diff --git a/.DS_Store b/.DS_Store
index 0ac40163..43c71e95 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/_config.yml b/_config.yml
index 94ae8a75..80f03076 100644
--- a/_config.yml
+++ b/_config.yml
@@ -1,8 +1,8 @@
 name: Dr. Elsa Ducrot
 author: Dr. Elsa Ducrot
+title: Elsa Ducrot's homepage
 description: PhD
-github: http://www.github.com/educrot
-twitter: https://twitter.com/ElsaDucrot
+github: http://www.github.com/educrot22
 linkedin: https://www.linkedin.com/in/elsa-ducrot-440300140/
 email: elsa.ducrot@cea.fr
 disqus: diqus-username
diff --git a/_includes/codes.html b/_includes/codes.html
index 544aef67..e9a7ecd4 100644
--- a/_includes/codes.html
+++ b/_includes/codes.html
@@ -3,22 +3,68 @@
         <h1> Research </h1>
         <hr />
         <h4> I am interested in terrestrial planets orbiting ultra-cool stars, in particular planets within their habitable zone.
-            During my PhD I have had the chance to be involved in all the aspects of the <a href="https://www.speculoos.uliege.be/cms/c_4259452/en/speculoos">
+            Considering the <br />
+        </h4>
+        <div class="card col-md-3">
+            <img src="images/speculoos_team.jpeg" width:"80" height:"80"/>
+        </div>
+        <h2> <a href="https://www.speculoos.uliege.be/cms/c_4259452/en/speculoos">
+               <i><b> SPECULOOS:</b></i></a></h2>
+        <h4 style="font-size:140%;">
+        <h4> During my PhD I have had the chance to be involved in all the aspects of the <a href="https://www.speculoos.uliege.be/cms/c_4259452/en/speculoos">
                 SPECULOOS project</a>: technical monitoring and on-site missions, scheduling of the observations, robotic operations, data reduction, data analysis and
-            most important of all the interpretation of the results.<br />
-            Besides, a great part of my PhD is dedicated to the in-depth study of the Trappist-1 system. Notably, I have had the chance to lead the analysis of more than
-            1000 hours of observation of the system with the <a href="http://www.spitzer.caltech.edu/trappist-1"> Spitzer space telescope</a> and
-            I have been in charge of the organisation of the Trappist-1
-            follow up with SPECULOOS for the last three years. Since Oct 2021 I have joined the <a href="https://www.jwst.nasa.gov/content/observatory/instruments/miri.html"> JWST/MIRI </a>
+            most important of all the interpretation of the results. One of my objectives as a PhD student was to work on the selection and implementation of
+            the observational strategy of the SPECULOOS survey. In that regard I developed a python
+            package to help the planification of all observations on the SPECULOOS telescopes, either
+            core or external programs (see codes).
+            <br />
+
+
+        </h4>
+
+        <div class="card col-md-3">
+            <img src="images/JWST.jpeg" width:"80" height:"80"/>
+        </div>
+        <h2> <a href="https://www.jwst.nasa.gov/content/observatory/instruments/miri.html">
+               <i><b> JWST:</b></i></a></h2>
+        <h4 style="font-size:140%;">
+        <h4> Since Oct 2021 I have joined the <a href="https://www.jwst.nasa.gov/content/observatory/instruments/miri.html"> JWST/MIRI GTO ExoMIRI  </a>
             science team at <a href="https://irfu.cea.fr/en/index.php"> CEA</a> to work on "unveiling the atmospheric composition of the TRAPPIST-1 planets with MIRI",
             a project for which I was granted the <a href="https://parisregion.eu/parisregionfp.html"> Paris Region Fellowship</a>, an EU co-founded Marie Sklodowska-Curie Action (MSCA) grant.
-            Finally, I have a strong interest in astrobiology.  </h4>
+            For this purpose, I have been highly involved in the analysis of 5 secondary eclipses  -when the planet passes behind the star as seen from the observer-
+            of the planet TRAPPIST-1 b at 15 microns and 5 others at 12.8 microns. From this measurement we measured the brightness temperature of the planet
+            in the two bands
+            This project has been recently completed and presented in a paper (see publications).
+
+            Since Oct 2023, I have joined the <a href="https://www.observatoiredeparis.psl.eu/recrutements.html?lang=en"> Observatory of Paris-PSL </a>
+            to work more generally on the "characterization of the atmospheres of rocky to Sub-Neptunes planets with the JWST", a project for which I was granted
+            the <a href="https://psl.eu/en/research/doctoral-studies-and-postdoctoral-fellowships/psl-postdoctoral-programs"> Paris Observatory-PSL fellowship </a>.
+
+            Finally, I have a strong interest in astrobiology.
+        </h4>
+
+        <div class="card col-md-3">
+            <img src="images/T1.jpeg" width:"80" height:"80"/>
+        </div>
+        <h2> <a href="https://exoplanets.nasa.gov/trappist1/">
+               <i><b> The TRAPPIST-1 system:</b></i></a></h2>
+        <h4 style="font-size:140%;">
+        <h4> A great part of my PhD was dedicated to the in-depth study of the Trappist-1 system. Notably, I have had the chance to lead the analysis of more than
+            1000 hours of observation of the system with the <a href="http://www.spitzer.caltech.edu/trappist-1"> Spitzer space telescope</a> and
+            I have been in charge of the organisation of the Trappist-1
+            follow up with SPECULOOS for the last three years.
+
+        </h4>
+
+
         <hr />
         <hr />
         <h1> Codes </h1>
         <hr />
-        <h2> <a href="https://github.com/educrot/SPOCK">
-               <i><b> spock:</b></i></a></h2>
+        <h2> <a href="https://github.com/educrot22/SPOCK_v2/tree/main">
+               <i><b> spock_v2:</b></i></a>
+        </h2>
+
         <h4 style="font-size:140%;"> To help scheduling observations on the SPECULOOS telescopes I have developed
             this python package that aims at improving and facilitate the scheduling of observations on the
             <a href="https://www.speculoos.uliege.be/cms/c_4259452/en/speculoos">
@@ -29,7 +75,7 @@ <h4 style="font-size:140%;"> To help scheduling observations on the SPECULOOS te
             the number of hours surveyed and the priority of the target (based on its stellar properties). Besides, as SPECULOOS telescopes are spread over three locations in the world spock
             plays a key role in the coordination of the observation between different observatories (SSO, SNO and SAINT-EX).<br>
             <hr />
-            All source codes can be found on my Github page and a comprehensive documentation (in dev) is available <a href="https://educrot.github.io/SPOCK/index.html">
+            All source codes can be found on my Github page and a comprehensive documentation (in dev) is available <a href="https://educrot22.github.io/SPOCK_v2/index.html">
                 here</a>.
         </h4>
         <hr />
@@ -41,4 +87,4 @@ <h4 style="font-size:140%;"> To help scheduling observations on the SPECULOOS te
 <!--        <h2> <a href="https://exoplanets.nasa.gov/exep/exopag/sag/#sag21">-->
 <!--               <b> SAG21:</b></a></h2>-->
     </div>
-</div>
\ No newline at end of file
+</div>
diff --git a/_includes/cv_script.html b/_includes/cv_script.html
index 2016e562..52698c61 100644
--- a/_includes/cv_script.html
+++ b/_includes/cv_script.html
@@ -6,7 +6,7 @@ <h1> Curriculum Vitae </h1>
     <hr />
     <hr />
     <p style="font-size:140%;">
-        <a href="https://drive.google.com/file/d/1oyM2Z9olFnfhSyGlwRrZ6ksgsYSyL6q9/view?usp=sharing"><img src="images/cv.png"
+        <a href="https://drive.google.com/file/d/1fzf119YrxWksqvUpaniXXhd7QnXCYzYi/view?usp=sharing"><img src="images/cv.png"
                                           style="border-radius: 0%" title="Click here to see my CV in PDF version" alt="Flower"></a>
 
