.e. real operating conditions); Yandt et al.", "label": "Synonym-of", "metadata": {"id": "S0038092X15003059", "spans": [740, 759, 761, 764]}} +{"text": "They summarized this information across calibrations by computing Highest Posterior-Density (HPD) intervals, and subsequently represent the total solution uncertainty with a probability-box (p-box).", "label": "Synonym-of", "metadata": {"id": "S0045782514001947", "spans": [268, 293, 295, 298]}} +{"text": "Thus, surface modifications, such as doping, functionalization and improving the pore structure and specific surface area of nanocarbons, are important to enhance gas adsorption.", "label": "Hyponym-of", "metadata": {"id": "S0079642514000784", "spans": [1438, 1444, 1407, 1428]}} +{"text": "Continuum approaches, which are based on the fact that the geometrical features of the film (i.e., the nanocolumns) are much larger than the typical size of an atom [42,266,267], have been also explored.", "label": "Hyponym-of", "metadata": {"id": "S0079642515000705", "spans": [471, 482, 427, 447]}} +{"text": "The structure of the failed surface can be represented with a mathematical graph, where graph nodes represent failed faces and graph edges exist between failed faces with common triple line in the cellular structure, i.e. where two micro-cracks formed a continuous larger crack.", "label": "Hyponym-of", "metadata": {"id": "S0167844214000652", "spans": [694, 706, 734, 739]}} +{"text": "These materials have two components, one being a semiconducting material with diamagnetic properties while the other is a magnetic dopant such as transition metal having un-paired d electrons [2].", "label": "Hyponym-of", "metadata": {"id": "S0254058415300766", "spans": [369, 385, 345, 360]}} +{"text": "We found that for n-propyl benzene, the relative yield of C3H3+ is extremely sensitive to the phase of the laser pulse as compared to any of the other possible channels.", "label": "Hyponym-of", "metadata": {"id": "S0301010409001219", "spans": [1002, 1013, 1055, 1063]}} +{"text": "Interestingly, the very low H2 adsorption has been successfully characterised as weak binding interactions and, for the first time, we have found that the adsorbed H2 in the pore channel has a liquid type recoil motion at 5K (below its melting point) as a direct result of this weak interaction to the MOF host.", "label": "Hyponym-of", "metadata": {"id": "S0301010413004096", "spans": [1204, 1229, 1401, 1417]}} +{"text": "Several extended PES scans of Na3 and other alkali trimers followed this initial study, employing DFT [7], complete active space SCF [8], or a configuration interaction approach based on valence bond wave functions [9].", "label": "Hyponym-of", "metadata": {"id": "S0301010415002189", "spans": [275, 278, 289, 303]}} +{"text": "Alternatively to H-atom photodetachment from the intermediate radicals, the latter may serve as reducing agents.", "label": "Hyponym-of", "metadata": {"id": "S0301010415300355", "spans": [49, 70, 96, 111]}} +{"text": "This is because the rough wall treatment in the soft sphere implementation adds extra virtual walls during the collision of a particle with a wall, which is a more realistic representation of a rough wall compared to the hard sphere rough wall treatment where one random wall is considered.", "label": "Hyponym-of", "metadata": {"id": "S0301932213000487", "spans": [1090, 1101, 968, 972]}} +{"text": "By appropriately choosing one of three finite difference schemes (central, forward, or backward differencing), it has been demonstrated that thin liquid ligaments can be well resolved see Xiao (2012).", "label": "Hyponym-of", "metadata": {"id": "S0301932213001985", "spans": [203, 245, 176, 201]}} +{"text": "To achieve this, large eddy simulations (LES) of a horizontal turbulent channel flow laden with five different particle shapes, incorporating the drag, lift and toque model derived in Zastawny et al.", "label": "Hyponym-of", "metadata": {"id": "S0301932214001931", "spans": [214, 236, 238, 241]}} +{"text": "[54] and expanded into a group contribution approach, SAFT-\u03b3, by Papaioannou et al.", "label": "Hyponym-of", "metadata": {"id": "S0378381215300297", "spans": [801, 807, 772, 799]}} +{"text": "Similarly, the modeling approaches used to understand and parameterize active mechanisms and phenomena over lifetime fall into the broad categories of micro-, meso- and macroscopic approaches.", "label": "Hyponym-of", "metadata": {"id": "S1359028614000989", "spans": [979, 1019, 843, 862]}} +{"text": "Nevertheless, many present experimental nuclear fusion devices (DIII-D, TCV, etc.) and new ones (JT-60SA, KSTAR, Wenderstein-7X) use carbon elements, so the removal of carbon co-deposits is still necessary for a better device operation\u2014plasma density control, dust events, etc.", "label": "Hyponym-of", "metadata": {"id": "S2352179115300041", "spans": [1044, 1047, 1012, 1034]}} diff --git a/data/rel/semeval2017/test.txt b/data/rel/semeval2017/test.txt new file mode 100644 index 0000000..b023991 --- /dev/null +++ b/data/rel/semeval2017/test.txt @@ -0,0 +1,74 @@ +{"text": "Three-dimensional digital subtraction angiographic (3D-DSA) images from diagnostic cerebral angiography were obtained at least one day prior to embolization in all patients.", "label": "Synonym-of", "metadata": {"id": "S0010482516301810", "spans": [0, 50, 52, 58]}} +{"text": "9 displays the growth of two of the main corrosion products that develop or form on the surface of Cu40Zn with time, hydrozincite (Fig.", "label": "Hyponym-of", "metadata": {"id": "S0010938X15301268", "spans": [122, 134, 46, 64]}} +{"text": "Dealloying of S phase particles, which may account for \u223c60% of the constituent particles in", "label": "Hyponym-of", "metadata": {"id": "S0010938X15301554", "spans": [1073, 1090, 1126, 1147]}} +{"text": "Measuring and analysing the hold time of the CPA pill allows the thermal boundary resistance within the pill to be assessed; the thermal boundary dictates the actual temperature of the CPA crystals in comparison to the temperature of the cold finger, which is maintained at a constant temperature by a servo control program.", "label": "Synonym-of", "metadata": {"id": "S0011227514002136", "spans": [45, 53, 104, 108]}} +{"text": "Some of the differences of technology scale may reflect shifts in transistor parameters such as transconductance/gain, threshold voltage, and threshold slope [7].", "label": "Hyponym-of", "metadata": {"id": "S0011227515000648", "spans": [889, 904, 813, 834]}} +{"text": "(1) have been taken from the measured thermal conductivity of another MSSL heat switch with the same 1.5mm square cross section, a free path length of 43cm and a RRR of 20,000; it has been observed from experiments conducted at MSSL that there is little change in the thermal performance for tungsten heat switches with a RRR between 20,000 and 32,000 (subject of a future publication) and therefore the performance of the 20,000 RRR heat switch has been assumed to be a good approximation.", "label": "Hyponym-of", "metadata": {"id": "S0011227515001216", "spans": [960, 982, 829, 851]}} +{"text": "A related class of techniques visualize grouping information over graphs using convex hulls, such as Vizster [22].", "label": "Hyponym-of", "metadata": {"id": "S002002551630384X", "spans": [1075, 1082, 1053, 1065]}} +{"text": "Due to its capacity to represent complex geometries with ease, approximations are often obtained using the finite element method (FEM) to discretise the PDEs in space on realistic cardiac geometry meshes; this results in very large (up to forty-million degrees of freedom (DOF) for human heart geometries) systems of linear equations which must be solved many thousands of times over the course of even a short simulation.", "label": "Synonym-of", "metadata": {"id": "S002199911200068X", "spans": [203, 224, 226, 229]}} +{"text": "The basis can be any suitable (scaled) univariate basis in both position and momentum, such as a Fourier basis [8] or Chebyshev polynomials [9].", "label": "Hyponym-of", "metadata": {"id": "S0021999112002847", "spans": [618, 639, 539, 555]}} +{"text": "(10), subject to the displacement constraint (9), then have saddle-point structure,(15)where E is the tangent stiffness matrix of the unconstrained pseudo-solid problem, and the two off-diagonal blocks Cxl and Clx=CxlT arise through the imposition of the displacement constraint by the Lagrange multipliers.", "label": "Hyponym-of", "metadata": {"id": "S0021999112003579", "spans": [467, 475, 435, 458]}} +{"text": "Inequality (22) indicates that the maximum-norm is the loosest among all p-norms.", "label": "Hyponym-of", "metadata": {"id": "S0021999113002945", "spans": [35, 47, 73, 80]}} +{"text": "The contact surface method for nodal-based Lagrangian cell-centered hydrodynamics (CCH) presented in this paper will use surface area weights similar in concept to those in TOODY.", "label": "Synonym-of", "metadata": {"id": "S002199911300346X", "spans": [1084, 1111, 1113, 1116]}} +{"text": "A Rosenbrock solution is one iteration of a Newton solver.", "label": "Synonym-of", "metadata": {"id": "S0021999113004555", "spans": [702, 721, 725, 757]}} +{"text": "Velocity in each bin is measured using the Cumulative Averaging Method (CAM) [24], while the stress tensor field is measured using the Irving\u2013", "label": "Synonym-of", "metadata": {"id": "S0021999113005603", "spans": [318, 345, 347, 350]}} +{"text": "An accurate and flexible modelling alternative for these cases is the direct simulation Monte Carlo method (DSMC) [2].", "label": "Synonym-of", "metadata": {"id": "S0021999113005718", "spans": [501, 537, 539, 543]}} +{"text": "The analytic test cases presented here use a coarse curvilinear mesh; for applications, meshes are typically more refined in order to capture features in the solution and so will better capture the geometry and consequently reduce this lower bound on the solution error.", "label": "Hyponym-of", "metadata": {"id": "S0021999113006955", "spans": [777, 800, 820, 826]}} +{"text": "The property of Galilean invariance (i.e., the dependence on the relative velocity) makes DPD a profile-unbiased thermostat (PUT) [6,7] by construction and thus it is an ideal thermostat for nonequilibrium molecular dynamics (NEMD) [8].", "label": "Synonym-of", "metadata": {"id": "S0021999116303291", "spans": [979, 983, 944, 977]}} +{"text": "For example, a wide variety of telechelic polymers (i.e. polymers with defined chain-ends) can be efficiently prepared using a combination of atom transfer radical polymerization (ATRP) and CuAAC.", "label": "Synonym-of", "metadata": {"id": "S0032386107010518", "spans": [531, 567, 569, 573]}} +{"text": "We investigated the dynamic viscoelasticity of end-linked PDMS elastomers containing unattached linear PDMS as functions of the size of the unattached chains (Mg) and the network mesh (Mx) (Fig.", "label": "Synonym-of", "metadata": {"id": "S0032386108009397", "spans": [1051, 1068, 1070, 1072]}} +{"text": "As a matter of fact, Dotera predicted several tiling patterns by the diagonal bond method, a new Monte Carlo Simulation [30], while Gemma and Dotera pointed out that only three regular tilings, i.e., (6.6.6), (4.8.8) and (4.6.12) are permitted for three-branched molecules proposed as the \u201ceven polygon theorem\u201d [31].", "label": "Hyponym-of", "metadata": {"id": "S0032386109001463", "spans": [949, 971, 921, 941]}} +{"text": "Therefore, production of anionic polystyrene (PS) would be of interest if the conditions required to control the polymerization could be adapted to the market and be able to compete economically with industrial radical processes.", "label": "Synonym-of", "metadata": {"id": "S0032386109003991", "spans": [710, 729, 730, 733]}} +{"text": "While lipases have been investigated for the ring-opening polymerization (ROP) of cyclic ester monomers [25,26], they have also been used for the preparation of polyesters by polycondensation reactions.", "label": "Synonym-of", "metadata": {"id": "S0032386109005357", "spans": [611, 638, 640, 643]}} +{"text": "Separation applications include efficient absorption of CO2 [25].", "label": "Hyponym-of", "metadata": {"id": "S0032386110001254", "spans": [1350, 1377, 1318, 1341]}} +{"text": "[4,6,23] it is assumed that the main transition mechanism is Auger de-excitation, and the MIES spectra have been simulated by the surface density of states (DOS) projected on the surface oxygen ions of the uppermost surface layer using a Hartree\u2013Fock method (the crystal code [24,25]) and a density functional theory (DFT) method (the cetep code [26]).", "label": "Synonym-of", "metadata": {"id": "S0039602899010493", "spans": [662, 679, 681, 684]}} +{"text": "The original data is organized in WGS84 (World Geodetic System 84)", "label": "Synonym-of", "metadata": {"id": "S0098300413002124", "spans": [931, 936, 938, 962]}} +{"text": "These workflows are expressed as directed acyclic graphs (DAGs) of tasks that exist at a conceptually higher level than their implementations as series of MapReduce jobs.", "label": "Synonym-of", "metadata": {"id": "S0098300414000259", "spans": [104, 127, 129, 133]}} +{"text": "The company achieved this by harnessing the capabilities of what we term a hybrid ERP system, combining the functionality of a traditional (formal) ERP installation with the capabilities of Enterprise Social Software (ESS).", "label": "Synonym-of", "metadata": {"id": "S0166361516300926", "spans": [832, 858, 860, 863]}} +{"text": "In vitro characterization of the cellular uptake of neoglycocomplexes using bone marrow derived dendritic cells (BMDCs) demonstrated superior ingestion of mannan-conjugates MN\u2013Ova and MN", "label": "Synonym-of", "metadata": {"id": "S0168365912007560", "spans": [393, 428, 430, 435]}} +{"text": "A surfactant, cetyltrimethylammonium bromide (CTAB; Sigma-Aldrich Corp., St. Louis, MO), with an initial concentration much less than the critical micelle concentration was added to lower the surface tension of the liquid mixture and act as the mesoporous structure-directing template.", "label": "Hyponym-of", "metadata": {"id": "S0168365913001521", "spans": [316, 346, 304, 314]}} +{"text": "The most widely used ion source in FIB instruments is a gallium (Ga) liquid metal ion source (LMIS) [1].", "label": "Synonym-of", "metadata": {"id": "S0168583X14003929", "spans": [56, 63, 65, 67]}} +{"text": "Considering the contribution of the M0 type critical point with the lowest three dimensions, its dielectric function can be calculated by Adachi's model [15,22,23]: \u03b5(\u0395)=\u03b5\u221e+{A0[2\u2212(1+\u03c70)1/2\u2212(1\u2212\u03c70)1/2]}/(EOBG2/3\u03c702).", "label": "Synonym-of", "metadata": {"id": "S0257897213003563", "spans": [518, 532, 545, 593]}} +{"text": "Functionally Graded Materials (FGMs), described in detail by Suresh and Mortensen [1], are a type of heterogeneous composite materials exhibiting gradual variation in volume fraction of their constituents from one surface of the material to the other, resulting in properties which vary continuously across the material.", "label": "Hyponym-of", "metadata": {"id": "S0263822312000657", "spans": [31, 35, 101, 134]}} +{"text": "Studies have examined the axial crushing behaviour of fibre-reinforced tubes [2], fibreglass tubes [3,4], PVC tubes [5] and carbon fibre reinforced plastic (CFRP) tubes [6].", "label": "Synonym-of", "metadata": {"id": "S0263822312001468", "spans": [1368, 1399, 1401, 1405]}} +{"text": "In addition, powder formation and plowing can be distinguished using a dimensionless parameter (Sc\u204e) and a critical parameter (Sc,critical\u204e).(3)Sc\u204e=HvRmaxKIc(4)Sc,critical\u204e=51+10\u03bcwhere", "label": "Hyponym-of", "metadata": {"id": "S0301679X14000449", "spans": [574, 592, 594, 606]}} +{"text": "While originally the cosmological constant problem [6] was related to the question why \u039b is so unnaturally small, the discovery of the important role played by \u03c1\u039b has shifted the emphasis toward the \u201ccoincidence problem\u201d, the question why \u03c1 and \u03c1\u039b happen to be of the same order of magnitude precisely at this very moment [7].", "label": "Synonym-of", "metadata": {"id": "S0370269301015222", "spans": [1166, 1185, 1201, 1287]}} +{"text": "We consider cosmological consequences of a conformal-invariant formulation of Einstein's General Relativity where instead of the scale factor of the spatial metrics in the action functional a massless scalar (dilaton) field occurs which scales all masses including the Planck mass.", "label": "Synonym-of", "metadata": {"id": "S0370269302013412", "spans": [192, 207, 209, 216]}} +{"text": "In contrast, the NA50 experiment with a heavy projectile and target (Pb+Pb) revealed essentially stronger J/\u03c8 suppression for central collisions [4\u20137].", "label": "Hyponym-of", "metadata": {"id": "S0370269302014880", "spans": [1186, 1191, 1157, 1184]}} +{"text": "In contrast, our annihilation form factor R2\u03c0(s) is C-even as discussed after (24).", "label": "Synonym-of", "metadata": {"id": "S0370269302014892", "spans": [1002, 1026, 1027, 1033]}} +{"text": "Our purpose is to investigate the quantum effects in the decays of the light CP-even Higgs boson h0, especially looking for sizeable differences with respect to the SM in the decoupling regime.", "label": "Synonym-of", "metadata": {"id": "S0370269303015478", "spans": [769, 771, 757, 768]}} +{"text": "The x\u2013t relation was precisely calculated by a drift chamber simulation package, GARFIELD [20], and a gas property simulation package, MAGBOLTZ [21].", "label": "Hyponym-of", "metadata": {"id": "S0370269304007567", "spans": [322, 330, 288, 320]}} +{"text": "This allows to directly apply the known analytical solutions for Pc, and, upon rotating back, obtain a generalization of these results to the NSI case.", "label": "Hyponym-of", "metadata": {"id": "S0370269304008421", "spans": [294, 296, 371, 374]}} +{"text": "One major goal of current nuclear physics is the observation of at least partial restoration of chiral symmetry.", "label": "Hyponym-of", "metadata": {"id": "S0370269304008494", "spans": [49, 111, 26, 41]}} +{"text": ") SYM on its Coulomb branch, with the gauge group SU(N) spontaneously broken to SU(N\u22121)\u00d7U(1).", "label": "Hyponym-of", "metadata": {"id": "S0370269304012638", "spans": [971, 976, 959, 970]}} +{"text": "The Substrate Induced Coagulation (SIC) coating process provides a self assembled and almost binder free coating with small particles.", "label": "Synonym-of", "metadata": {"id": "S037877531001949X", "spans": [4, 33, 35, 38]}} +{"text": "In particular, anelasticity may offer a way to study the operation of the shear transformation zones (STZs [17]) often used to interpret the deformation of MGs.", "label": "Synonym-of", "metadata": {"id": "S092583881302834X", "spans": [663, 689, 691, 695]}} +{"text": "X-ray Diffraction (XRD) grain size calculations before and after SPS showed that the average grain size of the alloy only increased from 25nm to 50nm (from powder to bulk state).", "label": "Synonym-of", "metadata": {"id": "S0925838814009669", "spans": [208, 225, 227, 230]}} +{"text": "Through it, the client can access calculated physical properties (thermodynamic, crystallographic, or mechanical properties), as well as simulation provenance and runtime properties of the included systems.", "label": "Synonym-of", "metadata": {"id": "S0927025614003322", "spans": [471, 490, 492, 549]}} +{"text": "In this paper, crystal plasticity model, in combination with XFEM, has been applied to study cyclic deformation and fatigue crack growth in a nickel-based superalloy LSHR (Low Solvus High Refractory) at high temperature.", "label": "Synonym-of", "metadata": {"id": "S0927025615006357", "spans": [166, 170, 172, 198]}} +{"text": "This is a result of a defect-decoupling resonance-shift effect and is referred to as the near electrical resonance signal enhancement (NERSE) phenomenon.", "label": "Synonym-of", "metadata": {"id": "S096386951400070X", "spans": [414, 458, 460, 465]}} +{"text": "Other methods of time\u2013frequency analysis, such as discrete wavelet analysis, benefit from advantage of multi-resolution analysis, which offers improved temporal resolution of the high frequency components, and frequency resolution of the low frequency components [25,18,19].", "label": "Hyponym-of", "metadata": {"id": "S0963869514000875", "spans": [469, 494, 436, 459]}} +{"text": "At each step, the algorithm selects a group of individual values from the population (parent) which are evolved through crossover or mutation to produce members of the next generation.", "label": "Hyponym-of", "metadata": {"id": "S0963869514000954", "spans": [645, 651, 633, 643]}} +{"text": "The intensity of the TFM image ITFM at any point (x,z) is given by:(10)ITFM(x,z)=|\u2211HTR(1c((xT\u2212x)2+z2+(xR\u2212x)2+z2))|forallT,Rwhere HTR(t) is the Hilbert transform of a signal uTR(t) in the FMC data, xT is the x-position of the transmitting element (T) and xR is the x-position of the receiving element (R).", "label": "Synonym-of", "metadata": {"id": "S0963869514001066", "spans": [728, 745, 747, 748]}} +{"text": "It is known that as the temperature of the sample rises, the Lorentz mechanism remains dominant until Tc of steel is reached (770\u00b0C for a low carbon steel), when the magnetostrictive mechanism becomes more efficient [15].", "label": "Hyponym-of", "metadata": {"id": "S0963869514001078", "spans": [138, 154, 108, 113]}} +{"text": "Under certain conditions, such as over short propagation distances, SH waves can be treated as bulk waves.", "label": "Synonym-of", "metadata": {"id": "S0963869515000572", "spans": [922, 930, 949, 959]}} +{"text": "Advances in scanning electron microscopy (SEM) technology are now driving a paradigm shift in electron imaging.", "label": "Synonym-of", "metadata": {"id": "S0968432814000250", "spans": [722, 750, 752, 755]}} +{"text": "Rhodamines are well-known xanthenes dyes, which have been extensively used for many widespread applications in single-molecule detection [24], DNA-sequence determination [25], fluorescence labelling [26], etc. due to their strong fluorescence over the visible spectral region.", "label": "Hyponym-of", "metadata": {"id": "S1010603009002676", "spans": [164, 174, 190, 204]}} +{"text": "The latter ones are CoOx, CoPi (CoPOx), IrOx, and RuOx which are used for water oxidation, among which CoPi is reported to be the most effective co-catalyst for water oxidation [13].", "label": "Synonym-of", "metadata": {"id": "S1010603013001809", "spans": [626, 630, 632, 637]}} +{"text": "The first-principles calculations are performed using the Cambridge Serial Total Energy Package (CASTEP) [21] which implements the plane-wave pseudopotential DFT method.", "label": "Synonym-of", "metadata": {"id": "S1359646214000165", "spans": [58, 95, 97, 103]}} +{"text": "To avoid these problems, we have implemented fitness calculation according to the Strength Pareto Evolutionary Algorithm (SPEA) by Zitzler and Thiele (1999), instead of using a single (weighted) fitness or cost function.", "label": "Synonym-of", "metadata": {"id": "S1364815216302122", "spans": [882, 920, 922, 926]}} +{"text": "and parameter choices (accretion rates, tide ranges, etc.)", "label": "Hyponym-of", "metadata": {"id": "S1364815216302705", "spans": [1274, 1289, 1255, 1272]}} +{"text": "Also, we used the division of MSE to three constituent statistics (SB, SDSD and LCS) to show how the level of correlation can affect the sum of residuals.", "label": "Hyponym-of", "metadata": {"id": "S136481521630305X", "spans": [324, 328, 296, 318]}} +{"text": "Typical physically-based 2D flood models solve the Shallow Water Equations (SWEs), requiring high computational resources.", "label": "Synonym-of", "metadata": {"id": "S1364815216303243", "spans": [51, 74, 76, 80]}} +{"text": "The proposed multihop routing protocol, PHASeR, applies the technique of blind forwarding in a MWSN, which increases the reliability of data delivery through its inherent use of multiple routes.", "label": "Synonym-of", "metadata": {"id": "S1574119215000796", "spans": [13, 38, 40, 46]}} +{"text": "A new class of uranium superconductors emerged in the 1980's with the discovery of uranium heavy fermion superconductors [10].", "label": "Hyponym-of", "metadata": {"id": "S1631070514000954", "spans": [240, 277, 172, 195]}} +{"text": "Eg: (1) incomplete absorption, where photons with energies below Eg are not absorbed; (2) thermalization or carrier cooling, where solar photons with sufficient energy generate electron-hole pairs and then immediately lose almost all energy in excess of Eg in the form of heat; and (3) radiative recombination, where a small fraction of the excited states radioactively recombine with the ground state at the maximum power output (Hanna & Nozik, 2006; Henry, 1980).", "label": "Synonym-of", "metadata": {"id": "S167420011300196X", "spans": [538, 552, 556, 571]}} +{"text": "They are used for the hydrolysis of non-starchy polysaccharides such as arabinoxylan in monogastric diets (Walsh, Power, & Headon, 1993).", "label": "Hyponym-of", "metadata": {"id": "S1687850714000405", "spans": [768, 780, 732, 759]}} +{"text": "ObjectiveElectrically evoked auditory steady-state responses (EASSRs) are neural potentials measured in the electroencephalogram (EEG) in response to periodic pulse trains presented, for example, through a cochlear implant (CI).", "label": "Synonym-of", "metadata": {"id": "S1746809416300933", "spans": [224, 226, 206, 222]}} +{"text": "One of the benefits of graphical microsimulation is that the 2D and 3D simulations help the researcher to visualise a new scheme and its potential benefits but also to highlight unrealistic behaviour.", "label": "Synonym-of", "metadata": {"id": "S1877750311000676", "spans": [1032, 1053, 994, 1019]}} +{"text": "This performance prediction model can be applied largely to our HemeLB application, although HemeLB uses a different decomposition technique and performs real-time rendering and visualisation tasks during the LB simulations.", "label": "Synonym-of", "metadata": {"id": "S1877750313000240", "spans": [341, 359, 370, 376]}} +{"text": "The Liley model [15] considered here, for instance, consists of fourteen coupled Partial Differential Equations (PDEs) with strong nonlinearities, imposed by coupling between the mean membrane potentials and the mean synaptic inputs.", "label": "Synonym-of", "metadata": {"id": "S187775031300077X", "spans": [289, 319, 321, 325]}} +{"text": "FabHemeLB is a Python tool which helps automate the construction and management of ensemble simulation workflows.", "label": "Hyponym-of", "metadata": {"id": "S1877750315000460", "spans": [0, 9, 15, 26]}} +{"text": "During the face preprocessing, a rapid eye location method named ER (Eyeball Search) is proposed and implemented.", "label": "Synonym-of", "metadata": {"id": "S2212671612000431", "spans": [1070, 1084, 1066, 1068]}} +{"text": "A sentence alignment model based on combined clues and Kernel Extensional Matrix Matching (KEMM) method is proposed.", "label": "Synonym-of", "metadata": {"id": "S2212671612000741", "spans": [55, 89, 91, 95]}} +{"text": "The Speeded up robust features (or SURF) is presented as second.", "label": "Synonym-of", "metadata": {"id": "S221267161400105X", "spans": [157, 183, 188, 192]}} diff --git a/data/rel/semeval2017/train.txt b/data/rel/semeval2017/train.txt new file mode 100644 index 0000000..2b18e7f --- /dev/null +++ b/data/rel/semeval2017/train.txt @@ -0,0 +1,229 @@ +{"text": "There were attempts to develop improved molecular dynamics methods combining quantum features with a semi classical treatment of dynamical correlations [17,18].", "label": "Hyponym-of", "metadata": {"id": "S0003491615000433", "spans": [318, 368, 248, 283]}} +{"text": "A fluctuating vacuum is a general feature of quantum fields, of which the free Maxwell field considered in [1\u201312] is but one example.", "label": "Hyponym-of", "metadata": {"id": "S0003491615001955", "spans": [74, 92, 45, 59]}} +{"text": "The electronic relaxation timescale is found to be sub 50fs whereas the timescale for intramolecular vibrational relaxation, occurring in Q00 band, was found to be over a picosecond for Co(II)\u2013OEP and Ni(II)\u2013OEP and within a picosecond for Zn(II)\u2013OEP.", "label": "Hyponym-of", "metadata": {"id": "S0009261409006666", "spans": [603, 611, 556, 587]}} +{"text": "Water is the most important liquid, and the nature of its structure remains a topic of keen debate and an active area of research [1\u20139].", "label": "Hyponym-of", "metadata": {"id": "S0009261412006513", "spans": [0, 5, 28, 34]}} +{"text": "The fitting of the rise and decay components of the transients were done by Matlab\u00ae programming using the curve fitting Levenberg\u2013Marquardt algorithm.", "label": "Hyponym-of", "metadata": {"id": "S0009261412012365", "spans": [383, 426, 353, 372]}} +{"text": "Experimental studies of the dynamics of individual carbon atoms in graphene have been empowered by the recent progress in aberration-corrected transmission electron microscopy (AC-TEM) capable of sub-\u00c5ngstrom resolution.", "label": "Synonym-of", "metadata": {"id": "S0009261412013838", "spans": [122, 175, 177, 183]}} +{"text": "Such tests include studies of the nitrogen exchange reaction [14] both adiabatic by running trajectories on the lowest surfaces and non-adiabatic by using the trajectory surface hoping (TSH) method [22,23] for transitions to the excited state of same symmetry.", "label": "Synonym-of", "metadata": {"id": "S0009261413006738", "spans": [265, 290, 292, 295]}} +{"text": "For barrierless systems such as ion\u2013molecule reactions, the concepts of OTS and TTS can be clearly formulated in terms of well defined phase space geometrical objects.", "label": "Hyponym-of", "metadata": {"id": "S000926141301539X", "spans": [180, 183, 249, 274]}} +{"text": "For \u03b3-ray radiation, single step is the main process to cause DSBs (see Figure 3b), which is attributed to the generation of number of ROS upon the incident of individual photon of \u03b3-ray.", "label": "Hyponym-of", "metadata": {"id": "S000926141500651X", "spans": [139, 150, 122, 137]}} +{"text": "EDS maps of the TEM samples were collected using the Nanolab 600 with a Scanning TEM (STEM) detector and an EDAX Genesis EDS system at an accelerating voltage of 30kV.", "label": "Synonym-of", "metadata": {"id": "S0010938X12001163", "spans": [1271, 1283, 1285, 1289]}} +{"text": "The study outlines a trial of transient response analysis on full-scale motorway bridge structures to obtain information concerning the steel\u2013concrete interface and is part of a larger study to assess the long-term sustained benefits offered by Impressed Current Cathodic Protection (ICCP) after the interruption of the protective current [1].", "label": "Synonym-of", "metadata": {"id": "S0010938X12002508", "spans": [284, 288, 245, 282]}} +{"text": "All the 100h tests and the test conducted at 650\u00b0C were performed using a thermogravimetric balance (TGA).", "label": "Synonym-of", "metadata": {"id": "S0010938X13002187", "spans": [211, 236, 238, 241]}} +{"text": "Due to the presence of the open porosity in the outer layer of the coating, a measurement length for determination of the roughness (Ra) of 0.8mm was used.", "label": "Synonym-of", "metadata": {"id": "S0010938X13005945", "spans": [1037, 1039, 1026, 1035]}} +{"text": "The attempt to overcome this limitation in Ti-based alloys has led to the production of alloys with substantially improved oxidation resistance such as \u03b2-21S and also development of coatings and pre-oxidation techniques [1,4\u20136].", "label": "Hyponym-of", "metadata": {"id": "S0010938X1500195X", "spans": [509, 514, 445, 500]}} +{"text": "Frankel presented a method to directly measure the average anodic current density from the growing pit boundary velocity in Al [33], an Al alloy [34] and", "label": "Hyponym-of", "metadata": {"id": "S0010938X15002954", "spans": [273, 275, 285, 293]}} +{"text": "Stress corrosion cracking in pressurized water reactors (PWSCC) occurs in Alloy 600 in safety critical components, such as steam generator tubes, heater sleeves, pressurized instrument penetrations and control rod drive mechanisms [2,6,7].", "label": "Hyponym-of", "metadata": {"id": "S0010938X15301189", "spans": [626, 640, 567, 593]}} +{"text": "It states that, if the underlying thickness measurements in each block are taken from independent and identical distributions, then the sample of minimum thickness measurements will follow a generalized extreme value distribution (GEVD).", "label": "Synonym-of", "metadata": {"id": "S0010938X1530161X", "spans": [883, 921, 923, 927]}} +{"text": "The thermodynamics of copper-zinc alloys (brass) was subject of numerous investigations.", "label": "Synonym-of", "metadata": {"id": "S0021961413004321", "spans": [22, 40, 42, 47]}} +{"text": "Velocity in each bin is measured using the Cumulative Averaging Method (CAM) [24], while the stress tensor field is measured using the Irving\u2013", "label": "Synonym-of", "metadata": {"id": "S0021999113005603", "spans": [318, 345, 347, 350]}} +{"text": "15 depicts the effect of the Schmidt and the chemical reaction rate on the bulk-mean concentration CB\u204e\u00af.", "label": "Hyponym-of", "metadata": {"id": "S0021999113005652", "spans": [500, 504, 476, 499]}} +{"text": "An accurate and flexible modelling alternative for these cases is the direct simulation Monte Carlo method (DSMC) [2].", "label": "Synonym-of", "metadata": {"id": "S0021999113005718", "spans": [501, 537, 539, 543]}} +{"text": "The analytic test cases presented here use a coarse curvilinear mesh; for applications, meshes are typically more refined in order to capture features in the solution and so will better capture the geometry and consequently reduce this lower bound on the solution error.", "label": "Hyponym-of", "metadata": {"id": "S0021999113006955", "spans": [777, 800, 820, 826]}} +{"text": "The computational intensity of the particle method is greater still when simulating low-speed microfluidic devices where there are only small deviations from equilibrium, characterised by extremely low Mach numbers and weak temperature gradients.", "label": "Hyponym-of", "metadata": {"id": "S0021999114002587", "spans": [1008, 1028, 1050, 1083]}} +{"text": "Further, we have developed a fully discrete scheme based on a finite difference discretization of the Caputo fractional derivatives.", "label": "Hyponym-of", "metadata": {"id": "S0021999114007396", "spans": [545, 566, 578, 647]}} +{"text": "In fluid dynamics, a typical hybrid combines a molecular treatment (a \u2018micro\u2019 model) with a continuum-fluid one (a \u2018macro\u2019 model), with the aim of obtaining the accuracy of the former with the efficiency of the latter [1\u20134].", "label": "Hyponym-of", "metadata": {"id": "S0021999114008523", "spans": [122, 128, 185, 204]}} +{"text": "That is to say, the model involves time derivatives of the three fields coupled to forms involving variational derivatives of some functional \u2013 typically the free energy functional.", "label": "Hyponym-of", "metadata": {"id": "S0021999115000546", "spans": [564, 586, 537, 547]}} +{"text": "The energy-consuming uniaxial polar agents constituting the gel are modeled as unit vectors.", "label": "Synonym-of", "metadata": {"id": "S0021999115001412", "spans": [415, 436, 454, 457]}} +{"text": "Both methods precisely reconstruct the upwind value for equidistant, rectilinear meshes but fail to do so on non-equidistant or non-rectilinear meshes, as discussed in Section 3.2.", "label": "Synonym-of", "metadata": {"id": "S0021999115003939", "spans": [656, 671, 675, 697]}} +{"text": "A popular choice is to couple a set of quadrature points with an equal number of nodal Lagrange polynomials defined at the same points, leading to a collocation method.", "label": "Hyponym-of", "metadata": {"id": "S0021999115004301", "spans": [23, 107, 149, 167]}} +{"text": "For the spatial discretisation a structured triangle mesh is used, with an element edge length of 67km (Fig.", "label": "Hyponym-of", "metadata": {"id": "S0021999115007238", "spans": [479, 501, 504, 528]}} +{"text": "Broadly these may be modelled as continuous problems where phases are mixed (e.g. oil\u2013water homogenisation [36], sediment transport [18]) or interface problems where phases are distinct and interact at the interface (e.g. gas-assisted injection moulding [21], liquid jet breakup [40]).", "label": "Hyponym-of", "metadata": {"id": "S0021999115008207", "spans": [209, 227, 155, 171]}} +{"text": "The inviscid case (linear advection) is then addressed in Sec.", "label": "Synonym-of", "metadata": {"id": "S0021999115008256", "spans": [466, 479, 481, 497]}} +{"text": "This may also be the case for channelling events, where energetic atoms travel deep into the lattice through channels of low atomic density.", "label": "Synonym-of", "metadata": {"id": "S0022311511010014", "spans": [766, 784, 792, 875]}} +{"text": "The estimated upstream W fluxes, FWupstrem, are in good agreement with the experimentally observed values \u2a7d1019m-2s-1", "label": "Synonym-of", "metadata": {"id": "S0022311513001165", "spans": [180, 189, 151, 178]}} +{"text": "This is still short compared to operating times, so is important to consider the equilibrium result of such processes: If the vacancies and SIAs were likely to find their Frenkel partner, recombine, and annihilate, then the metal should essentially return to its original structure; however, if defects instead formed large clusters of a single type this could result in formation of voids, dislocation loops or swelling, possibly weakening the material in the process.", "label": "Hyponym-of", "metadata": {"id": "S0022311513011951", "spans": [566, 571, 477, 484]}} +{"text": "The vapour phase consists of a number of different gases with silicon exhibiting a far higher partial pressure than all carbon containing species over the full temperature range.", "label": "Hyponym-of", "metadata": {"id": "S0022311514001640", "spans": [4, 16, 31, 56]}} +{"text": "The second stress state is a tri-axial tensile stress designed to represent the zone ahead of an advancing crack tip.", "label": "Hyponym-of", "metadata": {"id": "S0022311514005480", "spans": [4, 23, 29, 53]}} +{"text": "The family of split interstitial clusters was extended to include tri-interstitials [8] (a di-interstitial with the fourth Oi site occupied) and quad-interstitials [9] (two di-interstitials on adjacent sites, giving a total of two VO and six Oi)", "label": "Synonym-of", "metadata": {"id": "S0022311514006849", "spans": [683, 731, 658, 675]}} +{"text": "A vacancy is introduced into the simulation cell and the system is minimised using a conjugate gradient algorithm, yielding a single vacancy formation energy Evac of 1.72eV. Next, the atom with the highest potential energy is removed from the system and again the system is minimised.", "label": "Synonym-of", "metadata": {"id": "S0022311514007119", "spans": [518, 549, 550, 554]}} +{"text": "Typical compositions of ODS steels include between 9 and 14at.% Cr for oxidation resistance (most commonly 14at.