     <hr />
@@ -30,4 +30,4 @@ <h1> Curriculum Vitae </h1>
 
 
 
-</div>
\ No newline at end of file
+</div>
diff --git a/_includes/greeting.html b/_includes/greeting.html
index 1b8b7989..c9230d34 100644
--- a/_includes/greeting.html
+++ b/_includes/greeting.html
@@ -2,18 +2,19 @@
   <div class="container">
     <div id="welcome-greeting">
       <div class="card col-md-3">
-            <p style="font-size:140%;"><i class="fa fa-envelope-o" style="font-size:35px;color:#4682B4"></i>&nbsp;elsa.ducrot@cea.fr  </p>
+            <p style="font-size:140%;"><i class="fa fa-envelope-o" style="font-size:35px;color:#4682B4"></i>&nbsp;elsa.ducrot@obspm.fr / elsa.ducrot@cea.fr </p>
             <img src="images/self.jpg" width:"100" height:"100"/>
       </div>
       <hr />
       <hr />
       <h1>Hi! I'm Elsa.</h1>
-      <h2>I am a postdoc at the <a href="https://irfu.cea.fr/en/index.php"> CEA</a>, working in the <a href="https://www.jwst.nasa.gov/content/observatory/instruments/miri.html"> MIRI instrument </a>
-        science team to observe the day side emission of terrestrial temperate planets with the <a href="https://jwst.nasa.gov/content/webbLaunch/index.html"> James Webb Space Telescope</a>. Previously I was a PhD student at
+      <h2>Since Sep 2024 I am an Assisant-Astronomer at OSUPS (Observatoire des Sciences de l'Univers Paris-Saclay). I work at CEA Saclay and have a visitor status at the Observatory of Paris. From Oct 2023 to Sep 2024, I was a postdoc at the Observatory of Paris, working on unveiling the atmospheres of rocky to Sub-Neptunes planets with the <a href="https://jwst.nasa.gov/content/webbLaunch/index.html"> James Webb Space Telescope</a> (JWST). From Sep 2021 to Oct 2023 I was a posdoct at CEA, working in the <a href="https://www.jwst.nasa.gov/content/observatory/instruments/miri.html"> JWST/MIRI instrument </a>
+        science team to observe the day side emission of terrestrial temperate planets. Previously I was a PhD student at
         the University of Liège working under the supervision of <a href="https://www.uliege.be/cms/c_9054334/fr/repertoire?uid=u193465">Dr Michaël Gillon</a>.
-        I am interested in the search of habitable planets around ultra-cool star.
+        I am interested in the search of habitable planets around ultra-cool star, the most amenable for the first characterisation of temperate rocky worlds with the JWST.
         I am notably involved in the <a href="https://www.speculoos.uliege.be/cms/c_4259452/en/speculoos">SPECULOOS</a>
-        project and a lot of my time is dedicated to the study of the <a href="http://www.trappist.one/">Trappist-1</a>  system.</h2>
+        project and a lot of my time is dedicated to the study of the <a href="http://www.trappist.one/">TRAPPIST-1</a>  system.
+        </h2>
       <hr />
     </div>
   </div>
diff --git a/_includes/navigation.html b/_includes/navigation.html
index 407fe3ea..d3735857 100644
--- a/_includes/navigation.html
+++ b/_includes/navigation.html
@@ -6,6 +6,7 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
       </button>
       <p class="navbar-brand">{{ site.name }}</p>
     </div>
@@ -15,6 +16,7 @@
       <li><a href="{{ site.baseurl }}/cv.html">CV</a></li>
       <li><a href="{{ site.baseurl }}/research.html">Research</a></li>
       <li><a href="{{ site.baseurl }}/presentations.html">Presentations \&amp conferences</a></li>
+      <li><a href="{{ site.baseurl }}/outreach.html">Outreach </a></li>
 <!--      <li><a href="{{ site.baseurl }}/about.html">About me</a></li>-->
       </ul>
     </div><!--/.nav-collapse -->
@@ -30,6 +32,7 @@
       <li><a href="{{ site.baseurl }}/cv.html">CV</a></li>
       <li><a href="{{ site.baseurl }}/research.html">Research</a></li>
       <li><a href="{{ site.baseurl }}/presentations.html">Presentations &amp conferences</a></li>
+      <li><a href="{{ site.baseurl }}/outreach.html">Outreach </a></li>
 <!--      <li><a href="{{ site.baseurl }}/about.html">About me</a></li>-->
     <hr />
     <div id="social-wrapper">
diff --git a/_includes/pres.html b/_includes/pres.html
index f169e377..d92fe17f 100644
--- a/_includes/pres.html
+++ b/_includes/pres.html
@@ -1,6 +1,117 @@
 <div id="publications">
-    <h1> Presentations </h1>
-    <p style="font-size:140%;"> Here is a non-exhaustive lists of conferences, workshops and seminar I have participated to or been invited to.</p>
+    <h1> Oral presentations </h1>
+    <p style="font-size:140%;"> Here is a non-exhaustive lists of conferences, workshops and seminar I have participated, been invited to, or organised.</p>  -- LAST UPDATE MAY 2025 --
+    <hr />
+
+    <div class="article">
+        <h3> Exoplanets in your backyards 3 </h3>
+        <h4> <b> Nov 2024 - </b>  Louisville, Kentucky </h4>
+        <h4> Member of the Scientific Organizing Committee .</h4>
+        <h4> <a href="https://www.exoplanetsbackyard.com/about"> [Link to website]</a></h4>
+    </div>
+    <hr />
+    <div class="article">
+        <h3> EPSC 2024 </h3>
+        <h4> <b> Sep 2024 - </b>  Berlin, Germany </h4>
+        <h4> Invited Talk on "TRAPPIST-1's inner planets seen in emission"</h4>
+        <h4> <a href="https://exoplanets5.org/"> [Link to website]</a></h4>
+    </div>
+    <hr />
+    <div class="article">
+        <h3> Exoplanets V </h3>
+        <h4> <b> June 2024 - </b>  Leiden, Netherlands </h4>
+        <h4> Talk on "TRAPPIST-1 b seen in emission: secondary eclipses, and double phase curve"</h4>
+        <h4> <a href="https://exoplanets5.org/"> [Link to website]</a></h4>
+    </div>
+    <hr />
+    <div class="article">
+        <h3> European Geoscience Union General Assembly 2024 </h3>
+        <h4> <b> Jan 2024 - </b>  Vienna, Austria </h4>
+        <h4> Co-chair of the session: "Exploring the Trappist-1 system through observation \& modeling" .</h4>
+        <h4> <a href="https://meetingorganizer.copernicus.org/EGU24/session/48151"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Rocky worlds III </h3>
+        <h4> <b> Jan 2024 - </b>  Zurich, Switzerland </h4>
+        <h4> Talk on "JWST broadband thermal emission spectrum of TRAPPIST-1 b" .</h4>
+        <h4> <a href="https://zurich2024.rockyworlds.org/"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Invited seminar at the European Space Agency </h3>
+        <h4> <b> Nov 2023 - </b>  Leiden, Netherlands </h4>
+        <h4> Talk on "Measuring the thermal emission of TRAPPIST-1’s innermost planets using the JWST" .</h4>
+        <h4> <a href="https://www.cosmos.esa.int/web/space-science-faculty/events/seminars"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Société Française d'Exobiologie (SFE) </h3>
+        <h4> <b> Nov 2023 - </b>  Grenoble, France </h4>
+        <h4> Talk on "Constraining the thermal emission of TRAPPIST-1's innermost planets" .</h4>
+        <h4> <a href="https://exobio2023.sciencesconf.org/program"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Invited seminar at Institut d'Astrophysique Spatiale (IAS) </h3>
+        <h4> <b> Oct 2023 - </b>  Orsay, France </h4>
+        <h4> Talk on "Measuring the thermal emission of TRAPPIST-1’s innermost planets using the JWST" .</h4>
+        <h4> <a href="https://www.ias.universite-paris-saclay.fr/fr/le-laboratoire/seminaires/seminaires-2023-2024"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Colloquium series of the Astronomy Department of the University of Geneva </h3>
+        <h4> <b> Oct 2023 - </b> Geneva, Switzerland </h4>
+        <h4> Talk on "Constraining the albedo of the Earth-sized Exoplanet TRAPPIST-1 b using the JWST" .</h4>
+        <h4> <a href="https://earth.esa.int/eogateway/events/egu-general-assembly-2024"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> SF2A 2023 </h3>
+        <h4> <b> June 2023 - </b> Strasbourg, France </h4>
+        <h4> Talk on "Thermal Emission from the Earth-sized Exoplanet TRAPPIST-1 b using the
+JWST" .</h4>
+        <h4> <a href="https://journees.sf2a.eu/ateliers/origine-de-leau-sur-les-planetes/"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> BEACON 2023 </h3>
+        <h4> <b>May 2023 - </b> Toulouse, France </h4>
+        <h4> Talk on "Thermal Emission from the Earth-sized Exoplanet TRAPPIST-1 b using the
+JWST" .</h4>
+        <h4> <a href="https://europeanastrobiology.eu/beacon/"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> CoolStars 2021 </h3>
+        <h4> <b>July 2022 - </b> Toulouse, France </h4>
+        <h4> Plenary talk "A four-year follow-up campaign of TRAPPIST-1 from the ground" .</h4>
+        <h4> <a href="https://coolstars21.github.io/program.html#14"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> AbSciCon 2022 </h3>
+        <h4> <b>May 2022 - </b> Atlanta, GA, USA </h4>
+        <h4> Invited talk on "A four years follow-up campaign of TRAPPIST-1 with the SPECULOOS telescopes" .</h4>
+        <h4> <a href="https://agu.confex.com/agu/abscicon21/meetingapp.cgi/Paper/1025974"> [Link to website]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Exoplanet IV </h3>
+        <h4> <b>May 2022 - </b> Las Vegas, NE, USA </h4>
+        <h4> Talk on "A four years follow-up campaign of TRAPPIST-1 with the SPECULOOS telescopes" .</h4>
+        <h4> <a href="https://submissions.mirasmart.com/ExoplanetsIV/itinerary/PresentationDetail.aspx?evdid=51"> [Link to website]</a></h4>
+    </div>
     <hr />
 
     <div class="article">
@@ -11,8 +122,8 @@ <h4> <a href="https://sites.google.com/view/sag21symposium"> [Link to website]</
     <hr />
 
     <div class="article">
-        <h3> Lunch seminar at Cornell University, NY, USA (invited) </h3>
-        <h4> <b>Mar 2021 - </b>1 hour oral presentation to explain the status of follow-up observations on the TRAPPIST-1 system</h4>
+        <h3> Lunch seminar at Cornell University, NY, USA </h3>
+        <h4> <b>Mar 2021 - </b> Presentation of the status of follow-up observations on the TRAPPIST-1 system</h4>
         <h4> <a href="http://hosting.astro.cornell.edu/events/planetary-lunch.html"> [Link to website]</a></h4>
     </div>
     <hr />
@@ -39,20 +150,20 @@ <h4> <a href="http://www.nexss.info/community/workshops/thai"> [Link to website]
     <hr />
 
     <div class="article">
-        <h3> Lunch seminar at Max Planck Institute for Astronomy, Heidelberg, Germany (invited) </h3>
+        <h3> Lunch seminar at Max Planck Institute for Astronomy, Heidelberg, Germany (invited seminar) </h3>
         <h4> <b>July 2020 - </b>Virtual 30 min oral presentation to introduce the Global results of the Spitzer Exploration Science Program Red Worlds.</h4>
     </div>
     <hr />
 
     <div class="article">
-        <h3> Exoplanets III, Heidelberg, Germany (held remotely due to the Covid-19 pandemic) </h3>
+        <h3> Exoplanets III, Heidelberg, Germany (talk, held remotely due to the Covid-19 pandemic) </h3>
         <h4> <b>July 2020 - </b>Oral presentation on "TRAPPIST-1: Global Results of the Spitzer Exploration Science Program and ground based transit timing variations follow-up" .</h4>
         <h4> <a href="https://hdconfsys.zah.uni-heidelberg.de/exoplanets3/program_talks.html"> [Link to abstract]</a></h4>
     </div>
     <hr />
 
     <div class="article">
-        <h3> EPSC-DPS join meeting 2019, Geneva, Switzerland</h3>
+        <h3> EPSC-DPS join meeting 2019, Geneva, Switzerland </h3>
         <h4> <b>Sept 2019 - </b>Oral presentation untitled "Latest news of SPECULOOS and TRAPPIST-1".</h4>
         <h4> <a href="https://meetingorganizer.copernicus.org/EPSC-DPS2019/EPSC-DPS2019-1974-2.pdf"> [Link to abstract]</a></h4>
     </div>
@@ -67,7 +178,7 @@ <h4> <a href="https://nexsci.caltech.edu/workshop/2019/participants.shtml"> [Lin
     <hr />
 
     <div class="article">
-        <h3> AbSCiCon 2019, Bellevue, WA</h3>
+        <h3> AbSCiCon 2019, Bellevue, WA </h3>
         <h4> <b>June 2019 - </b>Oral presentation untitled "TRAPPIST-1: Latest outcomes from an extensive photometric follow up".</h4>
         <h4> <a href="https://agu.confex.com/agu/abscicon19/meetingapp.cgi/Paper/481309"> [Link to abstract]</a></h4>
     </div>
@@ -86,14 +197,6 @@ <h4> <b>Mar 2019 - </b>1h Oral presentation on "SPECULOOS, the search for habita
     </div>
     <hr />
 
-    <div class="article">
-        <h3> EXOJC 2019, Bordeaux, France </h3>
-        <h4> <b>Mar 2019 - </b>Poster on "Latest news from the photometric follow up of TRAPPIST-1".</h4>
-        <h4> <a href="https://exojc2019.sciencesconf.org/"> [Link to programme]</a></h4>
-    </div>
-    <hr />
-
-
     <div class="article">
         <h3> Metropolis Bruxelles, Belgium (invited) </h3>
         <h4> <b>Nov 2018 - </b>1h presentation on exoplanets and the SPECULOOS project to high school students in the context of the METROPOLIS initiative. The METROPOLIS project has for objective
@@ -104,19 +207,32 @@ <h4> <b>Nov 2018 - </b>1h presentation on exoplanets and the SPECULOOS project t
     <hr />
 
     <div class="article">
-        <h3> Exoplanets II, Cambridge, UK </h3>
-        <h4> <b>July 2018 - </b>Poster on the "The 0.6-4.55µm broadband transmission spectra of TRAPPIST-1 planets".</h4>
-        <h4> <a href="https://www.exoplanetscience2.org/programme/06-455%c2%b5m-broadbandtransmissionspectraoftrappist-1planets.html"> [Link to poster]</a></h4>
+        <h3> Société Astronomique de Liège, Liège, Belgium (invited) </h3>
+        <h4> <b>Feb 2018 - </b>1h Oral presentation of the SPECULOOS project to the members of the Astronomical society of Liège.</h4>
+        <h4> <a href="http://societeastronomique.uliege.be/activite/conference-de-septembre-speculoos-a-la-recherche-dautres-terres-habitees-autour-des-naines-ultrafroides-les-plus-proches/"> [Link to abstract]</a></h4>
     </div>
     <hr />
 
+    <h1> Poster presentations </h1>
+    <p style="font-size:140%;"> Here is a lists of the poster I have presented in conferences.</p>
+    <hr />
+
     <div class="article">
-        <h3> Société Astronomique de Liège, Liège, Belgium (invited) </h3>
-        <h4> <b>Feb 2018 - </b>1h Oral presentation of the SPECULOOS project to the members of the Astronomical society of Liège.</h4>
-        <h4> <a href="http://societeastronomique.uliege.be/activite/conference-de-septembre-speculoos-a-la-recherche-dautres-terres-habitees-autour-des-naines-ultrafroides-les-plus-proches/"> [Link to abstract]</a></h4>
+        <h3> EXOJC 2019, Bordeaux, France </h3>
+        <h4> <b>Mar 2019 - </b>Poster on "Latest news from the photometric follow up of TRAPPIST-1".</h4>
+        <h4> <a href="https://exojc2019.sciencesconf.org/"> [Link to programme]</a></h4>
+    </div>
+    <hr />
+
+    <div class="article">
+        <h3> Exoplanets II, Cambridge, UK </h3>
+        <h4> <b>July 2018 - </b>Poster on the "The 0.6-4.55µm broadband transmission spectra of TRAPPIST-1 planets".</h4>
+        <h4> <a href="https://www.exoplanetscience2.org/programme/06-455%c2%b5m-broadbandtransmissionspectraoftrappist-1planets.html"> [Link to poster]</a></h4>
     </div>
     <hr />
 
 
 