%); W for solid solution hardening; Y2O3 that is put into solid solution during the initial, mechanical alloying, process but then during consolidation at high temperatures forms precipitates; and Ti to inhibit significant growth of the oxide particles; the balance being made up of Fe and impurities", "label": "Hyponym-of", "metadata": {"id": "S0022311514008691", "spans": [891, 906, 864, 874]}} +{"text": "Experiments using Synchrotron X-Ray Diffraction (S-XRD) by both Polatidis et al. and Petigny et al., have separately shown that oxides formed on Zircaloy-4 are composed of monoclinic and stabilised tetragonal phases, with an \u223c7% reduction in the tetragonal phase fraction from 1 to 3\u03bcm oxide growth [4,10].", "label": "Hyponym-of", "metadata": {"id": "S002231151500032X", "spans": [960, 966, 1004, 1047]}} +{"text": "\u2013density space in powder consolidation maps when compared with conventional methods, such as hot pressing sintering and HIP with ramp rate of 50\u201380\u00b0C/min and a few hours holding time.", "label": "Hyponym-of", "metadata": {"id": "S0022311515002391", "spans": [848, 870, 818, 838]}} +{"text": "Zirconium alloys are commonly used as the fuel cladding for water cooled nuclear fission reactors, mainly due to their low neutron cross-section, good corrosion resistance during normal operating conditions and sufficient mechanical strength [1].", "label": "Hyponym-of", "metadata": {"id": "S0022311515300295", "spans": [0, 16, 42, 55]}} +{"text": "Whilst a number of techniques have been employed for this purpose, it is clear that various techniques within transmission electron microscopy (TEM) will be among the most versatile and informative for this purpose, although additional information can be added by techniques such as atom probe tomography.", "label": "Synonym-of", "metadata": {"id": "S0022311515300477", "spans": [1016, 1048, 1050, 1053]}} +{"text": "Solid pieces of 23\u2013114 mg were further used to measure the enthalpy increments using a Setaram Multi-detector High Temperature Calorimeter (MDHTC-96) using a drop detector.", "label": "Hyponym-of", "metadata": {"id": "S0022311515300830", "spans": [87, 138, 140, 148]}} +{"text": "Following fission, noble gas atoms will be distributed in the fuel matrix initially accommodated at point defects trap sites, generally thought to be Schottky trivacancy defects", "label": "Hyponym-of", "metadata": {"id": "S0022311515301963", "spans": [150, 177, 100, 124]}} +{"text": "The transmutation-created inert gas, especially He, plays an important role in the microstructural evolution of these steels under neutron irradiation.", "label": "Hyponym-of", "metadata": {"id": "S0022311515303640", "spans": [139, 141, 95, 126]}} +{"text": "An increase of neutron leakage from the core region can be achieved through modifications in the core geometry (usually by adopting a pan-cake geometry of the active core region at the expense of the general neutron economy).", "label": "Hyponym-of", "metadata": {"id": "S0029549314001551", "spans": [134, 177, 76, 110]}} +{"text": "The times of the gradient changes, which separate linear trends of several years, have associated step changes in the second time derivative of the MF (secular acceleration (SA)) and impulses in the third time derivative.", "label": "Synonym-of", "metadata": {"id": "S0031920113000708", "spans": [545, 565, 567, 569]}} +{"text": "Optical microscopes, transmission electron microscopes (TEMs), scanning electron microscopes (SEMs) and atomic force microscopes (AFMs) are commercially available and widely used.", "label": "Synonym-of", "metadata": {"id": "S003238610801080X", "spans": [249, 273, 275, 279]}} +{"text": "This process contains aqueous droplets (including water-soluble monomers) stably dispersed, with the aid of oil-soluble surfactants, in a continuous organic medium.", "label": "Hyponym-of", "metadata": {"id": "S0032386109005485", "spans": [256, 278, 228, 244]}} +{"text": "A number of chemical vapor deposition (CVD) processes have been developed to grow SWNTs and MWNTs, all involving the reaction of a gaseous carbon compound as feedstock.", "label": "Synonym-of", "metadata": {"id": "S0032386109006612", "spans": [560, 585, 587, 590]}} +{"text": "A tri-block copolymer was subsequently synthesized and the TEM images of this polymer showed that it formed spherical aggregates [50].", "label": "Synonym-of", "metadata": {"id": "S0032386109007290", "spans": [449, 468, 525, 532]}} +{"text": "In general, the ion exchange capacity (IEC) is closely related to the proton conductivity of PEMs because the acid functionalities, such as sulfonic acid groups, contribute to the proton conduction in a membrane.", "label": "Synonym-of", "metadata": {"id": "S0032386109007423", "spans": [16, 37, 39, 42]}} +{"text": "Heterophase polymerizations (i.e. emulsion, dispersion and miniemulsion polymerizations) present the advantage of easier removal of the resulting product from the reactor compared to bulk polymerization thanks to the low viscosity of the reaction medium.", "label": "Hyponym-of", "metadata": {"id": "S0032386109010386", "spans": [482, 490, 448, 475]}} +{"text": "In contrast, the initiation efficiency is not always perfect as seen in the molybdenum alkylidene initiators, because dissociation of ligand (PR3 etc.) should be required to generate the catalytically active species in the ROMP with the ruthenium carbene catalysts (Scheme 2) [67\u201369].", "label": "Hyponym-of", "metadata": {"id": "S0032386110001667", "spans": [699, 702, 691, 697]}} +{"text": "ROM polymers have been tested as matrix materials for the oxygen sensing phosphorescent complex platinum tetrakis(pentafluorophenyl)porphyrin.", "label": "Hyponym-of", "metadata": {"id": "S0032386110004039", "spans": [129, 141, 162, 178]}} +{"text": "Another choice was to graft the fluorinated groups on the copolymers with functional groups.", "label": "Hyponym-of", "metadata": {"id": "S0032386114008428", "spans": [0, 14, 22, 91]}} +{"text": "Thermal performance of the smart window has been predicted under different simulated parameters namely, direct solar radiation intensity, ambient temperature, water inlet temperature, and water flow rate.", "label": "Hyponym-of", "metadata": {"id": "S0038092X14000942", "spans": [104, 136, 75, 95]}} +{"text": "The impact of shading on performance varies depending on the electrical series and parallel arrangement of cells within a module and modules within an installed array.", "label": "Hyponym-of", "metadata": {"id": "S0038092X14004770", "spans": [214, 221, 232, 247]}} +{"text": "(2008) as an iterative extension of the standard static photon mapping approach as implemented in the Radiance extension.", "label": "Hyponym-of", "metadata": {"id": "S0038092X15000559", "spans": [79, 136, 168, 186]}} +{"text": "For the high efficiency system, a power of 40kWp was considered, with a system composed by 10 strings of 18 modules per string and an approximate system Voc of 873", "label": "Hyponym-of", "metadata": {"id": "S0038092X15001681", "spans": [527, 537, 446, 452]}} +{"text": "based isogeometric analysis (IGA) applied to complex geometries requires to represent the computational domain as a collection of several NURBS geometries.", "label": "Synonym-of", "metadata": {"id": "S0045782512002599", "spans": [358, 361, 335, 356]}} +{"text": "For first order hexahedral elements, [2,28] found good results for the element types C3D_8N_27C and", "label": "Hyponym-of", "metadata": {"id": "S0045782512003428", "spans": [636, 646, 622, 635]}} +{"text": "The level set method was presented by Osher and Sethian [20] who described the temporal propagation of moving interfaces by numerical methods solving the Hamilton\u2013Jacobi equation.", "label": "Hyponym-of", "metadata": {"id": "S0045782513000479", "spans": [196, 213, 76, 92]}} +{"text": "Fully discrete numerical schemes are derived based on a lagged and non-lagged backward Euler time stepping method applied to a mixed and Galerkin finite element spatial discretization.", "label": "Hyponym-of", "metadata": {"id": "S0045782513000546", "spans": [369, 426, 313, 345]}} +{"text": "Traditionally, the simulation of incompressible fluid flow by the SPH method has been through a weakly compressible SPH formulation (WCSPH).", "label": "Synonym-of", "metadata": {"id": "S0045782513001448", "spans": [96, 131, 133, 138]}} +{"text": "[16], where the shear stress is generated by constraining the velocity in a \u2018frame\u2019 rather than by modifying the shape of the box.", "label": "Hyponym-of", "metadata": {"id": "S0045782513001473", "spans": [117, 129, 146, 171]}} +{"text": "Powder metallurgy is a versatile technology for the manufacturing of components to (near) net-shape with high product quality.", "label": "Hyponym-of", "metadata": {"id": "S004578251300176X", "spans": [0, 17, 33, 99]}} +{"text": "For instance, the weakly penalized formulation combines the simplified structure of the penalty method with the convergence characteristics of the PL formulation.", "label": "Hyponym-of", "metadata": {"id": "S0045782514000607", "spans": [398, 426, 527, 541]}} +{"text": "It is based on the use of an isoparametric [17] or, in general, a transfinite interpolation [18] where a high-order coarse boundary-layer prismatic mesh is subdivided into either prisms or tetrahedra using the mapping that defines the coarse high-order prisms.", "label": "Hyponym-of", "metadata": {"id": "S004578251400334X", "spans": [561, 585, 505, 511]}} +{"text": "We shall establish the variational format in the space\u2013time domain S=def\u03a9\u00d7I, for given spatial domain \u03a9 and time domain I=(0,T), for a quite broad class of problems involving a first order time-derivative.", "label": "Synonym-of", "metadata": {"id": "S0045782514004812", "spans": [23, 66, 67, 75]}} +{"text": "Usually, the problem geometry \u03a9 is represented in computer aided design (CAD) by means of NURBS or T-splines.", "label": "Synonym-of", "metadata": {"id": "S0045782515001231", "spans": [280, 301, 303, 306]}} +{"text": "In recent years, the Discontinuous Galerkin (DG) method has emerged as a more thorough alternative for locally solving conservation laws of the shallow water equations with higher accuracy", "label": "Synonym-of", "metadata": {"id": "S0045782515001899", "spans": [21, 43, 45, 47]}} +{"text": "FR schemes are similar to nodal DG schemes, which are arguably the most popular type of unstructured high-order method (at least in the field of computational aerodynamics).", "label": "Hyponym-of", "metadata": {"id": "S0045782515002418", "spans": [88, 118, 0, 10]}} +{"text": "The immersed boundary method (IBM), proposed by Peskin for studying flow patterns around heart valves [3], has been applied to a wide range of problems including arterial blood flow [4], modelling of the cochlea [5], modelling of red blood cells in Poiseuille flow", "label": "Synonym-of", "metadata": {"id": "S0045782515002686", "spans": [4, 28, 30, 33]}} +{"text": "As widely discussed in isogeometric analysis literature, the geometry representations used in today\u2019s computer aided design (CAD) and finite element analysis (FEA) software are inherently incompatible [1].", "label": "Synonym-of", "metadata": {"id": "S0045782515003680", "spans": [255, 276, 278, 281]}} +{"text": "To date, several instruments have been designed for such goals, namely, scanning electron microscopes (SEM), atomic force microscopes (AFM) and transmission electron microscopes (TEM) [62,63].", "label": "Hyponym-of", "metadata": {"id": "S0079642514000887", "spans": [376, 400, 284, 295]}} +{"text": "MINERAL (MINeral ERror AnaLysis) is a new MATLAB\u00ae based program that provides mineral formula recalculations combined with the associated propagation of the analytical uncertainties.", "label": "Hyponym-of", "metadata": {"id": "S0098300412001793", "spans": [0, 32, 36, 63]}} +{"text": "It maintains a list of links to publicly available data sets, for example the IOCCG (2006) data bank, the NASA bio-Optical Marine Algorithm Data set (NOMAD) and the SeaWiFS Bio-Optical Archive and Storage System (SeaBASS).", "label": "Synonym-of", "metadata": {"id": "S0098300413002185", "spans": [1144, 1190, 1192, 1199]}} +{"text": "Artificial Neural Networks (ANN) have been widely used in science and engineering problems.", "label": "Synonym-of", "metadata": {"id": "S0098300413002720", "spans": [0, 26, 28, 31]}} +{"text": "Due to the fast development of virtual methods (e.g., macro-CT, \u00b5-CT, nano-CT, etc.)", "label": "Hyponym-of", "metadata": {"id": "S0098300413002951", "spans": [223, 230, 184, 199]}} +{"text": "Speech segments using a voice activity detector (VAD)", "label": "Synonym-of", "metadata": {"id": "S0165168416300603", "spans": [791, 814, 816, 819]}} +{"text": "From the first application [1] of multiple-scales analysis to sound propagation in ducts of rectangular and circular cross section without mean flow, more recent developments have extended the method to cases with uniform mean flow [2], mean swirling flow [3], ducts of arbitrary cross section [4] (with uniform mean flow) and strongly curved ducts [5].", "label": "Synonym-of", "metadata": {"id": "S0165212511000874", "spans": [418, 436, 320, 329]}} +{"text": "In effect, we regard the semi-infinite row as two scatterers, one of which is another semi-infinite row.", "label": "Hyponym-of", "metadata": {"id": "S0165212515000931", "spans": [224, 241, 245, 259]}} +{"text": "For general matrices, we adapt the existing methods for finding real solutions to obtain algorithms for finding integer solutions.", "label": "Synonym-of", "metadata": {"id": "S0166218X1300348X", "spans": [506, 546, 442, 495]}} +{"text": "We study sequences of optimal walks of a growing length in weighted digraphs, or equivalently, sequences of entries of max-algebraic matrix powers with growing exponents.", "label": "Synonym-of", "metadata": {"id": "S0166218X14003011", "spans": [9, 76, 95, 169]}} +{"text": "However, because this technique is destructive, studies of microstructural evolution are influenced by inherent sample variability. Non-destructive X-ray nano-computed tomography (CT)", "label": "Synonym-of", "metadata": {"id": "S0167273811005091", "spans": [427, 473, 475, 477]}} +{"text": "The new approach used a high-throughput reactor and robotic automation (RAMSI) to rapidly synthesise a range of nanoparticle co-precipitate precursors in cloned libraries at a rate of 7.5 samples an hour.", "label": "Synonym-of", "metadata": {"id": "S0167273812003025", "spans": [314, 332, 334, 339]}} +{"text": "As electrical measurements require an oxygen ion conductor, yttria stabilized zirconia (YSZ) was used as substrate for LSC films with two different grain sizes.", "label": "Synonym-of", "metadata": {"id": "S0167273813006735", "spans": [812, 838, 840, 843]}} +{"text": "Thermogravimetric analysis (TGA) was performed using a Netzsch STA 449C instrument equipped with Proteus thermal analysis software.", "label": "Synonym-of", "metadata": {"id": "S0167273815004130", "spans": [270, 296, 298, 301]}} +{"text": "The ferromagnetic characteristics as coercivity, remanence and magnetic anisotropy of the nanocomposite can be adjusted by the electrochemical parameters.", "label": "Synonym-of", "metadata": {"id": "S0167931711005120", "spans": [124, 157, 161, 227]}} +{"text": "In this paper we demonstrate how the introduction of such a multilayer process can also benefit nanosphere lithography by increasing achievable aspect ratios of silicon nanopillars without the need for complex etch processes requiring specialised and expensive equipment, but instead needing only a standard SF6/C4F8 inductively coupled plasma (ICP) mixed mode etch process at room temperature [28].", "label": "Synonym-of", "metadata": {"id": "S0167931712002699", "spans": [790, 804, 806, 809]}} +{"text": "Capacitances between different device components are then extracted and fed into the well-tested single electron circuit simulator SETSPICE [11], based on the orthodox theory of single electron tunnelling [12].", "label": "Hyponym-of", "metadata": {"id": "S0167931712002936", "spans": [475, 483, 429, 474]}} +{"text": "1 shows the normalized film thickness of two formulations of the SoC (IM-HM11-01 and IM-HM11-02), before and after dipping in monochlorobenzene (MCB):IPA 1:1 solution.", "label": "Synonym-of", "metadata": {"id": "S0167931712003012", "spans": [1118, 1135, 1137, 1140]}} +{"text": "Recent calculations have also demonstrated that the two dominant neutral paramagnetic defects at surfaces of a-SiO2, the non-bridging oxygen centre and the silicon dangling bond, are deep electron traps and can form the corresponding negatively charged defects [18].", "label": "Hyponym-of", "metadata": {"id": "S0167931713002438", "spans": [689, 710, 630, 648]}} +{"text": "This effect has been correlated with paramagnetic E\u2032 centre signals and led to the initial assignment of the neutral oxygen vacancy as the major hole trap in a-SiO2", "label": "Hyponym-of", "metadata": {"id": "S016793171300244X", "spans": [553, 575, 583, 598]}} +{"text": "After preliminary measurements, the samples were annealed in forming gas (FGA) at 350\u00b0C for 30min.", "label": "Synonym-of", "metadata": {"id": "S0167931713002487", "spans": [1013, 1024, 1026, 1029]}} +{"text": "The patterned hydrogel films can be triggered consecutively allowing for successive rolling and unrolling depending on the aqueous pH. The choice of PEGDMA hydrogel provides a versatile platform for creating a variety of hydrogel scaffolds, and while being non-fouling and nontoxic it is permeable to proteins.", "label": "Hyponym-of", "metadata": {"id": "S0167931713004061", "spans": [1064, 1079, 1091, 1154]}} +{"text": "We used 2\u03bcm of ultra-nanocrystalline diamond (UNCD) grown by chemical vapour deposition (CVD) on a \u223c520\u03bcm silicon carrier wafer from Advanced Diamond Technologies Ltd. Detailed information about the material and the stamp fabrication can be found in our earlier paper [16].", "label": "Synonym-of", "metadata": {"id": "S0167931713005042", "spans": [61, 87, 89, 92]}} +{"text": "Copper electro-chemical deposition (ECD) of through silicon via (TSV) is a key challenge of 3D integration.", "label": "Synonym-of", "metadata": {"id": "S0167931713006904", "spans": [44, 63, 65, 68]}} +{"text": "After the saturation spacing has been reached, cracks can no longer form between existing crack fragments and the film could delaminate via buckling.", "label": "Hyponym-of", "metadata": {"id": "S0167931714003347", "spans": [1583, 1591, 1568, 1578]}} +{"text": "Replica molding, which is the casting of prepolymer against a master and generating a replica of the master in PDMS, has become a standard fabrication technique available in almost every research laboratory.", "label": "Synonym-of", "metadata": {"id": "S0167931714004456", "spans": [764, 779, 794, 879]}} +{"text": "Conventional materials often rely on electrospinning as a manufacturing method to achieve fiber-like structures suitable for use in nerve regeneration.", "label": "Hyponym-of", "metadata": {"id": "S0168365912006207", "spans": [316, 331, 335, 357]}} +{"text": "once a week for 3 weeks with untargeted (SL[DXR]) or peptide-targeted SL[DXR] (5mg/kg).", "label": "Hyponym-of", "metadata": {"id": "S0168365913002848", "spans": [445, 452, 433, 443]}} +{"text": "Immunopotentiators activate innate immunity directly (for example, cytokines) or through pattern-recognition receptors (PRRs, such as those for bacterial components).", "label": "Synonym-of", "metadata": {"id": "S0168365913008766", "spans": [120, 124, 89, 118]}} +{"text": ": DNA was first added to an anionic liposome (LA, LAP1 or LAP2) and incubated for 15min at room temperature and then the peptide was added with rapid mixing and incubated at room temperature for a further 20min; Method 2 (P:D:L): the peptide was added to the DNA and incubated for 15min at room temperature and then liposome was added with rapid mixing and incubated at room temperature for a further 20min.", "label": "Synonym-of", "metadata": {"id": "S0168365913009036", "spans": [272, 291, 293, 309]}} +{"text": "2(b) by a stress\u2013inelastic displacement law of the form(13)\u03c3=ftexp(\u2212\u03f5inhwft)if(\u03f5in>0)Here", "label": "Hyponym-of", "metadata": {"id": "S0168874X1630049X", "spans": [794, 824, 749, 782]}} +{"text": "Investment casting is one of the most economical methods to produce titanium and titanium aluminide alloy products, increasing the components' integrity and mechanical properties, whilst reducing material waste and machining cost [1].", "label": "Hyponym-of", "metadata": {"id": "S0254058415001212", "spans": [268, 292, 314, 328]}} +{"text": "From this study where a commercial Al\u201312Si alloy was inoculated with different level of Nb+B addition to assess the grain refining potency of Nb+B inoculation it can be concluded that in-situ formed Nb-based intermetallics compounds are potent heterogeneous nucleation substrates with high potency for the refinement of Al\u2013", "label": "Hyponym-of", "metadata": {"id": "S025405841530136X", "spans": [199, 232, 244, 279]}} +{"text": "Conversely, the versatility of simplified (approximate) methods, such as the interaction factor approach that allows capturing the (e.g., vertical) displacements of any general pile group by the analysis of the displacement interaction between two identical piles and by the use of the elastic principle of superposition of effects, makes them attractive as design tools because they allow for the use of expedient parametric studies under various design conditions.", "label": "Hyponym-of", "metadata": {"id": "S0266352X16301550", "spans": [759, 786, 698, 745]}} +{"text": "The correlated response methods were performed with an all-electron atomic natural orbital (ANO) basis set contracted to 6s5p4d3f1g on manganese, [47] together with the cc-pVTZ basis set on the oxygen atoms.", "label": "Synonym-of", "metadata": {"id": "S0301010414003115", "spans": [368, 390, 392, 395]}} +{"text": "Arrays of TFTs and circuits were fabricated on precleaned, 5cm\u00d75cm, 125\u03bcm thick polyethylene naphthalate (PEN) substrates (Dupont-Teijin).", "label": "Synonym-of", "metadata": {"id": "S0301010414003516", "spans": [80, 104, 106, 109]}} +{"text": "For a model Hamiltonian to correctly approximate the eigenvectors of the true Hamiltonian it has to span the totally symmetric irreducible representation (IrRep) of the point groups the molecule belongs to, at the appropriate symmetric geometries [7].", "label": "Synonym-of", "metadata": {"id": "S0301010415002256", "spans": [782, 808, 810, 815]}} +{"text": "We follow a sample average approximation approach (SAA) which uses this framework.", "label": "Synonym-of", "metadata": {"id": "S0305054816300867", "spans": [927, 964, 966, 969]}} +{"text": "We propose a modeling approach which considers collaboration processes as the evolution of a network of collaborative documents along with a social network of collaborators.", "label": "Hyponym-of", "metadata": {"id": "S0306437913000768", "spans": [324, 418, 293, 316]}} +{"text": "For example, heart rate variability (HRV) has in itself provided a major topic of discussion.", "label": "Synonym-of", "metadata": {"id": "S0370157309002877", "spans": [285, 307, 309, 312]}} +{"text": "The PPN formalism provided a clear structure within which one could compare and assess various theories, and has been the benchmark for how theories of gravity should be evaluated ever since.", "label": "Hyponym-of", "metadata": {"id": "S0370157312000105", "spans": [695, 708, 813, 870]}} +{"text": "In contrast, the time series analysis of these systems, referred to as the inverse or \u2018top-down\u2019 approach, has not been studied in detail before.", "label": "Hyponym-of", "metadata": {"id": "S0370157314001318", "spans": [674, 694, 743, 753]}} +{"text": "[11] for Fermi transitions leading to isobaric analogue state (IAS) at 4.38 MeV in 40K\u2217. Later Ormand et al.", "label": "Synonym-of", "metadata": {"id": "S0370269304006161", "spans": [585, 608, 610, 613]}} +{"text": "Nevertheless, following L\u00fcscher [6], Abdalla, Forger and Gomes showed [7] that, in a G/H sigma model with H simple,11Here, and throughout this Letter, we shall use \u2018simple\u2019 to mean that the corresponding Lie algebra has no non-trivial ideals.", "label": "Hyponym-of", "metadata": {"id": "S0370269304006720", "spans": [588, 594, 613, 664]}} +{"text": "But this has the price of introducing a wide range of rhd neutrino masses MR\u223c1010\u20131015 which then require explanation.", "label": "Synonym-of", "metadata": {"id": "S037026930400680X", "spans": [869, 881, 849, 868]}} +{"text": "It is worth stressing at this stage that the above equation can be obtained from the effective Lagrangian (6)Leff=\u221214F\u03bc\u03bdaFa\u03bc\u03bd+M2\u2212F\u03bc\u03bdaFa\u03bc\u03bd. Spherically symmetric solutions of Eq.", "label": "Hyponym-of", "metadata": {"id": "S0370269304007208", "spans": [986, 1010, 1014, 1042]}} +{"text": "Elementary interactions, happening in parallel, correspond to underlying microscopic (predominantly soft) parton cascades and are described effectively as phenomenological soft pomeron exchanges.", "label": "Hyponym-of", "metadata": {"id": "S0370269304007439", "spans": [488, 536, 570, 609]}} +{"text": "The interaction of the leading prehadrons during the formation time could be interpreted as an in-medium change of the fragmentation function, which however could not be given in a closed form.", "label": "Synonym-of", "metadata": {"id": "S0370269304007695", "spans": [627, 690, 718, 764]}} +{"text": "For the inclusive J/\u03c8 productions, the cross section is much larger than the predictions of nonrelativistic quantum chromodynamics (NRQCD) [4]; there is also an over-abundance of the four-charm\u2013quark processes including the exclusive J/\u03c8 and charmonium productions; there is no apparent signal in the hard J/\u03c8 spectrum which has been predicted by the J/\u03c8gg production mode as well as the color-octet mechanism in NRQCD.", "label": "Hyponym-of", "metadata": {"id": "S0370269304007749", "spans": [822, 862, 781, 807]}} +{"text": "Instead, hybrid mesons (qq\u0304gn) may be a better place to search for evidence of resonances outside the constituent quark model, especially since the lightest of theses states are predicted to have exotic quantum numbers of spin, parity, and charge conjugation, JPC, that is, combinations that are unattainable by regular qq\u0304-mesons.", "label": "Hyponym-of", "metadata": {"id": "S0370269304007798", "spans": [710, 715, 695, 708]}} +{"text": "We apply different unintegrated gluon distributions (uGDF) used in the literature.", "label": "Synonym-of", "metadata": {"id": "S0370269304008305", "spans": [128, 160, 162, 166]}} +{"text": "We investigate the density behavior of the symmetry energy with respect to isospin equilibration in the combined systems Ru(Zr)+Zr(Ru) at relativistic energies of 0.4 and 1.528A GeV.", "label": "Hyponym-of", "metadata": {"id": "S0370269304008792", "spans": [121, 134, 104, 120]}} +{"text": "At one extreme where no correlations and therefore no redundancy are present (Poissonian sequence), there is no possibility of detecting one missing level.", "label": "Hyponym-of", "metadata": {"id": "S0370269304008809", "spans": [356, 411, 413, 432]}} +{"text": "Indeed, it was found in the leading logarithmic approximation (LLA) [10], that the so-called quasi-partonic operators in N=1 SYM are unified in supermultiplets with anomalous dimensions obtained from universal anomalous dimensions \u03b3uni(j) by shifting its arguments by an integer number.", "label": "Synonym-of", "metadata": {"id": "S0370269304008858", "spans": [235, 268, 270, 273]}} +{"text": "The quark\u2013gluon mixed condensate \u3008s\u0304gs\u03c3\u00b7Gs\u3009, which was the important contribution in the \u0398+ sum rule, is replaced by gluonic operators in the heavy quark expansion that are normally suppressed.", "label": "Hyponym-of", "metadata": {"id": "S0370269304008974", "spans": [690, 698, 660, 688]}} +{"text": "Very recently, the hard-spectator contribution arising from the chromomagnetic operator O8 have also been calculated in next-to-next-to-leading order (NNLO) in \u03b1s showing that the spectator interactions factorize in the heavy quark limit [21].", "label": "Synonym-of", "metadata": {"id": "S0370269304008998", "spans": [1404, 1432, 1435, 1439]}} +{"text": "According to a general theorem [14], in order to determine the parity of one particle in a binary reaction one has to know polarizations at least of two fermions participating in this reaction.", "label": "Synonym-of", "metadata": {"id": "S0370269304009013", "spans": [291, 304, 203, 218]}} +{"text": "In the mean field approximation, the Dirac equation for the quark in infinite quark matter is written as: (30)i\u03b3\u00b7\u2202\u2212m\u2212Vqs\u2212\u03b30Vqv\u03c8QMq(x)=0.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009025", "spans": [1147, 1200, 1216, 1245]}} +{"text": "The present study can be straightforwardly generalized to charmed baryons (\u039bc), which may serve as a complimentary probe for charm-quark reinteractions in the QGP.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009037", "spans": [1097, 1104, 1132, 1151]}} +{"text": "One of the challenges in quantum chromodynamics (QCD) is the relativistic bound state problem.", "label": "Synonym-of", "metadata": {"id": "S0370269304009049", "spans": [25, 47, 49, 52]}} +{"text": "Especially interesting is the isotropic infrared and optical background (IRB).", "label": "Synonym-of", "metadata": {"id": "S0370269304009062", "spans": [133, 174, 176, 179]}} +{"text": "The ART model is a hadronic transport model that includes baryons such as N, \u0394(1232), N\u2217(1440), N\u2217(1535), \u039b, \u03a3, and mesons such as \u03c0, \u03c1, \u03c9, \u03b7, K, K\u2217. Both elastic and inelastic collisions among most of these particles are included by using the experimental data from hadron\u2013hadron collisions.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009086", "spans": [143, 144, 116, 122]}} +{"text": "However, as shown in [15], the brane always crosses the inner horizon of the bulk geometry, creating an instability.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009104", "spans": [658, 704, 718, 729]}} +{"text": "Sezgin (Minkowski)4\u00d7S2 ground state among all non-singular solutions with a four-dimensional Poincar\u00e9, de Sitter or anti-de Sitter symmetry.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009116", "spans": [155, 191, 98, 153]}} +{"text": "They were originally believed to be signals of the so-called T-odd fragmentation functions [5], in particular, of the Collins function [6\u201312].", "label": "Hyponym-of", "metadata": {"id": "S0370269304009141", "spans": [342, 358, 285, 314]}} +{"text": "We present a bulk Higgs model corresponding to the non-singular solution.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009177", "spans": [773, 789, 811, 832]}} +{"text": "In the present approach, the parity of the pentaquark is given by P=(\u2212)\u2113+1, where \u2113 is the angular momentum associated with the relative coordinates of the q4 subsystem.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009189", "spans": [342, 366, 379, 387]}} +{"text": "Another interesting case is the singlet deformation [10,11], where the deformation parameters belongs to the singlet representation of the R-symmetry group SU(2)R.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009220", "spans": [370, 376, 353, 369]}} +{"text": "Recently, example of such singularity has been presented by Barrow, we found another example of it.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009232", "spans": [256, 286, 198, 225]}} +{"text": "In this region the rare decay H\u2192\u03b3\u03b3 is the most interesting alternative to the usual decay channels.", "label": "Synonym-of", "metadata": {"id": "S0370269304009268", "spans": [1136, 1146, 1147, 1151]}} +{"text": "In such a scenario, a background solution with an effective spacetime dimension d>4 should be expected to be a false vacuum where the propagators for the dynamical fields are ill-defined, lest a low energy effective theory could exist in dimensions higher than four.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009335", "spans": [849, 852, 819, 848]}} +{"text": "Very recently a proposal has been made to treat the spectral fluctuations \u03b4n as discrete time series [11].", "label": "Hyponym-of", "metadata": {"id": "S0370269304009347", "spans": [522, 542, 494, 515]}} +{"text": "As a result the b\u00af\u2192s\u00af and b\u00af\u2192d\u00af decays are not really related by SU(3) in the SM if the final state involves an \u03b7 or \u03b7\u2032. We therefore consider instead the vector meson \u03d5 which is essentially a pure (ss\u00af) quark state.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009359", "spans": [938, 939, 925, 937]}} +{"text": "If signals suggesting supersymmetry (SUSY) are discovered at the LHC then it will be vital to measure the spins of the new particles to demonstrate that they are indeed the predicted super-partners.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009530", "spans": [183, 197, 123, 132]}} +{"text": "The full Salpeter equation is a relativistic equation describing a bound state.", "label": "Hyponym-of", "metadata": {"id": "S0370269304009657", "spans": [137, 154, 160, 181]}} +{"text": "The three point vector-pseudo scalar interaction is given by (11)ih4\u3008V\u03bc(P\u2202\u03bcP\u2212\u2202\u03bcPP)\u3009, where h stands for the vector-pseudoscalar coupling.", "label": "Synonym-of", "metadata": {"id": "S0370269304009803", "spans": [346, 364, 297, 329]}} +{"text": "However, significant reaction barriers (0.593\u20131.118 eV) for the O2 molecule on the cluster are identified on different adsorption sites, nevertheless, these reaction paths are spin forbidden reactions according to Winger\u02bcs spin selection rule.", "label": "Hyponym-of", "metadata": {"id": "S0375960112002885", "spans": [403, 417, 372, 401]}} +{"text": "Later, ternary chalcogenide (BixSb1\u2212x)2Te3 [4,5], which has similar tetradymite structure to the parent compounds Bi2Te3 and Sb2Te3, was predicted by ab initio calculations and confirmed by ARPES measurements as a tunable topological insulator whose Fermi energy and carrier density can be adjusted via changing the Bi/Sb composition ratio with stable topological surface state for the entire composition range.", "label": "Hyponym-of", "metadata": {"id": "S0375960113004908", "spans": [439, 453, 418, 438]}} +{"text": "In the molecules of methanol masers (CH3OH)", "label": "Synonym-of", "metadata": {"id": "S0375960113006725", "spans": [564, 569, 547, 562]}} +{"text": "[1] use this algorithm to show quantum walk search to be fundamentally more effective than classical random walk search by presenting a class of graphs (the GT graphs) that force classical random walks to make exponentially many queries to an oracle encoding the structure of the graph, but that are traversable by quantum walks with a polynomial number of queries to such an oracle.", "label": "Hyponym-of", "metadata": {"id": "S0375960113010839", "spans": [394, 403, 373, 388]}} +{"text": "The wave eventually collapses as these electrons damp the wave (the wave \u2018breaks\u2019).", "label": "Synonym-of", "metadata": {"id": "S0375960115005630", "spans": [707, 720, 678, 701]}} +{"text": "Many different methods for measuring the tack have been devised with the four main ones being the rolling ball, loop tack, quick stick and probe tack tests [9].", "label": "Hyponym-of", "metadata": {"id": "S0377025714001931", "spans": [757, 767, 768, 773]}} +{"text": "The second system is a commercial silicone dielectric gel (SDG) which is used in the production of electronic products created by industrial printing processes.", "label": "Synonym-of", "metadata": {"id": "S0377025714002213", "spans": [297, 331, 333, 336]}} +{"text": "FTMS may overcome these limitations, but is unsuitable for markedly strain sensitive materials, such as fibrin gels, due to the strain amplitude of the composite waveform exceeding the linear viscoelastic range (LVR)", "label": "Hyponym-of", "metadata": {"id": "S0377025715000051", "spans": [1193, 1204, 1148, 1183]}} +{"text": "Rheological measurements were performed with an ARES rheometer at shear rates up to 15s\u22121 and with a piezo axial vibrator [21] (PAV) at frequencies up to 6kHz.", "label": "Synonym-of", "metadata": {"id": "S0377025715000993", "spans": [223, 226, 196, 216]}} +{"text": "We have evaluated the performance of this approach using the proposed framework which embodies a set of well known metaheuristics with different configurations as agents on two problem domains, Permutation Flow-shop Scheduling and Capacitated Vehicle Routing.", "label": "Synonym-of", "metadata": {"id": "S0377221716300984", "spans": [700, 719, 721, 785]}} +{"text": "Future work may consider investigating whether the algorithm would be as successful or not in solving variants of the MPSP that include more operational constraints, such as variable cut-off grade, grade blending, and stockpiling, as it is in solving the \u201cclassical\u201d variant considered in this paper.", "label": "Hyponym-of", "metadata": {"id": "S0377221716301357", "spans": [322, 333, 245, 268]}} +{"text": "In different specifications we consider the cases of one vs. multiple price zones (market splitting) and analyze different approaches to recover network cost\u2014in particular lump sum, generation capacity based, and energy based fees.", "label": "Hyponym-of", "metadata": {"id": "S0377221716301904", "spans": [594, 619, 549, 569]}} +{"text": "Consequently, in order to provide an improved overall description of the fluid-phase equilibria at the conditions of interest, refinements have been made to the unlike parameters presented in the previous study [129] relating to the interactions between H2O and the alkyl groups, CH3 and CH2, namely \u03f5CH3,H2O, \u03f5CH2,H2O and \u03bbCH3,H2O, \u03bbCH2,H2O.", "label": "Hyponym-of", "metadata": {"id": "S0378381215300674", "spans": [1336, 1347, 1322, 1334]}} +{"text": "Previously, beginning with the first paper on unusual hydrates of tetrabutylammonium salts in 1940 [31], a number of studies could be found on ionic clathrate hydrates (hereafter, semiclathrate hydrates) [32\u201335] before the unified terminology semiclathrate hydrate was generally accepted.", "label": "Synonym-of", "metadata": {"id": "S0378381215301291", "spans": [346, 368, 309, 333]}} +{"text": "Models such as FiRECAM", "label": "Hyponym-of", "metadata": {"id": "S0379711213001653", "spans": [169, 176, 154, 160]}} +{"text": "SCE was the most suitable algorithm.", "label": "Hyponym-of", "metadata": {"id": "S0379711215000223", "spans": [1338, 1341, 1364, 1373]}} +{"text": "Social network gaming, which refers to playing games that are connected to social networking services (SNS) directly, or through mobile applications (apps), is a popular online activity.", "label": "Synonym-of", "metadata": {"id": "S074756321630348X", "spans": [129, 148, 150, 154]}} +{"text": "This fact makes the DNNs particularly suitable for real-time applications because, unlike other approaches (i.e. i-vectors), we can potentially make a decision about the language at each new frame.", "label": "Hyponym-of", "metadata": {"id": "S088523081530036X", "spans": [349, 358, 326, 342]}} +{"text": "Both the characteristic frequencies of simulated signal and the fault frequencies of practical rolling bearing signal can be extracted from the same order of IMF groups, thus showing that multivariate EMD is an effective signal decomposition algorithm and can be competently applied to fault diagnosis of rolling bearings when combined with a multiscale reduction method and fault correlation factor analysis.", "label": "Hyponym-of", "metadata": {"id": "S0888327016300048", "spans": [840, 856, 873, 903]}} +{"text": "The nonparametric approach is often referred to as frequency-domain Volterra system identification and is based on the observation that the Volterra model of nonlinear systems is linear in terms of the unknown Volterra kernels, which, in the frequency domain, corresponds to a linear relation between the output frequency response and linear, quadratic, and higher order GFRFs.", "label": "Hyponym-of", "metadata": {"id": "S0888327016302333", "spans": [358, 380, 405, 452]}} +{"text": "Moreover, in PB compilation of the boolean formulas is performed using (RO)BDDs, while ProbLog can use a wider range of decision diagrams, e.g. sentential decision diagrams (SDD), deterministic, decomposable negation normal form (d-DNNF).", "label": "Hyponym-of", "metadata": {"id": "S0888613X16301062", "spans": [547, 575, 523, 540]}} +{"text": "(2013) evaluates a variant of PSR (in that work referred to as scale-adaptive [SA]), which includes curvature-dependent polygonization (e.g. increasing/decreasing the size of triangles according to the local curvature)", "label": "Synonym-of", "metadata": {"id": "S0895611116300684", "spans": [325, 359, 366, 442]}} +{"text": "Recently, research on thermal\u2013mechanical analysis of P91 has been carried out including the characterisation of the cyclic behaviour of the material using the two-layer and unified visco-plasticity models [3,4].", "label": "Synonym-of", "metadata": {"id": "S0927025612000249", "spans": [759, 762, 842, 854]}} +{"text": "Therefore, the current model is a modification of the previous model using a linearized phase diagram, and no online call of thermodynamic data is necessary.", "label": "Hyponym-of", "metadata": {"id": "S092702561300267X", "spans": [842, 855, 861, 928]}} +{"text": "Due to the complex nature of the thermal spray process, modelling has been playing a key role in providing some key insights for process design and operations.", "label": "Hyponym-of", "metadata": {"id": "S092702561300760X", "spans": [56, 65, 97, 158]}} +{"text": "Structural adhesives are increasingly used for bonding components within critical load bearing engineering structures such as aerospace and automotives.", "label": "Hyponym-of", "metadata": {"id": "S0927025614007137", "spans": [140, 151, 73, 117]}} +{"text": "The use of advanced machine learning methods such as deep neural networks and muscles synergies extraction should also be investigated on problems under the influence of multiple dynamic factors as such methods may provide substantial improvements upon the utilized time-and-frequency EMG feature extraction methods (Diener, Janke, & Schultz, 2015; Ison, Vujaklija, Whitsell, Farina, & Artemiadis, 2016; Park & Lee, 2016).", "label": "Hyponym-of", "metadata": {"id": "S0957417416302561", "spans": [236, 264, 169, 202]}} +{"text": "In an N-dimensional vector space, the simplest version of PCA (linear PCA) is a technique that finds the mutually-uncorrelated vectors onto which the projection of the samples generates the highest variances.", "label": "Hyponym-of", "metadata": {"id": "S0957417416303773", "spans": [292, 302, 263, 290]}} +{"text": "EM sensors have also measured the levels of decarburisation (variation in ferrite content with depth) in steel rod [9,10].", "label": "Hyponym-of", "metadata": {"id": "S0963869514000863", "spans": [683, 698, 700, 739]}} +{"text": "Evolutionary algorithms, such as genetic population (Jomier et al., 2006; Rivest-Henault et al., 2012; Ruijters et al., 2009), are considered as a strategy that is \u201cless likely to get stuck in a local optimum\u201d (Ruijters et al., 2009).", "label": "Hyponym-of", "metadata": {"id": "S1361841516300342", "spans": [128, 146, 95, 118]}} +{"text": "Supplementary material to this paper includes a document with a description of the dataset as a whole, a document containing the complete survey instrument, and two data files containing the results and an associated codebook (see Section 4.3).", "label": "Hyponym-of", "metadata": {"id": "S1364815216303541", "spans": [854, 880, 725, 747]}} +{"text": "Isogeometric analysis (IGA) is a numerical simulation method which is directly based on the NURBS-based representation of CAD models.", "label": "Hyponym-of", "metadata": {"id": "S1524070312000380", "spans": [33, 60, 92, 132]}} +{"text": "In data mining, the notion of locality is often given as distance between data values (given a specific distance metric such as Euclidean distance).", "label": "Hyponym-of", "metadata": {"id": "S1566253516300252", "spans": [216, 244, 252, 305]}} +{"text": "MWSN routing protocols generally take influence from both WSN and mobile ad hoc network (MANET) routing protocols, which all share common limitations, such as bandwidth, power and