-</div>
\ No newline at end of file
+
+
+</div>
diff --git a/_includes/pub.html b/_includes/pub.html
index 4307b2ba..3a6217c5 100644
--- a/_includes/pub.html
+++ b/_includes/pub.html
@@ -1,54 +1,220 @@
 <div id="publications">
     <h1> Publications </h1>
-    <p style="font-size:140%;"> To date, I have contributed to 34 peer-reviewed publications,
-        2 of which I was the first author. Please find below a list of my first-author peer-reviewed publications,
-        a list of my significant contribution peer-reviewed publications, and a list of the others peer-reviewed publications I was involved in.</p>
+    <p style="font-size:140%;"> To date, I have contributed to 67 papers.
+        Please find below a list of my first-author peer-reviewed publications,
+        a list of my significant contribution peer-reviewed publications, and a list of the others peer-reviewed publications I was involved in.
+    Statistics about my publications can be found on <a href="https://ui.adsabs.harvard.edu/search/filter_author_facet_hier_fq_author=AND&filter_author_facet_hier_fq_author=author_facet_hier%3A%220%2FDucrot%2C%20E%22&filter_database_fq_database=AND&filter_database_fq_database=((database%3Aastronomy%20OR%20database%3Aphysics))&filter_database_fq_database=database%3A%22astronomy%22&filter_property_fq_property=AND&filter_property_fq_property=property%3A%22refereed%22&fq=%7B!type%3Daqp%20v%3D%24fq_database%7D&fq=%7B!type%3Daqp%20v%3D%24fq_author%7D&fq=%7B!type%3Daqp%20v%3D%24fq_property%7D&fq_author=(author_facet_hier%3A%220%2FDucrot%2C%20E%22)&fq_database=(((database%3Aastronomy%20OR%20database%3Aphysics))%20AND%20database%3A%22astronomy%22)&fq_property=(property%3A%22refereed%22)&p_=0&q=ducrot&sort=date%20desc%2C%20bibcode%20desc"> [NASA ADS] </a>
+    </p> -- LAST UPDATE MAY 2025 --
+
     <h2>First-author publications:</h2>
+
+    <div class="article">
+        <h3> First JWST thermal phase curves of temperate terrestrial exoplanets reveal no thick atmosphere around TRAPPIST-1 b and c </h3>
+        <h4><b> Gillon &amp Ducrot </b> et al. 2025 <i> Nature Astronomy in revision</i> <br></h4>
+        <h4> <a href=""> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Combined analysis of the 12.8 and 15 microns JWST/MIRI eclipse observations of TRAPPIST-1 b </h3>
+        <h4><b> Ducrot, Lagage </b> et al. 2024 <i> Nature Astronomy 9, pages 358–369</i> <br></h4>
+        <h4> <a href="https://www.nature.com/articles/s41550-024-02428-z"> [Click here to read full article]</a></h4>
+    </div>
     <div class="article">
         <h3> TRAPPIST-1: Global results of the Spitzer Exploration Science Program Red Worlds </h3>
-        <h4><b> Ducrot </b> et al. 2020. A &amp A vol. 640, p. A112, Aug. 2020. <br></h4>
+        <h4><b> Ducrot </b> et al. 2020. A &amp A vol. 640, p. A112 <br></h4>
         <h4> <a href="https://www.aanda.org/articles/aa/pdf/2020/08/aa37392-19.pdf"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> The 0.8-4.5 μm Broadband Transmission Spectra of TRAPPIST-1 Planets </h3>
-        <h4><b> Ducrot </b> et al. 2018. The Astronomical Journal, Volume 156, Issue 5, article id. 218, 16 pp. (2018). <br></h4>
+        <h4><b> Ducrot </b> et al. 2018. The Astronomical Journal, Volume 156, Issue 5, article id. 218, 16 pp <br></h4>
         <h4> <a href="https://ui.adsabs.harvard.edu/link_gateway/2018AJ....156..218D/PUB_PDF"> [Click here to read full article]</a></h4>
     </div>
 
     <h2>Significant contribution publications:</h2>
-     <div class="article">
-        <h3> TOI-2257 b: A highly eccentric long-period sub-Neptune transiting a nearby M dwarf </h3>
-        <h4> N. Schanche, ..., <b> Ducrot </b> et al. 2021. <i>Accepted for publication in A &amp A</i>  <br></h4>
-        <h4> <a href="https://arxiv.org/abs/2111.01749"> [Click here to read full article]</a></h4>
+    <div class="article">
+      <h3> Warm Jupiters around M dwarfs are great opportunities for extensive chemical, cloud, and haze characterisation with JWST </h3>
+      <h4> Teinturier, <b> Ducrot </b>, Charnay 2024 <i> A &amp A, Volume 690
+</i><br></h4>
+      <h4> <a href = "https://www.aanda.org/articles/aa/full_html/2024/10/aa50761-24/aa50761-24.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+      <h3> Simulating JWST MIRI LRS time series observations </h3>
+      <h4> Dyrek, <b> Ducrot </b> et al. 2023,  <i> A &amp A, Volume 683,</i><br></h4>
+      <h4> <a href = "https://www.aanda.org/articles/aa/full_html/2024/03/aa47127-23/aa47127-23.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+      <h3> No thick carbon dioxide atmosphere on the rocky exoplanet TRAPPIST-1 c </h3>
+        <h4> Zieba, Kreidberg, <b> Ducrot </b> et al. 2023,<i> Nature Volume 620</i> <br></h4>
+      <h4> <a href = "https://doi.org/10.1038/s41586-023-06232-z"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+      <h3> Thermal emission from the Earth-sized exoplanet TRAPPIST-1 b using JWST </h3>
+        <h4> Greene, Bell, <b> Ducrot </b> et al. 2023, <i>Nature,  Volume 618</i> <br></h4>
+      <h4> <a href = "https://www.nature.com/articles/s41586-023-05951-7"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+      <h3> Two temperate super-Earths transiting a nearby late-type M dwarf </h3>
+        <h4> Delrez, Murray, Pozuelos, Narita, <b> Ducrot </b> et al. 2022, <i>A &amp A, Volume 667, id.A59, 31 pp.</i> <br></h4>
+      <h4> <a href = "https://www.aanda.org/component/article?access=doi&doi=10.1051/0004-6361/202244041"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Complex Modulation of Rapidly Rotating Young M Dwarfs: AddingPieces to the Puzzle </h3>
+        <h4> Günther, Berardo, <b> Ducrot </b> et al. 2022. <i>The Astronomical Journal, Volume 163, Number 4.</i>  <br></h4>
+        <h4> <a href="https://iopscience.iop.org/article/10.3847/1538-3881/ac503c/meta"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> Refining the transit timing and photometric analysis of TRAPPIST-1: Masses, radii, densities, dynamics, and ephemerides. </h3>
-        <h4> Agol, Dorn, Grimm, Turbet,<b> Ducrot </b> et al. 2021. The Planetary Science Journal, vol. 2, Issue 1, id.1, 38 pp. <br></h4>
+        <h4> Agol, Dorn, Grimm, Turbet,<b> Ducrot </b> et al. 2021. <i>The Planetary Science Journal, vol. 2, Issue 1, id.1, 38 pp.</i> <br></h4>
         <h4> <a href="https://iopscience.iop.org/article/10.3847/PSJ/abd022"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> Development of the SPECULOOS exoplanet search project </h3>
-        <h4> Sebastian, Pedersen, Murray, <b> Ducrot </b> et al. 2020. Proceedings of the SPIE, Volume 11445, id. 1144521 16 pp. (2020). <br></h4>
+        <h4> Sebastian, Pedersen, Murray, <b> Ducrot </b> et al. 2020. <i>Proceedings of the SPIE, Volume 11445, id. 1144521 16 pp. (2020).</i> <br></h4>
         <h4> <a href="https://doi.org/10.1117/12.2563563"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> SPECULOOS - Ultracool Dwarf Transit Survey, Target List and Strategy </h3>
-        <h4> Sebastian, Gillon, <b> Ducrot </b> et al. 2020. A &amp A, vol. 645, January 2021. <br></h4>
+        <h4> Sebastian, Gillon, <b> Ducrot </b> et al. 2020. <i>A &amp A, vol. 645, January 2021.</i> <br></h4>
         <h4> <a href="https://arxiv.org/pdf/2011.02069.pdf"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> πEarth: a 3.14-day Earth-sizedPlanet fromK2’s Kitchen Served Warm by the SPECULOOS Team </h3>
-        <h4> Niraula, de Wit, Rackham, <b> Ducrot </b> et al. 2020. The Astronomical Journal, vol. 160, Issue 4, id.172, 9 pp.<br></h4>
+        <h4> Niraula, de Wit, Rackham, <b> Ducrot </b> et al. 2020. <i>The Astronomical Journal, vol. 160, Issue 4, id.172, 9 pp.</i> <br></h4>
         <h4> <a href="https://ui.adsabs.harvard.edu/link_gateway/2020arXiv200607308N/EPRINT_PDF"> [Click here to read full article]</a></h4>
     </div>
-    <div class="article">
-        <h3> Complex Modulation of Rapidly Rotating Young M Dwarfs: AddingPieces to the Puzzle </h3>
-        <h4> Günther, Berardo, <b> Ducrot </b> et al. 2020. <i>Submitted to The Astronomical Journal</i>  <br></h4>
-        <h4> <a href="https://ui.adsabs.harvard.edu/link_gateway/2020arXiv200811681G/EPRINT_PDF"> [Click here to read full article]</a></h4>
-    </div>
+
 