cost.", "label": "Synonym-of", "metadata": {"id": "S1570870516301822", "spans": [66, 87, 89, 94]}} +{"text": "The following database collections were examined as possible sources for the corpus: the Emotional Movie Database (EMDB) [19], and Film Stim [20].", "label": "Hyponym-of", "metadata": {"id": "S1875952116300209", "spans": [346, 355, 229, 249]}} +{"text": "Aspect-oriented Programming (AOP) can well solve the cross-cutting concerns.", "label": "Synonym-of", "metadata": {"id": "S2212667812000032", "spans": [29, 32, 0, 27]}} +{"text": "According to the shortcomings of long time and big errors about the moving plate recognition system, we present the moving plate recognition algorithm based on principal component analysis(PCA) color extraction.", "label": "Synonym-of", "metadata": {"id": "S2212667812000664", "spans": [189, 192, 160, 188]}} +{"text": "With the development of sport normal students in china, Some ideas to teaching and learning that view learning as a simple process of knowledge have become outdated and ineffective, therefore, In order to improving the quality of teaching and learning on sport normal students in china, this author discussed some factors on promoting the level of teaching and learning for sport normal students, such as implementation principle, curriculum design, education policy, and so on.", "label": "Hyponym-of", "metadata": {"id": "S2212667812000780", "spans": [431, 448, 314, 369]}} +{"text": "Lettered words have become an indispensable part of Chinese vocabulary, such as WTO, Ka la OK and MP3.", "label": "Hyponym-of", "metadata": {"id": "S2212667812000822", "spans": [358, 361, 330, 348]}} +{"text": "The algorithms employ AI techniques such as semantic networks to produce verbal questions.", "label": "Hyponym-of", "metadata": {"id": "S2212667812000937", "spans": [224, 241, 202, 215]}} +{"text": "The Linear Temporal First-Order Logic (LTL-FO) formulas over inputs, states, outputs and actions are used to express the properties to be verified.", "label": "Synonym-of", "metadata": {"id": "S221266781300018X", "spans": [280, 286, 245, 278]}} +{"text": "Evolutionary Algorithms are the stochastic optimization methods, simulating the behavior of natural evolution.", "label": "Hyponym-of", "metadata": {"id": "S2212667813000774", "spans": [0, 23, 32, 63]}} +{"text": "Based on the classification scale method (CSM), after the target tight sandstones are classified into two types, the relationship between core porosity and permeability is established for every type of formations, and the corresponding permeability estimation models are established.", "label": "Synonym-of", "metadata": {"id": "S2212667813001068", "spans": [461, 464, 432, 459]}} +{"text": "For high performance rotated face detection, the multiple-MCT(Modified Census Transform) architecture, which is robust against lighting change, was used.", "label": "Synonym-of", "metadata": {"id": "S2212667814000070", "spans": [191, 216, 187, 190]}} +{"text": "We use an educational platform vAcademia as a test bed for the project, and focus on improving the learning process and, subsequently \u2013 the outcomes.", "label": "Hyponym-of", "metadata": {"id": "S2212667814000264", "spans": [168, 177, 147, 167]}} +{"text": "The paper presents the results of studies of the effect of multiwalled carbon nanotubes 18-20nm in concentrations of 1 and 10mg / ml for diatoms Pseudo-nitzschia pungens (clone PP-07) and golden alga", "label": "Hyponym-of", "metadata": {"id": "S2212667814000690", "spans": [171, 182, 145, 169]}} +{"text": "To improve the course of the reaction, natural catalysts \u2013 calcite, coal char (unburned residues from coal) and modified olivine", "label": "Synonym-of", "metadata": {"id": "S2212667814000756", "spans": [451, 460, 462, 489]}} +{"text": "Several inorganic flocculating agents, including FeSO4, Al2(SO4)3, FeCl3 and an organic coagulant aid PAM, were used to treat the wastewater from domestic anima and poultry breeding in this paper.", "label": "Hyponym-of", "metadata": {"id": "S221266781400080X", "spans": [56, 66, 8, 37]}} +{"text": "Design semantics is the annotation of form and the reflection of its symbolic meaning, which means it is an explanation of the deposited human cultural spirit.", "label": "Hyponym-of", "metadata": {"id": "S2212667814000951", "spans": [137, 153, 161, 222]}} +{"text": "Improving as well as evaluating the performance of High Performance Computing (HPC) applications by migrating them to Cloud environments are widely considered as critical issues in the field of high performance and Cloud computing.", "label": "Synonym-of", "metadata": {"id": "S2212667814001208", "spans": [51, 77, 79, 82]}} +{"text": "The algorithm is based on the spreading activation scheme applied to the graphs dynamically built on the basis of the text words and a large wordnet.", "label": "Hyponym-of", "metadata": {"id": "S221266781400121X", "spans": [117, 126, 143, 170]}} +{"text": "Sentence reduction is one of approaches for text summarization that has been attracted many researchers and scholars of natural language processing field.", "label": "Hyponym-of", "metadata": {"id": "S2212667814001245", "spans": [0, 18, 44, 62]}} +{"text": "In most cases, the number of users in a Knowledge Management System (KMS) is very large, and they are from varied departments, even other companies.", "label": "Synonym-of", "metadata": {"id": "S2212667814001294", "spans": [122, 149, 151, 154]}} +{"text": "The Exponential Time Differencing (ETD) technique requires minimum stages to obtain the requiredaccurateness, which suggests an efficient technique relatingto computational duration thatensures remarkable stability characteristicsupon resolving nonlinear wave equations.", "label": "Synonym-of", "metadata": {"id": "S2212667814001348", "spans": [144, 173, 175, 178]}} +{"text": "Then, based on these three objectives (time, cost, and quality), a contractor selection problem is converted to an optimization problem.", "label": "Hyponym-of", "metadata": {"id": "S2212667814001361", "spans": [459, 469, 477, 481]}} +{"text": "Recently, a network virtualization technology has attracted considerable attention as one of new generation network technologies.", "label": "Hyponym-of", "metadata": {"id": "S2212667814001464", "spans": [93, 128, 12, 45]}} +{"text": "Although Cloud Computing has not yet reached the level of maturity expected by its customers, and that the problems of confidentiality, integrity, reliability and consistency (CIRC) are still open, the researchers in this field have already considered a future cloud strategy which aims: a better QoS, reliability and high availability, it is the Multi-Clouds, Cloud of Clouds or Interclouds.", "label": "Synonym-of", "metadata": {"id": "S2212667814001476", "spans": [287, 342, 344, 348]}} +{"text": "In this paper, adaptive beamforming techniques for smart antennas based upon Least Mean Squares (LMS), Sample Matrix Inversion (SMI), Recursive Least Squares (RLS) and Conjugate Gradient Method (CGM) are discussed and analyzed.", "label": "Synonym-of", "metadata": {"id": "S221266781400149X", "spans": [168, 193, 195, 198]}} +{"text": "Video-oculography (VOG) is one of eye movement measurement methods.", "label": "Hyponym-of", "metadata": {"id": "S2212671612000613", "spans": [34, 66, 0, 17]}} +{"text": "This paper make the explained variables our financial stress index consist of the synchronous variables financial systemic risk, and make the explanatory variables the macroeconomic variable, currency credit variable, asset price variable and the macroeconomic variable of correlative economic powers, then use stepwise regression method to establish the financial systemic risk best predict equation, thus set up the reasonable and practical financial systemic risk early-warning index system; besides, use the best prediction equations predicts the financial systemic risk status in 2011.", "label": "Hyponym-of", "metadata": {"id": "S2212671612000686", "spans": [407, 493, 341, 400]}} +{"text": "Given that, we determine the characteristic of the holding furnace based on weight percent (wt %) of the certain alloys and their elements.", "label": "Synonym-of", "metadata": {"id": "S2212671612001291", "spans": [237, 251, 253, 257]}} +{"text": "Our country is rich of line galloping, there are many important galloping data failed to collect systematically and completely because there is no unified management platform.", "label": "Synonym-of", "metadata": {"id": "S2212671612001497", "spans": [23, 37, 64, 73]}} +{"text": "A fuzzy-Hammerstein model predictive control method is proposed for a continuous stirred-tank reactor (CSTR).", "label": "Synonym-of", "metadata": {"id": "S221267161200162X", "spans": [70, 101, 103, 107]}} +{"text": "The algorithm includes two steps: model building and tool path generation.", "label": "Hyponym-of", "metadata": {"id": "S2212671612001709", "spans": [142, 162, 93, 102]}} +{"text": "This paper proposes a new form of high dimensional model representation (HDMR) by utilizing the support vector regression (SVR), termed as adaptive SVR-HMDR, to conquer this dilemma.", "label": "Synonym-of", "metadata": {"id": "S221267161200176X", "spans": [178, 227, 295, 312]}} +{"text": "Metal\u2013intermetallic laminated (MIL) composites are fabricated upon reaction sintering of titanium and aluminum foils of various thicknesses.", "label": "Synonym-of", "metadata": {"id": "S2212671612001783", "spans": [0, 29, 31, 34]}} +{"text": "For providing the government with effective monitoring of the trends of the economic variables in the future and good reference for developing a reasonable policy, in this paper, we establish a time series model on China's Foreign Direct Investment (FDI) by using wavelet analysis and intervention analysis and time series analysis and predict the trend of FDI in the next several years.", "label": "Synonym-of", "metadata": {"id": "S221267161200220X", "spans": [223, 248, 250, 253]}} +{"text": "For enhancing the performance of the Otsu algorithm further, in this work, an improved median-based Otsu image thresholding algorithm is presented.", "label": "Hyponym-of", "metadata": {"id": "S2212671612002338", "spans": [533, 579, 483, 497]}} +{"text": "A transformation matrix which can express the relationship between an object point and its image by the refraction of prism was derived based on geometrical optics, and a mathematical model was introduced which can denote the position of prism with arbitrary faces only by 7 parameters.", "label": "Hyponym-of", "metadata": {"id": "S2212671612002351", "spans": [305, 310, 284, 296]}} +{"text": "In this paper, we introduce and analyze of semantic reasoning tools such as Jena.", "label": "Hyponym-of", "metadata": {"id": "S2212671612002375", "spans": [408, 412, 375, 399]}} +{"text": "The poly-blocks are fire-resistant blocks and have an excellent capability to absorb, mitigate and reflect a wide range of noises with unmatched frequency of reflective noise.", "label": "Hyponym-of", "metadata": {"id": "S221450951530005X", "spans": [680, 691, 696, 717]}} +{"text": "Faults in the connections of stirrups to the longitudinal bars, unstaggered formation of stirrup hooks in beams and columns, the perpendicular angles of the hooks, inadequately anchorage lengths of the stirrup hooks and longitudinal bars, and the use of cold joints were the other frequently encountered workmanship defects (Figs.", "label": "Hyponym-of", "metadata": {"id": "S2214509515300103", "spans": [701, 721, 876, 895]}} +{"text": "We also demonstrate how this porosity structure changes after Hot Isostatic Pressing (HIP) treatment of the same sample.", "label": "Synonym-of", "metadata": {"id": "S2214657115000155", "spans": [1349, 1371, 1373, 1376]}} +{"text": "Aeroengine turbine disks often consist of paramagnetic, that means non-ferromagnetic Nickel based alloys.", "label": "Hyponym-of", "metadata": {"id": "S2214657115000179", "spans": [67, 104, 42, 54]}} +{"text": "If a layer has constituents that are not forming volatiles with the reactive gas, e.g. W and Be with O2, these constituents cannot be removed by TCR, as they will not be removed from the deposit.", "label": "Hyponym-of", "metadata": {"id": "S2352179114200032", "spans": [774, 790, 702, 767]}} +{"text": "It is concluded that conventional concepts and materials for plasma facing components (PFCs) reach their limits in terms of material lifetime and power exhaust at approximately 20MW/m2, which is presumably dramatically reduced to <10MW/m2 due to neutron damage in a D-T reactor [6] or even only half that value [7].", "label": "Synonym-of", "metadata": {"id": "S2352179114200056", "spans": [641, 645, 615, 639]}} diff --git a/sci_bert/common/__init__.py b/sci_bert/common/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/sci_bert/common/relation.py b/sci_bert/common/relation.py new file mode 100644 index 0000000..7f9b799 --- /dev/null +++ b/sci_bert/common/relation.py @@ -0,0 +1,26 @@ +""" + +Basic data structure and functions for relation mentions + +author: kylel@allenai.org + +""" + +from typing import * + +from sci_bert.common.span import MentionSpan, TokenSpan + +class RelationMention: + """ + A relation mention corresponds to an (ordered) tuple of entity mentions + with a label(s) and a direction implied by the order of the tuple. + """ + def __init__(self, e1: MentionSpan, e2: MentionSpan, labels: List[str], + is_symmetric: Optional[bool] = None): + self.e1 = e1 + self.e2 = e2 + self.labels = labels + self.is_symmetric = is_symmetric + + def __repr__(self): + return str((self.e1.text, tuple(self.labels), self.e2.text)) diff --git a/sci_bert/common/span.py b/sci_bert/common/span.py new file mode 100644 index 0000000..491eae6 --- /dev/null +++ b/sci_bert/common/span.py @@ -0,0 +1,325 @@ +""" + +Basic data structure and functions for manipulating spans + +author: kylel@allenai.org + +""" + +from typing import * + +class Span: + """When comparing `self` to another span `other`, there are cases: + + self other + (a) (0, 3) < (3, 5) disjoint (i.e. < and > operators) + (b) (0, 3) <= (2, 5) partial overlap (i.e. <= and >= operators) + (0, 3) <= (1, 5) + (0, 3) <= (0, 5) + (c) (1, 2) in (0, 3) (strict) subset (i.e. `in` operator) + (d) (0, 3) == (0, 3) equal + + Notice that the `stop` index is non-inclusive. + """ + def __init__(self, start: int, stop: int): + if start >= stop: + raise ValueError('Strictly start < stop') + self.start = start + self.stop = stop + + def __eq__(self, other): + return self.start == other.start and self.stop == other.stop + + def __lt__(self, other): + return self.stop <= other.start + + def __gt__(self, other): + return other.__lt__(self) + + def __le__(self, other): + # self is left of other, but not disjoint + return self.start <= other.start and self.stop < other.stop and not self < other + + def __ge__(self, other): + return other.__le__(self) + + def __repr__(self): + return str((self.start, self.stop)) + + def __len__(self): + return self.stop - self.start + + def __contains__(self, item): + """Only for strict subset, doesn't include equality""" + return item.start > self.start and item.stop < self.stop + + @classmethod + def sort_cluster_spans(cls, spans: Set['Span']) -> List[List['Span']]: + """Iterate over spans; accumulate each span in same group""" + spans: List['Span'] = sorted(spans, key=lambda s: (s.start, s.stop)) + clusters: List[Dict] = [{ + 'proxy': Span(start=spans[0].start, stop=spans[0].stop), + 'spans': [spans[0]] + }] + for span in spans[1:]: + # if this span is disjoint from the previous spans, start new cluster + if span > clusters[-1]['proxy']: + clusters.append({ + 'proxy': Span(start=span.start, stop=span.stop), + 'spans': [span] + }) + # otherwise, add to previous group + else: + clusters[-1]['spans'].append(span) + clusters[-1]['proxy'] = Span(start=clusters[-1]['proxy'].start, + stop=max(clusters[-1]['proxy'].stop, span.stop)) + return [cluster['spans'] for cluster in clusters] + + def to_json(self) -> Dict: + return { + 'start': self.start, + 'stop': self.stop + } + + +class TokenSpan(Span): + def __init__(self, start: int, stop: int, text: str): + super().__init__(start, stop) + self.text = text + + def __repr__(self): + return str((self.start, self.stop, self.text)) + + def to_json(self) -> Dict: + return { + 'start': self.start, + 'stop': self.stop, + 'text': self.text + } + + @classmethod + def find_sent_token_spans(cls, text: str, sent_tokens: List[List[str]]) -> List[List['TokenSpan']]: + """ + Given text and its tokenization, associate with each token a span + that indexes characters from the original text + + text before tokenization: + 'Hi, this is.' + tokens and their associated char-level spans: + Hi -> (0,2) + , -> (2,3) + this -> (4,8) + is -> (9,11) + . -> (11,12) + where span ends are non-inclusive + + This should work for arbitrary tokenization (even sub-word tokenization), + as long as non-whitespace characters never disappear after tokenization. + """ + + # assertion should fail if any tokens are whitespace, which can happen like: + # text = "This is too much white space ." + assert ''.join([char.strip() for char in text.strip()]) == ''.join([token for tokens in sent_tokens for token in tokens]) + sent_spans = [] + index_char_in_text = 0 + for tokens in sent_tokens: + token_spans, index_char_in_text = TokenSpan._find_token_spans(text, tokens, index_char_in_text) + sent_spans.append(token_spans) + return sent_spans + + @classmethod + def _find_token_spans(cls, text: str, tokens: List[str], index_char_in_text: int) -> Tuple[List['TokenSpan'], int]: + """Private method to process each sentence in `_find_sent_token_spans()`""" + token_spans = [] + for token in tokens: + # skip whitespace + while text[index_char_in_text].strip() == '': + index_char_in_text += 1 + + # remember start of span + start = index_char_in_text + + # iterate over token characters + for char in token: + index_char_in_text += 1 + + # save span when match all characters in token + assert token == text[start:index_char_in_text] + token_span = TokenSpan(start=start, stop=index_char_in_text, text=token) + token_spans.append(token_span) + + return token_spans, index_char_in_text + + +class MentionSpan(Span): + def __init__(self, start: int, stop: int, text: str, entity_types: List[str], entity_id: str): + super().__init__(start, stop) + self.text = text + self.entity_types = entity_types + self.entity_id = entity_id + + def __repr__(self): + return str((self.start, self.stop, self.text)) + + def to_json(self) -> Dict: + return { + 'start': self.start, + 'stop': self.stop, + 'text': self.text, + 'entity_types': self.entity_types, + 'entity_id': self.entity_id + } + + def __hash__(self): + """This is more strict than equality, which is inhereted from `Span.__eq__` + + e.g. + MentionSpan(0, 1, '', [], '') == MentionSpan(0, 1, 'abc', [], 'abc') is True + hash(MentionSpan(0, 1, '', [], '')) == hash(MentionSpan(0, 1, 'abc', [], 'abc')) is False + """ + return hash((self.start, self.stop, self.text, tuple(self.entity_types), self.entity_id)) + + +def label_sent_token_spans(sent_token_spans: List[List[TokenSpan]], + mention_spans: List[MentionSpan]) -> List[List[str]]: + """ + `sent_token_spans` is a list of sentences, where each sentence is a list of token spans + `mention_spans` is a single list of mention spans + + Assumes both of these are properly sorted (sentences & tokens) & disjoint in their tokens. + + Returns BIO labels for each sentence, for each token, matching structure of `sent_token_spans` + """ + assert _is_proper_sents(sent_token_spans) + + # align mention spans with sentences + sent_mention_spans = _match_mention_spans_to_sentences(sent_token_spans, mention_spans) + assert _is_proper_sents([s for s in sent_mention_spans if len(s) > 0]) + + # create labels + sent_token_labels = [] + for token_spans, mention_spans in zip(sent_token_spans, sent_mention_spans): + token_labels = _label_token_spans(token_spans, mention_spans) + sent_token_labels.append(token_labels) + return sent_token_labels + + +def _is_proper_sents(sent_spans: List[List[Span]]) -> bool: + # order of sentences + for i in range(len(sent_spans) - 1): + if not sent_spans[i][-1] < sent_spans[i + 1][0]: + return False + # proper tokens within sentences + for token_spans in sent_spans: + if not _is_proper_sent(token_spans): + return False + return True + + +def _is_proper_sent(spans: List[Span]) -> bool: + # check for sorted & disjoint tokens + return all(spans[i] < spans[i + 1] for i in range(len(spans) - 1)) + + +def _label_token_spans(token_spans: List[TokenSpan], + mention_spans: List[MentionSpan]) -> List[str]: + """Private method to process each sentence in `label_sent_token_spans()`""" + num_tokens, num_mentions = len(token_spans), len(mention_spans) + # no tokens + if num_tokens == 0: + return [] + + # no mentions + if num_mentions == 0: + return ['O'] * num_tokens + + # check mentions should be within range of tokens + assert mention_spans[0].start >= token_spans[0].start + assert mention_spans[-1].stop <= token_spans[-1].stop + + token_labels = [] + index_token, index_mention = 0, 0 + while index_token < num_tokens and index_mention < num_mentions: + token_span = token_spans[index_token] + mention_span = mention_spans[index_mention] + entity_type = mention_span.entity_types[0] + # case 1: token is left of mention (no overlap) + if token_span < mention_span: + token_labels.append('O') + index_token += 1 + # case 2: token is right of mention (no overlap) + elif token_span > mention_span: + index_mention += 1 + # case 3: token captures start of mention + elif token_span.start <= mention_span.start: + token_labels.append(f'B-{entity_type}') + index_token += 1 + # case 4: token within mention + elif token_span in mention_span: + token_labels.append(f'I-{entity_type}') + index_token += 1 + # case 5: token captures end of mention + elif token_span.stop >= mention_span.stop: + token_labels.append(f'I-{entity_type}') + index_token += 1 + index_mention += 1 + + # ran out of mentions, but label remaining tokens + while index_token < num_tokens: + token_labels.append('O') + index_token += 1 + + assert len(token_labels) == len(token_spans) + return token_labels + + +def _match_mention_spans_to_sentences(sent_token_spans: List[List[TokenSpan]], + mention_spans: List[MentionSpan]) -> List[List[MentionSpan]]: + """Private method to process `mention_spans` into sentences in `label_sent_token_spans()`""" + num_sents, num_mentions = len(sent_token_spans), len(mention_spans) + + # check mentions should all be match-able to sentences + assert mention_spans[0].start >= sent_token_spans[0][0].start + assert mention_spans[-1].stop <= sent_token_spans[-1][-1].stop + + sent_mention_spans = [] + temp = [] + index_sent, index_mention = 0, 0 + while index_sent < num_sents - 1 and index_mention < num_mentions: + mention_span = mention_spans[index_mention] + this_sent_start = sent_token_spans[index_sent][0].start + this_sent_stop = sent_token_spans[index_sent][-1].stop + next_sent_start = sent_token_spans[index_sent + 1][0].start + # if mention within this sentence, keep it + if mention_span.start >= this_sent_start and mention_span.stop <= this_sent_stop: + temp.append(mention_span) + index_mention += 1 + # if cross-sentence mention, skip it + elif mention_span.start < this_sent_stop and mention_span.stop > next_sent_start: + print(f'Mention {mention_span} crosses sentence boundary') + index_mention += 1 + # if mention not within this sentence, go to next sentence + else: + sent_mention_spans.append(temp) + temp = [] + index_sent += 1 + + # previous loop should conclude either: + # (1) sentence n-2 with mentions remaining. + # (2) earlier sentence but with no mentions remaining. + + # (1) handle final sentence's mentions + while index_mention < num_mentions: + mention_span = mention_spans[index_mention] + temp.append(mention_span) + index_mention += 1 + sent_mention_spans.append(temp) + index_sent += 1 + + # (2) handle remaining sentences without mentions + while index_sent < num_sents: + sent_mention_spans.append([]) + index_sent += 1 + + assert len(sent_mention_spans) == len(sent_token_spans) + return sent_mention_spans diff --git a/scienceie2017_scripts/README.md b/scienceie2017_scripts/README.md new file mode 100644 index 0000000..c401501 --- /dev/null +++ b/scienceie2017_scripts/README.md @@ -0,0 +1,33 @@ +# semeval2017-ScienceIE + +Scripts for SemEval 2017 ScienceIE task (Task 10). +Please contact the task organisers on the ScienceIE mailing list (scienceie@googlegroups.com) if there are any problems with using the scripts. + +Scripts contained are eval.py, for evaluating performance on the task, and util.py, for reading parsing ScienceDirect .xml files + +Update (20 October 2016): the eval.py script now performs micro averaging, not macro averaging as before, and does not print metrics for "none" anymore. Thanks to Matthew Peters (AI2) for spotting this and improving the script! + +Update (12 December 2016): there is now an additional eval_py27.py which is the same as eval.py, but for Python 2.7 instead of Python 3. + +Update (18 January 2017): synonym-of relations are now evaluated as undirected relations, i.e. the order of the arguments is not taken into account. Thanks to Makoto Miwa (Toyota Technological Institute) for pointing this out! + +Update (21 February 2017): the eval.py script now has the additional option "rels" for "remove_anno", which leads to only displaying performance for relation extraction. + + +##Requirements: +* Python 3 or Python 2.7 +* sklearn +* xml.sax + +## Script usage: +* eval.py: evaluation script. Usage: ```python eval.py ``` + * gold folder (optional): (default: "data/dev/") folder containing the gold standard files distributed by the SemEval 2017 Task 10 organisers, in .ann format. + * pred folder (optional): (default: "data_pred/dev/") folder containing the prediction files, which should be in the same format as the gold files. Note that the evaluation script ignores IDs and surface forms and only judges based on the provided character offsets. + * remove anno (optional): "rel", "types", "keys" or "" (default). This is for removing relation annotations if you want to test performance for keyphrase boundary identification and keyphrase classification only ("rel"), for removing relation and keyphrase type annotations if you want to test performance for keyphrase boundary identification only ("types"), or for removing keyphrase annotations if you want to test performance for relation extraction only ("rels"). +* util.py: script containing utilities for parsing the original ScienceDirect .xml files to obtain text only and for parsing .ann files and looking up spans in corresponding .txt files + +## References: +* SemEval task: https://scienceie.github.io/ +* .ann format: http://brat.nlplab.org/standoff.html +* sklearn: http://scikit-learn.org/ +* ScienceDirect: http://www.sciencedirect.com/ \ No newline at end of file diff --git a/scienceie2017_scripts/eval.py b/scienceie2017_scripts/eval.py new file mode 100644 index 0000000..23797c2 --- /dev/null +++ b/scienceie2017_scripts/eval.py @@ -0,0 +1,230 @@ +#!/usr/bin/python +# by Mattew Peters, who spotted that sklearn does macro averaging not micro averaging correctly and changed it + +import os +from sklearn.metrics import precision_recall_fscore_support +import sys +import copy + +def calculateMeasures(folder_gold="data/dev/", folder_pred="data_pred/dev/", remove_anno = ""): + ''' + Calculate P, R, F1, Macro F + :param folder_gold: folder containing gold standard .ann files + :param folder_pred: folder containing prediction .ann files + :param remove_anno: if set if "rel", relations will be ignored. Use this setting to only evaluate + keyphrase boundary recognition and keyphrase classification. If set to "types", only keyphrase boundary recognition is evaluated. + If set to "keys", only relations will be evaluated. + :return: + ''' + + flist_gold = os.listdir(folder_gold) + res_all_gold = [] + res_all_pred = [] + targets = [] + + if type(remove_anno) == str: + remove_anno = [remove_anno] + if "types" in remove_anno: + remove_anno.append("rel") + + for f in flist_gold: + # ignoring non-.ann files, should there be any + if not str(f).endswith(".ann"): + continue + f_gold = open(os.path.join(folder_gold, f), "r") + try: + f_pred = open(os.path.join(folder_pred, f), "r") + res_full_pred, res_pred, spans_pred, rels_pred = normaliseAnnotations(f_pred, remove_anno) + except IOError: + print(f + " file missing in " + folder_pred + ". Assuming no predictions are available for this file.") + res_full_pred, res_pred, spans_pred, rels_pred = [], [], [], [] + + res_full_gold, res_gold, spans_gold, rels_gold = normaliseAnnotations(f_gold, remove_anno) + + spans_all = set(spans_gold + spans_pred) + + for i, r in enumerate(spans_all): + if r in spans_gold: + target = res_gold[spans_gold.index(r)].split(" ")[0] + res_all_gold.append(target) + if not target in targets: + targets.append(target) + else: + # those are the false positives, contained in pred but not gold + res_all_gold.append("NONE") + + if r in spans_pred: + target_pred = res_pred[spans_pred.index(r)].split(" ")[0] + res_all_pred.append(target_pred) + else: + # those are the false negatives, contained in gold but not pred + res_all_pred.append("NONE") + + if "keys" in remove_anno: + targets = ["Hyponym-of", "Synonym-of"] + #y_true, y_pred, labels, targets + prec, recall, f1, support = precision_recall_fscore_support( + res_all_gold, res_all_pred, labels=targets, average=None) + # unpack the precision, recall, f1 and support + metrics = {} + for k, target in enumerate(targets): + metrics[target] = { + 'precision': prec[k], + 'recall': recall[k], + 'f1-score': f1[k], + 'support': support[k] + } + + # now micro-averaged + if not "types" in remove_anno: + prec, recall, f1, s = precision_recall_fscore_support( + res_all_gold, res_all_pred, labels=targets, average='micro') + metrics['overall'] = { + 'precision': prec, + 'recall': recall, + 'f1-score': f1, + 'support': sum(support) + } + else: + # just binary classification, nothing to average + metrics['overall'] = metrics['KEYPHRASE-NOTYPES'] + + print_report(metrics, targets) + return metrics + + + +def print_report(metrics, targets, digits=2): + def _get_line(results, target, columns): + line = [target] + for column in columns[:-1]: + line.append("{0:0.{1}f}".format(results[column], digits)) + line.append("%s" % results[columns[-1]]) + return line + + columns = ['precision', 'recall', 'f1-score', 'support'] + + fmt = '%11s' + '%9s' * 4 + '\n' + report = [fmt % tuple([''] + columns)] + report.append('\n') + for target in targets: + results = metrics[target] + line = _get_line(results, target, columns) + report.append(fmt % tuple(line)) + report.append('\n') + + # overall + line = _get_line(metrics['overall'], 'avg / total', columns) + report.append(fmt % tuple(line)) + report.append('\n') + + print(''.join(report)) + + +def normaliseAnnotations(file_anno, remove_anno): + ''' + Parse annotations from the annotation files: remove relations (if requested), convert rel IDs to entity spans + :param file_anno: + :param remove_anno: + :return: + ''' + res_full_anno = [] + res_anno = [] + spans_anno = [] + rels_anno = [] + + for l in file_anno: + r_g = l.strip().split("\t") + r_g_offs = r_g[1].split(" ") + + # remove relation instances if specified + if "rel" in remove_anno and r_g_offs[0].endswith("-of"): + continue + + res_full_anno.append(l.strip()) + # normalise relation instances by looking up entity spans for relation IDs + if r_g_offs[0].endswith("-of"): + arg1 = r_g_offs[1].replace("Arg1:", "") + arg2 = r_g_offs[2].replace("Arg2:", "") + for l in res_full_anno: + r_g_tmp = l.strip().split("\t") + if r_g_tmp[0] == arg1: + ent1 = r_g_tmp[1].replace(" ", "_") + if r_g_tmp[0] == arg2: + ent2 = r_g_tmp[1].replace(" ", "_") + + if r_g_offs[0] == "Synonym-of": + ent1_spl = ent1.split("_") + ent2_spl = ent2.split("_") + if ent1_spl[1] > ent2_spl[1]: + ent1_old = copy.copy(ent1) + ent1 = copy.copy(ent2) + ent2 = ent1_old + + spans_anno.append(" ".join([ent1, ent2])) + res_anno.append(" ".join([r_g_offs[0], ent1, ent2])) + rels_anno.append(" ".join([r_g_offs[0], ent1, ent2])) + + else: + spans_anno.append(" ".join([r_g_offs[1], r_g_offs[2]])) + keytype = r_g[1] + if "types" in remove_anno: + keytype = "KEYPHRASE-NOTYPES" + res_anno.append(keytype) + + + + for r in rels_anno: + r_offs = r.split(" ") + # reorder hyponyms to start with smallest index + if r_offs[0] == "Synonym-of" and r_offs[2].split("_")[1] < r_offs[1].split("_")[1]: # 1, 2 + r = " ".join([r_offs[0], r_offs[2], r_offs[1]]) + + # Check, in all other hyponym relations, if the synonymous entity with smallest index is used for them. + # If not, change it so it is. + if r_offs[0] == "Synonym-of": + for r2 in rels_anno: + r2_offs = r2.split(" ") + if r2_offs[0] == "Hyponym-of" and r_offs[1] == r2_offs[1]: + r_new = " ".join([r2_offs[0], r_offs[2], r2_offs[2]]) + rels_anno[rels_anno.index(r2)] = r_new + + if r2_offs[0] == "Hyponym-of" and r_offs[1] == r2_offs[2]: + r_new = " ".join([r2_offs[0], r2_offs[1], r_offs[2]]) + rels_anno[rels_anno.index(r2)] = r_new + + rels_anno = list(set(rels_anno)) + + res_full_anno_new = [] + res_anno_new = [] + spans_anno_new = [] + + for r in res_full_anno: + r_g = r.strip().split("\t") + if r_g[0].startswith("R") or r_g[0] == "*": + continue + ind = res_full_anno.index(r) + res_full_anno_new.append(r) + res_anno_new.append(res_anno[ind]) + spans_anno_new.append(spans_anno[ind]) + + for r in rels_anno: + res_full_anno_new.append("R\t" + r) + res_anno_new.append(r) + spans_anno_new.append(" ".join([r.split(" ")[1], r.split(" ")[2]])) + + return res_full_anno_new, res_anno_new, spans_anno_new, rels_anno + + +if __name__ == '__main__': + folder_gold = "data/dev/" + folder_pred = "data_pred/dev/" + remove_anno = "" # "", "types", "rel" or "keys" + if len(sys.argv) >= 2: + folder_gold = sys.argv[1] + if len(sys.argv) >= 3: + folder_pred = sys.argv[2] + if len(sys.argv) == 4: + remove_anno = sys.argv[3] + + calculateMeasures(folder_gold, folder_pred, remove_anno) diff --git a/scienceie2017_scripts/eval_py27.py b/scienceie2017_scripts/eval_py27.py new file mode 100644 index 0000000..446e818 --- /dev/null +++ b/scienceie2017_scripts/eval_py27.py @@ -0,0 +1,205 @@ +#!/usr/bin/python + +import os +import sys +import copy + +def calculateMeasures(folder_gold="data/dev/", folder_pred="data_pred/dev/", remove_anno = ""): + ''' + Calculate P, R, F1, Macro F + :param folder_gold: folder containing gold standard .ann files + :param folder_pred: folder containing prediction .ann files + :param remove_anno: if set if "rel", relations will be ignored. Use this setting to only evaluate + keyphrase boundary recognition and keyphrase classification. If set to "types", only keyphrase boundary recognition is evaluated. + Note that for the later, false positive + :return: + ''' + + flist_gold = os.listdir(folder_gold) + res_all_gold = [] + res_all_pred = [] + targets = [] + + for f in flist_gold: + # ignoring non-.ann files, should there be any + if not str(f).endswith(".ann"): + continue + f_gold = open(os.path.join(folder_gold, f), "r") + try: + f_pred = open(os.path.join(folder_pred, f), "r") + res_full_pred, res_pred, spans_pred, rels_pred = normaliseAnnotations(f_pred, remove_anno) + except IOError: + print(f + " file missing in " + folder_pred + ". Assuming no predictions are available for this file.") + res_full_pred, res_pred, spans_pred, rels_pred = [], [], [], [] + + res_full_gold, res_gold, spans_gold, rels_gold = normaliseAnnotations(f_gold, remove_anno) + + spans_all = set(spans_gold + spans_pred) + + for i, r in enumerate(spans_all): + if r in spans_gold: + target = res_gold[spans_gold.index(r)].split(" ")[0] + res_all_gold.append(target) + if not target in targets: + targets.append(target) + else: + # those are the false positives, contained in pred but not gold + res_all_gold.append("NONE") + + if r in spans_pred: + target_pred = res_pred[spans_pred.index(r)].split(" ")[0] + res_all_pred.append(target_pred) + else: + # those are the false negatives, contained in gold but not pred + res_all_pred.append("NONE") + + p_map, r_map, f1_map = precision_recall_fscore(res_all_gold, res_all_pred, targets) + + return p_map, r_map, f1_map + + +def precision_recall_fscore(y_true, y_pred, labels=None, average=None): + + p_map, r_map, f1_map = {}, {}, {} + tp_map, fp_map, fn_map = {}, {}, {} + for l in set(labels): + tp_map[l], fp_map[l], fn_map[l] = 0.0, 0.0, 0.0 + + for i, gold in enumerate(y_true): + pred = y_pred[i] + if gold == pred: + tp_map[gold] += 1 + elif gold == "NONE" and pred != "NONE": + fp_map[pred] += 1 + else: + fn_map[gold] += 1 + + tp_all = sum(tp_map[l] for l in set(labels)) + fp_all = sum(fp_map[l] for l in set(labels)) + fn_all = sum(fn_map[l] for l in set(labels)) + + print "\nlabel\t\tprecision\trecall\tf1" + for l in set(labels): + r_map[l] = tp_map[l] / (tp_map[l] + fn_map[l]) + p_map[l] = tp_map[l] / (tp_map[l] + fp_map[l]) + f1_map[l] = (2 * p_map[l] * r_map[l] / (p_map[l] + r_map[l])) + + print l, p_map[l], r_map[l], f1_map[l] + + r_map["all_micro"] = tp_all / (tp_all + fn_all) + p_map["all_micro"] = tp_all / (tp_all + fp_all) + f1_map["all_micro"] = (2 * p_map["all_micro"] * r_map["all_micro"] / (p_map["all_micro"] + r_map["all_micro"])) + + print "all_micro", p_map["all_micro"], r_map["all_micro"], f1_map["all_micro"] + + return p_map, r_map, f1_map + + + +def normaliseAnnotations(file_anno, remove_anno): + ''' + Parse annotations from the annotation files: remove relations (if requested), convert rel IDs to entity spans + :param file_anno: + :param remove_anno: + :return: + ''' + res_full_anno = [] + res_anno = [] + spans_anno = [] + rels_anno = [] + + for l in file_anno: + r_g = l.strip().split("\t") + r_g_offs = r_g[1].split(" ") + + # remove relation instances if specified + if remove_anno != "" and r_g_offs[0].endswith("-of"): + continue + + res_full_anno.append(l.strip()) + # normalise relation instances by looking up entity spans for relation IDs + if r_g_offs[0].endswith("-of"): + arg1 = r_g_offs[1].replace("Arg1:", "") + arg2 = r_g_offs[2].replace("Arg2:", "") + for l in res_full_anno: + r_g_tmp = l.strip().split("\t") + if r_g_tmp[0] == arg1: + ent1 = r_g_tmp[1].replace(" ", "_") + if r_g_tmp[0] == arg2: + ent2 = r_g_tmp[1].replace(" ", "_") + + if r_g_offs[0] == "Synonym-of": + ent1_spl = ent1.split("_") + ent2_spl = ent2.split("_") + if ent1_spl[1] > ent2_spl[1]: + ent1_old = copy.copy(ent1) + ent1 = copy.copy(ent2) + ent2 = ent1_old + + spans_anno.append(" ".join([ent1, ent2])) + res_anno.append(" ".join([r_g_offs[0], ent1, ent2])) + rels_anno.append(" ".join([r_g_offs[0], ent1, ent2])) + + else: + spans_anno.append(" ".join([r_g_offs[1], r_g_offs[2]])) + keytype = r_g[1] + if remove_anno == "types": + keytype = "KEYPHRASE-NOTYPES" + res_anno.append(keytype) + + + + for r in rels_anno: + r_offs = r.split(" ") + # reorder hyponyms to start with smallest index + if r_offs[0] == "Synonym-of" and r_offs[2].split("_")[1] < r_offs[1].split("_")[1]: # 1, 2 + r = " ".join([r_offs[0], r_offs[2], r_offs[1]]) + + # Check, in all other hyponym relations, if the synonymous entity with smallest index is used for them. + # If not, change it so it is. + if r_offs[0] == "Synonym-of": + for r2 in rels_anno: + r2_offs = r2.split(" ") + if r2_offs[0] == "Hyponym-of" and r_offs[1] == r2_offs[1]: + r_new = " ".join([r2_offs[0], r_offs[2], r2_offs[2]]) + rels_anno[rels_anno.index(r2)] = r_new + + if r2_offs[0] == "Hyponym-of" and r_offs[1] == r2_offs[2]: + r_new = " ".join([r2_offs[0], r2_offs[1], r_offs[2]]) + rels_anno[rels_anno.index(r2)] = r_new + + rels_anno = list(set(rels_anno)) + + res_full_anno_new = [] + res_anno_new = [] + spans_anno_new = [] + + for r in res_full_anno: + r_g = r.strip().split("\t") + if r_g[0].startswith("R") or r_g[0] == "*": + continue + ind = res_full_anno.index(r) + res_full_anno_new.append(r) + res_anno_new.append(res_anno[ind]) + spans_anno_new.append(spans_anno[ind]) + + for r in rels_anno: + res_full_anno_new.append("R\t" + r) + res_anno_new.append(r) + spans_anno_new.append(" ".join([r.split(" ")[1], r.split(" ")[2]])) + + return res_full_anno_new, res_anno_new, spans_anno_new, rels_anno + + +if __name__ == '__main__': + folder_gold = "data/dev/" + folder_pred = "data_pred/dev/" + remove_anno = "" # "", "rel" or "types" + if len(sys.argv) >= 2: + folder_gold = sys.argv[1] + if len(sys.argv) >= 3: + folder_pred = sys.argv[2] + if len(sys.argv) == 4: + remove_anno = sys.argv[3] + + calculateMeasures(folder_gold, folder_pred, remove_anno) diff --git a/scienceie2017_scripts/util.py b/scienceie2017_scripts/util.py new file mode 100644 index 0000000..a8845c2 --- /dev/null +++ b/scienceie2017_scripts/util.py @@ -0,0 +1,180 @@ +#!