 
     <h2>Other co-authored publications:</h2>
+    <div class="article">
+        <h3> TOI-6508 b: A massive transiting brown dwarf orbiting a low-mass star </h3>
+        <h4> Barkaoui, ..., <b> Ducrot </b> et al. 2025. <i>  Astronomy &amp Astrophysics, Volume 696, id.A44, 15 pp. </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2025/04/aa53508-24/aa53508-24.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> JWST sighting of decametre main-belt asteroids and view on meteorite sources </h3>
+        <h4> Burdanov, ..., <b> Ducrot </b> et al. 2025. <i> Nature, 638, pages74–78 </i> <br></h4>
+        <h4> <a href="https://www.nature.com/articles/s41586-024-08480-z"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> TOI-2015 b: A sub-Neptune in strong gravitational interaction with an outer non-transiting planet </h3>
+        <h4> Barkaoui, ..., <b> Ducrot </b> et al. 2025. <i> Astronomy &amp Astrophysics, Volume 695, A291 </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2025/03/aa52916-24/aa52916-24.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> History and Habitability of the LP 890-9 Planetary System</h3>
+        <h4> Barnes, ..., <b> Ducrot </b> et al. 2024. <i>  The Planetary Science Journal, Volume 6, Issue 1, id.25, 13 pp. </i> <br></h4>
+        <h4> <a href="https://ui.adsabs.harvard.edu/abs/2025PSJ.....6...25B/abstract"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> TOI 762 A b and TIC 46432937 b: Two Giant Planets Transiting M-dwarf Stars </h3>
+        <h4> Hartman, ..., <b> Ducrot </b> et al. 2024. <i> AJ 168 202 </i> <br></h4>
+        <h4> <a href="https://iopscience.iop.org/article/10.3847/1538-3881/ad6f07"> [Click here to read full article]</a></h4>
+    </div>
+     <div class="article">
+        <h3> The radiative and dynamical impact of clouds in the atmosphere of the hot Jupiter WASP-43 b </h3>
+        <h4> Teinturier, ..., <b> Ducrot </b> et al. 2024. <i> Astronomy &amp Astrophysics, Volume 683, A231 </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2024/03/aa47069-23/aa47069-23.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A long-period transiting substellar companion in the super-Jupiters to brown dwarfs mass regime and a prototypical warm-Jupiter detected by TESS </h3>
+        <h4> Jones, ..., <b> Ducrot </b> et al. 2024. <i> Astronomy &amp Astrophysics, Volume 683, A192 </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2024/03/aa48147-23/aa48147-23.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Evidence for transit-timing variations of the 11 Myr exoplanet TOI-1227 b </h3>
+        <h4> Amenara, ..., <b> Ducrot </b> et al. 2024. <i> Astronomy &amp Astrophysics, Volume 683, A96 </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2024/03/aa48492-23/aa48492-23.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b </h3>
+        <h4> Bell, ..., <b> Ducrot </b> et al. 2024. <i> Nature Astronomy, volume 8, pages 879–898 </i> <br></h4>
+        <h4> <a href="https://www.nature.com/articles/s41550-024-02230-x"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> An extended low-density atmosphere around the Jupiter-sized planet WASP-193 b </h3>
+        <h4> Barkaoui, ..., <b> Ducrot </b> et al. 2024. <i> Nature Astronomy, volume 8, pages 909–919 </i> <br></h4>
+        <h4> <a href="https://www.nature.com/articles/s41550-024-02259-y"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A 1.55 R_earth habitable-zone planet hosted by TOI-715, an M4 star near the ecliptic South Pole </h3>
+        <h4> Dransfield, ..., <b> Ducrot </b> et al. 2023. <i> Monthly Notices of the Royal Astronomical Society, Volume 527, Issue 1, pp.35-52. </i> <br></h4>
+        <h4> <a href="https://academic.oup.com/mnras/article/527/1/35/7172075"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> SO2, silicate clouds, but no CH4 detected in a warm Neptune </h3>
+        <h4> Dyrek, ..., <b> Ducrot </b> et al. 2023. <i> Nature </i> <br></h4>
+        <h4> <a href="https://doi.org/10.1038/s41586-023-06849-0"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Water condensation zones around main sequence stars </h3>
+        <h4> Turbet, ..., <b> Ducrot </b> et al. 2023. <i> Astronomy &amp Astrophysics, Volume 679, id.A126, 36 pp. </i> <br></h4>
+        <h4> <a href="https://doi.org/10.1051/0004-6361/202347539"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A roadmap to the efficient and robust characterization of temperate terrestrial planet atmospheres with JWST </h3>
+        <h4> TRAPPIST-1 JWST Community Initiatives, ..., <b> Ducrot </b> et al. 2023. <i> in review at Nature Astronomy </i> <br></h4>
+        <h4> <a href="https://arxiv.org/abs/2310.15895"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> An M dwarf accompanied by a close-in giant orbiter with SPECULOOS </h3>
+        <h4> Triaud, ..., <b> Ducrot </b> et al. 2023. <i> Monthly Notices of the Royal Astronomical Society: Letters, Volume 525, Issue 1, pp. L98-L104. Oct 2023 </i> <br></h4>
+        <h4> <a href="https://doi.org/10.1093/mnrasl/slad097"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Potential Atmospheric Compositions of TRAPPIST-1 c Constrained by JWST/MIRI Observations at 15 microns </h3>
+        <h4> Lincowski, ..., <b> Ducrot </b> et al. 2023. <i> The Astrophysical Journal Letters, Volume 955, Issue 1, id.L7, 12 pp. </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2023/09/aa46838-23/aa46838-23.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> TOI-2084 b and TOI-4184 b: Two new sub-Neptunes around M dwarf stars </h3>