/usr/bin/python + +import xml.sax +import collections +import os + +class PubHandler(xml.sax.ContentHandler): + def __init__(self): + # content of each publication document + self.id = "" + self.journalname = "" + self.openaccess = "" + self.pubdate = "" + self.title = "" + self.authors = [] + self.keyphrases = [] + self.abstract = "" + self.highlights = [] + self.text = collections.OrderedDict() + + # temporary variables, ignore + self.CurrentData = "" + self.highlightflag = False + self.textbuilder_highlight = [] + self.inpara = False + self.textbuilder = [] + self.textbuilder_abstract = [] + self.paraid = 0 + self.inabstract = False + self.textbuilder_title = [] + self.intitle = False + + + def startElement(self, tag, attributes): + # Call when an element starts + self.CurrentData = tag + v = attributes.get("class") # returns "None" if not contained + if v == "author-highlights": + self.highlightflag = True + if tag == "ce:para": + self.inpara = True + self.paraid += 1 #attributes.get("id") # there isn't always one, so let's use a counter instead + if tag == "ce:abstract" and self.highlightflag == False: + self.inabstract = True + if tag == "ce:title" or tag == "dc:title": + self.intitle = True + + + def endElement(self, tag): + # Call when an elements ends + self.CurrentData = "" + if tag == "ce:abstract": + self.highlightflag = False + self.inabstract = False + if len(self.textbuilder_abstract) > 0: + para = "".join(self.textbuilder_abstract) + self.abstract = para + self.textbuilder_abstract = [] + elif tag == "ce:para": + if len(self.textbuilder_highlight) > 0: + para = "".join(self.textbuilder_highlight) + self.highlights.append(para) + self.textbuilder_highlight = [] + self.inpara = False + if len(self.textbuilder) > 0: + para = "".join(self.textbuilder) + self.text[self.paraid] = para + self.textbuilder = [] + if tag == "ce:title" or tag == "dc:title": + self.intitle = False + if len(self.textbuilder_title) > 0: + para = "".join(self.textbuilder_title) + self.title = para + self.textbuilder_title = [] + + + def characters(self, content): + # Call when a character is read + if self.CurrentData == "dc:identifier": + self.id = content + elif self.CurrentData == "prism:publicationName": + self.journalname = content + elif self.CurrentData == "openaccess": + self.openaccess = content + elif self.CurrentData == "prism:coverDate": + self.pubdate = content + elif self.intitle == True: + self.textbuilder_title.append(content) + elif self.CurrentData == "dc:creator": + self.authors.append(content) + elif self.CurrentData == "dcterms:subject": + self.keyphrases.append(content) + elif (self.CurrentData == "dc:description") or (self.inabstract == True and self.highlightflag == False): + if content.startswith("Abstract"): + content = content.replace("Abstract", "", 1) + self.textbuilder_abstract.append(content) + elif self.highlightflag == True: + if content.startswith("Highlights"): + content = content.replace("Highlights", "", 1) + if content.startswith("•"): + content = content.replace("•", "", 1) + self.textbuilder_highlight.append(content) + elif self.inpara == True and self.highlightflag == False: + self.textbuilder.append(content) + + +def parseXML(fpath="data/dev/S0010938X13003818.xml"): + ''' + Parse XML files to retrieve full publication text + :param fpath: path to file + :return: + ''' + + # create an XMLReader + parser = xml.sax.make_parser() + # turn off namespaces + parser.setFeature(xml.sax.handler.feature_namespaces, 0) + + Handler = PubHandler() + parser.setContentHandler(Handler) + + parser.parse(fpath) + + print("Title:", Handler.title) + for h in Handler.highlights: + print("Highlight:", h) + print("Abstract:", Handler.abstract) + for n, t in Handler.text.items(): + print("Text:", t) + + +def parseXMLAll(dirpath = "data/dev/"): + + dir = os.listdir(dirpath) + for f in dir: + if not f.endswith(".xml"): + continue + print(f) + parseXML(os.path.join(dirpath, f)) + print("") + + +def readAnn(textfolder = "data/dev/"): + ''' + Read .ann files and look up corresponding spans in .txt files + :param textfolder: + :return: + ''' + + flist = os.listdir(textfolder) + for f in flist: + if not f.endswith(".ann"): + continue + f_anno = open(os.path.join(textfolder, f), "rU") + f_text = open(os.path.join(textfolder, f.replace(".ann", ".txt")), "rU") + + # there's only one line, as each .ann file is one text paragraph + for l in f_text: + text = l + + for l in f_anno: + anno_inst = l.strip("\n").split("\t") + if len(anno_inst) == 3: + anno_inst1 = anno_inst[1].split(" ") + if len(anno_inst1) == 3: + keytype, start, end = anno_inst1 + else: + keytype, start, _, end = anno_inst1 + if not keytype.endswith("-of"): + + # look up span in text and print error message if it doesn't match the .ann span text + keyphr_text_lookup = text[int(start):int(end)] + keyphr_ann = anno_inst[2] + if keyphr_text_lookup != keyphr_ann: + print("Spans don't match for anno " + l.strip() + " in file " + f) + + +if __name__ == '__main__': + #parseXML() + readAnn() \ No newline at end of file diff --git a/scienceie2017_scripts/xml_utils.py b/scienceie2017_scripts/xml_utils.py new file mode 100644 index 0000000..87ab771 --- /dev/null +++ b/scienceie2017_scripts/xml_utils.py @@ -0,0 +1,166 @@ +#!/usr/bin/python3 + +import xml.sax +import collections +import os + +class PubHandler(xml.sax.ContentHandler): + def __init__(self): + # content of each publication document + self.id = "" + self.journalname = "" # journal name + self.openaccess = "" # open access or not + self.pubdate = "" # publication date date + self.title = "" # title + self.authors = [] # list of authors + self.keyphrases = [] # author-defined keyphrases + self.abstract = "" # abstract + self.highlights = [] # highlight (i.e. author-defined summary statements) + self.text = collections.OrderedDict() # text + self.captions = [] # image and table captions + self.bib_entries = [] # bib entries + + # temporary variables, ignore + self.CurrentData = "" + self.highlightflag = False + self.textbuilder_highlight = [] + self.inpara = False + self.textbuilder = [] + self.textbuilder_abstract = [] + self.paraid = 0 + self.inabstract = False + self.textbuilder_title = [] + self.intitle = False + self.textbuilder_captions = [] + self.incaption = False + self.textbuilder_bib = [] + self.inbib = False + + def startElement(self, tag, attributes): + # Call when an element starts + self.CurrentData = tag + v = attributes.get("class") # returns "None" if not contained + if v == "author-highlights": + self.highlightflag = True + if tag == "ce:para": + self.inpara = True + self.paraid += 1 # attributes.get("id") # there isn't always one, so let's use a counter instead + if tag == "ce:abstract" and self.highlightflag == False: + self.inabstract = True + if tag == "ce:title" or tag == "dc:title": + self.intitle = True + if tag == "ce:caption": + self.incaption = True + if tag == "ce:bib-reference": + self.inbib = True + + def endElement(self, tag): + # Call when an elements ends + self.CurrentData = "" + if tag == "ce:abstract": + self.highlightflag = False + self.inabstract = False + if len(self.textbuilder_abstract) > 0: + para = "".join(self.textbuilder_abstract) + self.abstract = para + self.textbuilder_abstract = [] + elif tag == "ce:para": + if len(self.textbuilder_highlight) > 0: + para = "".join(self.textbuilder_highlight) + self.highlights.append(para) + self.textbuilder_highlight = [] + self.inpara = False + if len(self.textbuilder) > 0: + para = "".join(self.textbuilder) + self.text[self.paraid] = para + self.textbuilder = [] + if tag == "ce:title" or tag == "dc:title": + self.intitle = False + if len(self.textbuilder_title) > 0: + para = "".join(self.textbuilder_title) + self.title = para + self.textbuilder_title = [] + if tag == "ce:caption": + if len(self.textbuilder_captions) > 0: + caption = " ".join(self.textbuilder_captions) + self.captions.append(caption) + self.textbuilder_captions = [] + if tag == "ce:bib-reference": + if len(self.textbuilder_bib) > 0: + bibref = " ".join(self.textbuilder_bib) + self.bib_entries.append(bibref) + self.textbuilder_bib = [] + + def characters(self, content): + # Call when a character is read + if self.CurrentData == "dc:identifier": + self.id = content + elif self.CurrentData == "prism:publicationName": + self.journalname = content + elif self.CurrentData == "openaccess": + self.openaccess = content + elif self.CurrentData == "prism:coverDate": + self.pubdate = content + elif self.intitle == True: + self.textbuilder_title.append(content) + elif self.CurrentData == "dc:creator": + self.authors.append(content) + elif self.CurrentData == "dcterms:subject": + self.keyphrases.append(content) + elif (self.CurrentData == "dc:description") or (self.inabstract == True and self.highlightflag == False): + if content.startswith("Abstract"): + content = content.replace("Abstract", "", 1) + self.textbuilder_abstract.append(content) + elif self.highlightflag == True: + if content.startswith("Highlights"): + content = content.replace("Highlights", "", 1) + if content.startswith("•"): + content = content.replace("•", "", 1) + self.textbuilder_highlight.append(content) + elif self.inpara == True and self.highlightflag == False: + self.textbuilder.append(content) + elif self.incaption == True: + self.textbuilder_captions.append(content) + elif self.inbib == True: + self.textbuilder_bib.append(content) + + +def parseXML(fpath="papers_with_highlights/S2352220815001534.xml"): + ''' + Parse XML files to retrieve full publication text + :param fpath: path to file + :return: + ''' + + # create an XMLReader + parser = xml.sax.make_parser() + # turn off namespaces + parser.setFeature(xml.sax.handler.feature_namespaces, 0) + Handler = PubHandler() + parser.setContentHandler(Handler) + + # parse document + parser.parse(fpath) + + # access the different parts of the publication + print("Title:", Handler.title) + for h in Handler.highlights: + print("Highlight:", h) + print("Abstract:", Handler.abstract) + for n, t in Handler.text.items(): + print("Text:", t) + + +def parseXMLAll(dirpath = "papers_with_highlights/"): + + dir = os.listdir(dirpath) + for f in dir: + if not f.endswith(".xml"): + continue + print(f) + parseXML(os.path.join(dirpath, f)) + print("") + + +if __name__ == '__main__': + parseXML() diff --git a/scripts/predict_semeval2017_with_allennlp.py b/scripts/predict_semeval2017_with_allennlp.py new file mode 100644 index 0000000..e1d37bf --- /dev/null +++ b/scripts/predict_semeval2017_with_allennlp.py @@ -0,0 +1,209 @@ +""" + +Load an Allennlp model and make predictions. Then format predictions into +Semeval2017 format to use their evaluation script. + +""" +import argparse + +import os +import subprocess +import json + +from collections import defaultdict +import time + +from allennlp.common import Params +from allennlp.data import DatasetReader +from allennlp.models import Model + + +def fetch_beaker_group_experiments_results(results_dir: str, group_id: str): + group_json = json.loads(subprocess.check_output(['beaker', 'group', 'inspect', '--contents', f'{group_id}'], stderr=subprocess.STDOUT).decode('UTF-8')) + experiment_ids = group_json[0]['experiments'] + for experiment_id in experiment_ids: + experiment_dir = os.path.join(results_dir, experiment_id) + experiment_json = json.loads(subprocess.check_output(['beaker', 'experiment', 'inspect', f'{experiment_id}'], stderr=subprocess.STDOUT).decode('UTF-8')) + result_id = experiment_json[0]['nodes'][0]['result_id'] + os.makedirs(experiment_dir, exist_ok=True) + if len(os.listdir(experiment_dir)) == 0: + subprocess.check_output(['beaker', 'dataset', 'fetch', '--output', f'{experiment_dir}', f'{result_id}'], stderr=subprocess.STDOUT).decode('UTF-8') + + +def fetch_beaker_experiment_results(results_dir: str, experiment_id: str): + experiment_dir = os.path.join(results_dir, experiment_id) + experiment_json = json.loads(subprocess.check_output(['beaker', 'experiment', 'inspect', f'{experiment_id}'], stderr=subprocess.STDOUT).decode('UTF-8')) + result_id = experiment_json[0]['nodes'][0]['result_id'] + os.makedirs(experiment_dir, exist_ok=True) + if len(os.listdir(experiment_dir)) == 0: + subprocess.check_output(['beaker', 'dataset', 'fetch', '--output', f'{experiment_dir}', f'{result_id}'], stderr=subprocess.STDOUT).decode('UTF-8') + return experiment_dir + + +def load_bert_reader_model_from_beaker_experiment_dir(experiment_dir: str, + bert_vocab_dir: str, + bert_weights_dir: str, + cuda_device: int = -1): + # check values of existing config + config_file = os.path.join(experiment_dir, 'config.json') + with open(config_file, 'r') as f: + config_json = json.load(f) + bert_vocab_name = os.path.basename(config_json['dataset_reader']['token_indexers']['bert']['pretrained_model']) + bert_weights_name = os.path.basename(config_json['model']['text_field_embedder']['token_embedders']['bert']['pretrained_model']) + + overrides = { + 'dataset_reader.token_indexers.bert.pretrained_model': os.path.join(bert_vocab_dir, bert_vocab_name), + 'model.text_field_embedder.token_embedders.bert.pretrained_model': os.path.join(bert_weights_dir, bert_weights_name) + } + + # config w/ overrriden new paths + config = Params.from_file(config_file, params_overrides=json.dumps(overrides)) + + # instantiate dataset reader + reader = DatasetReader.from_params(config["dataset_reader"]) + + # instantiate model w/ pretrained weights + model = Model.load(config.duplicate(), + weights_file=os.path.join(experiment_dir, 'best.th'), + serialization_dir=experiment_dir, + cuda_device=cuda_device) + + return reader, model + + +def load_spans_for_tokens(conll_file: str): + all_tokens_spans = [] + with open(conll_file) as f_test: + token_spans = [] + for line in f_test: + if 'DOCSTART' in line: + id = line.strip().split('-DOCSTART- ')[-1][1:-1] + elif line.strip() == '': + if len(token_spans) > 0: + all_tokens_spans.append(token_spans) + token_spans = [] + else: + continue + else: + token, span, _, label = line.strip().split('\t') + token_spans.append({ + 'id': id, + 'token': token, + 'span': span + }) + return all_tokens_spans + + +def extract_spans_with_allennlp(all_tokens_spans, instances, model): + s = time.time() + all_extractions = defaultdict(list) + for instance, token_spans in zip(instances, all_tokens_spans): + id = token_spans[0]['id'] + print(f'Starting instance {id}') + + # load all the variables and check both lists align + assert len(instance['metadata'].metadata['words']) == len(token_spans) + out = model.forward_on_instance(instance) + pred_tags = out['tags'] + tokens = out['words'] + spans = [tuple(int(i) for i in d['span'].split(',')) for d in token_spans] + assert [d['token'] for d in token_spans] == tokens + assert len(pred_tags) == len(tokens) == len(spans) + + # build extractions by converting BIO back to text w/ appropriate whitespace padding between merged tokens + extractions = [] + for token, pred_tag, span in zip(tokens, pred_tags, spans): + if pred_tag == 'O': + continue + + bio, label = pred_tag.split('-') + if bio == 'B' or bio == 'U': + extractions.append([{ + 'entity': token, + 'span': span, + 'label': label + }]) + + elif bio == 'I' or bio == 'L': + extractions[-1].append({ + 'entity': token, + 'span': span, + 'label': label + }) + all_extractions[id].extend(extractions) + + e = time.time() + print(f'Time took for prediction: {e - s}') + return all_extractions + + +if __name__ == '__main__': + + parser = argparse.ArgumentParser() + parser.add_argument('--beaker_dir', type=str, + help='Location of beaker experiments dump') + parser.add_argument('--experiment_id', type=str, + help='Beaker experiment ID') + parser.add_argument('--bert_vocab_dir', type=str, + help='Location of BERT vocab files') + parser.add_argument('--bert_weights_dir', type=str, + help='Location of BERT weights files') + parser.add_argument('--conll_file', type=str, + help='CONLL2003 file to predict') + parser.add_argument('--output_dir', type=str, + help='Output directory to dump predicted .ann files') + parser.add_argument('--gpu', action='store_true', + help='Flag to use GPU') + args = parser.parse_args() + + # fetch_beaker_group_experiments_results(results_dir='beaker/', group_id='gr_nfp4yg5x4rsx') + experiment_dir = fetch_beaker_experiment_results(results_dir=args.beaker_dir, + experiment_id=args.experiment_id) + + os.environ['CUDA_VISIBLE_DEVICES'] = '0' + + reader, model = load_bert_reader_model_from_beaker_experiment_dir(experiment_dir=experiment_dir, + bert_vocab_dir=args.bert_vocab_dir, + bert_weights_dir=args.bert_weights_dir, + cuda_device=0 if args.gpu else -1) + # collect token spans from the dataset + all_tokens_spans = load_spans_for_tokens(args.conll_file) + + # read instances for prediction + instances = reader.read(args.conll_file) + + # predict while aligning read spans with each token + all_extractions = extract_spans_with_allennlp(all_tokens_spans, instances, model) + + # each `extraction` is actually a List of tokens & metadata about that token + # compile them into strings & metadata about that string + for id, extractions in all_extractions.items(): + compiled_extractions = [] + for extraction in extractions: + compiled_text = extraction[0]['entity'] + min_start, max_stop = extraction[0]['span'] + label = extraction[0]['label'] + for d in extraction[1:]: + assert d['label'] == label + current_start, current_stop = d['span'] + whitespace_between_tokens = ' ' * (current_start - max_stop) + compiled_text += whitespace_between_tokens + d['entity'] + max_stop = current_stop + compiled_extraction = { + 'entity': compiled_text, + 'span': (min_start, max_stop), + 'label': label + } + compiled_extractions.append(compiled_extraction) + all_extractions[id] = compiled_extractions + + # write in `.ann` format to match with semeval + os.makedirs(args.output_dir, exist_ok=True) + for id, extractions in all_extractions.items(): + with open(os.path.join(args.output_dir, f'{id}.ann'), 'w') as f_out: + for i, extraction in enumerate(extractions): + text = extraction['entity'] + start, stop = extraction['span'] + label = extraction['label'] + f_out.write('\t'.join([f'T{i+1}', f'{label} {start} {stop}', f'{text}'])) + f_out.write('\n') diff --git a/scripts/semeval2017_to_conll2003.py b/scripts/semeval2017_to_conll2003.py new file mode 100644 index 0000000..4e53d50 --- /dev/null +++ b/scripts/semeval2017_to_conll2003.py @@ -0,0 +1,126 @@ +""" + +Input: + Text: + Based on the theoretical analysis, the value of the measuring resistor... + + Annotations: + T1 Process 39 70 value of the measuring resistor + T2 Process 72 74 Rm + * Synonym-of T2 T1 + T3 Material 427 466 NI-USB 6009 analog-to-digital converter + T4 Material 322 336 4.7kΩ resistor + T5 Material 375 402 saturated calomel electrode + T6 Process 472 500 electrochemical noise signal + T7 Material 520 547 in-house developed software + T8 Material 778 785 dataset + T10 Task 674 708 obtain a single value of potential + T11 Task 979 1051 accurate recording of the potential noise in the frequencies of interest + T12 Process 97 114 corrosion process + T13 Process 136 161 value of noise resistance + T14 Task 175 199 validate this conclusion + T15 Material 257 294 pair of nominally identical specimens + T16 Task 13 33 theoretical analysis + +Output: Entity extraction (CONLL2003 format) + +""" + +from typing import * + +import os +import spacy +nlp = spacy.load('en_core_web_md') + +from sci_bert.common.span import Span, TokenSpan, MentionSpan, label_sent_token_spans + +# each instance is a single NER[split][instance_id] = {'spans': List, 'labels': List} +NER = {'train': {}, 'dev': {}, 'test': {}} +for split in ['train', 'dev', 'test']: + print(f'Processing {split}') + ann_dir = f'semeval2017/{split}/' + + # loop over each instance ID in this split + instance_ids = sorted({os.path.splitext(ann_file)[0] for ann_file in os.listdir(ann_dir)}) + for id in instance_ids: + print(f'Processing {id}') + ann_file = os.path.join(ann_dir, f'{id}.ann') + txt_file = ann_file.replace('.ann', '.txt') + + # load text & tokenize w/ Spacy + with open(txt_file, 'r') as f_txt: + text = f_txt.read().strip() + text = ''.join([char if char.strip() != '' else ' ' for char in text]) # normalize whitespaces, such as '\xa0' --> ' ' + spacy_text = nlp(text) + + # split sentences & tokenize + sent_token_spans = TokenSpan.find_sent_token_spans(text=text, sent_tokens=[[token.text for token in sent if token.text.strip() != ''] for sent in spacy_text.sents]) + + # load annotations + mention_spans = set() + with open(ann_file, 'r') as f_ann: + for line in f_ann: + tup = line.strip('\n').split('\t') + + # load entity mention + if tup[0].startswith('T'): + entity_id = tup[0] + # note: occasionally data looks really stupid like `Task 400 436;437 453` in `S0167931713005042.ann` + try: + entity_type, start, stop = tup[1].split(' ') + except ValueError as e: + print(f'Failed unpacking line {tup} in {id}. Skipping...') + continue + start = int(start) + stop = int(stop) + entity_text = tup[2] + # note: occasionally, spans include whitespace like `line = "T6 Task 220 268 modelling of red blood cells in Poiseuille flow "` + # where `stop=268` actually includes the `\xa0` token at end of `flow` + # >> correct these situations + if len(entity_text.strip()) != stop - start: + entity_text = entity_text.lstrip() + start += stop - start - len(entity_text) + entity_text = entity_text.rstrip() + stop -= stop - start - len(entity_text) + print(f'Corrected {tup} in {id} -> ({start}, {stop}) due to whitespace in mention text') + assert len(entity_text) == stop - start + mention_span = MentionSpan(start=start, stop=stop, text=entity_text, entity_types=[entity_type], entity_id=entity_id) + mention_spans.add(mention_span) + + # overlapping mentions are handled by picking longest mention in the group + # this also handles same-mention multiple-types (arbitrarily picks one of them) + clean_mention_spans = [] + clusters = Span.sort_cluster_spans(mention_spans) + for cluster in clusters: + if len(cluster) == 1: + clean_mention_spans.extend(cluster) + else: + longest_span = sorted(cluster, key=lambda s: len(s))[-1] + clean_mention_spans.append(longest_span) + + # conll2003 -> BIO + sent_token_labels = label_sent_token_spans(sent_token_spans=sent_token_spans, + mention_spans=clean_mention_spans) + # save + NER[split][id] = { + 'spans': sent_token_spans, + 'labels': sent_token_labels + } + +for split in ['train', 'dev', 'test']: + num_papers = len(NER[split]) + print(f'Finished processing {num_papers} papers from {split}') + +# write NER +os.makedirs('data/ner/semeval2017/', exist_ok=True) +for split in ['train', 'dev', 'test']: + with open(f'data/ner/semeval2017/{split}.txt', 'w') as f_out: + for id, instance in NER[split].items(): + f_out.write(f'-DOCSTART- ({id})\n\n') + for token_spans, token_labels in zip(instance['spans'], instance['labels']): + for token_span, token_label in zip(token_spans, token_labels): + f_out.write('\t'.join([token_span.text, str(token_span.start) + ',' + str(token_span.stop), 'O', token_label])) + f_out.write('\n') # new token + f_out.write('\n') # new sent + f_out.write('\n') # new paper + diff --git a/scripts/semeval2017_to_relations.py b/scripts/semeval2017_to_relations.py new file mode 100644 index 0000000..d013b2a --- /dev/null +++ b/scripts/semeval2017_to_relations.py @@ -0,0 +1,229 @@ +""" + +Input: + Text: + Based on the theoretical analysis, the value of the measuring resistor... + + Annotations: + T1 Process 39 70 value of the measuring resistor + T2 Process 72 74 Rm + * Synonym-of T2 T1 + T3 Material 427 466 NI-USB 6009 analog-to-digital converter + T4 Material 322 336 4.7kΩ resistor + T5 Material 375 402 saturated calomel electrode + T6 Process 472 500 electrochemical noise signal + T7 Material 520 547 in-house developed software + T8 Material 778 785 dataset + T10 Task 674 708 obtain a single value of potential + T11 Task 979 1051 accurate recording of the potential noise in the frequencies of interest + T12 Process 97 114 corrosion process + T13 Process 136 161 value of noise resistance + T14 Task 175 199 validate this conclusion + T15 Material 257 294 pair of nominally identical specimens + T16 Task 13 33 theoretical analysis + +Output 1: Relation classification + JSONlines where each JSON is: + { + "text": "Based on the theoretical analysis , the [[ value of the measuring resistor ]] ...", + "label": "Synonym-of", + "metadata": [7, 11, 12, 12] + } + ** only contains sentences with relations; entities are gold wrt their Arg1/Arg2 position; no cross-sentence relations ** + +Output 2: Relation extraction + ** same format as above, but includes sentences without relations & all entity pairs are attempted as Arg1/Arg2 positions ** + +""" + +from typing import * + +import os + +import json + +import spacy +nlp = spacy.load('en_core_web_md') + +from collections import defaultdict + +from sci_bert.common.span import Span, TokenSpan, MentionSpan, _match_mention_spans_to_sentences +from sci_bert.common.relation import RelationMention + + +def load_annotations(ann_file: str) -> Tuple[DefaultDict, Set]: + mention_spans = defaultdict(MentionSpan) + relation_mentions = set() + with open(ann_file, 'r') as f_ann: + for line in f_ann: + tup = line.strip('\n').split('\t') + + # load entity mention + if tup[0].startswith('T'): + entity_id = tup[0] + # note: occasionally data looks really stupid like `Task 400 436;437 453` in `S0167931713005042.ann` + try: + entity_type, start, stop = tup[1].split(' ') + except ValueError as e: + print(f'Failed unpacking line {tup} in {id}. Skipping...') + continue + start = int(start) + stop = int(stop) + entity_text = tup[2] + # note: occasionally, spans include whitespace like in S0370269304008998 with mention `'transition form factors defined through the matrix elements of the operator\xa0O7, φB'` + # this makes it hard to check that `text[start:stop]` == mention_text + # >> correct these situations + entity_text = ''.join([char if char.strip() != '' else ' ' for char in entity_text]) # normalize whitespaces, such as '\xa0' --> ' ' + + # note: occasionally, spans include whitespace like `line = "T6 Task 220 268 modelling of red blood cells in Poiseuille flow "` + # where `stop=268` actually includes the `\xa0` token at end of `flow` + # >> correct these situations + if len(entity_text.strip()) != stop - start: + entity_text = entity_text.lstrip() + start += stop - start - len(entity_text) + entity_text = entity_text.rstrip() + stop -= stop - start - len(entity_text) + print(f'Corrected {tup} in {id} -> ({start}, {stop}) due to whitespace in mention text') + assert len(entity_text) == stop - start + mention_span = MentionSpan(start=start, stop=stop, + text=entity_text, + entity_types=[entity_type], + entity_id=entity_id) + mention_spans[entity_id] = mention_span + + # load asymmetric relation + elif tup[0].startswith('R'): + relation_id = tup[0] + relation_type, arg1, arg2 = tup[1].split(' ') + tag1, e1 = arg1.split(':') + tag2, e2 = arg2.split(':') + assert tag1 == 'Arg1' and tag2 == 'Arg2' + relation_mention = RelationMention(e1=mention_spans[e1], + e2=mention_spans[e2], + labels=[relation_type], + is_symmetric=False) + relation_mentions.add(relation_mention) + + # load symmetric relation + elif tup[0].startswith('*'): + relation_id = tup[0] + # handle odd cases like in `S0021999114008523` with 3 entities: `* Synonym-of T11 T12 T10` + try: + relation_type, e1, e2 = tup[1].split(' ') + except ValueError as e: + print(f'Failed unpacking line {tup} in {id}. Skipping...') + continue + relation_mention = RelationMention(e1=mention_spans[e1], + e2=mention_spans[e2], + labels=[relation_type], + is_symmetric=True) + relation_mentions.add(relation_mention) + return mention_spans, relation_mentions + + +def tag_mentions_in_sentence(text: str, + sent_start: int, + sent_stop: int, + e1: MentionSpan, + e2: MentionSpan) -> str: + sent_text = text[sent_start:sent_stop] + if e1 < e2: + e1_start = e1.start - sent_start + e1_stop = e1.stop - sent_start + assert sent_text[e1_start:e1_stop] == relation.e1.text + sent_text = sent_text[:e1_start] + '' + sent_text[e1_start:e1_stop] + '' + sent_text[e1_stop:] + e2_start = relation.e2.start - sent_start + 9 + e2_stop = relation.e2.stop - sent_start + 9 + assert sent_text[e2_start:e2_stop] == relation.e2.text + sent_text = sent_text[:e2_start] + '' + sent_text[e2_start:e2_stop] + '' + sent_text[e2_stop:] + return sent_text + + elif e2 < e1: + e2_start = e2.start - sent_start + e2_stop = e2.stop - sent_start + assert sent_text[e2_start:e2_stop] == relation.e2.text + sent_text = sent_text[:e2_start] + '' + sent_text[e2_start:e2_stop] + '' + sent_text[e2_stop:] + e1_start = relation.e1.start - sent_start + 9 + e1_stop = relation.e1.stop - sent_start + 9 + assert sent_text[e1_start:e1_stop] == relation.e1.text + sent_text = sent_text[:e1_start] + '' + sent_text[e1_start:e1_stop] + '' + sent_text[e1_stop:] + return sent_text + + else: + raise Exception('GAHH!! Nested mentions!!') + + +RE = {'train': {}, 'dev': {}, 'test': {}} +for split in ['train', 'dev', 'test']: + print(f'Processing {split}') + ann_dir = f'semeval2017/{split}/' + + # loop over each instance ID in this split + instance_ids = sorted({os.path.splitext(ann_file)[0] for ann_file in os.listdir(ann_dir)}) + for id in instance_ids: + print(f'Processing {id}') + ann_file = os.path.join(ann_dir, f'{id}.ann') + txt_file = ann_file.replace('.ann', '.txt') + + # load text & tokenize w/ Spacy + with open(txt_file, 'r') as f_txt: + text = f_txt.read().strip() + text = ''.join([char if char.strip() != '' else ' ' for char in text]) # normalize whitespaces, such as '\xa0' --> ' ' + spacy_text = nlp(text) + + # split sentences & tokenize + sent_token_spans = TokenSpan.find_sent_token_spans(text=text, sent_tokens=[[token.text for token in sent if token.text.strip() != ''] for sent in spacy_text.sents]) + + # load annotations + mention_spans, relation_mentions = load_annotations(ann_file) + + # map entity mentions to sentences + entity_to_sentence = {} + sent_mention_spans = _match_mention_spans_to_sentences(sent_token_spans, sorted(mention_spans.values(), key=lambda s: (s.start, s.stop))) + for i, mention_spans in enumerate(sent_mention_spans): + for mention_span in mention_spans: + entity_to_sentence[mention_span.entity_id] = i + + # remove cross sentence relations + sent_id_to_relations = defaultdict(set) + for relation_mention in relation_mentions: + sent_id_e1 = entity_to_sentence.get(relation_mention.e1.entity_id) + sent_id_e2 = entity_to_sentence.get(relation_mention.e2.entity_id) + if sent_id_e1 is None: + print(f'Mention {relation_mention.e1} was removed so skipping relation...') + continue + if sent_id_e2 is None: + print(f'Mention {relation_mention.e2} was removed so skipping relation...') + continue + if sent_id_e1 == sent_id_e2: + sent_id_to_relations[sent_id_e1].add(relation_mention) + + # for each sentence containing relation(s), save the sentence after + # tagging the entities with << >> and [[ ]] + for sent_id, relations in sent_id_to_relations.items(): + sent_start = sent_token_spans[sent_id][0].start + sent_stop = sent_token_spans[sent_id][-1].stop + for relation in relations: + e1 = relation.e1 + e2 = relation.e2 + sent_text = tag_mentions_in_sentence(text, sent_start, sent_stop, e1, e2) + RE[split][id] = { + 'text': sent_text, + 'label': relation.labels[0], + 'metadata': { + 'id': id, + 'spans': [e1.start, e1.stop, e2.start, e2.stop] + } + } + +for split in ['train', 'dev', 'test']: + num_papers = len(RE[split]) + print(f'Finished processing {num_papers} papers from {split}') + +# write NER +os.makedirs('data/rel/semeval2017/', exist_ok=True) +for split in ['train', 'dev', 'test']: + with open(f'data/rel/semeval2017/{split}.txt', 'w') as f_out: + for id, instance in RE[split].items(): + json.dump(instance, f_out) + f_out.write('\n') \ No newline at end of file diff --git a/semeval2017/test/S0010482516301810.ann b/semeval2017/test/S0010482516301810.ann new file mode 100644 index 0000000..f222702 --- /dev/null +++ b/semeval2017/test/S0010482516301810.ann @@ -0,0 +1,34 @@ +T1 Process 0 50 Three-dimensional digital subtraction angiographic +T2 Process 52 58 3D-DSA +* Synonym-of T1 T2 +T3 Process 83 103 cerebral angiography +T4 Process 144 156 embolization +T5 Task 227 275 creating a 3D model of the target vessel segment +T6 Process 306 337 standard triangulation language +T7 Process 339 342 STL +* Synonym-of T6 T7 +T8 Material 383 400 triangular meshes +T9 Material 202 212 DICOM file +T10 Process 407 423 3D visualization +T12 Material 510 539 computational volumetric mesh +T13 Material 639 647 STL file +T14 Material 837 850 acrylic resin +T15 Material 852 856 Vero +R1 Hyponym-of Arg1:T15 Arg2:T14 +T16 Process 966 983 removing spicule. +T17 Material 450 465 Amira version X +T18 Process 428 439 measurement +T11 Process 587 596 Smoothing +T19 Material 674 684 3D printer +T20 Material 686 697 OBJET30 Pro +R3 Hyponym-of Arg1:T20 Arg2:T19 +T21 Process 190 196 3D-DSA +T22 Material 238 246 3D model +T23 Material 407 448 3D visualization and measurement software +R2 Hyponym-of Arg1:T17 Arg2:T23 +T24 Process 601 610 remeshing +T25 Process 869 887 immersion in water +T26 Material 882 887 water +T27 Material 924 940 3D printed model +T28 Process 945 953 smoothed +T29 Material 565 585 triangulated surface diff --git a/semeval2017/test/S0010482516301810.txt b/semeval2017/test/S0010482516301810.txt new file mode 100644 index 0000000..c07e19f --- /dev/null +++ b/semeval2017/test/S0010482516301810.txt @@ -0,0 +1 @@ +Three-dimensional digital subtraction angiographic (3D-DSA) images from diagnostic cerebral angiography were obtained at least one day prior to embolization in all patients. The raw data of 3D-DSA in a DICOM file were used for creating a 3D model of the target vessel segment. These data were converted to standard triangulation language (STL) surface data as an aggregation of fine triangular meshes using 3D visualization and measurement software (Amira version X, FEI, Burlington, MA, USA). An unstructured computational volumetric mesh was constructed from the triangulated surface. Smoothing and remeshing followed as next steps. The STL file was then transferred to a 3D printer (OBJET30 Pro; Stratasys Ltd., Eden Prairie, MN, USA). The resolution of the build layer was 0.028mm, and the 3D printed vessel model was produced using acrylic resin (Vero). Following immersion in water for a few hours, the surface of the 3D printed model was smoothed by manually removing spicule. diff --git a/semeval2017/test/S0010938X15301268.ann b/semeval2017/test/S0010938X15301268.ann new file mode 100644 index 0000000..115c9a0 --- /dev/null +++ b/semeval2017/test/S0010938X15301268.ann @@ -0,0 +1,29 @@ +T1 Material 46 64 corrosion products +T2 Material 104 110 Cu40Zn +T3 Material 122 134 hydrozincite +T4 Material 149 153 Cu2O +T5 Material 378 384 Cu40Zn +T6 Material 408 410 DP +T7 Material 415 418 HZ7 +T8 Material 530 536 Cu40Zn +T9 Material 552 564 hydrozincite +T10 Material 566 569 HZ7 +* Synonym-of T9 T10 +T11 Material 587 611 diamond polished surface +T12 Material 613 615 DP +* Synonym-of T11 T12 +T13 Material 678 691 simonkolleite +T14 Material 751 763 hydrozincite +T15 Material 809 833 NaCl-containing droplets +T16 Material 883 895 hydrozincite +T17 Material 900 907 cuprite +T18 Process 456 471 formation rates +T20 Process 280 296 absorbance units +T19 Task 308 406 comparisons to be made of the amounts of each species between the two Cu40Zn surfaces investigated +R1 Hyponym-of Arg1:T3 Arg2:T1 +R2 Hyponym-of Arg1:T4 Arg2:T1 +T21 Material 480 492 hydrozincite +T22 Material 497 504 cuprite +T23 Process 665 691 formation of simonkolleite +T24 Process 776 793 initial spreading +T25 Process 865 879 formation rate diff --git a/semeval2017/test/S0010938X15301268.txt b/semeval2017/test/S0010938X15301268.txt new file mode 100644 index 0000000..125f185 --- /dev/null +++ b/semeval2017/test/S0010938X15301268.txt @@ -0,0 +1 @@ +Fig. 9 displays the growth of two of the main corrosion products that develop or form on the surface of Cu40Zn with time, hydrozincite (Fig. 9a) and Cu2O (Fig. 9b). It should be remembered that both phases were present already from start of the exposure. The data is presented in absorbance units and allows comparisons to be made of the amounts of each species between the two Cu40Zn surfaces investigated, DP and HZ7. The tendency is very clear that the formation rates of both hydrozincite and cuprite are quite suppressed for Cu40Zn with preformed hydrozincite (HZ7) compared to the diamond polished surface (DP). In summary, without being able to consider the formation of simonkolleite, it can be concluded that an increased surface coverage of hydrozincite reduces the initial spreading ability of the NaCl-containing droplets and thereby lowers the overall formation rate of hydrozincite and cuprite. diff --git a/semeval2017/test/S0010938X15301554.ann b/semeval2017/test/S0010938X15301554.ann new file mode 100644 index 0000000..7b3f555 --- /dev/null +++ b/semeval2017/test/S0010938X15301554.ann @@ -0,0 +1,41 @@ +T1 Material 0 26 AA 2024-T3 aluminium alloy +T2 Material 153 159 copper +T3 Material 164 173 magnesium +T4 Process 225 252 thermomechanical processing +T5 Task 46 68 aerospace applications +T6 Material 280 285 alloy +T7 Process 324 355 compositionally-distinct phases +T8 Process 475 484 corrosion +T9 Process 508 525 surface treatment +T10 Material 584 589 alloy +T11 Material 638 661 intermetallic particles +T12 Material 716 728 alloy matrix +T13 Material 736 776 Copper-containing second phase particles +T14 Process 834 854 corrosion resistance +T15 Material 937 958 second phase particle +T16 Material 1024 1031 S phase +T17 Material 1073 1090 S phase particles +T18 Material 1151 1164 AA2024 alloys +T19 Process 984 1003 corrosion behaviour +T20 Material 1201 1206 alloy +T21 Material 1252 1261 particles +T22 Process 1328 1337 corrosion +T23 Material 1345 1350 alloy +T24 Process 1364 1374 dealloying +T25 Material 1382 1399 S phase particles +T26 Process 1418 1428 enrichment +T27 Material 1432 1438 copper +T28 Process 1451 1482 decrease of the Volta potential +T29 Material 1558 1572 cathodic sites +T30 Material 440 445 alloy +T31 Material 191 208 alloying elements +R1 Hyponym-of Arg1:T3 Arg2:T31 +R2 Hyponym-of Arg1:T2 Arg2:T31 +T32 Material 784 789 alloy +T33 Material 1033 1040 Al2CuMg +* Synonym-of T16 T33 +T34 Process 557 566 corrosion +T35 Material 1126 1147 constituent particles +R3 Hyponym-of Arg1:T17 Arg2:T35 +T36 Material 1524 1543 dealloyed particles +* Synonym-of T20 T18 diff --git a/semeval2017/test/S0010938X15301554.txt b/semeval2017/test/S0010938X15301554.txt new file mode 100644 index 0000000..d0f2cf3 --- /dev/null +++ b/semeval2017/test/S0010938X15301554.txt @@ -0,0 +1 @@ +AA 2024-T3 aluminium alloy is widely used for aerospace applications due to its high strength to weight ratio and high damage tolerance that result from copper and magnesium as the principal alloying elements and appropriate thermomechanical processing. The microstructure of the alloy is relatively complex and a number of compositionally-distinct phases have been identified [1]. Although possessing favourable mechanical properties, the alloy is relatively susceptible to corrosion and generally requires surface treatment in practical applications. The corrosion behaviour of the alloy is particularly affected by the presence of the intermetallic particles due to their differing potentials with respect to the alloy matrix [2–9]. Copper-containing second phase particles at the alloy surface are particularly detrimental to the corrosion resistance as they provide preferential cathodic sites [2,10]. One of the principle types of second phase particle that is important to the corrosion behaviour of the alloy is the S phase (Al2CuMg) particle [1,11]. Dealloying of S phase particles, which may account for ∼60% of the constituent particles in AA2024 alloys [11], is commonly observed when the alloy is exposed to an aggressive environment. The particles are considered as important initiation sites for severe localized corrosion in the alloy [11–22]. The dealloying of the S phase particles and the resulting enrichment of copper result in a decrease of the Volta potential with respect to the matrix and hence the dealloyed particles become active cathodic sites [23–25]. diff --git a/semeval2017/test/S0011227514002136.ann b/semeval2017/test/S0011227514002136.ann new file mode 100644 index 0000000..db7bd07 --- /dev/null +++ b/semeval2017/test/S0011227514002136.ann @@ -0,0 +1,19 @@ +T1 Task 0 53 Measuring and analysing the hold time of the CPA pill +T2 Material 45 53 CPA pill +T3 Process 65 92 thermal boundary resistance +T4 Material 104 108 pill +T5 Material 185 197 CPA crystals +T6 Process 129 145 thermal boundary +* Synonym-of T3 T6 +T7 Process 166 177 temperature +T8 Process 302 323 servo control program +T9 Material 391 399 CPA pill +T10 Process 374 383 recycling +T11 Process 415 433 operation at 200mK +T12 Process 461 482 servo control program +T13 Material 498 506 CPA pill +T14 Process 564 585 microkelvin stability +T15 Process 607 632 fast read-out thermometry +T16 Task 712 716 mKCC +* Synonym-of T2 T4 +T17 Material 238 249 cold finger diff --git a/semeval2017/test/S0011227514002136.txt b/semeval2017/test/S0011227514002136.txt new file mode 100644 index 0000000..088cfcb --- /dev/null +++ b/semeval2017/test/S0011227514002136.txt @@ -0,0 +1 @@ +Measuring and analysing the hold time of the CPA pill allows the thermal boundary resistance within the pill to be assessed; the thermal boundary dictates the actual temperature of the CPA crystals in comparison to the temperature of the cold finger, which is maintained at a constant temperature by a servo control program. Fig. 17 shows the temperature profile during the recycling of the CPA pill and subsequent operation at 200mK. During the hold time, the servo control program maintained the CPA pill temperature to within a millikelvin. It is expected that microkelvin stability can be achieved with fast read-out thermometry (which was not available at the time of testing but which will be used for the mKCC), as this would allow for temperature control on much faster (millisecond) timescales than the current (approximately 1s) thermometry readout used. diff --git a/semeval2017/test/S0011227515000648.ann b/semeval2017/test/S0011227515000648.ann new file mode 100644 index 0000000..119b54c --- /dev/null +++ b/semeval2017/test/S0011227515000648.ann @@ -0,0 +1,21 @@ +T1 Material 27 40 batches #1/#2 +T2 Process 129 154 110-nm process technology +T3 Material 180 183 LNT +T4 Material 403 416 batches #3/#4 +T5 Material 421 426 #5/#6 +T6 Process 447 465 process technology +T7 Process 813 834 transistor parameters +T8 Process 843 864 transconductance/gain +T9 Process 866 883 threshold voltage +T10 Process 889 904 threshold slope +T11 Process 259 285 erase and program timeouts +T12 Process 314 324 long erase +T13 Process 329 342 program times +T14 Process 347 357 bit errors +T15 Process 4 18 product change +T16 Process 377 387 pass rates +T17 Process 541 555 assembly lines +R1 Hyponym-of Arg1:T8 Arg2:T7 +R2 Hyponym-of Arg1:T9 Arg2:T7 +R3 Hyponym-of Arg1:T10 Arg2:T7 +T18 Process 641 651 tolerances diff --git a/semeval2017/test/S0011227515000648.txt b/semeval2017/test/S0011227515000648.txt new file mode 100644 index 0000000..5d62193 --- /dev/null +++ b/semeval2017/test/S0011227515000648.txt @@ -0,0 +1 @@ +The product change between batches #1/#2 and the others is the most influential on the test results. The redesign and upgrade to 110-nm process technology reduces the pass rate at LNT by approximately half. This is mainly caused by the increased incidence of erase and program timeouts with some contribution from long erase and program times and bit errors. The difference in pass rates at 88K between batches #3/#4 and #5/#6, which use the same process technology with the same dimensions, can be explained by the fabrication in different assembly lines, where other processes or base materials may have been changed. This means different tolerances in base materials and production process, which are more pronounced the lower the temperature. Some of the differences of technology scale may reflect shifts in transistor parameters such as transconductance/gain, threshold voltage, and threshold slope [7]. diff --git a/semeval2017/test/S0011227515001216.ann b/semeval2017/test/S0011227515001216.ann new file mode 100644 index 0000000..c3a1b78 --- /dev/null +++ b/semeval2017/test/S0011227515001216.ann @@ -0,0 +1,25 @@ +T1 Task 9 37 assembling the miniature ADR +T2 Material 24 37 miniature ADR +T3 Material 43 62 mKCC MR heat switch +T4 Process 82 105 thermally characterised +T5 Material 113 133 cryostat constraints +T7 Material 210 232 tungsten heat switches +T8 Process 238 258 thermal conductivity +T10 Process 340 360 thermal conductivity +T11 Material 497 513 mKCC heat switch +T12 Process 575 595 thermal conductivity +T13 Material 607 623 MSSL heat switch +T14 Material 829 851 tungsten heat switches +T15 Material 960 982 20,000 RRR heat switch +T16 Process 1056 1076 thermal conductivity +T17 Process 1299 1319 thermal conductivity +T18 Material 1423 1436 miniature ADR +T19 Material 1327 1338 mKCC switch +T6 Process 362 363 κ +* Synonym-of T10 T6 +T9 Process 408 422 magnetic field +T20 Process 424 425 B +* Synonym-of T9 T20 +T23 Process 805 824 thermal performance +T24 Material 1084 1095 mKCC switch +R1 Hyponym-of Arg1:T15 Arg2:T14 diff --git a/semeval2017/test/S0011227515001216.txt b/semeval2017/test/S0011227515001216.txt new file mode 100644 index 0000000..da9043f --- /dev/null +++ b/semeval2017/test/S0011227515001216.txt @@ -0,0 +1 @@ +Prior to assembling the miniature ADR, the mKCC MR heat switch could not be fully thermally characterised due to cryostat constraints. However, based on experiments and research conducted at MSSL on a range of tungsten heat switches, the thermal conductivity has been estimated. In Hills et al. [8], an equation is derived which allows the thermal conductivity (κ) below 6K to be calculated as a function of magnetic field (B) and temperature (T) (see Eq. (1)). To estimate the performance of the mKCC heat switch, the parameters in Eq. (1) have been taken from the measured thermal conductivity of another MSSL heat switch with the same 1.5mm square cross section, a free path length of 43cm and a RRR of 20,000; it has been observed from experiments conducted at MSSL that there is little change in the thermal performance for tungsten heat switches with a RRR between 20,000 and 32,000 (subject of a future publication) and therefore the performance of the 20,000 RRR heat switch has been assumed to be a good approximation. Fig. 5 gives the calculated thermal conductivity of the mKCC switch at 0, 1, 2 and 3T based on Eq. (1), where the constants b0, a1, a2, a3, a4 and n have the values 0.0328, 1.19×10−4, 3.57×10−6, 1.36, 0.000968 and 1.7 respectively. It should be noted that the calculated thermal conductivity of the mKCC switch presented in Fig. 5 has been validated by comparing the experimental results of the miniature ADR with modelled predictions (this is discussed in Section 3.3).