+        <h4> Barkaoui, ..., <b> Ducrot </b> et al. 2023. <i> A &amp A Volume 677, id.A38, 20 pp.</i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2023/09/aa46838-23/aa46838-23.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A reflective, metal-rich atmosphere for GJ 1214b from its JWST phase curve </h3>
+        <h4> Kempton, ..., <b> Ducrot </b> et al. 2023. <i> Nature 620, 67–71. Aug 2023.</i> <br></h4>
+        <h4> <a href="https://doi.org/10.1038/s41586-023-06159-5"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A temperate Earth-sized planet with tidal heating transiting an M6 star </h3>
+        <h4> Peterson, ..., <b> Ducrot </b> et al. 2023. <i> Nature 617, 701–705 </i> <br></h4>
+        <h4> <a href="https://www.nature.com/articles/s41586-023-05934-8"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A super-Earth and a mini-Neptune near the 2:1 MMR straddling the radius valley around the nearby mid-M dwarf TOI-2096 </h3>
+        <h4> Pozuelos, ..., <b> Ducrot </b> et al. 2023. <i> Astronomy &amp Astrophysics, Volume 672, id.A70, 25 pp </i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/full_html/2023/04/aa45440-22/aa45440-22.html"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Precise near-infrared photometry, accounting for water vapour </h3>
+        <h4> Pedersen, ..., <b> Ducrot </b> et al. 2023. <i> Monthly Notices of the Royal Astronomical Society, Volume 518, Issue 2, pp.2661-2670 </i> <br></h4>
+        <h4> <a href="https://academic.oup.com/mnras/article/514/3/4120/6595325"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> Final Report for SAG 21: The Effect of Stellar Contamination on Space-based Transmission Spectroscopy </h3>
+        <h4> Rackham, ..., <b> Ducrot </b> et al. 2023. <i> RAS Techniques and Instruments, Volume 2, Issue 1, January 2023, pp. 148-206 </i> <br></h4>
+        <h4> <a href="https://academic.oup.com/rasti/article/2/1/148/7081330"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> SPECULOOS Northern Observatory: Searching for Red Worlds in the Northern Skies </h3>
+        <h4> Burdanov, ..., <b> Ducrot </b> et al. 2022. <i> Publications of the Astronomical Society of the Pacific, Volume 134, Issue 1040, id.105001, 11 pp </i> <br></h4>
+        <h4> <a href="https://academic.oup.com/mnras/article/514/3/4120/6595325"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> TESS discovery of a sub-Neptune orbiting a mid-M dwarf TOI-2136 </h3>
+        <h4> Tianjun, ..., <b> Ducrot </b> et al. 2022. <i>Monthly Notices of the Royal Astronomical Society, Volume 514, Issue 3, August 2022, Pages 4120–4139 </i> <br></h4>
+        <h4> <a href="https://academic.oup.com/mnras/article/514/3/4120/6595325"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> A Study of Flares in the Ultra-Cool Regime from SPECULOOS-South </h3>
+        <h4> Murray, ..., <b> Ducrot </b> et al. 2022. <i>Monthly Notices of the Royal Astronomical Society, Volume 513, Issue 2, June 2022, Pages 2615–2634 </i> <br></h4>
+        <h4> <a href="https://academic.oup.com/mnras/article/513/2/2615/6570707?login=true"> [Click here to read full article]</a></h4>
+    </div>
+    <div class="article">
+        <h3> TOI-2257 b: A highly eccentric long-period sub-Neptune transiting a nearby M dwarf </h3>
+        <h4> Schanche, ..., <b> Ducrot </b> et al. 2021. <i>A @amp A, Volume 657, id.A45, 18 pp.</i> <br></h4>
+        <h4> <a href="https://www.aanda.org/articles/aa/pdf/2022/01/aa42280-21.pdf"> [Click here to read full article]</a></h4>
+    </div>
     <div class="article">
         <h3> prose: A Python framework for modular astronomical images processing </h3>
         <h4> Garcia, Timmermans, Pozuelos, <b> Ducrot </b> et al. 2021. <i>Accepted for publication in the Monthly Notices of the Royal Astronomical Society </i>  <br></h4>
@@ -57,7 +223,7 @@ <h4> <a href="https://academic.oup.com/mnras/advance-article-abstract/doi/10.109
     <div class="article">
         <h3> NGTS clusters survey - III. A low-mass eclipsing binary in the Blanco 1 open cluster spanning the fully convective boundary </h3>
         <h4> Smith, ..., <b> Ducrot </b> et al. 2021. <i>Monthly Notices of the Royal Astronomical Society, Volume 507, Issue 4 </i>  <br></h4>
-        <h4> <a href="https://academic.oup.com/mnrasl/article/504/1/L45/6228864}{doi: 10.1093/mnrasl/slab037"> [Click here to read full article]</a></h4>
+        <h4> <a href="https://academic.oup.com/mnrasl/article/504/1/L45/6228864"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> A large sub-Neptune transiting the thick-disk M4 V TOI-2406 </h3>
@@ -72,7 +238,7 @@ <h4> <a href=""> [Click here to read full article]</a></h4>
     <div class="article">
         <h3> A transit timing variation observed for the long-period extremely low-density exoplanet HIP 41378 f </h3>
         <h4> Bryant, ..., <b> Ducrot </b> et al. 2021. <i>Monthly Notices of the Royal Astronomical Society: Letters, Volume 504, Issue 1, pp.L45-L50 </i>  <br></h4>
-        <h4> <a href="https://academic.oup.com/mnrasl/article/504/1/L45/6228864}{doi: 10.1093/mnrasl/slab037"> [Click here to read full article]</a></h4>
+        <h4> <a href="https://academic.oup.com/mnrasl/article/504/1/L45/6228864"> [Click here to read full article]</a></h4>
     </div>
     <div class="article">
         <h3> Six transiting planets and a chain of Laplace resonances in TOI-178. </h3>
@@ -182,5 +348,3 @@ <h4> <a href="https://ui.adsabs.harvard.edu/link_gateway/2018SPIE10700E..1ID/PUB
 