(1)κ(T)=b0T2+1a1+a2T2T+Bna3T+a4T4 diff --git a/semeval2017/test/S002002551630384X.ann b/semeval2017/test/S002002551630384X.ann new file mode 100644 index 0000000..a5be73c --- /dev/null +++ b/semeval2017/test/S002002551630384X.ann @@ -0,0 +1,15 @@ +T1 Task 20 71 combine sets and networks in a single visualization +T2 Process 99 112 Euler diagram +T3 Process 51 71 single visualization +T4 Process 334 348 Euler diagrams +T5 Material 419 431 network data +T6 Process 472 489 transparent hulls +T7 Material 437 451 Graph clusters +T8 Material 692 698 glyphs +T9 Process 944 957 T1, T3 and T4 +T10 Process 1053 1065 convex hulls +T11 Process 1075 1082 Vizster +R1 Hyponym-of Arg1:T11 Arg2:T10 +T12 Material 350 365 Compound graphs +T13 Task 905 935 finding relations between sets +T14 Process 1004 1046 visualize grouping information over graphs diff --git a/semeval2017/test/S002002551630384X.txt b/semeval2017/test/S002002551630384X.txt new file mode 100644 index 0000000..3129889 --- /dev/null +++ b/semeval2017/test/S002002551630384X.txt @@ -0,0 +1 @@ +An early attempt to combine sets and networks in a single visualization relied on first drawing an Euler diagram then placing a graph inside it [30], however the sets were often visualized with convoluted, difficult to follow curves. In addition, only limited kinds of set data could be shown as the system was limited to well-formed Euler diagrams. Compound graphs can be used to represent restricted kinds of grouped network data [8]. Graph clusters are visualized with transparent hulls by Santamaria and Theron [39]. However, the technique removes edges from the graph and it is not sufficiently sophisticated for arbitrary overlapping sets. Itoh et al. [24] proposed to overlay pie-like glyphs over the nodes in a graph to encode multiple categories. Each set is hence represented using disconnected regions that are linked by having the same colour. This causes difficulties with tasks that involve finding relations between sets such as T1, T3 and T4 in Section 5.3. A related class of techniques visualize grouping information over graphs using convex hulls, such as Vizster [22]. However, they do not support visualizing set overlaps. diff --git a/semeval2017/test/S0021961414003255.ann b/semeval2017/test/S0021961414003255.ann new file mode 100644 index 0000000..64699fd --- /dev/null +++ b/semeval2017/test/S0021961414003255.ann @@ -0,0 +1,21 @@ +T1 Task 50 62 XRD analysis +T2 Process 130 138 quenched +T3 Process 350 361 thermograms +T4 Process 408 429 solidification arrest +T5 Process 433 450 clear inflections +T6 Process 518 529 latent heat +T7 Process 581 613 reflected light signal technique +T8 Process 689 700 segregation +T9 Process 865 883 Raman spectroscopy +T10 Process 907 918 segregation +T11 Process 974 990 phase transition +T12 Task 1033 1045 XRD analysis +T13 Process 23 42 segregation effects +T14 Material 320 326 liquid +T15 Material 334 341 surface +T16 Process 299 310 crystallise +T17 Process 630 642 phase change +T18 Material 737 748 molten pool +T19 Task 844 883 material analysis by Raman spectroscopy +T20 Material 765 787 re-solidified material +T21 Material 1097 1119 re-solidified material diff --git a/semeval2017/test/S0021961414003255.txt b/semeval2017/test/S0021961414003255.txt new file mode 100644 index 0000000..dc9761b --- /dev/null +++ b/semeval2017/test/S0021961414003255.txt @@ -0,0 +1 @@ +Moreover, one observes segregation effects by the XRD analysis, which probably took place at high temperature, and were partially quenched to room temperature. The phase analysis showed up to three distinct phases, which should have hence a distinct measurable phase transition temperature, if they crystallise from the liquid on the surface. In the thermograms these effects are not observable as different solidification arrest or clear inflections. The proportion of new appearing phases is small and therefore the latent heat released by this new phase will be also small. The reflected light signal technique only showed one phase change during cooling. As well, the location of this segregation cannot be determined exactly in the molten pool or later in the re-solidified material. At the surface, where the temperature is measured, the material analysis by Raman spectroscopy has not shown signs of segregation, so that also the uncertainties in composition for the phase transition are taken from the uncertainties from the XRD analysis for the most abundant phase at each composition in re-solidified material. diff --git a/semeval2017/test/S002199911200068X.ann b/semeval2017/test/S002199911200068X.ann new file mode 100644 index 0000000..3e866b5 --- /dev/null +++ b/semeval2017/test/S002199911200068X.ann @@ -0,0 +1,26 @@ +T1 Process 0 33 Myocardial electrical propagation +T2 Material 61 88 monodomain or bidomain PDEs +T3 Material 137 147 geometries +T4 Process 203 224 finite element method +T5 Process 226 229 FEM +* Synonym-of T4 T5 +T6 Material 249 253 PDEs +T7 Process 606 639 high-end supercomputing resources +T9 Task 766 781 preconditioning +T10 Task 783 798 parallelisation +T11 Task 803 831 adaptivity in space and time +T12 Process 925 950 high-order polynomial FEM +T13 Material 978 992 monodomain PDE +T14 Process 1075 1095 piecewise-linear FEM +T15 Process 1277 1301 finite element p-version +T16 Task 858 913 investigate the potential of reducing the number of DOF +T8 Task 378 400 human heart geometries +T17 Material 276 299 cardiac geometry meshes +T18 Process 402 429 systems of linear equations +T19 Process 507 517 simulation +T20 Task 706 746 developing efficient solution techniques +R1 Hyponym-of Arg1:T9 Arg2:T20 +R2 Hyponym-of Arg1:T10 Arg2:T20 +R3 Hyponym-of Arg1:T11 Arg2:T20 +T21 Task 1020 1065 significantly improving simulation efficiency +T22 Process 1044 1065 simulation efficiency diff --git a/semeval2017/test/S002199911200068X.txt b/semeval2017/test/S002199911200068X.txt new file mode 100644 index 0000000..3279ff6 --- /dev/null +++ b/semeval2017/test/S002199911200068X.txt @@ -0,0 +1 @@ +Myocardial electrical propagation can be simulated using the monodomain or bidomain PDEs [5,6]. Due to its capacity to represent complex geometries with ease, approximations are often obtained using the finite element method (FEM) to discretise the PDEs in space on realistic cardiac geometry meshes; this results in very large (up to forty-million degrees of freedom (DOF) for human heart geometries) systems of linear equations which must be solved many thousands of times over the course of even a short simulation. Thus, they are extremely computationally demanding, presenting taxing problems even to high-end supercomputing resources. This computational demand means that effort has been invested in developing efficient solution techniques, including work on preconditioning, parallelisation and adaptivity in space and time [7–12]. In this study, we investigate the potential of reducing the number of DOF by using a high-order polynomial FEM [13–15] to approximate the monodomain PDE in space, with the goal of significantly improving simulation efficiency over the piecewise-linear FEM approach commonly used in the field [16–19]. For schemes where the polynomial degree p of the elements is adjusted according to the error in the approximation, this is known as the finite element p-version. In the work presented here, we work with schemes which keep p fixed. diff --git a/semeval2017/test/S0021999112002847.ann b/semeval2017/test/S0021999112002847.ann new file mode 100644 index 0000000..681d190 --- /dev/null +++ b/semeval2017/test/S0021999112002847.ann @@ -0,0 +1,15 @@ +T1 Task 16 95 develop a new approach to DEA suitable for modelling three-dimensional problems +T2 Process 231 262 orthonormal basis approximation +T3 Process 158 196 parametrise the boundary of the region +T4 Material 282 320 boundary phase space coordinate system +T5 Material 401 411 arc-length +T6 Material 431 465 momentum (or direction) coordinate +T7 Material 539 555 univariate basis +T8 Material 597 610 Fourier basis +T9 Material 618 639 Chebyshev polynomials +R1 Hyponym-of Arg1:T8 Arg2:T7 +R2 Hyponym-of Arg1:T9 Arg2:T7 +T10 Process 775 802 spherical polar coordinates +T11 Process 42 45 DEA +T12 Process 59 95 modelling three-dimensional problems +T13 Process 109 120 DEA methods diff --git a/semeval2017/test/S0021999112002847.txt b/semeval2017/test/S0021999112002847.txt new file mode 100644 index 0000000..040faea --- /dev/null +++ b/semeval2017/test/S0021999112002847.txt @@ -0,0 +1 @@ +In this work we develop a new approach to DEA suitable for modelling three-dimensional problems. The present DEA methods rely on the fact that one can easily parametrise the boundary of the region being modelled, and then apply an orthonormal basis approximation over the resulting boundary phase space coordinate system. In two dimensions this is simple as the boundary may be parametrised along its arc-length and the associated momentum (or direction) coordinate taken tangential to the boundary. The basis can be any suitable (scaled) univariate basis in both position and momentum, such as a Fourier basis [8] or Chebyshev polynomials [9]. Defining a suitable parametrisation for the spatial coordinate in three-dimensions becomes much more difficult. In momentum space spherical polar coordinates may be employed and so these problems do not arise. diff --git a/semeval2017/test/S0021999112003579.ann b/semeval2017/test/S0021999112003579.ann new file mode 100644 index 0000000..4da92d9 --- /dev/null +++ b/semeval2017/test/S0021999112003579.ann @@ -0,0 +1,25 @@ +T1 Material 43 61 vector of unknowns +T2 Material 63 72 xPS=[X,L] +* Synonym-of T1 T2 +T3 Material 98 115 nodal coordinates +T4 Material 153 173 Lagrange multipliers +T5 Process 228 249 Newton-based solution +T6 Material 278 301 displacement constraint +T7 Process 317 339 saddle-point structure +T8 Process 359 383 tangent stiffness matrix +T9 Material 391 425 unconstrained pseudo-solid problem +T10 Material 435 458 two off-diagonal blocks +T11 Material 459 462 Cxl +T12 Material 467 475 Clx=CxlT +R1 Hyponym-of Arg1:T11 Arg2:T10 +R2 Hyponym-of Arg1:T12 Arg2:T10 +T13 Material 543 563 Lagrange multipliers +T14 Process 743 772 Dirichlet boundary conditions +T15 Process 836 852 Newton iteration +T16 Process 961 986 equilibrium configuration +T17 Task 3 30 order the discrete unknowns +T18 Material 911 935 tangent stiffness matrix +T19 Process 625 639 discretisation +T20 Material 603 606 LBB +T21 Material 682 685 LBB +T22 Process 703 739 Lagrange-multiplier-based imposition diff --git a/semeval2017/test/S0021999112003579.txt b/semeval2017/test/S0021999112003579.txt new file mode 100644 index 0000000..4ce0cd7 --- /dev/null +++ b/semeval2017/test/S0021999112003579.txt @@ -0,0 +1 @@ +We order the discrete unknowns so that the vector of unknowns, xPS=[X,L], contains the nx unknown nodal coordinates, followed by the nb unknown discrete Lagrange multipliers. The linear systems to be solved in the course of the Newton-based solution of Eq. (10), subject to the displacement constraint (9), then have saddle-point structure,(15)where E is the tangent stiffness matrix of the unconstrained pseudo-solid problem, and the two off-diagonal blocks Cxl and Clx=CxlT arise through the imposition of the displacement constraint by the Lagrange multipliers. We refer to [34] for the proof of the LBB stability of this discretisation; see also [35,36] for a discussion of the LBB stability of the Lagrange-multiplier-based imposition of Dirichlet boundary conditions in related problems. We note that during the first step of the Newton iteration, E is symmetric positive definite since it represents the tangent stiffness matrix relative to the system’s equilibrium configuration. diff --git a/semeval2017/test/S0021999113002945.ann b/semeval2017/test/S0021999113002945.ann new file mode 100644 index 0000000..4d0b482 --- /dev/null +++ b/semeval2017/test/S0021999113002945.ann @@ -0,0 +1,14 @@ +T1 Process 0 10 Inequality +T2 Material 73 80 p-norms +T3 Material 178 184 ||y||∞ +T4 Material 214 220 2-norm +T5 Material 35 47 maximum-norm +T6 Material 237 249 maximum-norm +T7 Material 410 432 optimized coefficients +T8 Process 449 466 vast solution set +T9 Material 500 517 maximum deviation +T10 Material 690 702 maximum-norm +T11 Material 738 757 objective functions +T12 Task 761 801 extend the accurate wave number coverage +R1 Hyponym-of Arg1:T5 Arg2:T2 +T13 Material 225 231 1-norm diff --git a/semeval2017/test/S0021999113002945.txt b/semeval2017/test/S0021999113002945.txt new file mode 100644 index 0000000..c987eea --- /dev/null +++ b/semeval2017/test/S0021999113002945.txt @@ -0,0 +1 @@ +Inequality (22) indicates that the maximum-norm is the loosest among all p-norms. Fortunately, this loosest constraint would not seriously affect the accuracy since the value of ||y||∞ is comparable to that of the 2-norm and 1-norm. The maximum-norm provides us with the largest number of possible solutions under a given error limitation [24]. This would greatly enhance the possibility of finding a group of optimized coefficients when scanning a vast solution set. On the other hand, checking the maximum deviation sounds more reasonable than checking the “distance” between the accurate and approximated wave numbers since it is not working in the space domain. Therefore, we chose the maximum-norm as our criterion for designing the objective functions to extend the accurate wave number coverage as widely as possible. diff --git a/semeval2017/test/S0021999113003422.ann b/semeval2017/test/S0021999113003422.ann new file mode 100644 index 0000000..47e09da --- /dev/null +++ b/semeval2017/test/S0021999113003422.ann @@ -0,0 +1,14 @@ +T1 Material 8 30 numerical oscillations +T2 Material 75 79 ISPM +T3 Process 105 116 IBM kernels +T4 Process 286 308 Lagrangian description +T5 Process 443 473 kernel interpolation functions +T7 Task 913 935 Maple computer program +T6 Process 777 802 Cartesian staggered grids +T8 Process 998 1005 kernels +T9 Task 529 612 a new family of kernel functions which do not introduce these spurious oscillations +T10 Material 403 415 oscillations +T11 Process 618 634 kernel functions +T12 Material 870 882 oscillations +T13 Process 888 909 computing derivatives +T14 Task 958 1005 obtain explicit expressions for the new kernels diff --git a/semeval2017/test/S0021999113003422.txt b/semeval2017/test/S0021999113003422.txt new file mode 100644 index 0000000..270320b --- /dev/null +++ b/semeval2017/test/S0021999113003422.txt @@ -0,0 +1 @@ +Similar numerical oscillations to those described above also emerge in the ISPM when utilising classical IBM kernels due to their lack of regularity (with discontinuous second derivatives). Furthermore, it is important to remark that the immersed structure stresses are captured in the Lagrangian description and hence, in order to compute them accurately, it is important to ensure that these spurious oscillations are not introduced via the kernel interpolation functions. In this paper, the authors have specifically designed a new family of kernel functions which do not introduce these spurious oscillations. The kernel functions are obtained by taking into account discrete reproducibility conditions as originally introduced by Peskin [14] (in our case, tailor-made for Cartesian staggered grids) and regularity requirements to prevent the appearance of spurious oscillations when computing derivatives. A Maple computer program has been developed to obtain explicit expressions for the new kernels. diff --git a/semeval2017/test/S002199911300346X.ann b/semeval2017/test/S002199911300346X.ann new file mode 100644 index 0000000..8df74eb --- /dev/null +++ b/semeval2017/test/S002199911300346X.ann @@ -0,0 +1,39 @@ +T1 Process 0 15 Contact methods +T3 Process 140 155 contact methods +T4 Process 264 282 contact algorithms +T5 Process 299 313 Lagrangian SGH +T6 Material 88 91 SGH +T7 Process 406 428 contact surface scheme +T8 Process 490 504 contact method +T9 Process 521 542 master–slave approach +T10 Material 586 591 nodes +T11 Material 687 700 slave surface +T12 Material 723 733 ghost mesh +T13 Material 784 795 slave zones +T14 Material 847 860 slave surface +T15 Material 868 879 ghost zones +T17 Material 1084 1111 cell-centered hydrodynamics +T18 Material 1113 1116 CCH +* Synonym-of T17 T18 +T2 Material 59 86 staggered-grid hydrodynamic +* Synonym-of T2 T6 +T20 Material 1345 1348 CCH +T19 Task 1362 1412 solve a Riemann-like problem at the node of a zone +T21 Process 335 339 HEMP +T22 Process 437 442 TOODY +T23 Process 473 479 DYNA2D +T24 Process 508 513 TOODY +R1 Hyponym-of Arg1:T9 Arg2:T8 +T25 Material 599 614 contact surface +T26 Material 641 654 internal node +T27 Material 742 756 phony elements +* Synonym-of T12 T27 +T29 Material 963 986 ghost zone surface area +T30 Material 994 1006 surface area +T31 Material 1014 1028 master surface +T32 Task 1034 1056 contact surface method +T33 Process 1061 1111 nodal-based Lagrangian cell-centered hydrodynamics +T16 Process 1203 1208 TOODY +T28 Process 1224 1246 area fraction approach +T34 Process 1250 1255 TOODY +T35 Process 1345 1356 CCH methods diff --git a/semeval2017/test/S002199911300346X.txt b/semeval2017/test/S002199911300346X.txt new file mode 100644 index 0000000..deb5cde --- /dev/null +++ b/semeval2017/test/S002199911300346X.txt @@ -0,0 +1 @@ +Contact methods have been developed and used in Lagrangian staggered-grid hydrodynamic (SGH) calculations for many years. Early examples of contact methods are discussed in Wilkins [37] and Cherry et al. [7]. Hallquist et al. [17] provides an overview of multiple contact algorithms used in various Lagrangian SGH codes dating back to HEMP [37]. Of particular interest, Hallquist et al. [17] describes the contact surface scheme used in TOODY [31] and later implemented in DYNA2D [36]. The contact method of TOODY uses a master–slave approach. The goal of this approach is to treat the nodes on the contact surface in a manner similar to an internal node. The physical properties of the slave surface are interpolated to a ghost mesh (termed phony elements in [17]) that overlays the slave zones. The physical properties are interpolated from the slave surface to the ghost zones using surface area weights. The surface area weights are equal to the ratio of the ghost zone surface area to the surface area of the master surface. The contact surface method for nodal-based Lagrangian cell-centered hydrodynamics (CCH) presented in this paper will use surface area weights similar in concept to those in TOODY. Following the area fraction approach of TOODY may seem retrospective; however, using surface area weights naturally extends to the new CCH methods that solve a Riemann-like problem at the node of a zone [10,24,25,3]. diff --git a/semeval2017/test/S0021999113004555.ann b/semeval2017/test/S0021999113004555.ann new file mode 100644 index 0000000..f486979 --- /dev/null +++ b/semeval2017/test/S0021999113004555.ann @@ -0,0 +1,15 @@ +T1 Process 6 30 Runge–Kutta IMEX schemes +T2 Process 83 96 HEVI solution +T3 Process 124 142 atmospheric motion +T4 Process 160 177 ARS(2,3,2) scheme +T5 Process 276 299 Strang carryover scheme +T7 Process 568 587 Rosenbrock solution +T8 Process 702 721 Rosenbrock solution +T9 Process 744 757 Newton solver +T10 Process 780 801 time-step restriction +T6 Process 315 331 Strang splitting +T11 Process 682 698 wave propagation +T12 Process 725 757 one iteration of a Newton solver +* Synonym-of T8 T12 +T13 Process 818 836 vertical advection +T14 Process 852 882 slowing the vertical advection diff --git a/semeval2017/test/S0021999113004555.txt b/semeval2017/test/S0021999113004555.txt new file mode 100644 index 0000000..20c583c --- /dev/null +++ b/semeval2017/test/S0021999113004555.txt @@ -0,0 +1 @@ +Three Runge–Kutta IMEX schemes were tested by Ullrich and Jablonowski [23] for the HEVI solution of the equations governing atmospheric motion. They tested the ARS(2,3,2) scheme of Ascher et al. [1] and also suggested the less computationally expensive but nearly as accurate Strang carryover scheme. This involves Strang splitting but the first implicit stage is cleverly re-used from the final implicit stage of the previous time-step and so there is only one implicit solution per time-step. Another novel approach taken by Ullrich and Jablonowski [23] is to use a Rosenbrock solution in order to treat all of the vertical terms implicitly rather than just the terms involved in wave propagation. A Rosenbrock solution is one iteration of a Newton solver. This circumvents the time-step restriction associated with vertical advection at the cost of slowing the vertical advection. diff --git a/semeval2017/test/S0021999113005603.ann b/semeval2017/test/S0021999113005603.ann new file mode 100644 index 0000000..db983fa --- /dev/null +++ b/semeval2017/test/S0021999113005603.ann @@ -0,0 +1,24 @@ +T1 Process 89 119 cumulative averaging technique +T2 Process 159 195 divided into spatially-oriented bins +T3 Material 239 247 velocity +T4 Material 252 273 shear-stress profiles +T5 Process 318 345 Cumulative Averaging Method +T6 Process 347 350 CAM +* Synonym-of T5 T6 +T7 Process 368 387 stress tensor field +T8 Process 410 438 Irving–Kirkwood relationship +T9 Process 447 475 least-squares polynomial fit +T11 Process 658 670 macro solver +T12 Material 709 729 Nth order polynomial +T14 Material 782 802 Mth order polynomial +T13 Material 999 1010 polynomials +T15 Material 1097 1114 new slip velocity +T16 Material 1181 1219 compressed wall micro-element solution +T17 Task 123 135 reduce noise +T18 Process 227 273 resolve the velocity and shear-stress profiles +T10 Task 514 526 reduce noise +T19 Process 555 574 continuous function +T20 Process 587 603 stability issues +T21 Process 617 670 supplying highly fluctuating data to the macro solver +T22 Process 674 691 least-squares fit +T23 Material 1135 1149 macro solution diff --git a/semeval2017/test/S0021999113005603.txt b/semeval2017/test/S0021999113005603.txt new file mode 100644 index 0000000..86a052a --- /dev/null +++ b/semeval2017/test/S0021999113005603.txt @@ -0,0 +1 @@ +After all micro elements reach a relaxed steady-state, measurements are obtained using a cumulative averaging technique to reduce noise. Each micro element is divided into spatially-oriented bins in the y-direction in order to resolve the velocity and shear-stress profiles. Velocity in each bin is measured using the Cumulative Averaging Method (CAM) [24], while the stress tensor field is measured using the Irving–Kirkwood relationship [25]. A least-squares polynomial fit to the data is performed, which helps reduce noise further. The fit produces a continuous function that avoids stability issues arising from supplying highly fluctuating data to the macro solver. A least-squares fit is applied to an Nth order polynomial for the velocity profile in the core region, and an Mth order polynomial for the velocity profile in the constrained region:(16)〈ui,core〉=∑k=1Nbk,iyi′(N−k),for 0⩽yi′⩽hcore, and(17)〈ui,cs〉=∑k=1Mck,iyi″(M−k),for 0⩽yi″⩽hcs, where bk,i and ck,i are the coefficients of the polynomials used in the core micro region and constrained region respectively. An estimate of the new slip velocity uB for input to the macro solution (6) is taken directly from the compressed wall micro-element solution (16), at yi′=0. diff --git a/semeval2017/test/S0021999113005652.ann b/semeval2017/test/S0021999113005652.ann new file mode 100644 index 0000000..203183e --- /dev/null +++ b/semeval2017/test/S0021999113005652.ann @@ -0,0 +1,23 @@ +T1 Material 49 63 Schmidt number +T2 Material 102 130 bulk-mean concentration of B +T3 Task 21 94 quantify the effects of the Schmidt number and the chemical reaction rate +T5 Material 233 252 degradation product +T6 Process 270 292 acidification of water +T7 Material 636 650 Schmidt number +T8 Process 851 867 turbulent mixing +T9 Material 1025 1040 Reynolds number +T10 Process 1188 1214 aquarium chemical reaction +T11 Process 1291 1310 practical modelling +T12 Material 430 437 Schmidt +T13 Material 476 504 bulk-mean concentration CB⁎¯ +T14 Material 543 571 bulk-mean concentration of B +T4 Process 72 94 chemical reaction rate +T15 Process 300 317 chemical reaction +T16 Material 329 357 bulk-mean concentration of B +T17 Process 446 468 chemical reaction rate +T18 Process 605 627 chemical reaction rate +T19 Material 715 745 equilibrium concentration of A +T20 Process 807 824 chemical reaction +T21 Process 972 989 chemical reaction +T22 Material 1101 1116 Reynolds number +T23 Process 1319 1331 gas exchange diff --git a/semeval2017/test/S0021999113005652.txt b/semeval2017/test/S0021999113005652.txt new file mode 100644 index 0000000..478cb6c --- /dev/null +++ b/semeval2017/test/S0021999113005652.txt @@ -0,0 +1 @@ +It is interesting to quantify the effects of the Schmidt number and the chemical reaction rate on the bulk-mean concentration of B in water. The data could present important information on evaluating the environmental impacts of the degradation product of B, as well as acidification of water by the chemical reaction. Here, the bulk-mean concentration of B is defined by(24)CB⁎¯=∫01〈CB⁎〉(z⁎)dz⁎ Fig. 15 depicts the effect of the Schmidt and the chemical reaction rate on the bulk-mean concentration CB⁎¯. It is worth to mention here that the bulk-mean concentration of B reaches approximately 0.6 as the chemical reaction rate and the Schmidt number increase to infinite, and the concentration is smaller than the equilibrium concentration of A at the interface. This figure indicates that progress of the chemical reaction is somewhat interfered by turbulent mixing in water, and the efficiency of the chemical reaction is up to approximately 60%. The efficiency of the chemical reaction in water will be a function of the Reynolds number of the water flow, and the efficiency could increase as the Reynolds number increases. We need an extensive investigation on the efficiency of the aquarium chemical reaction in the near future to extend the results of this study further to establish practical modelling for the gas exchange between air and water. diff --git a/semeval2017/test/S0021999113005718.ann b/semeval2017/test/S0021999113005718.ann new file mode 100644 index 0000000..7df0283 --- /dev/null +++ b/semeval2017/test/S0021999113005718.ann @@ -0,0 +1,17 @@ +T1 Task 0 20 Numerical simulation +T2 Process 28 36 gas flow +T3 Process 134 171 conventional continuum fluid dynamics +T4 Process 229 254 thermodynamic equilibrium +T5 Material 349 363 channel height +T6 Process 501 537 direct simulation Monte Carlo method +T7 Process 539 543 DSMC +T8 Process 559 563 DSMC +* Synonym-of T6 T7 +T9 Process 599 625 internal-flow applications +T10 Material 662 679 high-aspect ratio +T11 Material 744 761 high-aspect ratio +T14 Process 434 477 accurate and flexible modelling alternative +T15 Process 402 422 molecular collisions +R1 Hyponym-of Arg1:T6 Arg2:T14 +T16 Process 1012 1032 long channel network +T17 Task 783 801 multiscale problem diff --git a/semeval2017/test/S0021999113005718.txt b/semeval2017/test/S0021999113005718.txt new file mode 100644 index 0000000..fd488da --- /dev/null +++ b/semeval2017/test/S0021999113005718.txt @@ -0,0 +1 @@ +Numerical simulation of the gas flow through such non-trivial internal geometries is, however, extremely challenging. This is because conventional continuum fluid dynamics, which assumes that locally a gas is close to a state of thermodynamic equilibrium, becomes invalid or inaccurate as the smallest characteristic scale of the geometry (e.g. the channel height) approaches the mean distance between molecular collisions, λ [1]. An accurate and flexible modelling alternative for these cases is the direct simulation Monte Carlo method (DSMC) [2]. However, DSMC can be prohibitively expensive for internal-flow applications, which typically have a geometry of high-aspect ratio (i.e. are extremely long, relative to their cross-section). The high-aspect ratio creates a formidable multiscale problem: processes need to be resolved occurring over the smallest characteristic scale of the geometry (e.g. a channelʼs height), as well as over the largest characteristic scale of the geometry (e.g. the length of a long channel network), simultaneously. diff --git a/semeval2017/test/S0021999113006955.ann b/semeval2017/test/S0021999113006955.ann new file mode 100644 index 0000000..0770bc0 --- /dev/null +++ b/semeval2017/test/S0021999113006955.ann @@ -0,0 +1,34 @@ +T1 Process 32 57 high-order discretisation +T2 Process 66 100 exponential convergence properties +T4 Process 275 314 parametrisation of the surface elements +T6 Process 596 611 mesh refinement +T7 Process 615 648 higher solution polynomial orders +T8 Process 715 730 geometric error +T9 Material 777 800 coarse curvilinear mesh +T11 Process 956 979 reduce this lower bound +T14 Process 1152 1175 exponential convergence +T15 Material 1265 1283 element boundaries +T16 Process 1232 1283 discontinuities are aligned with element boundaries +T17 Material 1327 1334 element +T18 Process 1371 1394 geometric approximation +T19 Task 1446 1461 cardiac problem +T20 Material 820 826 meshes +T3 Material 170 178 solution +T21 Material 183 195 true surface +T22 Material 298 314 surface elements +T5 Material 390 406 smooth solutions +T23 Process 678 702 geometry parametrisation +T24 Task 736 755 analytic test cases +R1 Hyponym-of Arg1:T9 Arg2:T20 +T25 Material 890 898 solution +T10 Material 987 995 solution +T12 Material 1010 1018 solution +T13 Material 1098 1106 solution +T26 Material 1484 1496 true surface +T27 Material 1501 1509 solution +T28 Material 1406 1418 true surface +T29 Material 1126 1138 true surface +T30 Process 866 898 capture features in the solution +T31 Process 918 938 capture the geometry +T32 Material 1181 1182 P +T33 Material 1187 1189 Pg diff --git a/semeval2017/test/S0021999113006955.txt b/semeval2017/test/S0021999113006955.txt new file mode 100644 index 0000000..b72502c --- /dev/null +++ b/semeval2017/test/S0021999113006955.txt @@ -0,0 +1 @@ +The test cases confirm that the high-order discretisation retains exponential convergence properties with increasing geometric and expansion polynomial order if both the solution and true surface are smooth. Errors are found to saturate when the geometric errors, due to the parametrisation of the surface elements, begin to dominate the temporal and spatial discretisation errors. For the smooth solutions considered as test cases, the results show that this dominance of geometric errors quickly limits the effectiveness of further increases in the number of degrees of freedom, either through mesh refinement or higher solution polynomial orders. Increasing the order of the geometry parametrisation reduces the geometric error. The analytic test cases presented here use a coarse curvilinear mesh; for applications, meshes are typically more refined in order to capture features in the solution and so will better capture the geometry and consequently reduce this lower bound on the solution error. If the solution is not smooth, we do not expect to see rapid convergence. In the case that the solution is smooth, but the true surface is not, then exponential convergence with P and Pg can only be achieved if, and only if, the discontinuities are aligned with element boundaries. However, if discontinuities lie within an element, convergence will be limited by the geometric approximation, since the true surface cannot be captured. In the cardiac problem, we consider both the true surface and solution to be smooth. diff --git a/semeval2017/test/S0021999116303291.ann b/semeval2017/test/S0021999116303291.ann new file mode 100644 index 0000000..6785da3 --- /dev/null +++ b/semeval2017/test/S0021999116303291.ann @@ -0,0 +1,37 @@ +T1 Process 0 3 DPD +T2 Process 61 69 isotropy +T3 Process 75 94 Galilean invariance +T4 Process 130 150 lattice-gas automata +T5 Material 198 221 coarse-grained particle +T6 Process 437 454 Langevin dynamics +T7 Process 458 468 thermostat +T8 Process 711 727 angular momentum +T9 Process 736 751 linear momentum +T10 Process 849 876 profile-unbiased thermostat +T11 Process 878 881 PUT +* Synonym-of T11 T10 +T12 Task 944 984 nonequilibrium molecular dynamics (NEMD) +T13 Process 944 977 nonequilibrium molecular dynamics +T14 Process 979 983 NEMD +* Synonym-of T14 T13 +T15 Task 1233 1293 recover thermodynamic, dynamical, and rheological properties +T16 Material 1297 1311 complex fluids +T19 Process 1521 1538 polymeric systems +T20 Process 166 169 DPD +T21 Process 352 354 MD +T22 Process 574 591 Langevin dynamics +T23 Process 769 788 Galilean invariance +T24 Process 800 835 dependence on the relative velocity +R1 Hyponym-of Arg1:T24 Arg2:T23 +T25 Process 843 846 DPD +T26 Process 1123 1126 DPD +T27 Process 1205 1208 DPD +T28 Process 1438 1441 DPD +T29 Process 1465 1482 Langevin dynamics +T18 Material 1334 1351 polymer solutions +T30 Material 1358 1379 colloidal suspensions +T17 Material 1386 1402 multiphase flows +T31 Material 1413 1431 biological systems +T32 Material 229 238 particles +T33 Material 1606 1614 polymers +T34 Process 1578 1598 dynamic fluctuations diff --git a/semeval2017/test/S0021999116303291.txt b/semeval2017/test/S0021999116303291.txt new file mode 100644 index 0000000..add9f66 --- /dev/null +++ b/semeval2017/test/S0021999116303291.txt @@ -0,0 +1 @@ +DPD was first proposed in order to recover the properties of isotropy (and Galilean invariance) that were broken in the so-called lattice-gas automata method [5]. In DPD, each body is regarded as a coarse-grained particle. These particles interact in a soft (and short-ranged) potential, allowing larger integration timesteps than would be possible in MD, while simultaneously decreasing the number of degrees of freedom required. As in Langevin dynamics, a thermostat consisting of well-balanced damping and stochastic terms is applied to each particle. However, unlike in Langevin dynamics, both terms are pairwise and the damping term is based on relative velocities, leading to the conservation of both the angular momentum and the linear momentum. The property of Galilean invariance (i.e., the dependence on the relative velocity) makes DPD a profile-unbiased thermostat (PUT) [6,7] by construction and thus it is an ideal thermostat for nonequilibrium molecular dynamics (NEMD) [8]. The momentum is expected to propagate locally (while global momentum is conserved) and thus the correct hydrodynamics is expected in DPD [8], as demonstrated previously in [9]. Due to the aforementioned properties, DPD has been widely used to recover thermodynamic, dynamical, and rheological properties of complex fluids, with applications in polymer solutions [10], colloidal suspensions [11], multiphase flows [12], and biological systems [13]. DPD has been compared with Langevin dynamics for out-of-equilibrium simulations of polymeric systems in [14], where as expected the correct dynamic fluctuations of the polymers were obtained with the former but not with the latter. diff --git a/semeval2017/test/S0032386107010518.ann b/semeval2017/test/S0032386107010518.ann new file mode 100644 index 0000000..752218a --- /dev/null +++ b/semeval2017/test/S0032386107010518.ann @@ -0,0 +1,30 @@ +T1 Material 120 139 functional polymers +T2 Task 260 286 macromolecular engineering +T3 Process 295 309 polymerization +T4 Material 420 439 telechelic polymers +T5 Material 446 478 polymers with defined chain-ends +R1 Hyponym-of Arg1:T4 Arg2:T5 +T6 Process 531 567 atom transfer radical polymerization +T7 Process 579 584 CuAAC +T8 Material 0 39 Copper-catalyzed Huisgen cycloadditions +T9 Process 569 573 ATRP +* Synonym-of T6 T9 +T10 Process 1255 1280 nucleophilic substitution +T11 Material 1245 1251 azides +T12 Material 1322 1329 alkynes +T13 Material 1471 1492 ω-functional polymers +T14 Material 1515 1529 triazole rings +T16 Task 107 139 synthesis of functional polymers +T17 Material 214 232 synthetic polymers +T18 Process 750 754 ATRP +T19 Process 773 787 polymerization +T20 Process 840 844 ATRP +T21 Process 1113 1117 ATRP +T22 Process 1146 1151 CuAAC +T23 Process 1388 1393 CuAAC +T24 Process 1216 1220 ATRP +R2 Hyponym-of Arg1:T18 Arg2:T19 +T25 Process 885 921 preparation of well-defined polymers +T26 Material 913 921 polymers +T27 Material 1171 1203 ω-bromine chain-ends of polymers +T15 Process 1593 1600 H-bonds diff --git a/semeval2017/test/S0032386107010518.txt b/semeval2017/test/S0032386107010518.txt new file mode 100644 index 0000000..5bc2d2d --- /dev/null +++ b/semeval2017/test/S0032386107010518.txt @@ -0,0 +1 @@ +Copper-catalyzed Huisgen cycloadditions have been recently extensively studied by polymer chemists for the synthesis of functional polymers (either end-functional or side-functional). The post-functionalization of synthetic polymers is an important feature of macromolecular engineering as many polymerization mechanisms are rather sensitive to the presence of bulky or functional groups. For example, a wide variety of telechelic polymers (i.e. polymers with defined chain-ends) can be efficiently prepared using a combination of atom transfer radical polymerization (ATRP) and CuAAC. This strategy was independently reported in early 2005 by van Hest and Opsteen [31], Lutz et al. [32], and Matyjaszewski et al. [33]. Such step was important since ATRP is a very popular polymerization method in modern materials science [34,35]. Indeed, ATRP is a facile technique, which allows the preparation of well-defined polymers with narrow molecular weight distribution, predictable chain length, controlled microstructure, defined chain-ends and controlled architecture [36–41]. However, the range of possibilities of ATRP can be further broadened by CuAAC. For instance, the ω-bromine chain-ends of polymers prepared by ATRP can be transformed into azides by nucleophilic substitution and subsequently reacted with functional alkynes (Scheme 3) [32]. Due to the very high chemoselectivity of CuAAC, this method is highly modular and may be used to synthesize a wide range of ω-functional polymers. Moreover, the formed triazole rings are not “passive” spacers but interesting functions exhibiting H-bonds capability, aromaticity and rigidity. diff --git a/semeval2017/test/S0032386108009397.ann b/semeval2017/test/S0032386108009397.ann new file mode 100644 index 0000000..af55a16 --- /dev/null +++ b/semeval2017/test/S0032386108009397.ann @@ -0,0 +1,33 @@ +T2 Process 4 25 viscoelastic behavior +T3 Material 29 39 elastomers +T1 Task 111 158 characterize the dynamics of the polymer chains +T5 Process 483 501 constraint release +T4 Material 344 357 polymer melts +T6 Task 659 683 control of the mesh size +T7 Material 144 158 polymer chains +T8 Material 893 909 precursor chains +T11 Material 284 297 polymer chain +T12 Material 596 618 crosslinked elastomers +T13 Material 969 984 PDMS elastomers +T14 Material 1014 1018 PDMS +T15 Material 1051 1068 unattached chains +T16 Material 1070 1072 Mg +T17 Material 1082 1094 network mesh +T18 Material 1096 1098 Mx +* Synonym-of T15 T16 +* Synonym-of T17 T18 +T19 Material 1561 1582 chemical cross-links. +T20 Material 194 208 Polymer chains +T21 Material 461 472 probe chain +T22 Material 730 734 mesh +T23 Material 864 868 mesh +T24 Material 1198 1202 PDMS +T9 Process 1160 1165 Mx>Me +T10 Process 1170 1175 MxMe +T26 Process 1292 1297 MxMe and MxMe and Mx1.7. diff --git a/semeval2017/test/S0370269302014880.ann b/semeval2017/test/S0370269302014880.ann new file mode 100644 index 0000000..3066435 --- /dev/null +++ b/semeval2017/test/S0370269302014880.ann @@ -0,0 +1,57 @@ +T1 Material 14 31 charmonium states +T2 Task 171 191 experimental program +T3 Material 333 349 original picture +T4 Process 523 558 subsequent evolution of the system, +T5 Material 573 592 hidden charm mesons +T6 Process 620 685 absorption of pre-resonance charmonium states by nuclear nucleons +T7 Process 720 768 interactions of charmonia with secondary hadrons +T8 Process 785 838 dissociation of cc̄ bound states in deconfined medium +T9 Process 886 901 J/ψ suppression +T10 Material 951 965 proton–nucleus +T11 Process 970 996 nucleus–nucleus collisions +T12 Material 1002 1019 light projectiles +T13 Task 1134 1149 NA50 experiment +T14 Process 1284 1299 J/ψ suppression +T15 Process 1318 1349 formation of quark–gluon plasma +T16 Process 1367 1383 comover scenario +T18 Material 246 249 J/ψ +T19 Material 402 411 charmonia +T20 Process 476 510 primary nucleon–nucleon collisions +T21 Material 669 685 nuclear nucleons +T22 Process 770 778 comovers +T23 Process 840 861 anomalous suppression +T24 Process 1090 1109 nuclear suppression +T25 Material 1071 1088 sweeping nucleons +T26 Material 1186 1191 Pb+Pb +T17 Material 32 35 J/ψ +T27 Material 40 42 ψ′ +R1 Hyponym-of Arg1:T17 Arg2:T1 +R2 Hyponym-of Arg1:T27 Arg2:T1 +T28 Process 46 72 nucleus–nucleus collisions +T29 Material 46 53 nucleus +T30 Material 54 61 nucleus +T31 Task 0 72 Production of charmonium states J/ψ and ψ′ in nucleus–nucleus collisions +T32 Task 238 327 use the J/ψ as a probe of the state of matter created at the early stage of the collision +T33 Material 484 491 nucleon +T34 Material 492 499 nucleon +T35 Process 687 713 normal nuclear suppression +* Synonym-of T35 T6 +T36 Material 736 745 charmonia +T37 Material 761 768 hadrons +* Synonym-of T22 T7 +T38 Material 648 658 charmonium +* Synonym-of T8 T23 +T39 Material 801 804 cc̄ +T40 Material 886 889 J/ψ +T41 Material 918 938 Drell–Yan muon pairs +T42 Material 978 985 nucleus +T43 Material 970 977 nucleus +T44 Material 1223 1226 J/ψ +T45 Material 1157 1184 heavy projectile and target +R3 Hyponym-of Arg1:T26 Arg2:T45 +T46 Process 1223 1238 J/ψ suppression +T47 Process 1243 1261 central collisions +T48 Material 1284 1287 J/ψ +T49 Material 1331 1349 quark–gluon plasma +T50 Material 1351 1354 QGP +* Synonym-of T49 T50 diff --git a/semeval2017/test/S0370269302014880.txt b/semeval2017/test/S0370269302014880.txt new file mode 100644 index 0000000..32e527c --- /dev/null +++ b/semeval2017/test/S0370269302014880.txt @@ -0,0 +1 @@ +Production of charmonium states J/ψ and ψ′ in nucleus–nucleus collisions has been studied at CERN SPS over the previous 15 years by the NA38 and NA50 Collaborations. This experimental program was mainly motivated by the suggestion [1] to use the J/ψ as a probe of the state of matter created at the early stage of the collision. The original picture [1] (see also [2] for a modern review) assumes that charmonia are created exclusively at the initial stage of the reaction in primary nucleon–nucleon collisions. During the subsequent evolution of the system, the number of hidden charm mesons is reduced because of: (a) absorption of pre-resonance charmonium states by nuclear nucleons (normal nuclear suppression), (b) interactions of charmonia with secondary hadrons (comovers), (c) dissociation of cc̄ bound states in deconfined medium (anomalous suppression). It was found [3] that J/ψ suppression with respect to Drell–Yan muon pairs measured in proton–nucleus and nucleus–nucleus collisions with light projectiles can be explained by the so-called “normal” (due to sweeping nucleons) nuclear suppression alone. In contrast, the NA50 experiment with a heavy projectile and target (Pb+Pb) revealed essentially stronger J/ψ suppression for central collisions [4–7]. This anomalous J/ψ suppression was attributed to formation of quark–gluon plasma (QGP) [7], but a comover scenario cannot be excluded [8]. diff --git a/semeval2017/test/S0370269302014892.ann b/semeval2017/test/S0370269302014892.ann new file mode 100644 index 0000000..a492d22 --- /dev/null +++ b/semeval2017/test/S0370269302014892.ann @@ -0,0 +1,20 @@ +T1 Task 39 72 formula for meson pair production +T2 Task 259 266 formula +T4 Process 839 862 two-photon annihilation +T5 Process 913 940 electromagnetic form factor +T7 Task 1117 1139 Brodsky–Lepage formula +T8 Material 51 61 meson pair +T9 Process 51 72 meson pair production +T10 Material 174 195 electromagnetic meson +T3 Process 313 378 neglecting part of the amplitudes with opposite photon helicities +T11 Material 361 378 photon helicities +T12 Process 636 664 partonic transverse momentum +T13 Process 672 695 hard scattering process +T14 Material 843 849 photon +T15 Material 876 881 pions +T16 Material 974 983 pion pair +T6 Material 1002 1026 annihilation form factor +T17 Material 1027 1033 R2π(s) +* Synonym-of T6 T17 +T18 Process 1151 1194 vanishing cross section for γγ annihilation +T19 Material 1209 1230 neutral pseudoscalars diff --git a/semeval2017/test/S0370269302014892.txt b/semeval2017/test/S0370269302014892.txt new file mode 100644 index 0000000..ce29ebb --- /dev/null +++ b/semeval2017/test/S0370269302014892.txt @@ -0,0 +1 @@ +Brodsky and Lepage [8] have proposed a formula for meson pair production which looks similar to (25), except for a different charge factor and the appearance of the timelike electromagnetic meson form factor instead of the annihilation form factor R(s). This formula was obtained from the leading-twist result by neglecting part of the amplitudes with opposite photon helicities. As has been pointed out in [9], this part is however not approximately independent of the pion distribution amplitude and not generically small. We also remark that the appearance of Fπ(s) in the γγ→π+π− amplitude is no longer observed if corrections from partonic transverse momentum in the hard scattering process are taken into account, and that these corrections are not numerically small for the values of s we are dealing with [13]. Notice further that two-photon annihilation produces two pions in a C-even state, whereas the electromagnetic form factor projects on the C-odd state of a pion pair. In contrast, our annihilation form factor R2π(s) is C-even as discussed after (24). Finally, due to a particular charge factor, the Brodsky–Lepage formula leads to a vanishing cross section for γγ annihilation into pairs of neutral pseudoscalars. diff --git a/semeval2017/test/S0370269303015478.ann b/semeval2017/test/S0370269303015478.ann new file mode 100644 index 0000000..be40f0f --- /dev/null +++ b/semeval2017/test/S0370269303015478.ann @@ -0,0 +1,22 @@ +T1 Process 6 28 perturbative expansion +T2 Process 105 132 tree-level unitarity bounds +T3 Process 136 166 loop-improved unitarity bounds +T4 Process 67 79 exact bounds +T5 Process 195 211 unitarity bounds +T6 Task 226 245 tree-level analysis +T7 Task 257 276 tree level analysis +T8 Process 309 328 equivalence theorem +T9 Process 353 378 high-energy approximation +T10 Material 455 473 gauge-boson masses +T11 Process 541 560 equivalence theorem +T12 Process 569 586 decoupling regime +T13 Process 632 652 unitarity constraint +T14 Process 706 721 quantum effects +T15 Process 729 771 decays of the light CP-even Higgs boson h0 +T16 Task 690 771 investigate the quantum effects in the decays of the light CP-even Higgs boson h0 +T17 Task 784 864 looking for sizeable differences with respect to the SM in the decoupling regime +T18 Process 847 864 decoupling regime +T19 Process 837 839 SM +T20 Material 757 768 Higgs boson +T21 Material 769 771 h0 +* Synonym-of T21 T20 diff --git a/semeval2017/test/S0370269303015478.txt b/semeval2017/test/S0370269303015478.txt new file mode 100644 index 0000000..2ddc556 --- /dev/null +++ b/semeval2017/test/S0370269303015478.txt @@ -0,0 +1 @@ +Since perturbative expansion is used, it is impossible to find the exact bounds; instead, one can derive tree-level unitarity bounds or loop-improved unitarity bounds. In this study, we will use unitarity bounds coming from a tree-level analysis [20]. This tree level analysis is derived with the help of the equivalence theorem [21], which itself is a high-energy approximation where it is assumed that the energy scale is much larger than the Z0 and W± gauge-boson masses. We will consider here this “high-energy” hypothesis that both the equivalence theorem and the decoupling regime are well settled, but in such a way that the unitarity constraint is also fulfilled. Our purpose is to investigate the quantum effects in the decays of the light CP-even Higgs boson h0, especially looking for sizeable differences with respect to the SM in the decoupling regime. diff --git a/semeval2017/test/S0370269303017222.ann b/semeval2017/test/S0370269303017222.ann new file mode 100644 index 0000000..0891426 --- /dev/null +++ b/semeval2017/test/S0370269303017222.ann @@ -0,0 +1,18 @@ +T1 Process 7 16 bag model +T2 Process 43 74 oscillator confining potentials +T3 Process 220 256 Pairwise spin-dependent interactions +T4 Process 274 288 level ordering +T5 Process 312 335 color-spin interactions +T6 Process 368 392 flavor-spin interactions +T7 Process 431 453 q3 color wave function +T8 Process 476 509 flavor-spin-orbital wave function +T9 Material 540 546 quarks +T10 Process 566 591 flavor-spin wave function +T11 Process 660 683 flavor-spin interaction +T12 Material 692 697 quark +T13 Process 719 740 orbital wave function +T14 Process 773 798 flavor-spin wave function +T15 Process 808 831 flavor-spin interaction +T16 Material 1039 1044 quark +T17 Process 905 920 mass splittings +T18 Process 1039 1049 quark spin diff --git a/semeval2017/test/S0370269303017222.txt b/semeval2017/test/S0370269303017222.txt new file mode 100644 index 0000000..6814028 --- /dev/null +++ b/semeval2017/test/S0370269303017222.txt @@ -0,0 +1 @@ +In the bag model and in linear or harmonic oscillator confining potentials, the first excited S-state lies above the lowest P-state, making the predicted Roper mass heavier than the lightest negative parity baryon mass. Pairwise spin-dependent interactions must reverse the level ordering. As mentioned earlier, color-spin interactions fail in this regard [29], while flavor-spin interactions produce the desired effect. Since the q3 color wave function is antisymmetric, the flavor-spin-orbital wave function is totally symmetric. For all quarks in an S-state, the flavor-spin wave function is totally symmetric all by itself and leads to the most attractive flavor-spin interaction. If one quark is in a P-state, the orbital wave function is mixed symmetry and so is the flavor-spin wave function, and the flavor-spin interaction is a less attractive. In the SU(3)F symmetric case, Eq. (1), one obtains mass splittings (2)ΔMχ=−14Cχ,N(939),N∗(1440),−4Cχ,Δ(1232),−2Cχ,N∗(1535). Here we have approximated the N∗(1535) as a state with total quark spin-1/2. diff --git a/semeval2017/test/S037026930301801X.ann b/semeval2017/test/S037026930301801X.ann new file mode 100644 index 0000000..b312e18 --- /dev/null +++ b/semeval2017/test/S037026930301801X.ann @@ -0,0 +1,17 @@ +T1 Process 421 433 decay energy +T2 Process 544 566 breakup cross-sections +T3 Material 870 885 alpha-particles +T4 Material 891 907 valence neutrons +T6 Task 915 984 comprehensive measurements of the neutron-removal and cluster breakup +T7 Process 969 984 cluster breakup +T8 Material 70 91 di-cluster structures +T9 Process 125 140 breakup process +T10 Process 173 229 wavefunctions of the ground state and the excited states +T11 Process 235 278 first-chance cluster breakup cross-sections +T12 Material 318 345 xHe+A−xHe cluster structure +T13 Material 605 611 nuclei +T14 Process 693 711 reaction mechanics +T15 Material 821 842 neutron rich isotopes +T16 Process 949 964 neutron-removal +T5 Process 789 813 dominant structural mode +T17 Material 1064 1088 neutron-rich Be isotopes diff --git a/semeval2017/test/S037026930301801X.txt b/semeval2017/test/S037026930301801X.txt new file mode 100644 index 0000000..c71386a --- /dev/null +++ b/semeval2017/test/S037026930301801X.txt @@ -0,0 +1 @@ +The measurements presented here provide evidence for the existence of di-cluster structures in 10–12,14Be. Certainly, if the breakup process samples the overlap between the wavefunctions of the ground state and the excited states, the first-chance cluster breakup cross-sections, shown in Fig. 4(a), indicate that the xHe+A−xHe cluster structure does not decrease over the mass range A=10, 12 and 14. Given also that the decay energy threshold increases with mass number, the present data may even indicate a slight increase in clustering. The breakup cross-sections also appear to demonstrate that these nuclei possess a stronger structural overlap with an α–Xn–α configuration, although the reaction mechanics by which this final state is reached may be complex. That is to say that the dominant structural mode of the neutron rich isotopes may be identified with two alpha-particles plus valence neutrons. These comprehensive measurements of the neutron-removal and cluster breakup for the first time provide experimental data whereby the structure of the most neutron-rich Be isotopes can be modeled via their reactions. diff --git a/semeval2017/test/S0370269304005829.ann b/semeval2017/test/S0370269304005829.ann new file mode 100644 index 0000000..b886830 --- /dev/null +++ b/semeval2017/test/S0370269304005829.ann @@ -0,0 +1,15 @@ +T1 Material 34 50 beta-beam source +T2 Material 79 100 static tritium source +T3 Process 122 132 beta-beams +T4 Process 145 160 neutrino fluxes +T5 Process 213 241 electron–neutrino scattering +T6 Material 458 470 reactor case +T7 Material 554 570 electron recoils +T8 Material 595 611 beta-beam source +T9 Process 692 716 neutrino magnetic moment +T10 Material 753 766 Helium-6 ions +T11 Material 692 700 neutrino +T12 Material 213 221 electron +T13 Material 222 230 neutrino +T14 Material 145 153 neutrino +T15 Material 815 824 neutrinos diff --git a/semeval2017/test/S0370269304005829.txt b/semeval2017/test/S0370269304005829.txt new file mode 100644 index 0000000..fcbabe3 --- /dev/null +++ b/semeval2017/test/S0370269304005829.txt @@ -0,0 +1 @@ +Let us now consider the case of a beta-beam source. Similarly to the case of a static tritium source, an advantage of the beta-beams is that the neutrino fluxes can be very accurately calculated. Fig. 3 shows the electron–neutrino scattering events in the range of 0.1 MeV to 1 MeV and 1 keV to 10 keV, respectively. (In Fig. 3(b) we have rounded to the nearest integer number of counts.) The shape of the flux-averaged cross sections is very similar to the reactor case as reflected in the event rates shown in the figures. As can be seen, by measuring electron recoils in the keV range with a beta-beam source one could, with a sufficiently strong source, have a very clear signature for a neutrino magnetic moment of 5×10−11μB. These figures are for Helium-6 ions, however, similar results can be obtained using neutrinos from 18Ne. The results shown are obtained for an intensity of 1015 ν/s (i.e., 1015  ions/s). If there is no magnetic moment, this intensity will produce about 170 events in the 0.1 MeV to 1 MeV range per year and 3 events in the 1 keV to 10 keV range per year. These numbers increase to 210 and 55, respectively, in the case of a magnetic moment of 5×10−11μB. diff --git a/semeval2017/test/S0370269304007567.ann b/semeval2017/test/S0370269304007567.ann new file mode 100644 index 0000000..d1fd27c --- /dev/null +++ b/semeval2017/test/S0370269304007567.ann @@ -0,0 +1,22 @@ +T1 Material 29 43 drift chambers +T2 Material 94 127 flash analog-to-digital converter +T3 Material 288 320 drift chamber simulation package +T4 Material 322 330 GARFIELD +R1 Hyponym-of Arg1:T4 Arg2:T3 +T5 Material 343 374 gas property simulation package +T6 Material 376 384 MAGBOLTZ +R2 Hyponym-of Arg1:T6 Arg2:T5 +T7 Process 894 908 magnetic field +T8 Process 975 996 chamber manufacturing +T9 Material 975 982 chamber +T10 Process 720 732 x–t relation +T11 Process 172 224 relation between the hit position and the drift time +T12 Process 226 238 x–t relation +* Synonym-of T12 T11 +T13 Process 245 257 x–t relation +T14 Material 404 412 chambers +T15 Process 1027 1039 x–t relation +T16 Process 1271 1283 x–t relation +T17 Material 1109 1120 chamber gas +T18 Process 1187 1199 x–t relation +T19 Material 1287 1291 ODCs diff --git a/semeval2017/test/S0370269304007567.txt b/semeval2017/test/S0370269304007567.txt new file mode 100644 index 0000000..e8191c3 --- /dev/null +++ b/semeval2017/test/S0370269304007567.txt @@ -0,0 +1 @@ +Each hit position inside the drift chambers was calculated from the drift time digitized by a flash analog-to-digital converter. The calculation was carried out based on a relation between the hit position and the drift time (x–t relation). The x–t relation was precisely calculated by a drift chamber simulation package, GARFIELD [20], and a gas property simulation package, MAGBOLTZ [21]. Although the chambers were constructed carefully with a tolerance of 100 μm, there was a small position deviation of wires and field-shaping patterns, which could locally modify the electric field. In order to take account of the limited accuracy in the chamber manufacturing, a correction was commonly applied to the calculated x–t relation throughout the experiments. The correction was obtained to minimize the χ2 in the fitting of straight tracks of clean muon events observed on the ground without magnetic field. The correction was as small as expected from the accuracy in the chamber manufacturing. During the observations, the x–t relation was affected by the variation in the pressure and temperature of the chamber gas. In order to take account of these time-dependent variations, the x–t relation was calibrated for each data-taking run. Especially in calibrating the x–t relation of ODCs, an absolute reference positions were provided by SciFi, which are not affected by the variation in the pressure nor temperature. diff --git a/semeval2017/test/S0370269304007816.ann b/semeval2017/test/S0370269304007816.ann new file mode 100644 index 0000000..61a6cf0 --- /dev/null +++ b/semeval2017/test/S0370269304007816.ann @@ -0,0 +1,9 @@ +T1 Process 16 34 multispecies model +T2 Process 73 119 harmonic, two-body and three-body interactions +T3 Task 3 67 define a new multispecies model of Calogero type in D dimensions +T4 Process 142 167 conformal SU(1,1) algebra +T6 Process 281 307 equidistant energy spectra +T7 Process 490 516 construct ladder operators +T8 Process 442 480 find their corresponding eigenenergies +T9 Process 338 374 construct all polynomial eigenstates +T10 Task 553 587 Analysing corresponding Fock space diff --git a/semeval2017/test/S0370269304007816.txt b/semeval2017/test/S0370269304007816.txt new file mode 100644 index 0000000..032baf0 --- /dev/null +++ b/semeval2017/test/S0370269304007816.txt @@ -0,0 +1 @@ +We define a new multispecies model of Calogero type in D dimensions with harmonic, two-body and three-body interactions. Using the underlying conformal SU(1,1) algebra, we indicate how to find the complete set of the states in Bargmann–Fock space. There are towers of states, with equidistant energy spectra in each tower. We explicitely construct all polynomial eigenstates, namely the center-of-mass states and global dilatation modes, and find their corresponding eigenenergies. We also construct ladder operators for these global collective states. Analysing corresponding Fock space, we detect the universal critical point at which the model exhibits singular behavior. The above results are universal for all systems with underlying conformal SU(1,1) symmetry. diff --git a/semeval2017/test/S0370269304008421.ann b/semeval2017/test/S0370269304008421.ann new file mode 100644 index 0000000..88487a4 --- /dev/null +++ b/semeval2017/test/S0370269304008421.ann @@ -0,0 +1,15 @@ +T1 Material 19 21 Pc +T2 Process 208 227 matter Hamiltonians +T3 Process 197 203 vacuum +T4 Process 109 129 conversion in matter +T5 Process 150 189 relative orientation of the eigenstates +T6 Process 269 296 analytical solutions for Pc +T7 Material 294 296 Pc +T8 Material 371 374 NSI +T9 Process 332 379 generalization of these results to the NSI case +R1 Hyponym-of Arg1:T7 Arg2:T8 +T10 Process 569 591 adiabaticity violation +T11 Material 812 820 neutrino +T12 Material 880 888 neutrino +T13 Material 962 964 Pc +T14 Material 1101 1109 neutrino diff --git a/semeval2017/test/S0370269304008421.txt b/semeval2017/test/S0370269304008421.txt new file mode 100644 index 0000000..02fa6f6 --- /dev/null +++ b/semeval2017/test/S0370269304008421.txt @@ -0,0 +1 @@ +The expression for Pc is also easily found in the same basis, where it becomes apparent that the dynamics of conversion in matter depends only on the relative orientation of the eigenstates of the vacuum and matter Hamiltonians. This allows to directly apply the known analytical solutions for Pc, and, upon rotating back, obtain a generalization of these results to the NSI case. For example, the answer for the infinite exponential profile [18,19] A∝exp(−r/r0) becomes Pc=exp[γ(1−cos2θrel)/2]−1exp(γ)−1, where γ≡4πr0Δ=πr0Δm2/Eν. We further observe that since γ⪢1 the adiabaticity violation occurs only when |θ−α|⪡1 and φ≃π/2, which is the analogue of the small-angle MSW [10,20] effect in the rotated basis. The “resonant” region in the Sun where level jumping can take place is narrow, defined by A≃Δ [21]. A neutrino produced at a lower density evolves adiabatically, while a neutrino produced at a higher density may undergo level crossing. The probability Pc in the latter case is given to a very good accuracy by the formula for the linear profile, with an appropriate gradient taken along the neutrino trajectory, (12)Pc≃Θ(A−Δ)e−γ(cos2θrel+1)/2, where Θ(x) is the step function, Θ(x)=1 for x>0 and Θ(x)=0 otherwise. We emphasize that our results differ from the similar ones given in [5,22] in three important respects: (i) they are valid for all, not just small values of α (which is essential for our application), (ii) they include the angle φ, and (iii) the argument of the Θ function does not contain cos2θ, as follows from [21]. We stress that for large values of α and φ≃π/2 adiabaticity is violated for large values of θ. diff --git a/semeval2017/test/S0370269304008494.ann b/semeval2017/test/S0370269304008494.ann new file mode 100644 index 0000000..32a010b --- /dev/null +++ b/semeval2017/test/S0370269304008494.ann @@ -0,0 +1,26 @@ +T1 Task 26 41 nuclear physics +T2 Task 49 111 observation of at least partial restoration of chiral symmetry +R1 Hyponym-of Arg1:T2 Arg2:T1 +T3 Material 123 145 chiral order parameter +T4 Material 147 150 q̄q +* Synonym-of T4 T3 +T5 Material 207 221 nuclear matter +T6 Material 278 294 quark condensate +T7 Process 332 354 photonuclear reactions +T8 Process 383 421 partial restoration of chiral symmetry +T9 Material 462 469 σ meson +T10 Material 499 503 pion +T11 Material 511 525 nuclear medium +T12 Material 477 491 chiral partner +T13 Material 627 633 photon +T14 Process 627 651 photon induced reactions +T15 Material 655 661 nuclei +T16 Material 747 754 σ meson +T17 Process 936 960 nuclear many-body system +T18 Material 1117 1123 nuclei +T19 Material 1203 1206 QCD +T20 Task 1071 1109 partial restoration of chiral symmetry +T21 Process 969 1038 Measuring a threshold enhancement of the π0π0 invariant mass spectrum +T22 Process 854 864 σ→ππ decay +T23 Process 555 601 measuring the π0π0 invariant mass distribution +T24 Material 718 731 quasiparticle diff --git a/semeval2017/test/S0370269304008494.txt b/semeval2017/test/S0370269304008494.txt new file mode 100644 index 0000000..0b2df23 --- /dev/null +++ b/semeval2017/test/S0370269304008494.txt @@ -0,0 +1 @@ +One major goal of current nuclear physics is the observation of at least partial restoration of chiral symmetry. Since the chiral order parameter 〈q̄q〉 is expected to decrease by about 30% already at normal nuclear matter density [1–4], any in-medium change due to the dropping quark condensate should in principle be observable in photonuclear reactions. The conjecture that such a partial restoration of chiral symmetry causes a softening and narrowing of the σ meson as the chiral partner of the pion in the nuclear medium [5,6] has led to the idea of measuring the π0π0 invariant mass distribution near the 2π threshold in photon induced reactions on nuclei [7]. In contrast to its questionable nature as a proper quasiparticle in vacuum, the σ meson might develop a much narrower peak at finite baryon density due to phase-space suppression for the σ→ππ decay, hence making it possible to explore its properties when embedded in a nuclear many-body system [8–11]. Measuring a threshold enhancement of the π0π0 invariant mass spectrum might serve as a signal for the partial restoration of chiral symmetry inside nuclei and, therefore, give information about one of the most fundamental features of QCD. diff --git a/semeval2017/test/S0370269304009293.ann b/semeval2017/test/S0370269304009293.ann new file mode 100644 index 0000000..d9beda7 --- /dev/null +++ b/semeval2017/test/S0370269304009293.ann @@ -0,0 +1,7 @@ +T1 Material 3 6 OPE +T2 Material 10 17 VQCD(r) +T3 Process 358 377 multipole expansion +T4 Material 624 637 QCD potential +T5 Process 673 692 multipole expansion +T6 Process 876 902 dimensional regularization +T7 Process 937 956 hard cutoff schemes diff --git a/semeval2017/test/S0370269304009293.txt b/semeval2017/test/S0370269304009293.txt new file mode 100644 index 0000000..60eb068 --- /dev/null +++ b/semeval2017/test/S0370269304009293.txt @@ -0,0 +1 @@ +An OPE of VQCD(r) was developed in [3]. In this and the next paragraph, we review the content of that paper relevant to our analysis. Within this framework, short-distance contributions are contained in the potentials, which are in fact the Wilson coefficients, while non-perturbative contributions are contained in the matrix elements that are organized in multipole expansion in r→ at r≪ΛQCD−1. The following relation was derived: (16)VQCD(r)=VS(r)+δEUS(r),(17)δEUS=−ig2TFNC∫0∞dte−iΔV(r)t×〈r→⋅E→a(t)φadj(t,0)abr→⋅E→b(0)〉+O(r3). VS(r) denotes the singlet potential. δEUS(r) denotes the non-perturbative contribution to the QCD potential, which starts at O(ΛQCD3r2) in the multipole expansion. ΔV(r)=VO(r)−VS(r) denotes the difference between the octet and singlet potentials; see [3] for details. Intuitively VS(r) corresponds to VUV(r;μf) and δEUS(r) to VIR(r;μf). We adopt dimensional regularization in our analysis; we also refer to hard cutoff schemes when discussing conceptual aspects. diff --git a/semeval2017/test/S0370269304012638.ann b/semeval2017/test/S0370269304012638.ann new file mode 100644 index 0000000..3f79173 --- /dev/null +++ b/semeval2017/test/S0370269304012638.ann @@ -0,0 +1,16 @@ +T1 Material 114 126 two-loop QED +T2 Process 114 143 two-loop QED effective action +T3 Process 203 218 one-loop action +T4 Process 299 311 higher loops +T5 Process 384 409 all-loop effective action +T6 Task 681 718 analysis of N=2 covariant supergraphs +T7 Material 697 718 covariant supergraphs +T8 Process 856 871 D3-brane action +T9 Material 875 882 AdS5×S5 +T10 Material 934 948 Coulomb branch +T11 Material 959 970 gauge group +T12 Material 971 976 SU(N) +R1 Hyponym-of Arg1:T12 Arg2:T11 +T13 Material 1001 1013 SU(N−1)×U(1) +T14 Material 917 926 SU(N) SYM +T15 Task 1051 1078 F6 tests of this conjecture diff --git a/semeval2017/test/S0370269304012638.txt b/semeval2017/test/S0370269304012638.txt new file mode 100644 index 0000000..1dce03a --- /dev/null +++ b/semeval2017/test/S0370269304012638.txt @@ -0,0 +1 @@ +It has recently been demonstrated [15] (see also [13] and references therein) that for a self-dual background the two-loop QED effective action takes a remarkably simple form that is very similar to the one-loop action in the same background. There are expectations that this similarity persists at higher loops, and therefore there should be some remarkable structure encoded in the all-loop effective action for gauge theories. In the supersymmetric case, one has to replace the requirement of self-duality by that of relaxed super self-duality [16] in order to arrive at conclusions similar to those given in [15]. Further progress in this direction may be achieved through the analysis of N=2 covariant supergraphs. Finally, we believe that the results of this Letter may be helpful in the context of the conjectured correspondence [17–19] between the D3-brane action in AdS5×S5 and the low-energy action for N=4 SU(N) SYM on its Coulomb branch, with the gauge group SU(N) spontaneously broken to SU(N−1)×U(1). There have appeared two independent F6 tests of this conjecture [19,20], with conflicting conclusions. The approach advocated here provides the opportunity for a further test. diff --git a/semeval2017/test/S037877531001949X.ann b/semeval2017/test/S037877531001949X.ann new file mode 100644 index 0000000..55c1dc3 --- /dev/null +++ b/semeval2017/test/S037877531001949X.ann @@ -0,0 +1,18 @@ +T1 Task 4 33 Substrate Induced Coagulation +T2 Task 35 38 SIC +* Synonym-of T1 T2 +T3 Material 223 236 carbon blacks +T4 Process 302 332 electromagnetic wave shielding +T5 Process 341 354 metallization +T6 Material 383 404 printed wiring boards +T7 Material 432 451 conducting polymers +T8 Material 461 467 Teflon +R1 Hyponym-of Arg1:T8 Arg2:T7 +T9 Process 502 513 dip-coating +T10 Process 663 685 meta-stable dispersion +T11 Process 711 722 SIC coating +T12 Material 734 746 carbon black +T13 Process 866 893 LiCoO2-composite electrodes +T14 Process 898 914 Li-ion batteries +T15 Process 105 112 coating +T16 Process 40 47 coating diff --git a/semeval2017/test/S037877531001949X.txt b/semeval2017/test/S037877531001949X.txt new file mode 100644 index 0000000..ece047f --- /dev/null +++ b/semeval2017/test/S037877531001949X.txt @@ -0,0 +1 @@ +The Substrate Induced Coagulation (SIC) coating process provides a self assembled and almost binder free coating with small particles. Most research so far has been used to coat a variety of surfaces with highly conductive carbon blacks [34,35,36]. Layers deposited by this technique have been used in electromagnetic wave shielding, in the metallization process of through-holes in printed wiring boards, and in the manufacture of conducting polymers (such as Teflon) [37,38,39]. An advantage of this dip-coating process is that it can be used for any kind of surface, provided the substrate is stable in water and that the particles used for the coating form a meta-stable dispersion. Recently, a non-aqueous SIC coating process of carbon black was developed by investigating the stabilities of non-aqueous dispersions [36]. These dispersions were used to prepare LiCoO2-composite electrodes for Li-ion batteries with an improved conductivity while keeping the content of active battery material high [35]. diff --git a/semeval2017/test/S0885230816301759.ann b/semeval2017/test/S0885230816301759.ann new file mode 100644 index 0000000..049640e --- /dev/null +++ b/semeval2017/test/S0885230816301759.ann @@ -0,0 +1,6 @@ +T1 Task 158 226 provides non-native learners with feedback on sentence stress errors +T2 Task 361 399 predict and detect the sentence stress +T3 Material 815 826 CALL system +T4 Process 22 53 sentence stress feedback system +T5 Process 446 477 prediction and detection models +T6 Process 517 548 stress feedback provision model diff --git a/semeval2017/test/S0885230816301759.txt b/semeval2017/test/S0885230816301759.txt new file mode 100644 index 0000000..832ecab --- /dev/null +++ b/semeval2017/test/S0885230816301759.txt @@ -0,0 +1 @@ +This paper proposes a sentence stress feedback system in which sentence stress prediction, detection, and feedback provision models are combined. This system provides non-native learners with feedback on sentence stress errors so that they can improve their English rhythm and fluency in a self-study setting. The sentence stress feedback system was devised to predict and detect the sentence stress of any practice sentence. The accuracy of the prediction and detection models was 96.6% and 84.1%, respectively. The stress feedback provision model offers positive or negative stress feedback for each spoken word by comparing the probability of the predicted stress pattern with that of the detected stress pattern. In an experiment that evaluated the educational effect of the proposed system incorporated in our CALL system, significant improvements in accentedness and rhythm were seen with the students who trained with our system but not with those in the control group. diff --git a/semeval2017/test/S092583881302834X.ann b/semeval2017/test/S092583881302834X.ann new file mode 100644 index 0000000..242640f --- /dev/null +++ b/semeval2017/test/S092583881302834X.ann @@ -0,0 +1,13 @@ +T1 Material 21 24 MGs +T2 Task 235 266 search for a BE in plastic flow +T3 Process 319 332 shear-banding +T4 Process 402 423 Anelastic deformation +T5 Process 663 689 shear transformation zones +T6 Process 691 695 STZs +* Synonym-of T5 T6 +T7 Task 791 818 observe anelasticity in MGs +T8 Task 1064 1107 investigate the effects of torque reversal. +T9 Material 299 302 MGs +T10 Material 178 180 MG +T11 Material 745 748 MGs +T12 Material 973 975 MG diff --git a/semeval2017/test/S092583881302834X.txt b/semeval2017/test/S092583881302834X.txt new file mode 100644 index 0000000..fb16ef6 --- /dev/null +++ b/semeval2017/test/S092583881302834X.txt @@ -0,0 +1 @@ +Plastically deformed MGs develop inhomogeneity and show harder and softer regions [16]. While this could in principle be associated with a BE according to the composite model, a MG provides no basis for a dislocation-based theory. The search for a BE in plastic flow is hindered by the softening of MGs associated with shear-banding (in contrast to the work-hardening familiar in conventional alloys). Anelastic deformation is, however, of interest as its time-dependence must relate to relaxation processes in the MG structure that in turn should be connected to the onset of plasticity. In particular, anelasticity may offer a way to study the operation of the shear transformation zones (STZs [17]) often used to interpret the deformation of MGs. Fujita et al. have used torsion tests to observe anelasticity in MGs loaded (at maximum, on the cylindrical sample surface) to 30%, 16% and just 4% of the shear yield stress τy [18]. In the present work we apply torsion to MG samples to reach stresses up to 24% of τy, and for the first time in the elastic regime investigate the effects of torque reversal. diff --git a/semeval2017/test/S0925838814009669.ann b/semeval2017/test/S0925838814009669.ann new file mode 100644 index 0000000..b969f02 --- /dev/null +++ b/semeval2017/test/S0925838814009669.ann @@ -0,0 +1,32 @@ +T1 Material 0 3 SPS +T3 Process 102 115 consolidation +T4 Task 127 193 investigated the effect of processing of cryomilled Al 5083 powder +T5 Process 198 201 SPS +T6 Process 208 255 X-ray Diffraction (XRD) grain size calculations +T8 Process 638 709 combination of cryomilling and SPS of AA-5356/B4C nanocomposites powder +T9 Task 824 914 investigated the effect of SPS on mechanically milled AA6061 (Al–Mg–Si) micro-alloy powder +T10 Process 273 276 SPS +T11 Material 491 494 SPS +T12 Material 787 805 bulk nanocomposite +T13 Material 1020 1023 SPS +T16 Material 1143 1170 unmilled and milled powders +T17 Material 1266 1296 milled nanocrystalline powders +T2 Process 44 115 retain the nanostructure of aluminum alloy powders during consolidation +T18 Material 55 94 nanostructure of aluminum alloy powders +T19 Material 72 94 aluminum alloy powders +T20 Process 154 193 processing of cryomilled Al 5083 powder +T21 Material 168 193 cryomilled Al 5083 powder +T22 Process 208 225 X-ray Diffraction +T23 Process 227 230 XRD +* Synonym-of T22 T23 +T24 Material 319 324 alloy +T7 Process 438 453 nanoindentation +T25 Material 471 477 AA5083 +T26 Process 653 664 cryomilling +T27 Process 669 672 SPS +T28 Material 676 709 AA-5356/B4C nanocomposites powder +T29 Process 851 854 SPS +T30 Material 858 914 mechanically milled AA6061 (Al–Mg–Si) micro-alloy powder +T31 Material 858 884 mechanically milled AA6061 +T32 Material 886 894 Al–Mg–Si +* Synonym-of T31 T32 diff --git a/semeval2017/test/S0925838814009669.txt b/semeval2017/test/S0925838814009669.txt new file mode 100644 index 0000000..fdbd236 --- /dev/null +++ b/semeval2017/test/S0925838814009669.txt @@ -0,0 +1 @@ +SPS has been utilized in several studies to retain the nanostructure of aluminum alloy powders during consolidation. Ye et al. investigated the effect of processing of cryomilled Al 5083 powder via SPS [13]. X-ray Diffraction (XRD) grain size calculations before and after SPS showed that the average grain size of the alloy only increased from 25nm to 50nm (from powder to bulk state). Subsequently, the hardness values obtained through nanoindentation for specimens of AA5083 produced via SPS were highly improved in comparison to conventional sintering methods were grain coarsening takes place on a larger scale. In another study the combination of cryomilling and SPS of AA-5356/B4C nanocomposites powder was found to largely improve the microhardness and flexural strengths of the bulk nanocomposite. Rana et al. [14] investigated the effect of SPS on mechanically milled AA6061 (Al–Mg–Si) micro-alloy powder. The average grain size after 20h of milling was ∼35nm and increased to only ∼85nm after processing with SPS at 500°C. Microhardness and compressive tests were carried out on the consolidated near full density specimens of both unmilled and milled powders and the results showed significant increase in both hardness and compressive strengths for the milled nanocrystalline powders as a result of the very fine grain size. diff --git a/semeval2017/test/S0927025614003322.ann b/semeval2017/test/S0927025614003322.ann new file mode 100644 index 0000000..59d480e --- /dev/null +++ b/semeval2017/test/S0927025614003322.ann @@ -0,0 +1,15 @@ +T1 Task 15 48 high-throughput materials science +T4 Process 304 317 WEB-based API +T5 Material 374 391 AFLOWLIB database +T6 Task 329 391 improve the accessibility and utility of the AFLOWLIB database +T10 Material 563 584 simulation provenance +T11 Material 589 607 runtime properties +T12 Process 804 830 sharing of updates of data +T13 Material 893 913 alloy phase diagrams +T2 Task 207 275 efficient interfaces to interrogate available data on various levels +T3 Material 471 490 physical properties +T7 Material 492 549 thermodynamic, crystallographic, or mechanical properties +* Synonym-of T3 T7 +T8 Process 673 724 browse a class of materials with a desired property +T9 Process 745 768 higher level work-flows +T14 Process 774 783 interface diff --git a/semeval2017/test/S0927025614003322.txt b/semeval2017/test/S0927025614003322.txt new file mode 100644 index 0000000..5d063ce --- /dev/null +++ b/semeval2017/test/S0927025614003322.txt @@ -0,0 +1 @@ +A principle of high-throughput materials science is that one does not know a priori where the value of the data lies for any specific application. Trends and insights are deduced a posteriori. This requires efficient interfaces to interrogate available data on various levels. We have developed a simple WEB-based API to greatly improve the accessibility and utility of the AFLOWLIB database [14] to the scientific community. Through it, the client can access calculated physical properties (thermodynamic, crystallographic, or mechanical properties), as well as simulation provenance and runtime properties of the included systems. The data may be used directly (e.g., to browse a class of materials with a desired property) or integrated into higher level work-flows. The interface also allows for the sharing of updates of data used in previous published works, e.g., previously calculated alloy phase diagrams [19–31], thus the database can be expanded systematically. diff --git a/semeval2017/test/S0927025614006181.ann b/semeval2017/test/S0927025614006181.ann new file mode 100644 index 0000000..0cf4ee8 --- /dev/null +++ b/semeval2017/test/S0927025614006181.ann @@ -0,0 +1,29 @@ +T1 Process 4 27 Discrete Element Method +T2 Material 39 46 spheres +T3 Material 177 195 granular materials +T4 Process 412 443 explicit time stepping approach +T5 Process 473 508 translational and rotational motion +T6 Process 545 551 forces +T7 Process 666 702 linear spring–dashpot–slider analogy +T8 Process 945 962 Particle cohesion +T9 Process 1042 1077 translational and rotational motion +T10 Process 1115 1170 half step leap-frog Verlet numerical integration scheme +T11 Material 1181 1199 particle positions +T12 Material 1204 1214 velocities +T13 Task 147 195 modelling packing and flow of granular materials +T14 Process 1216 1236 Near-neighbour lists +T16 Process 556 563 moments +T17 Process 447 468 numerically integrate +T18 Material 601 642 inter-particle and particle wall contacts +T19 Process 704 718 Contact forces +T20 Material 812 829 particles centres +T21 Process 831 857 Particle elastic stiffness +T22 Material 831 847 Particle elastic +T23 Process 868 884 sphere “overlap” +T24 Process 917 932 contact damping +T25 Material 1086 1094 particle +T26 Material 1302 1319 particle contacts +T27 Process 1326 1339 zoning method +T15 Material 1435 1450 particle centre +T28 Material 1485 1505 contacting particles +T29 Material 868 874 sphere diff --git a/semeval2017/test/S0927025614006181.txt b/semeval2017/test/S0927025614006181.txt new file mode 100644 index 0000000..6fce0ce --- /dev/null +++ b/semeval2017/test/S0927025614006181.txt @@ -0,0 +1 @@ +The Discrete Element Method applied to spheres is well established as a reasonably realistic tool, in a wide range of engineering disciplines, for modelling packing and flow of granular materials; Asmar et al. [8] describes the fundamentals of this method as applied by code developed in-house at Nottingham; since these are widely documented the details are not reproduced here, simply a summary. It applies an explicit time stepping approach to numerically integrate the translational and rotational motion of each particle from the resulting forces and moments acting on them at each timestep. The inter-particle and particle wall contacts are modelled using the linear spring–dashpot–slider analogy. Contact forces are modelled in the normal and tangential directions with respect to the line connecting the particles centres. Particle elastic stiffness is set so sphere “overlap” is not significant and moderate contact damping is applied. Particle cohesion can also be modelled but is assumed to be negligible in the current study. The translational and rotational motion of each particle is modelled using a half step leap-frog Verlet numerical integration scheme to update particle positions and velocities. Near-neighbour lists are used to increase the computational efficiency of determining particle contacts and a zoning method is used each time the list is composed; that is the system is divided into cubic regions, each particle centre is within one zone, and potential contacting particles are within the same or next-door neighbour zones. Full details are given in Asmar et al. [8]. diff --git a/semeval2017/test/S0927025615006357.ann b/semeval2017/test/S0927025615006357.ann new file mode 100644 index 0000000..6ca387a --- /dev/null +++ b/semeval2017/test/S0927025615006357.ann @@ -0,0 +1,24 @@ +T1 Process 15 39 crystal plasticity model +T2 Process 61 65 XFEM +T3 Task 87 136 study cyclic deformation and fatigue crack growth +T4 Material 142 170 nickel-based superalloy LSHR +T5 Process 288 318 RVE-based finite element model +T6 Process 453 490 crystal plasticity constitutive model +T7 Material 563 595 user-defined material subroutine +T8 Material 597 601 UMAT +T9 Material 646 652 ABAQUS +T10 Process 706 729 finite element analyses +T11 Process 827 839 crack growth +T12 Process 857 871 XFEM technique +T13 Process 880 914 calibrated crystal plasticity UMAT +T14 Process 938 952 plastic strain +T15 Material 172 198 Low Solvus High Refractory +T16 Material 166 170 LSHR +* Synonym-of T16 T15 +T17 Process 507 525 cyclic deformation +* Synonym-of T7 T8 +T18 Task 819 839 predict crack growth +T19 Task 423 490 determine the parameters of a crystal plasticity constitutive model +T20 Task 265 318 develop and evaluate a RVE-based finite element model +T21 Material 741 790 monotonic, stress relaxation and cyclic test data +T22 Process 969 987 fracture criterion diff --git a/semeval2017/test/S0927025615006357.txt b/semeval2017/test/S0927025615006357.txt new file mode 100644 index 0000000..9568ddd --- /dev/null +++ b/semeval2017/test/S0927025615006357.txt @@ -0,0 +1 @@ +In this paper, crystal plasticity model, in combination with XFEM, has been applied to study cyclic deformation and fatigue crack growth in a nickel-based superalloy LSHR (Low Solvus High Refractory) at high temperature. The first objective of this research was to develop and evaluate a RVE-based finite element model with the incorporation of a realistic material microstructure. The second objective of this work was to determine the parameters of a crystal plasticity constitutive model to describe the cyclic deformation behaviour of the material by using a user-defined material subroutine (UMAT) interfaced with the finite element package ABAQUS. The model parameters were calibrated from extensive finite element analyses to fit the monotonic, stress relaxation and cyclic test data. The third objective was to predict crack growth by combining the XFEM technique and the calibrated crystal plasticity UMAT, for which accumulated plastic strain was used as the fracture criterion. diff --git a/semeval2017/test/S096386951400070X.ann b/semeval2017/test/S096386951400070X.ann new file mode 100644 index 0000000..1e36327 --- /dev/null +++ b/semeval2017/test/S096386951400070X.ann @@ -0,0 +1,14 @@ +T2 Process 105 150 electrical resonance of an eddy current probe +T3 Material 175 188 impedance SNR +T4 Material 209 212 SNR +T5 Process 347 387 defect-decoupling resonance-shift effect +T6 Process 414 458 near electrical resonance signal enhancement +T7 Process 460 465 NERSE +* Synonym-of T6 T7 +T8 Process 479 484 NERSE +T9 Process 535 549 ECT inspection +T10 Process 825 830 NERSE +T11 Material 657 677 electrical impedance +T1 Material 132 150 eddy current probe +T12 Material 303 306 SNR +T13 Task 15 48 highlighted a band of frequencies diff --git a/semeval2017/test/S096386951400070X.txt b/semeval2017/test/S096386951400070X.txt new file mode 100644 index 0000000..1ba0396 --- /dev/null +++ b/semeval2017/test/S096386951400070X.txt @@ -0,0 +1 @@ +This paper has highlighted a band of frequencies, outside the conventional operation range, and close to electrical resonance of an eddy current probe, where the magnitude of impedance SNR reaches a peak. The SNR of scans of three slots of varying depth were enhanced by a factor of up to 3.7, from the SNR measured at 1MHz. This is a result of a defect-decoupling resonance-shift effect and is referred to as the near electrical resonance signal enhancement (NERSE) phenomenon. NERSE frequency operation has significant potential for ECT inspection, and opens up a range of investigative possibilities. Within this investigation, only the magnitude of the electrical impedance has been analyzed. An immediate extension of this investigation will be to consider phase information, and determine whether a similar exploitable NERSE effect exists. diff --git a/semeval2017/test/S0963869514000875.ann b/semeval2017/test/S0963869514000875.ann new file mode 100644 index 0000000..eae9f97 --- /dev/null +++ b/semeval2017/test/S0963869514000875.ann @@ -0,0 +1,20 @@ +T1 Task 76 120 use of other time–frequency analysis methods +T2 Process 126 142 STFT spectrogram +T5 Process 436 459 time–frequency analysis +T6 Process 469 494 discrete wavelet analysis +T7 Process 522 547 multi-resolution analysis +T8 Material 571 590 temporal resolution +T9 Material 629 649 frequency resolution +T10 Material 737 745 SH waves +T11 Process 768 773 EMATs +T12 Material 969 998 longitudinal ultrasonic waves +T13 Material 1002 1023 electromagnetic waves +T14 Process 89 112 time–frequency analysis +T3 Process 281 292 spectrogram +R1 Hyponym-of Arg1:T6 Arg2:T5 +T4 Material 397 417 frequency resolution +T15 Material 308 324 fixed resolution +T16 Material 346 361 time resolution +T17 Material 657 681 low frequency components +T18 Material 806 825 pulsed array system +T19 Task 889 949 demonstrating this phenomenon with a number of other systems diff --git a/semeval2017/test/S0963869514000875.txt b/semeval2017/test/S0963869514000875.txt new file mode 100644 index 0000000..eff66af --- /dev/null +++ b/semeval2017/test/S0963869514000875.txt @@ -0,0 +1 @@ +There are a number of avenues to explore for future work, in particular the use of other time–frequency analysis methods. The STFT spectrogram was utilised here, as it is the simplest to implement. Whilst all of the echoes could be clearly resolved in both time and frequency, the spectrogram suffers from a fixed resolution, i.e. an increase of time resolution necessarily leads to a decrease in frequency resolution. Other methods of time–frequency analysis, such as discrete wavelet analysis, benefit from advantage of multi-resolution analysis, which offers improved temporal resolution of the high frequency components, and frequency resolution of the low frequency components [25,18,19]. Also, whilst the current work has utilised SH waves that are generated by EMATs, the physics that describes the pulsed array system is universal to other types of waves. Future work will include demonstrating this phenomenon with a number of other systems, for example using longitudinal ultrasonic waves or electromagnetic waves. diff --git a/semeval2017/test/S0963869514000954.ann b/semeval2017/test/S0963869514000954.ann new file mode 100644 index 0000000..b7c9335 --- /dev/null +++ b/semeval2017/test/S0963869514000954.ann @@ -0,0 +1,23 @@ +T1 Process 0 30 Global optimisation algorithms +T2 Task 57 87 solve the optimisation problem +T3 Material 231 250 local minima/maxima +T4 Process 256 273 genetic algorithm +T5 Process 275 277 GA +T6 Process 289 318 global optimisation technique +* Synonym-of T4 T5 +T7 Material 470 494 decision variable domain +T8 Material 496 497 X +* Synonym-of T7 T8 +T9 Material 633 643 population +T10 Material 645 651 parent +R1 Hyponym-of Arg1:T10 Arg2:T9 +T11 Process 872 874 GA +T12 Process 125 162 incorporating statistical information +T13 Process 192 211 objective functions +R2 Hyponym-of Arg1:T6 Arg2:T5 +T14 Process 324 361 mimics biological evolution processes +T15 Process 428 460 random selection of a population +T16 Process 504 521 genetic algorithm +T17 Process 587 623 selects a group of individual values +T18 Process 679 688 crossover +T19 Process 692 700 mutation diff --git a/semeval2017/test/S0963869514000954.txt b/semeval2017/test/S0963869514000954.txt new file mode 100644 index 0000000..2603c00 --- /dev/null +++ b/semeval2017/test/S0963869514000954.txt @@ -0,0 +1 @@ +Global optimisation algorithms are used in this study to solve the optimisation problem as they are known to be efficient in incorporating statistical information and dealing with complicated objective functions that have multiple local minima/maxima. The genetic algorithm (GA) is such a global optimisation technique that mimics biological evolution processes and is used in this particular study. The algorithm starts with a random selection of a population from the decision variable domain (X). The genetic algorithm repeatedly modifies this population. At each step, the algorithm selects a group of individual values from the population (parent) which are evolved through crossover or mutation to produce members of the next generation. This process is repeated for several generations until an optimum solution is reached. See [19] for a fuller description of the GA. diff --git a/semeval2017/test/S0963869514001066.ann b/semeval2017/test/S0963869514001066.ann new file mode 100644 index 0000000..2a8fc65 --- /dev/null +++ b/semeval2017/test/S0963869514001066.ann @@ -0,0 +1,25 @@ +T1 Process 7 28 Total Focusing Method +T2 Process 30 33 TFM +T3 Material 141 149 FMC data +T4 Process 350 370 Linear interpolation +T5 Process 467 481 TFM image ITFM +T6 Process 589 606 Hilbert transform +T7 Material 671 691 transmitting element +T8 Material 728 745 receiving element +T9 Material 937 940 FMC +T10 Process 976 992 conventional TFM +T11 Material 186 195 x–z plane +T12 Material 234 238 grid +T13 Process 215 238 discretized into a grid +T14 Process 302 348 synthesize a focus at every point in this grid +T15 Process 292 298 summed +T16 Material 344 348 grid +T17 Process 426 444 discretely sampled +T18 Material 467 476 TFM image +T19 Material 633 641 FMC data +T20 Material 747 748 R +* Synonym-of T8 T20 +T21 Material 693 694 T +* Synonym-of T7 T21 +T22 Process 815 824 summation +T23 Material 857 883 transmitter–receiver pairs diff --git a/semeval2017/test/S0963869514001066.txt b/semeval2017/test/S0963869514001066.txt new file mode 100644 index 0000000..7aa368e --- /dev/null +++ b/semeval2017/test/S0963869514001066.txt @@ -0,0 +1 @@ +In the Total Focusing Method (TFM) the beam is synthetically focused at every point in the target region [7] as follows. After obtaining the FMC data, the target region, which is in the x–z plane in 2D (Fig. 1), is discretized into a grid. The signals from all elements in the array are then summed to synthesize a focus at every point in this grid. Linear interpolation of the time domain signals is necessary since they are discretely sampled. The intensity of the TFM image ITFM at any point (x,z) is given by:(10)ITFM(x,z)=|∑HTR(1c((xT−x)2+z2+(xR−x)2+z2))|forallT,Rwhere HTR(t) is the Hilbert transform of a signal uTR(t) in the FMC data, xT is the x-position of the transmitting element (T) and xR is the x-position of the receiving element (R). Note that the z-position of all elements is zero (Fig. 3a). The summation is carried out for all possible transmitter–receiver pairs and therefore uses all the information captured with FMC. This algorithm is referred to as ‘conventional TFM’ in this paper. diff --git a/semeval2017/test/S0963869514001078.ann b/semeval2017/test/S0963869514001078.ann new file mode 100644 index 0000000..6a0f30f --- /dev/null +++ b/semeval2017/test/S0963869514001078.ann @@ -0,0 +1,14 @@ +T1 Process 61 78 Lorentz mechanism +T2 Material 108 113 steel +T3 Material 138 154 low carbon steel +T4 Process 166 192 magnetostrictive mechanism +T5 Material 269 288 ferromagnetic oxide +T6 Material 410 424 magnetic field +T7 Process 437 458 generation efficiency +T8 Material 799 804 EMATs +T9 Task 820 846 studying phase transitions +T10 Material 850 865 magnetic alloys +T11 Process 739 776 electromagnetic ultrasound generation +R1 Hyponym-of Arg1:T3 Arg2:T2 +T12 Process 576 601 magnetic phase transition +T13 Process 645 685 ferromagnetic to paramagnetic transition diff --git a/semeval2017/test/S0963869514001078.txt b/semeval2017/test/S0963869514001078.txt new file mode 100644 index 0000000..760de02 --- /dev/null +++ b/semeval2017/test/S0963869514001078.txt @@ -0,0 +1 @@ +It is known that as the temperature of the sample rises, the Lorentz mechanism remains dominant until Tc of steel is reached (770°C for a low carbon steel), when the magnetostrictive mechanism becomes more efficient [15]. Previously this has been thought due to a thin ferromagnetic oxide layer on the sample surface, the surface being cooler than the bulk of the material [16,17]. This layer concentrates the magnetic field, increasing generation efficiency. Recent studies also show that rearrangement of the magnetic moments from ordered domains to a disordered state at a magnetic phase transition lowers the magnetostrictive constant. This ferromagnetic to paramagnetic transition is accompanied by large changes in the efficiency of electromagnetic ultrasound generation leading to the use of EMATs as a method of studying phase transitions in magnetic alloys [18]. diff --git a/semeval2017/test/S0963869515000572.ann b/semeval2017/test/S0963869515000572.ann new file mode 100644 index 0000000..5c27695 --- /dev/null +++ b/semeval2017/test/S0963869515000572.ann @@ -0,0 +1,18 @@ +T3 Material 0 38 Shear horizontal (SH) ultrasound waves +T4 Material 43 55 guided waves +R1 Hyponym-of Arg1:T3 Arg2:T4 +T5 Material 431 434 SH0 +T6 Process 635 648 SH ultrasound +T7 Material 922 930 SH waves +T8 Material 949 959 bulk waves +T1 Process 261 282 bulk shear wave speed +T9 Process 483 499 shear wave speed +T2 Process 567 583 shear wave speed +T10 Process 528 549 phase and group speed +* Synonym-of T10 T2 +T11 Process 610 621 oscillation +T12 Material 690 694 wave +* Synonym-of T7 T8 +T13 Process 122 133 propagation +T14 Process 899 910 propagation +T15 Process 735 746 propagation diff --git a/semeval2017/test/S0963869515000572.txt b/semeval2017/test/S0963869515000572.txt new file mode 100644 index 0000000..529c4ea --- /dev/null +++ b/semeval2017/test/S0963869515000572.txt @@ -0,0 +1 @@ +Shear horizontal (SH) ultrasound waves are guided waves (they have propagation properties affected by the geometry of the propagation medium), with symmetric and anti-symmetric modes; phase and group speeds are dependent on frequency, sample thickness, and the bulk shear wave speed [11,12]. The properties of the different modes can be very useful, such as in thickness measurement [13], but in this case they are a complication. SH0 has a thickness independent speed, equal to the shear wave speed, and is non-dispersive (the phase and group speed are equal to the shear wave speed for all frequencies). The oscillation direction of SH ultrasound is in the plane of the surface where the wave was generated, and perpendicular to the propagation direction, as shown in Fig. 1, with respect to a reference interface, which is typically a sample surface. Under certain conditions, such as over short propagation distances, SH waves can be treated as bulk waves. diff --git a/semeval2017/test/S0968432814000250.ann b/semeval2017/test/S0968432814000250.ann new file mode 100644 index 0000000..e4cc545 --- /dev/null +++ b/semeval2017/test/S0968432814000250.ann @@ -0,0 +1,32 @@ +T1 Task 0 9 Volume EM +T2 Process 33 45 transmission +T3 Material 49 78 scanning electron microscopes +T4 Material 274 306 transmission electron microscopy +T5 Task 340 391 ultrastructural examination of biomedical specimens +T6 Task 439 459 cell biology studies +T7 Process 509 535 deposition of heavy metals +T8 Task 965 992 visualisation of structures +T9 Material 1238 1255 low beam energies +T10 Process 1272 1290 interaction volume +T11 Task 1360 1374 volume imaging +T12 Process 1443 1472 traditional manual techniques +T13 Process 1489 1503 latest systems +T14 Task 804 820 electron imaging +T15 Process 722 750 scanning electron microscopy +T16 Process 752 755 SEM +* Synonym-of T15 T16 +T17 Process 722 767 scanning electron microscopy (SEM) technology +T18 Material 308 311 TEM +* Synonym-of T4 T18 +T19 Material 523 535 heavy metals +T20 Process 822 826 SEMs +T21 Material 832 863 field emission electron sources +T22 Material 868 902 high efficiency electron detectors +T23 Material 1001 1018 synaptic vesicles +T24 Material 1023 1032 membranes +T25 Material 1165 1182 membrane bilayers +T26 Task 1132 1182 resolving individual leaflets of membrane bilayers +T27 Process 1292 1318 enhancing axial resolution +T28 Process 1383 1412 transmission and scanning EMs +T29 Task 1526 1544 sample preparation +T30 Task 1549 1556 imaging diff --git a/semeval2017/test/S0968432814000250.txt b/semeval2017/test/S0968432814000250.txt new file mode 100644 index 0000000..20d57c9 --- /dev/null +++ b/semeval2017/test/S0968432814000250.txt @@ -0,0 +1 @@ +Volume EM can be performed using transmission or scanning electron microscopes. Each approach has its own strengths and weaknesses, and the choice is dependant on the required lateral (x, y) and axial (z) resolution, and the size of the structure of interest. Historically, transmission electron microscopy (TEM) was the tool of choice for ultrastructural examination of biomedical specimens at sub-nanometer resolution. However, for many cell biology studies structural resolution is actually limited by the deposition of heavy metals onto membranes during sample preparation. In addition, voxel dimensions may only need to be half that of the smallest expected feature of interest (Briggman and Bock, 2012). Advances in scanning electron microscopy (SEM) technology are now driving a paradigm shift in electron imaging. SEMs with field emission electron sources and high efficiency electron detectors can achieve lateral resolutions in the order of 3nm, allowing visualisation of structures such as synaptic vesicles and membranes (De Winter et al., 2009; Knott et al., 2008; Vihinen et al., 2013; Villinger et al., 2012), though resolving individual leaflets of membrane bilayers remains a challenge (Vihinen et al., 2013). The use of low beam energies also limits the interaction volume, enhancing axial resolution (Hennig and Denk, 2007). In this review, volume imaging in both transmission and scanning EMs will be explored, moving from traditional manual techniques, through to the latest systems where aspects of both sample preparation and imaging have been automated. diff --git a/semeval2017/test/S1010603009002676.ann b/semeval2017/test/S1010603009002676.ann new file mode 100644 index 0000000..50a35f0 --- /dev/null +++ b/semeval2017/test/S1010603009002676.ann @@ -0,0 +1,33 @@ +T1 Task 30 142 experimental observations on how solvents can vary the TPA and TPF properties of fluorescent rhodamine (Rh) dyes +T2 Process 85 88 TPA +T3 Process 93 96 TPF +T4 Material 111 142 fluorescent rhodamine (Rh) dyes +T5 Material 143 147 Rh6G +T6 Material 149 152 RhB +T7 Material 157 162 Rh101 +R1 Hyponym-of Arg1:T5 Arg2:T4 +R2 Hyponym-of Arg1:T6 Arg2:T4 +R3 Hyponym-of Arg1:T7 Arg2:T4 +T8 Material 190 204 xanthenes dyes +T9 Process 275 300 single-molecule detection +T10 Process 307 333 DNA-sequence determination +T11 Process 340 362 fluorescence labelling +T12 Material 465 479 rhodamine dyes +T13 Process 608 611 TPA +T14 Process 774 810 single-photon absorption (SPA) peaks +T15 Process 815 824 TPA peaks +T16 Process 926 929 SPA +T17 Process 934 937 TPA +T18 Material 956 960 dyes +T19 Material 164 174 Rhodamines +R4 Hyponym-of Arg1:T19 Arg2:T8 +T20 Process 394 406 fluorescence +T21 Material 111 132 fluorescent rhodamine +T22 Material 134 136 Rh +* Synonym-of T22 T21 +T23 Process 774 798 single-photon absorption +T24 Process 800 803 SPA +* Synonym-of T24 T23 +T25 Material 711 740 non-centrosymmetric molecules +T26 Process 748 768 symmetry relaxations +T27 Material 581 606 centrosymmetric molecules diff --git a/semeval2017/test/S1010603009002676.txt b/semeval2017/test/S1010603009002676.txt new file mode 100644 index 0000000..8378850 --- /dev/null +++ b/semeval2017/test/S1010603009002676.txt @@ -0,0 +1 @@ +In this paper, we present our experimental observations on how solvents can vary the TPA and TPF properties of fluorescent rhodamine (Rh) dyes Rh6G, RhB and Rh101. Rhodamines are well-known xanthenes dyes, which have been extensively used for many widespread applications in single-molecule detection [24], DNA-sequence determination [25], fluorescence labelling [26], etc. due to their strong fluorescence over the visible spectral region. Molecular geometries of rhodamine dyes are well-known [27,28] and indicate that all the structures are non-centrosymmetric. In general, for centrosymmetric molecules, TPA is forbidden when tuned to the transitions at one-half of the excitation frequencies. However, for non-centrosymmetric molecules due to symmetry relaxations, the single-photon absorption (SPA) peaks and TPA peaks may coincide. So we set our primary aim to find the effect of solvent polarity on the correlation of SPA and TPA peaks for all the dyes. diff --git a/semeval2017/test/S1010603013001809.ann b/semeval2017/test/S1010603013001809.ann new file mode 100644 index 0000000..24983ce --- /dev/null +++ b/semeval2017/test/S1010603013001809.ann @@ -0,0 +1,47 @@ +T1 Task 22 60 enhancement of photocatalytic activity +T2 Material 74 86 co-catalysts +T3 Material 111 123 co-catalysts +T4 Material 175 184 electrons +T5 Material 220 225 holes +T6 Material 270 272 Pt +T7 Material 274 278 Fe3+ +T8 Material 284 288 Cu2+ +T9 Material 253 265 co-catalysts +R1 Hyponym-of Arg1:T6 Arg2:T9 +R2 Hyponym-of Arg1:T7 Arg2:T9 +R3 Hyponym-of Arg1:T8 Arg2:T9 +T10 Material 318 322 Fe3+ +T11 Material 327 331 Cu2+ +T12 Material 397 401 Fe2+ +T13 Material 406 409 Cu+ +T14 Material 427 435 electron +T15 Material 463 490 reduced metal oxide cluster +T16 Material 496 508 reduced ions +T17 Material 570 578 electron +T18 Material 592 598 oxygen +T19 Material 620 624 CoOx +T20 Material 626 630 CoPi +T21 Material 632 637 CoPOx +* Synonym-of T20 T21 +T22 Material 640 644 IrOx +T23 Material 650 654 RuOx +T24 Process 674 689 water oxidation +T25 Material 703 707 CoPi +T26 Material 745 756 co-catalyst +T27 Process 761 776 water oxidation +T28 Process 826 837 co-grafting +T29 Process 849 872 photocatalytic activity +T30 Process 922 933 co-grafting +T31 Material 974 983 electrons +T32 Material 988 993 holes +T33 Process 995 1018 photocatalytic activity +T34 Material 1084 1089 BiVO4 +T35 Material 1118 1138 p-type semiconductor +T36 Process 1171 1194 photocatalytic activity +T37 Material 348 371 amorphous oxide cluster +R4 Hyponym-of Arg1:T25 Arg2:T26 +T38 Process 887 900 gaseous phase +T39 Material 942 954 co-catalysts +T40 Process 1022 1035 gaseous phase +T41 Process 161 184 separation of electrons +T42 Process 206 225 separation of holes diff --git a/semeval2017/test/S1010603013001809.txt b/semeval2017/test/S1010603013001809.txt new file mode 100644 index 0000000..af19062 --- /dev/null +++ b/semeval2017/test/S1010603013001809.txt @@ -0,0 +1 @@ +The other methods for enhancement of photocatalytic activity are grafting co-catalysts. There are two kinds of co-catalysts in terms of its function: one is for separation of electrons and the other is for separation of holes. The former representative co-catalysts are Pt, Fe3+, and Cu2+ [9–12]. It was reported that Fe3+ and Cu2+ were grafted as amorphous oxide cluster [9,10], and reduced into Fe2+ and Cu+ by receiving one electron, respectively [11,12]. The reduced metal oxide cluster with reduced ions could return into the original state by giving more than one electron to molecular oxygen. The latter ones are CoOx, CoPi (CoPOx), IrOx, and RuOx which are used for water oxidation, among which CoPi is reported to be the most effective co-catalyst for water oxidation [13]. However, there were few reports concerning co-grafting effects on photocatalytic activity especially in gaseous phase. We expected that by co-grafting of both co-catalysts for separations of electrons and holes, photocatalytic activity in gaseous phase would be further enhanced. Moreover, complex of BiVO4 with the other materials of p-type semiconductor is also effective for enhancing photocatalytic activity. diff --git a/semeval2017/test/S107158191630074X.ann b/semeval2017/test/S107158191630074X.ann new file mode 100644 index 0000000..82010a0 --- /dev/null +++ b/semeval2017/test/S107158191630074X.ann @@ -0,0 +1,7 @@ +T1 Task 101 169 compare how many clicks the users made in average for each condition +T2 Material 235 242 buffers +T3 Material 700 706 buffer +T4 Material 862 868 buffer +T5 Material 203 209 buffer +T6 Material 312 324 input buffer +T7 Process 290 300 simulation diff --git a/semeval2017/test/S107158191630074X.txt b/semeval2017/test/S107158191630074X.txt new file mode 100644 index 0000000..63fadad --- /dev/null +++ b/semeval2017/test/S107158191630074X.txt @@ -0,0 +1 @@ +An obvious metric to measure the monitoring performance between the different conditions would be to compare how many clicks the users made in average for each condition. Furthermore of interest are the buffer values of the respective buffers at the time of the user's interaction with the simulation (e.g., the input buffer of a certain machine at the time of refilling it). A relatively high average buffer value can e.g. signify that the users do not trust that the respective mode of process monitoring conveys the need for interaction in time, leading the users to switching their attention to the process simulation in regular intervals, and performing interactions just in case. A low average buffer can, on the other hand, signify that the users rely on the respective conditions’ ability to signal interaction needs. On the other hand, if e.g. an input buffer had already been completely depleted at the time of intervention, this may signify that the respective condition has failed to inform the users in time. In many cases, participants used double clicks for their interactions, while a single click would have been sufficient, a fact that was perhaps not communicated clearly enough to the participants. Therefore, if several clicks were performed directly one after another, only the first click was taken into account. diff --git a/semeval2017/test/S1359646214000165.ann b/semeval2017/test/S1359646214000165.ann new file mode 100644 index 0000000..04ae758 --- /dev/null +++ b/semeval2017/test/S1359646214000165.ann @@ -0,0 +1,30 @@ +T1 Task 4 33 first-principles calculations +T2 Material 58 95 Cambridge Serial Total Energy Package +T3 Process 131 168 plane-wave pseudopotential DFT method +T4 Material 97 103 CASTEP +* Synonym-of T2 T4 +T5 Process 232 266 generalized gradient approximation +T6 Process 291 316 electron–ion interactions +T7 Process 334 376 Vanderbilt-type ultrasoft pseudopotentials +T8 Process 451 474 Brillouin-zone sampling +T9 Process 499 520 Monkhorst-Pack scheme +T10 Material 711 717 nickel +T11 Process 1009 1023 ferromagnetism +T12 Process 693 707 ferromagnetism +T13 Material 1219 1232 ηP structures +T14 Material 1468 1473 alloy +T15 Process 174 205 exchange correlation functional +T16 Process 268 275 PBE-GGA +* Synonym-of T5 T16 +T17 Material 291 299 electron +T18 Material 300 303 ion +T19 Material 387 397 plane wave +T20 Process 528 543 k-point spacing +T21 Process 772 789 spin polarization +T22 Material 968 973 alloy +T23 Material 1176 1178 Ti +T24 Process 1270 1281 Ti alloying +T25 Material 1270 1272 Ti +T26 Material 1360 1362 Ti +T27 Material 1481 1483 Al +T28 Material 1484 1486 Ti diff --git a/semeval2017/test/S1359646214000165.txt b/semeval2017/test/S1359646214000165.txt new file mode 100644 index 0000000..1fc6c6d --- /dev/null +++ b/semeval2017/test/S1359646214000165.txt @@ -0,0 +1 @@ +The first-principles calculations are performed using the Cambridge Serial Total Energy Package (CASTEP) [21] which implements the plane-wave pseudopotential DFT method. The exchange correlation functional is approximated using the generalized gradient approximation (PBE-GGA) [22], and the electron–ion interactions are described by Vanderbilt-type ultrasoft pseudopotentials [23]. The plane wave basis set is truncated at a cutoff of 400eV, and the Brillouin-zone sampling was performed using the Monkhorst-Pack scheme with a k-point spacing in reciprocal space of 0.04Å−1. Tests show that these computational parameters give results that are sufficiently accurate for present purposes. The ferromagnetism of nickel is accounted for by performing all calculations using spin polarization, starting at a ferromagnetic initial configuration and relaxing towards its ground state. However, for all compositions considered, the ground state electronic structure of each alloy is found to exhibit only very weak ferromagnetism, and the effect is not thought to influence their phase stability. Table 1 shows the calculated equilibrium lattice constants of the η phase at various Ti concentrations, using partially ordered ηP structures. The change in lattice constant upon Ti alloying is relatively small, but can be related to the ∼10% larger covalent radius of Ti. The calculated lattice constants are in good agreement with the experimental values, which relate to an alloy with a Al/Ti ratio of ∼2.75. diff --git a/semeval2017/test/S1364815216302122.ann b/semeval2017/test/S1364815216302122.ann new file mode 100644 index 0000000..2fa981d --- /dev/null +++ b/semeval2017/test/S1364815216302122.ann @@ -0,0 +1,18 @@ +T1 Process 47 75 multi-objective optimization +T2 Process 259 276 scaling procedure +T3 Process 512 529 scaling procedure +T4 Process 771 783 optimization +T5 Process 882 920 Strength Pareto Evolutionary Algorithm +T6 Process 922 926 SPEA +* Synonym-of T5 T6 +T7 Process 1036 1064 multi-objective optimization +T8 Process 1070 1074 SPEA +T9 Task 1094 1118 evolutionary computation +T10 Process 1123 1127 SPEA +T11 Process 1272 1293 Pareto optimal models +R1 Hyponym-of Arg1:T8 Arg2:T7 +T12 Process 1295 1312 downscaling rules +* Synonym-of T11 T12 +T13 Process 469 479 regression +T14 Process 969 1019 using a single (weighted) fitness or cost function +T15 Process 1132 1151 fitness calculation diff --git a/semeval2017/test/S1364815216302122.txt b/semeval2017/test/S1364815216302122.txt new file mode 100644 index 0000000..cd9d35a --- /dev/null +++ b/semeval2017/test/S1364815216302122.txt @@ -0,0 +1 @@ +When we formulate the downscaling problem as a multi-objective optimization problem, we face, however, the following problems. Minimizing the sum of different objectives is problematic, since they may have different units and ranges. Even with an appropriate scaling procedure there is a risk of treating the objectives unequally or getting trapped in a local minimum. Firstly, we can never know, what is the minimum value of each objective that can be achieved by the regression. Thus, designing an appropriate scaling procedure is difficult and one would need to decide on the relative importance of the different objectives in advance. Secondly, adding multiple, conflicting objectives very likely results in a fitness function with multiple local minima, which makes optimization more difficult. To avoid these problems, we have implemented fitness calculation according to the Strength Pareto Evolutionary Algorithm (SPEA) by Zitzler and Thiele (1999), instead of using a single (weighted) fitness or cost function. Approaches for multi-objective optimization like SPEA are widely used in evolutionary computation. In SPEA the fitness calculation during the fitting procedure is based on an intercomparison of the different models. Further, a finite set of so called Pareto optimal models (downscaling rules) is returned. diff --git a/semeval2017/test/S1364815216302705.ann b/semeval2017/test/S1364815216302705.ann new file mode 100644 index 0000000..3ec4d5b --- /dev/null +++ b/semeval2017/test/S1364815216302705.ann @@ -0,0 +1,18 @@ +T1 Process 83 88 SLAMM +T2 Process 179 182 SLR +T3 Process 756 761 SLAMM +T4 Material 1127 1148 marsh migration model +T5 Process 1216 1230 spatial inputs +T6 Process 1232 1235 DEM +R1 Hyponym-of Arg1:T6 Arg2:T5 +T7 Process 1255 1272 parameter choices +T8 Process 1274 1289 accretion rates +R2 Hyponym-of Arg1:T8 Arg2:T7 +T9 Process 1358 1363 SLAMM +T10 Task 44 110 present and discuss the application of SLAMM to the New York coast +T11 Process 1237 1243 VDATUM +R3 Hyponym-of Arg1:T11 Arg2:T5 +T12 Process 1291 1302 tide ranges +R4 Hyponym-of Arg1:T12 Arg2:T7 +T13 Process 1313 1334 landcover projections +T14 Material 1628 1651 high-quality local data diff --git a/semeval2017/test/S1364815216302705.txt b/semeval2017/test/S1364815216302705.txt new file mode 100644 index 0000000..018517a --- /dev/null +++ b/semeval2017/test/S1364815216302705.txt @@ -0,0 +1 @@ +The main objective of this manuscript is to present and discuss the application of SLAMM to the New York coast. Although the base analysis considers a range of different possible SLR scenarios, the effects of various sources of uncertainties such as input parameters and driving data are not accounted for. In addition, refined and site-specific data are often not available requiring the use of regional data collected from literature and professional judgement in order to run the model. To ignore the effects of these uncertainties on predictions may make interpretation of the results and subsequent decision making misleading since the likelihood and probabilities of predicted outcomes would be unknown. A unique capability of the current version of SLAMM is the ability to aggregate multiple types of input-data uncertainty to create outputs accompanied by probability statements and confidence intervals. Uncertainty in elevation data layers have been considered by several modeling groups to various extents (Gesch, 2009; Gilmer and Ferdaña, 2012; Schmid et al., 2014). However, to the best of our knowledge, no other marsh migration model simultaneously accounts for the combined effects of uncertainty in spatial inputs (DEM, VDATUM, etc.) and parameter choices (accretion rates, tide ranges, etc.) on landcover projections. This added feature of SLAMM allows results to be evaluated in terms of their likelihood of occurrence with respect to input-data and parameter uncertainties. Further, by assigning wide ranges of uncertainty when appropriate, it permits the production of meaningful projections in areas where high-quality local data are not available. diff --git a/semeval2017/test/S136481521630305X.ann b/semeval2017/test/S136481521630305X.ann new file mode 100644 index 0000000..3bf8010 --- /dev/null +++ b/semeval2017/test/S136481521630305X.ann @@ -0,0 +1,21 @@ +T1 Task 107 123 model evaluation +T2 Process 296 318 constituent statistics +T3 Process 320 322 SB +R1 Hyponym-of Arg1:T3 Arg2:T2 +T4 Material 790 803 N2O emissions +T5 Material 889 901 N2O datasets +T6 Process 283 286 MSE +T7 Process 324 328 SDSD +T8 Process 333 336 LCS +R2 Hyponym-of Arg1:T7 Arg2:T2 +R3 Hyponym-of Arg1:T8 Arg2:T2 +T9 Material 1277 1280 N2O +T10 Task 1489 1503 N2O prediction +T11 Task 1341 1355 N2O prediction +T13 Material 1110 1155 measured and simulated data for soil moisture +T14 Material 1187 1201 soil mineral N +T12 Material 1341 1344 N2O +T15 Task 1383 1407 soil moisture prediction +T16 Material 1534 1547 soil moisture +T17 Task 1552 1577 soil mineral N prediction +T18 Material 1552 1566 soil mineral N diff --git a/semeval2017/test/S136481521630305X.txt b/semeval2017/test/S136481521630305X.txt new file mode 100644 index 0000000..6219d51 --- /dev/null +++ b/semeval2017/test/S136481521630305X.txt @@ -0,0 +1 @@ +Using measured data from two arable sites in the UK we have shown that lags can have significant impact on model evaluation and can affect both the level of correlation between measured and simulated data and the magnitude of the sums of the residuals. Also, we used the division of MSE to three constituent statistics (SB, SDSD and LCS) to show how the level of correlation can affect the sum of residuals. By dividing the algorithm-predicted series of lag values into monthly sets and examining the frequency distribution of the lags, certain patterns in these temporally patchy series have been identified. A challenging task in relation to time lags between observed and simulated daily data, is to determine their cause. This task becomes more difficult for model outputs such as soil N2O emissions that are driven by various interacting variables. Even more so, because the measured N2O datasets and the measured datasets of their drivers (e.g. soil moisture, soil N content) cover small time periods, they are not continuous and can vary widely in size. In this study we implemented the algorithm using measured and simulated data for soil moisture (first and second example) and soil mineral N (second example), and compared its results with the respective results for N2O. In our first example, we showed that the estimated lags in N2O prediction are related to the lags in soil moisture prediction in a way that changes gradually through time. In our second example, the lags in N2O prediction were explained by the lags in soil moisture and soil mineral N prediction, with which they had a positive relationship. diff --git a/semeval2017/test/S1364815216303061.ann b/semeval2017/test/S1364815216303061.ann new file mode 100644 index 0000000..8af6fc1 --- /dev/null +++ b/semeval2017/test/S1364815216303061.ann @@ -0,0 +1,13 @@ +T1 Task 3 57 representing wetland-river interactions involving GIWs +T2 Process 1019 1027 WATFLOOD +T3 Task 1049 1095 riparian wetland-river interaction is modelled +T4 Process 1466 1473 MODFLOW +T5 Process 1439 1458 Darcy flow equation +T6 Material 1386 1404 wetland vegetation +T7 Material 1413 1428 subsurface soil +T8 Process 1335 1371 equivalent transmissivity expression +T9 Process 308 324 outlet elevation +T10 Task 735 802 interactions should be quantified according to hydraulic principles +T11 Material 813 862 relative river and wetland water level elevations +T12 Material 878 922 properties of the connection between the two +T13 Material 1106 1169 principle of Dupuit-Forchheimer lateral/radial groundwater flow diff --git a/semeval2017/test/S1364815216303061.txt b/semeval2017/test/S1364815216303061.txt new file mode 100644 index 0000000..a6d3e1f --- /dev/null +++ b/semeval2017/test/S1364815216303061.txt @@ -0,0 +1 @@ +In representing wetland-river interactions involving GIWs, many models assume that the wetland can discharge into a river but cannot receive overbank flows from it. In such models, the volume of water (or water level elevation) in a wetland and its corresponding threshold value (predominantly controlled by outlet elevation) are the prime determinants of wetland outflow (Feng et al., 2012; Hammer and Kadlec, 1986; Johnson et al., 2010; Kadlec and Wallace, 2009; Powell et al., 2008; Voldseth et al., 2007; Wen et al., 2013; Zhang and Mitsch, 2005). However, in regions characterised by widespread riparian wetlands that are hydraulically connected with adjacent rivers, wetland-river interaction is likely to be bidirectional. Such interactions should be quantified according to hydraulic principles involving relative river and wetland water level elevations as well as the properties of the connection between the two (Kouwen, 2013; Liu et al., 2008; Min et al., 2010; Nyarko, 2007; Restrepo et al., 1998). In the WATFLOOD model, for instance, riparian wetland-river interaction is modelled using the principle of Dupuit-Forchheimer lateral/radial groundwater flow (Kouwen, 2013). Since exchange between riparian wetlands and rivers can occur over the surface and/or through the subsurface, Restrepo et al. (1998) incorporated an equivalent transmissivity expression, obtained for wetland vegetation and the subsurface soil, into the Darcy flow equation of the MODFLOW model. diff --git a/semeval2017/test/S1364815216303243.ann b/semeval2017/test/S1364815216303243.ann new file mode 100644 index 0000000..5133e36 --- /dev/null +++ b/semeval2017/test/S1364815216303243.ann @@ -0,0 +1,23 @@ +T1 Process 51 74 Shallow Water Equations +T2 Process 76 80 SWEs +* Synonym-of T1 T2 +T3 Process 269 273 SWEs +T4 Process 428 433 JFLOW +T5 Process 466 488 Urban Inundation Model +T6 Process 490 493 UIM +* Synonym-of T5 T6 +T7 Process 545 556 LISFLOOD-FP +T8 Process 756 767 LISFLOOD-FP +T9 Process 800 804 SWEs +T10 Process 854 865 LISFLOOD-FP +T11 Process 895 915 Cartesian directions +T12 Process 943 947 SWEs +T13 Material 972 1012 multi resolution grids or irregular mesh +T14 Material 1019 1032 InfoWorks ICM +T15 Material 1054 1064 MIKE FLOOD +R1 Hyponym-of Arg1:T14 Arg2:T13 +R2 Hyponym-of Arg1:T15 Arg2:T13 +T16 Process 238 273 reducing the complexity of the SWEs +T17 Process 8 40 physically-based 2D flood models +T18 Task 41 81 solve the Shallow Water Equations (SWEs) +T19 Process 589 616 2D diffusion wave equations diff --git a/semeval2017/test/S1364815216303243.txt b/semeval2017/test/S1364815216303243.txt new file mode 100644 index 0000000..d298e02 --- /dev/null +++ b/semeval2017/test/S1364815216303243.txt @@ -0,0 +1 @@ +Typical physically-based 2D flood models solve the Shallow Water Equations (SWEs), requiring high computational resources. Many of these models have been developed to obtain better performance, while maintaining the required accuracy, by reducing the complexity of the SWEs. This reduction is usually achieved by approximating or neglecting less significant terms of the equations (Hunter et al., 2007; Yen and Tsai, 2001). The JFLOW model (Bradbrook et al., 2004), Urban Inundation Model (UIM) (Chen et al., 2007), and the diffusive version of LISFLOOD-FP (Hunter et al., 2005) solve the 2D diffusion wave equations that neglect the inertial (local acceleration) and advection (convective acceleration) terms (Yen and Tsai, 2001). The inertial version of LISFLOOD-FP (Bates et al., 2010) solves the SWEs without the advection term. In either version of LISFLOOD-FP the flow is decoupled in the Cartesian directions. Other models use the full SWEs but focus on the use of multi resolution grids or irregular mesh, like InfoWorks ICM (Innovyze, 2012) and MIKE FLOOD (DHI Software, 2014; Hénonin et al., 2013). These last two models are commercial packages, and the code applied in the optimisation techniques is not in the public domain. diff --git a/semeval2017/test/S1386505616301769.ann b/semeval2017/test/S1386505616301769.ann new file mode 100644 index 0000000..9aaecec --- /dev/null +++ b/semeval2017/test/S1386505616301769.ann @@ -0,0 +1,11 @@ +T1 Task 28 46 EMR implementation +T2 Process 28 31 EMR +T3 Process 528 531 EMR +T4 Process 634 637 EMR +T5 Process 756 759 EMR +T6 Material 830 849 mobile applications +T7 Process 912 916 EMRs +T8 Process 966 969 EMR +T9 Process 704 707 EMR +T10 Task 104 130 health information systems +T11 Process 954 980 cloud-based EMR ecosystems diff --git a/semeval2017/test/S1386505616301769.txt b/semeval2017/test/S1386505616301769.txt new file mode 100644 index 0000000..97a0b1d --- /dev/null +++ b/semeval2017/test/S1386505616301769.txt @@ -0,0 +1 @@ +The purported advantages of EMR implementation in urban slums are widely promoted. Increasingly capable health information systems could facilitate communication, help coordinate care, and improve the continuity of care in disadvantaged communities like Kibera. However, available systems may not have the ability to simplify care or improve efficiency where funding and human resources are scarce, infrastructure is unreliable and health data demands are opportunistic, not strategic. This study described perceptions of local EMR stakeholders in two urban slum clinics. They shared many observations that may be important for other EMR initiatives to heed, and worried most about the sustainability of EMR initiatives in like communities. The future for EMR use in urban slums is promising. Innovative new technologies, such as mobile applications and point-of-care laboratory tests, could extend the reach of EMRs where infrastructure is wanting. New cloud-based EMR ecosystems, where data is collected and stored centrally could leverage cell phone networks to promote more health information sharing, coordination of care and ultimately better outcomes for vulnerable populations.Summary pointsWhat was already known on the topic?•Rapid urbanization is associated with growth in the number and size of urban slums and an associated rise in the burden of disease, further worsening an already fragmented and inefficient health care system. diff --git a/semeval2017/test/S1574119211001544.ann b/semeval2017/test/S1574119211001544.ann new file mode 100644 index 0000000..12ee515 --- /dev/null +++ b/semeval2017/test/S1574119211001544.ann @@ -0,0 +1,18 @@ +T1 Process 77 92 mobility models +T2 Task 22 30 protocol +T3 Material 253 258 nodes +T4 Material 274 294 geographical regions +T5 Material 347 368 performance potential +T6 Material 541 546 nodes +T7 Process 769 788 push-community mode +T8 Material 880 885 nodes +T10 Material 206 220 physical space +T11 Material 188 193 nodes +T12 Process 541 555 nodes mobility +T13 Process 454 492 extend the physical region of movement +T14 Process 504 533 impose potential restrictions +T15 Process 572 635 forcing similar nodes to move within specifically defined areas +T16 Material 588 593 nodes +T17 Process 661 677 forwarding modes +T18 Process 756 763 network +T9 Material 977 981 node diff --git a/semeval2017/test/S1574119211001544.txt b/semeval2017/test/S1574119211001544.txt new file mode 100644 index 0000000..cac6514 --- /dev/null +++ b/semeval2017/test/S1574119211001544.txt @@ -0,0 +1 @@ +As future work on the protocol, we would promote two items. Firstly, the two mobility models that we have considered in this work propose possible way to capture social context in the way nodes move in the physical space, yet still potentially allowing nodes to explore the geographical regions considered in its entirety. Further insights to the performance potential could be given through the assessment of the protocol with other mobilities that can extend the physical region of movement as well as impose potential restrictions on the nodes mobility, for example by forcing similar nodes to move within specifically defined areas. Secondly, the different forwarding modes introduced in Section  3.3 express different levels of cooperation across the network. The push-community mode, for example, is a form of interest-community selfishness and assumes reciprocation in the nodes’ behaviour. The vulnerability (resp. resilience) of the protocol to different instances of node misbehaviours is a research item worth exploring. diff --git a/semeval2017/test/S1574119215000796.ann b/semeval2017/test/S1574119215000796.ann new file mode 100644 index 0000000..5b5542c --- /dev/null +++ b/semeval2017/test/S1574119215000796.ann @@ -0,0 +1,25 @@ +T1 Process 13 38 multihop routing protocol +T2 Process 40 46 PHASeR +* Synonym-of T1 T2 +T3 Material 95 99 MWSN +T4 Process 220 235 gradient metric +T5 Task 13 38 multihop routing protocol +T6 Process 549 555 PHASeR +T7 Process 579 599 gradient maintenance +T8 Material 605 619 mobile network +T9 Process 726 730 TDMA +T10 Process 732 761 time division multiple access +* Synonym-of T9 T10 +T11 Process 763 766 MAC +T12 Process 768 789 medium access control +* Synonym-of T11 T12 +T13 Material 869 883 packet latency +T14 Process 885 891 PHASeR +T15 Process 924 937 encapsulation +T16 Process 1179 1207 cross-layer routing protocol +T17 Material 1212 1217 MWSNs +T18 Process 1070 1086 node cooperation +T19 Material 1070 1074 node +T20 Material 971 976 nodes +T21 Material 1265 1272 sensors +T22 Task 1179 1217 cross-layer routing protocol for MWSNs diff --git a/semeval2017/test/S1574119215000796.txt b/semeval2017/test/S1574119215000796.txt new file mode 100644 index 0000000..ca9634b --- /dev/null +++ b/semeval2017/test/S1574119215000796.txt @@ -0,0 +1 @@ +The proposed multihop routing protocol, PHASeR, applies the technique of blind forwarding in a MWSN, which increases the reliability of data delivery through its inherent use of multiple routes. This approach requires a gradient metric to be continuously maintained, which is problematic in a dynamic topology. The literature commonly uses either flooding or location awareness, however flooding creates large amounts of overhead and location determination schemes can often be inaccurate, power hungry and create the issue of the dead end problem. PHASeR uses a novel method of gradient maintenance in a mobile network, which requires the proactive sharing of only local topology information. This is facilitated by a global TDMA (time division multiple access) MAC (medium access control) layer and further reduces the amount of overhead, which in turn will decrease packet latency. PHASeR is also set apart by its use of encapsulation, which allows data from multiple nodes to be transmitted in the same packet in order to handle high volumes of traffic. It utilises node cooperation to create a robust multipath routing solution. As such, the contribution of this paper is a cross-layer routing protocol for MWSNs that can handle the constant flow of data from sensors in highly mobile situations. diff --git a/semeval2017/test/S1631070514000954.ann b/semeval2017/test/S1631070514000954.ann new file mode 100644 index 0000000..a737dee --- /dev/null +++ b/semeval2017/test/S1631070514000954.ann @@ -0,0 +1,37 @@ +T1 Process 0 17 Superconductivity +T2 Material 21 30 actinides +T3 Task 0 30 Superconductivity in actinides +T4 Material 53 66 thorium metal +T5 Material 98 105 uranium +T6 Material 126 143 uranium compounds +T7 Material 172 195 uranium superconductors +T8 Material 240 277 uranium heavy fermion superconductors +T9 Material 361 390 ferromagnetic superconductors +T10 Material 394 401 uranium +T11 Material 465 474 plutonium +T12 Process 444 461 superconductivity +T13 Material 484 493 neptunium +T14 Material 514 523 actinides +T15 Process 569 583 periodic table +T16 Material 620 641 Transuranium elements +T17 Material 870 884 transactinides +T18 Material 646 658 transuranics +T19 Material 528 537 actinoids +* Synonym-of T14 T19 +* Synonym-of T16 T18 +T20 Material 889 903 superactinides +* Synonym-of T17 T20 +R1 Hyponym-of Arg1:T4 Arg2:T2 +R2 Hyponym-of Arg1:T5 Arg2:T2 +R3 Hyponym-of Arg1:T6 Arg2:T2 +R4 Hyponym-of Arg1:T8 Arg2:T7 +T22 Material 591 593 Ac +T23 Material 602 604 Th +T24 Material 614 616 Lr +R5 Hyponym-of Arg1:T22 Arg2:T19 +R6 Hyponym-of Arg1:T23 Arg2:T19 +R7 Hyponym-of Arg1:T24 Arg2:T19 +T25 Material 726 733 uranium +T26 Material 816 834 synthetic elements +T27 Material 849 851 Lr +T21 Task 1018 1054 study of condensed-matter properties diff --git a/semeval2017/test/S1631070514000954.txt b/semeval2017/test/S1631070514000954.txt new file mode 100644 index 0000000..3f8d001 --- /dev/null +++ b/semeval2017/test/S1631070514000954.txt @@ -0,0 +1 @@ +Superconductivity in actinides was first observed in thorium metal in 1929 [7], then in elemental uranium in 1942 [8], and in uranium compounds in 1958 [9]. A new class of uranium superconductors emerged in the 1980's with the discovery of uranium heavy fermion superconductors [10]. Further surprises came at the beginning of the century with the discovery of ferromagnetic superconductors in uranium systems [11] and the first observation of superconductivity in plutonium [12] and neptunium [13] compounds. The actinides (or actinoids) are located at the end of the periodic table (N=89 (Ac) or 90 (Th) to 103 (Lr)). Transuranium elements (or transuranics) are the chemical elements with atomic number (Z) greater than 92 (uranium) and due to their short half-life on a geological timescale, they are essentially synthetic elements. Above Z=103 (Lr), one talks about transactinides (or superactinides) elements. These latter elements have extremely short half-lives and no macroscopic quantity is available for the study of condensed-matter properties. diff --git a/semeval2017/test/S167420011300196X.ann b/semeval2017/test/S167420011300196X.ann new file mode 100644 index 0000000..e991945 --- /dev/null +++ b/semeval2017/test/S167420011300196X.ann @@ -0,0 +1,16 @@ +T1 Task 0 8 PV cells +T2 Material 70 94 incident solar radiation +T3 Material 100 114 electric power +T4 Process 456 477 incomplete absorption +T5 Process 538 552 thermalization +T6 Process 556 571 carrier cooling +* Synonym-of T5 T6 +T7 Process 734 757 radiative recombination +T8 Process 415 425 absorption +T9 Process 56 114 conversion of incident solar radiation into electric power +T10 Process 186 221 fossil fuel-based energy conversion +T11 Process 361 377 solar conversion +T12 Material 485 492 photons +T13 Material 579 592 solar photons +T14 Material 625 644 electron-hole pairs +T15 Process 1131 1142 solar power diff --git a/semeval2017/test/S167420011300196X.txt b/semeval2017/test/S167420011300196X.txt new file mode 100644 index 0000000..2fcc05a --- /dev/null +++ b/semeval2017/test/S167420011300196X.txt @@ -0,0 +1 @@ +PV cells are one of the most promising technologies for conversion of incident solar radiation into electric power. However, this technology is still far from being able to compete with fossil fuel-based energy conversion technologies because of its relatively low efficiency and energy density. Theoretically, there are three unavoidable losses that limit the solar conversion efficiency of a device with a single absorption threshold or band gap Eg: (1) incomplete absorption, where photons with energies below Eg are not absorbed; (2) thermalization or carrier cooling, where solar photons with sufficient energy generate electron-hole pairs and then immediately lose almost all energy in excess of Eg in the form of heat; and (3) radiative recombination, where a small fraction of the excited states radioactively recombine with the ground state at the maximum power output (Hanna & Nozik, 2006; Henry, 1980). Taking an air mass of 1.5 as an example, for different band gap Eg these three losses can be calculated and the results are indicated by areas S1, S2, and S3 in Fig. 1. Note that the area under the outer curve is the solar power per unit area, and that only S4 can be delivered to the load. diff --git a/semeval2017/test/S1687850714000405.ann b/semeval2017/test/S1687850714000405.ann new file mode 100644 index 0000000..72dcab1 --- /dev/null +++ b/semeval2017/test/S1687850714000405.ann @@ -0,0 +1,29 @@ +T1 Material 0 9 Xylanases +T2 Material 108 117 Xylanases +T3 Task 153 176 pulp and paper industry +T4 Process 202 232 hydrolyzed the xylan component +T5 Process 344 367 brightening of the pulp +T6 Process 381 415 chlorine free bleaching operations +T7 Material 486 494 xylanase +T8 Process 551 604 even redistribution of the water content of the bread +T9 Task 674 694 animal feed industry +T10 Task 718 759 hydrolysis of non-starchy polysaccharides +T11 Task 872 901 maceration of vegetable matte +T12 Task 925 955 protoplastation of plant cells +T13 Task 957 989 clarification of juices and wine +T14 Task 1004 1035 liquefaction of coffee mucilage +T15 Task 1040 1060 making liquid coffee +T16 Task 1062 1101 recovery of oil from subterranian mines +T17 Task 1103 1160 extraction of flavors and pigments, plant oils and starch +T18 Task 1197 1241 efficiency of agricultural silage production +T19 Material 130 145 bleaching agent +T20 Material 217 232 xylan component +T21 Material 238 242 wood +T22 Process 263 280 removal of lignin +T23 Material 274 280 lignin +T24 Material 363 367 pulp +T25 Material 629 638 Xylanases +T26 Material 732 759 non-starchy polysaccharides +T27 Material 768 780 arabinoxylan +R1 Hyponym-of Arg1:T27 Arg2:T26 +T28 Material 834 843 Xylanases diff --git a/semeval2017/test/S1687850714000405.txt b/semeval2017/test/S1687850714000405.txt new file mode 100644 index 0000000..48e24fd --- /dev/null +++ b/semeval2017/test/S1687850714000405.txt @@ -0,0 +1 @@ +Xylanases have potential applications in various fields. Some of the important applications are as fallows. Xylanases are used as bleaching agent in the pulp and paper industry. Mostly they are used to hydrolyzed the xylan component from wood which facilitate in removal of lignin (Viikari, Kantelinen, Buchert, & Puls, 1994). It also helps in brightening of the pulp to avoid the chlorine free bleaching operations (Paice, Jurasek, Ho, Bourbonnais, & Archibald, 1989). In bakeries the xylanase act on the gluten fraction of the dough and help in the even redistribution of the water content of the bread (Wong & Saddler, 1992). Xylanases also have potential application in animal feed industry. They are used for the hydrolysis of non-starchy polysaccharides such as arabinoxylan in monogastric diets (Walsh, Power, & Headon, 1993). Xylanases also play a key role in the maceration of vegetable matter (Beck & Scoot, 1974), protoplastation of plant cells, clarification of juices and wine (Biely, 1985) liquefaction of coffee mucilage for making liquid coffee, recovery of oil from subterranian mines, extraction of flavors and pigments, plant oils and starch (McCleary, 1986) and to improve the efficiency of agricultural silage production (Wong & Saddler, 1992). diff --git a/semeval2017/test/S1746809416300933.ann b/semeval2017/test/S1746809416300933.ann new file mode 100644 index 0000000..74dda3e --- /dev/null +++ b/semeval2017/test/S1746809416300933.ann @@ -0,0 +1,30 @@ +T1 Material 9 60 Electrically evoked auditory steady-state responses +T2 Material 62 68 EASSRs +* Synonym-of T2 T1 +T3 Material 74 91 neural potentials +T4 Process 108 128 electroencephalogram +T5 Process 130 133 EEG +* Synonym-of T5 T4 +T6 Process 206 222 cochlear implant +T7 Process 224 226 CI +* Synonym-of T7 T6 +T8 Material 229 235 EASSRs +T9 Process 276 286 CI fitting +T10 Process 297 308 EEG signals +T11 Process 342 354 CI artifacts +T12 Process 392 404 CI artifacts +T13 Task 374 435 characterized the CI artifacts for monopolar mode stimulation +T14 Task 471 491 linear interpolation +T15 Process 531 542 CI artifact +T16 Process 661 672 CI artifact +T17 Process 714 748 contralateral recording electrodes +T18 Process 753 785 ipsilateral recording electrodes +T19 Process 787 798 CI artifact +T20 Process 860 894 contralateral recording electrodes +T21 Material 1048 1054 EASSRs +T22 Process 1080 1090 CI fitting +T23 Task 1095 1116 neuroscience research +T24 Process 1122 1133 CI artifact +T25 Task 1161 1181 linear interpolation +T26 Process 1031 1042 CI artifact +T27 Process 1205 1239 contralateral recording electrodes diff --git a/semeval2017/test/S1746809416300933.txt b/semeval2017/test/S1746809416300933.txt new file mode 100644 index 0000000..16ea854 --- /dev/null +++ b/semeval2017/test/S1746809416300933.txt @@ -0,0 +1 @@ +ObjectiveElectrically evoked auditory steady-state responses (EASSRs) are neural potentials measured in the electroencephalogram (EEG) in response to periodic pulse trains presented, for example, through a cochlear implant (CI). EASSRs could potentially be used for objective CI fitting. However, EEG signals are contaminated with electrical CI artifacts. In this paper, we characterized the CI artifacts for monopolar mode stimulation and evaluated at which pulse rate, linear interpolation over the signal part contaminated with CI artifact is successful.MethodsCI artifacts were characterized by means of their amplitude growth functions and duration.ResultsCI artifact durations were between 0.7 and 1.7ms, at contralateral recording electrodes. At ipsilateral recording electrodes, CI artifact durations are range from 0.7 to larger than 2ms.ConclusionAt contralateral recording electrodes, the artifact was shorter than the interpulse interval across subjects for 500pps, which was not always the case for 900pps.SignificanceCI artifact-free EASSRs are crucial for reliable CI fitting and neuroscience research. The CI artifact has been characterized and linear interpolation allows to remove it at contralateral recording electrodes for stimulation at 500pps. diff --git a/semeval2017/test/S1877750311000676.ann b/semeval2017/test/S1877750311000676.ann new file mode 100644 index 0000000..a53abdf --- /dev/null +++ b/semeval2017/test/S1877750311000676.ann @@ -0,0 +1,16 @@ +T1 Task 80 101 lane selection policy +T2 Process 103 109 VISSIM +T3 Process 127 146 simulation toolkits +R1 Hyponym-of Arg1:T2 Arg2:T3 +T4 Process 174 195 probabilistic routing +T5 Process 348 358 simulation +T6 Material 543 550 drivers +T7 Material 625 632 vehicle +T8 Material 665 677 weighbridges +T9 Process 994 1019 graphical microsimulation +T10 Process 1032 1053 2D and 3D simulations +T11 Process 42 79 probabilistic, ‘roulette wheel’ style +T12 Process 276 295 piecewise technique +* Synonym-of T10 T9 +T13 Process 1250 1271 probabilistic routing +T14 Process 1356 1366 simulation diff --git a/semeval2017/test/S1877750311000676.txt b/semeval2017/test/S1877750311000676.txt new file mode 100644 index 0000000..885eabb --- /dev/null +++ b/semeval2017/test/S1877750311000676.txt @@ -0,0 +1 @@ +One way to enforce this ratio is to use a probabilistic, ‘roulette wheel’ style lane selection policy. VISSIM, along with most simulation toolkits, offers methods to specify probabilistic routing whereby a defined percentage of vehicles are sent down unique routes. This is a piecewise technique that can be reapplied at various locations around a simulation. While these methods are attractive from a calibration perspective as exact representations of existing statistics can be ensured, the process is an unrealistic one as it assumes that drivers make probabilistic decisions at precise locations. So in this case when a vehicle arrives at a point prior to the weighbridges it is allocated one of the lanes based on the respective probabilities. It turns out that this method leads to significant variations in trip times depending on the initial random number seed, this can be seen in a graphic of the key areas of the simulation for the 2 different runs (Fig. 7). One of the benefits of graphical microsimulation is that the 2D and 3D simulations help the researcher to visualise a new scheme and its potential benefits but also to highlight unrealistic behaviour. Fig. 7 shows the congestion at the decision point for 2 different runs. Using probabilistic routing to enforce correct routing percentages is a clear case of overcalibration affecting simulation brittleness. diff --git a/semeval2017/test/S1877750313000240.ann b/semeval2017/test/S1877750313000240.ann new file mode 100644 index 0000000..cbf9de5 --- /dev/null +++ b/semeval2017/test/S1877750313000240.ann @@ -0,0 +1,14 @@ +T1 Process 127 147 blood-flow LB solver +T2 Process 242 267 lattice-Boltzmann solvers +T3 Process 209 237 performance prediction model +T4 Process 341 359 HemeLB application +T5 Process 370 376 HemeLB +T6 Process 486 500 LB simulations +T7 Process 574 580 HemeLB +T8 Process 634 640 HemeLB +T9 Material 794 802 ParMETIS +T10 Process 913 938 compile-time polymorphism +T11 Process 282 310 performance prediction model +T12 Process 836 868 coalesced communication patterns +T13 Process 895 904 rendering +* Synonym-of T4 T5 diff --git a/semeval2017/test/S1877750313000240.txt b/semeval2017/test/S1877750313000240.txt new file mode 100644 index 0000000..2815d85 --- /dev/null +++ b/semeval2017/test/S1877750313000240.txt @@ -0,0 +1 @@ +A few studies within the physiological domain are of special relevance to this work. These include a performance analysis of a blood-flow LB solver using a range of sparse and non-sparse geometries [21] and a performance prediction model for lattice-Boltzmann solvers [22,23]. This performance prediction model can be applied largely to our HemeLB application, although HemeLB uses a different decomposition technique and performs real-time rendering and visualisation tasks during the LB simulations. Mazzeo and Coveney [1] studied the scalability of an earlier version of HemeLB. However, the current performance characteristics of HemeLB are substantially enhanced due to numerous subsequent advances in the code, amongst others: an improved hierarchical, compressed file format; the use of ParMETIS to ensure good load-balance; the coalesced communication patterns to reduce the overhead of rendering; use of compile-time polymorphism to avoid virtual function calls in inner loops. diff --git a/semeval2017/test/S187775031300077X.ann b/semeval2017/test/S187775031300077X.ann new file mode 100644 index 0000000..ec06f96 --- /dev/null +++ b/semeval2017/test/S187775031300077X.ann @@ -0,0 +1,17 @@ +T1 Process 9 26 mean-field models +T2 Task 117 153 spatially extended dynamical systems +T3 Process 212 223 Liley model +T4 Material 289 319 Partial Differential Equations +T5 Material 392 411 membrane potentials +T6 Material 425 440 synaptic inputs +T7 Material 482 513 Ordinary Differential Equations +T8 Material 321 325 PDEs +T9 Material 515 519 ODEs +* Synonym-of T4 T8 +* Synonym-of T7 T9 +T10 Process 633 663 numerical bifurcation analysis +T11 Material 772 781 PDE model +T12 Material 1040 1062 large, sparse matrices +T13 Material 1162 1167 PETSc +T14 Task 986 1062 efficient, iterative solvers for linear problems with large, sparse matrices +T15 Process 986 1014 efficient, iterative solvers diff --git a/semeval2017/test/S187775031300077X.txt b/semeval2017/test/S187775031300077X.txt new file mode 100644 index 0000000..2c55c46 --- /dev/null +++ b/semeval2017/test/S187775031300077X.txt @@ -0,0 +1 @@ +Although mean-field models have been used in all these settings, little analysis has been done on their behaviour as spatially extended dynamical systems. In part, this is due to their staggering complexity. The Liley model [15] considered here, for instance, consists of fourteen coupled Partial Differential Equations (PDEs) with strong nonlinearities, imposed by coupling between the mean membrane potentials and the mean synaptic inputs. The model can be reduced to a system of Ordinary Differential Equations (ODEs) by considering only spatially homogeneous solutions, and the resulting system has been examined in detail using numerical bifurcation analysis (see [16] and references therein). In order to compute equilibria, periodic orbits and such objects for the PDE model, we need a flexible, stable simulation code for the model and its linearization that can run in parallel to scale up to a domain size of about 2500cm2, the size of a full-grown human cortex. We also need efficient, iterative solvers for linear problems with large, sparse matrices. In this paper, we will show that all this can be accomplished in the open-source software package PETSc [17]. Our implementation consists of a number of functions in C that are available publicly [18]. diff --git a/semeval2017/test/S1877750313001269.ann b/semeval2017/test/S1877750313001269.ann new file mode 100644 index 0000000..77b87a3 --- /dev/null +++ b/semeval2017/test/S1877750313001269.ann @@ -0,0 +1,16 @@ +T1 Process 6 33 virtualization technologies +T2 Process 199 225 high performance computing +T3 Process 258 261 HPC +T4 Process 399 402 HPC +T5 Material 437 449 applications +T6 Material 907 921 virtual server +T7 Task 199 235 high performance computing scenarios +T9 Material 810 816 broker +T10 Process 549 576 virtualization technologies +T11 Material 617 638 virtualized interface +T12 Process 665 689 Grid and cloud computing +T13 Process 708 726 interaction models +T14 Process 731 745 grid computing +T15 Process 849 863 queuing system +T16 Process 868 883 cloud computing +T17 Process 1011 1029 interaction models diff --git a/semeval2017/test/S1877750313001269.txt b/semeval2017/test/S1877750313001269.txt new file mode 100644 index 0000000..9c584c8 --- /dev/null +++ b/semeval2017/test/S1877750313001269.txt @@ -0,0 +1 @@ +While virtualization technologies certainly reduce the complexity of using a system, and especially when working across multiple heterogeneous computing environments, they are not widely deployed in high performance computing scenarios. As its name suggest, HPC seeks to obtain maximum performance from computing platforms. Extra software layers impact detrimentally on performance, meaning that in HPC scenarios users typically run the applications as close to the ‘bare metal’ as possible. In addition to the performance degradation introduced by virtualization technologies, choosing what details to abstract in a virtualized interface is itself very important. Grid and cloud computing support different interaction models. In grid computing, the user interacts with an individual resource (or sometimes a broker) in order to launch jobs into a queuing system. In cloud computing, users interact with a virtual server, in effect putting them in control of their own complete operating system. Both of these interaction models put the onus on the user to understand very specific details of the system that they are dealing with, making life difficult for the end user, typically a scientist who wants to progress his or her scientific investigations without any specific usability hurdles obstructing the pathway. diff --git a/semeval2017/test/S1877750315000460.ann b/semeval2017/test/S1877750315000460.ann new file mode 100644 index 0000000..4d29c37 --- /dev/null +++ b/semeval2017/test/S1877750315000460.ann @@ -0,0 +1,24 @@ +T1 Material 0 9 FabHemeLB +T2 Material 15 26 Python tool +T3 Task 39 112 automate the construction and management of ensemble simulation workflows +R1 Hyponym-of Arg1:T1 Arg2:T2 +T4 Material 114 123 FabHemeLB +T5 Material 150 156 FabSim +T6 Material 183 189 HemeLB +T7 Material 207 213 FabSim +T8 Material 218 227 FabHemeLB +T9 Material 318 327 FabHemeLB +T10 Material 497 503 HemeLB +T11 Material 816 825 FabHemeLB +T12 Material 361 367 HemeLB +T13 Process 257 267 deployment +T14 Process 269 278 execution +T15 Process 283 296 data analysis +T16 Process 441 476 organize and curate simulation data +T18 Process 608 618 simulation +R2 Hyponym-of Arg1:T4 Arg2:T5 +T19 Task 236 316 automate application deployment, execution and data analysis on remote resources +T17 Material 461 476 simulation data +T20 Process 645 689 monitor the queue status on remote resources +T21 Process 691 722 fetch results of completed jobs +T22 Process 745 798 combine functionalities into single one-line commands diff --git a/semeval2017/test/S1877750315000460.txt b/semeval2017/test/S1877750315000460.txt new file mode 100644 index 0000000..c0e8f99 --- /dev/null +++ b/semeval2017/test/S1877750315000460.txt @@ -0,0 +1 @@ +FabHemeLB is a Python tool which helps automate the construction and management of ensemble simulation workflows. FabHemeLB is an extended version of FabSim [27] configured to handle HemeLB operations. Both FabSim and FabHemeLB help to automate application deployment, execution and data analysis on remote resources. FabHemeLB can be used to compile and build HemeLB on any remote resource, to reuse machine-specific configurations, and to organize and curate simulation data. It can also submit HemeLB jobs to a remote resource specifying the number of cores and the wall clock time limit for completing a simulation. The tool is also able to monitor the queue status on remote resources, fetch results of completed jobs, and can conveniently combine functionalities into single one-line commands. In general, the FabHemeLB commands have the following structure: diff --git a/semeval2017/test/S2212671612000431.ann b/semeval2017/test/S2212671612000431.ann new file mode 100644 index 0000000..dc37b02 --- /dev/null +++ b/semeval2017/test/S2212671612000431.ann @@ -0,0 +1,41 @@ +T1 Material 38 41 LBP +T2 Material 43 63 local binary pattern +* Synonym-of T1 T2 +T3 Task 271 336 eye location, geometric normalization, illumination normalization +T4 Process 403 405 ER +T5 Process 407 421 Eyeball Search +T6 Process 377 396 eye location method +* Synonym-of T5 T4 +R1 Hyponym-of Arg1:T4 Arg2:T6 +T7 Material 471 474 LBP +T8 Material 701 704 LBP +T9 Material 706 726 local binary pattern +* Synonym-of T8 T9 +T10 Task 934 946 eye location +T11 Process 1040 1059 eye location method +T12 Process 1066 1068 ER +T13 Process 1070 1084 Eyeball Search +* Synonym-of T13 T12 +R2 Hyponym-of Arg1:T12 Arg2:T11 +T14 Material 1134 1137 LBP +T15 Task 490 501 recognition +T16 Process 1153 1164 recognition +T17 Task 1291 1302 recognition +T18 Process 193 211 AdaBoost algorithm +T19 Process 1017 1030 preprocessing +T20 Process 856 874 AdaBoost algorithm +T21 Material 548 564 symbian platform +T22 Material 766 782 symbian platform +T23 Task 888 914 pre-processing of the face +T24 Task 948 971 geometric normalization +T25 Task 973 999 illumination normalization +R3 Hyponym-of Arg1:T10 Arg2:T23 +R4 Hyponym-of Arg1:T24 Arg2:T23 +R5 Hyponym-of Arg1:T25 Arg2:T23 +T26 Material 1211 1227 symbian platform +T27 Material 76 99 face recognition system +T28 Task 76 92 face recognition +T29 Material 103 119 symbian platform +T30 Task 349 367 face preprocessing +T31 Task 377 389 eye location +R6 Hyponym-of Arg1:T31 Arg2:T30 diff --git a/semeval2017/test/S2212671612000431.txt b/semeval2017/test/S2212671612000431.txt new file mode 100644 index 0000000..aeba571 --- /dev/null +++ b/semeval2017/test/S2212671612000431.txt @@ -0,0 +1 @@ +In this paper, an implementation of a LBP (local binary pattern) based fast face recognition system on symbian platform is presented. First, face in picture taken from camera is detected using AdaBoost algorithm. Second, the pre-processing of the face is done, including eye location, geometric normalization, illumination normalization. During the face preprocessing, a rapid eye location method named ER (Eyeball Search) is proposed and implemented. Last, the improved LBP is adopted for recognition. Although the computational capability of the symbian platform is limited, the experimental results show good performance for recognition rate and time. in pressIn this paper, an implementation of a LBP (local binary pattern) based fast face recognition system on symbian platform is presented. First, face in picture taken from camera is detected using AdaBoost algorithm. Second, the pre-processing of the face is done, including eye location, geometric normalization, illumination normalization. During the face preprocessing, a rapid eye location method named ER (Eyeball Search) is proposed and implemented. Last, the improved LBP is adopted for recognition. Although the computational capability of the symbian platform is limited, the experimental results show good performance for recognition rate and time. in press diff --git a/semeval2017/test/S2212671612000741.ann b/semeval2017/test/S2212671612000741.ann new file mode 100644 index 0000000..56fade6 --- /dev/null +++ b/semeval2017/test/S2212671612000741.ann @@ -0,0 +1,12 @@ +T1 Process 55 89 Kernel Extensional Matrix Matching +T2 Process 91 95 KEMM +* Synonym-of T1 T2 +T3 Task 156 173 sentence aligning +T4 Material 334 351 similarity matrix +T5 Task 393 410 sentence aligning +T6 Process 456 460 KEMM +T7 Process 531 544 Gale's system +T16 Task 2 20 sentence alignment +T8 Material 134 151 similarity matrix +T9 Process 363 388 construct a select matrix +T10 Task 606 624 sentence alignment diff --git a/semeval2017/test/S2212671612000741.txt b/semeval2017/test/S2212671612000741.txt new file mode 100644 index 0000000..df0567f --- /dev/null +++ b/semeval2017/test/S2212671612000741.txt @@ -0,0 +1 @@ +A sentence alignment model based on combined clues and Kernel Extensional Matrix Matching (KEMM) method is proposed. In this model, a similarity matrix for sentence aligning is formed by the similarities of bilingual sentences calculated by the combined clues, such as lexicon, morphology, length and special symbols, etc.; then this similarity matrix is used to construct a select matrix for sentence aligning; finally, obtains the sentence alignments by KEMM. Experimental results illustrated that our model outperforms over the Gale's system on handling any types of sentence alignments, with 30% total sentence alignment error rate decreasing. diff --git a/semeval2017/test/S221267161400105X.ann b/semeval2017/test/S221267161400105X.ann new file mode 100644 index 0000000..2f0f453 --- /dev/null +++ b/semeval2017/test/S221267161400105X.ann @@ -0,0 +1,17 @@ +T1 Process 88 121 Scale-invariant feature transform +T2 Process 126 130 SIFT +T3 Process 157 183 Speeded up robust features +T4 Process 188 192 SURF +* Synonym-of T1 T2 +* Synonym-of T3 T4 +T5 Material 257 267 depth maps +T6 Process 398 420 Support vector machine +T7 Process 425 428 SVM +* Synonym-of T6 T7 +T8 Task 16 73 comparison between two popular feature extraction methods +T9 Process 332 355 Microsoft Kinect camera +T10 Process 492 495 SVM +T22 Task 47 65 feature extraction +T23 Process 441 455 classification +T27 Process 441 462 classification method +R2 Hyponym-of Arg1:T7 Arg2:T27 diff --git a/semeval2017/test/S221267161400105X.txt b/semeval2017/test/S221267161400105X.txt new file mode 100644 index 0000000..d4c1383 --- /dev/null +++ b/semeval2017/test/S221267161400105X.txt @@ -0,0 +1 @@ +In this paper a comparison between two popular feature extraction methods is presented. Scale-invariant feature transform (or SIFT) is the first method. The Speeded up robust features (or SURF) is presented as second. These two methods are tested on set of depth maps. Ten defined gestures of left hand are in these depth maps. The Microsoft Kinect camera is used for capturing the images [1]. The Support vector machine (or SVM) is used as classification method. The results are accuracy of SVM prediction on selected images. diff --git a/semeval2017/test/S221450951400014X.ann b/semeval2017/test/S221450951400014X.ann new file mode 100644 index 0000000..00ebb3f --- /dev/null +++ b/semeval2017/test/S221450951400014X.ann @@ -0,0 +1,45 @@ +T1 Material 56 63 bitumen +T2 Material 158 176 waste glass cullet +T3 Process 106 123 stiffness modulus +T4 Process 334 351 stiffness modulus +T5 Material 462 480 waste glass cullet +T6 Material 589 607 waste glass cullet +T7 Process 838 852 Marshall tests +T8 Material 688 707 bituminous material +T9 Material 952 970 waste glass cullet +T10 Material 781 793 glass cullet +T11 Material 1047 1065 waste glass cullet +T12 Material 1120 1138 waste glass cullet +T13 Process 1243 1255 interlocking +T14 Process 1144 1161 stiffness modulus +T15 Material 1313 1325 glass cullet +T16 Material 1395 1411 glass particles’ +T17 Process 1476 1493 stiffness modulus +T18 Material 1528 1546 waste glass cullet +T19 Process 1682 1699 stiffness modulus +T20 Material 1742 1754 glass cullet +T21 Material 1865 1883 waste glass cullet +T22 Process 30 71 changes in the measure of bitumen content +T23 Process 87 144 differences in the stiffness modulus of asphaltic samples +T24 Material 127 144 asphaltic samples +T25 Material 199 204 glass +T26 Process 235 252 stiffness modulus +T27 Material 256 272 modified asphalt +T28 Material 324 329 glass +T29 Material 355 372 asphaltic samples +T30 Material 421 428 bitumen +T31 Process 540 557 stiffness modulus +T32 Material 561 578 asphaltic samples +T33 Material 637 644 bitumen +T34 Material 654 669 Glass particles +T35 Material 744 751 bitumen +T36 Material 866 873 bitumen +T37 Material 1001 1008 bitumen +T38 Material 1085 1102 saphaltic samples +T39 Material 1165 1182 asphaltic samples +T40 Material 1196 1214 waste glass cullet +T41 Material 1497 1514 asphaltic samples +T42 Material 1573 1578 glass +T43 Material 1617 1626 particles +T44 Process 1788 1805 stiffness modulus +T45 Material 1809 1826 asphaltic samples diff --git a/semeval2017/test/S221450951400014X.txt b/semeval2017/test/S221450951400014X.txt new file mode 100644 index 0000000..ff7b9ec --- /dev/null +++ b/semeval2017/test/S221450951400014X.txt @@ -0,0 +1 @@ +This figure demonstrates that changes in the measure of bitumen content create sizable differences in the stiffness modulus of asphaltic samples that include waste glass cullet. As the percentage of glass increases, the measure of the stiffness modulus of modified asphalt increases too. But with pass of optimum measure of glass the stiffness modulus of asphaltic samples decrease. This trend in total of percentages of bitumen content is existing. Due to that waste glass cullet has no suction; the trend does not extend to measuring the stiffness modulus of asphaltic samples including waste glass cullet with different percentage of bitumen content. Glass particles do not absorb any bituminous material, so it is necessary to decrease the bitumen content with the addition of glass cullet. According to Fig. 2 and the results of the Marshall tests, the optimum bitumen measures decrease significantly in samples that include higher percentages of waste glass cullet. As the percentage of optimum bitumen content is 1% more in samples without waste glass cullet in comparison with saphaltic samples that include 20% waste glass cullet. The stiffness modulus of asphaltic samples that include waste glass cullet increased due to additional interlocking between the aggregate and the angularity of particles of glass cullet content. The increase in the intrusive friction angle because of the glass particles’ increased angularity is the main reason for the addition of the stiffness modulus of asphaltic samples that include waste glass cullet. But as the percentage of glass content reaches greater than 15%, the particles’ abundance cause slip these particles on together. The stiffness modulus of samples decreases as the percentage of glass cullet increases. The variations in the stiffness modulus of asphaltic samples that include different percentages of waste glass cullet at different temperature are shown in Fig. 3.