 
 </div>
-
-
diff --git a/_includes/vulga.html b/_includes/vulga.html
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--- /dev/null
+++ b/_includes/vulga.html
@@ -0,0 +1,80 @@
+<div id="publications">
+    <div class="article">
+        <h1> Outreach </h1>
+        <hr />
+
+        <div class="card col-md-3">
+            <img src="images/outreach.jpeg" width:"100" height:"100"/>
+        </div>
+        <h2> <a href="">
+               <i><b> Outreach:</b></i></a></h2>
+        <h4 style="font-size:140%;">
+        <h4>
+            <p style="font-size:140%;"> I also believe outreach activities are an integral part of the job of researcher.
+                I therefore try to dedicated part of my time to share my passion for astronomy and promote the importance of gender diversity in science.
+                I have listed below a selection of the outreach events I have participated to
+            in the past years, from radio interviews to presentations in festivals or high schools.
+            <br>
+            <br>
+            <br>
+            </p>
+            <div class="article">
+                <h3> &#11089; Astrobio Education </h3>
+                <h4><b> Outreach course about the TRAPPIST-1 system <br></h4>
+                <h4> <a href="https://www.youtube.com/watch?v=A5k2dso5PqY&t=266s&ab_channel=Soci%C3%A9t%C3%A9Fran%C3%A7aised%27Exobiologie"> [Click here watch the video]</a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; Ciel et Espace </h3>
+                <h4><b> Interview about SPECULOOS-3b <br></h4>
+                <h4> <a href="https://www.youtube.com/watch?v=0omTX3f1Dro&t=373s&ab_channel=Ciel%26Espace"> Click here watch the interview </a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; Utopiales 2023 </h3>
+                <h4><b> Three rond tables <br></h4>
+                <h4> <a href="https://www.utopiales.org/event/celle-qui-cherche-des-exoplanetes/"> Celle qui cherche des exoplanètes </a></h4>
+                <h4> <a href="https://www.utopiales.org/event/transmission-par-les-images/"> Transmission par les images </a></h4>
+                <h4> <a href="https://www.utopiales.org/event/jouer-avec-la-vitesse-de-la-lumiere/"> Jouer avec la vitesse de la lumière </a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; La science CQFD </h3>
+                <h4><b> Outreach radio interview about the topic: Exoplanets: who's got an atmospheric face? <br></h4>
+                <h4> <a href="https://www.radiofrance.fr/franceculture/podcasts/la-science-cqfd/exoplanetes-qui-a-une-gueule-d-atmosphere-7314643"> [Click here to listen]</a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; La cerise dans le labo </h3>
+                <h4><b> Project of podcast and a comic book to describe the work of 13 women reasearcher and promote women in sciences <br></h4>
+                <h4> <a href="https://www.youtube.com/watch?v=ys9DMK8aKU4"> [Click here to listen to the podcast]</a></h4>
+                <h4> <a href="https://www.youtube.com/watch?v=ys9DMK8aKU4"> [Click here to buy the comic book]</a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; Cité des Sciences et de l'Industrie </h3>
+                <h4><b> Outreach video on the James Webb Space Telescope <br></h4>
+                <h4> <a href="https://leblob.fr/videos/jwst-un-voyage-dans-espace-et-le-temps"> [Click here to see the video]</a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; Arte twich </h3>
+                <h4><b> First images of the JWST telescope <br></h4>
+                <h4> <a href="https://www.twitch.tv/videos/1529721515"> [Click here to see the video]</a></h4>
+            </div>
+            <div class="article">
+                <h3> &#11089; Epsiloon journal </h3>
+                <h4><b> Interview about the JWST <br></h4>
+                <h4> <a href="https://www.epsiloon.com/common/product-article/34?gclid=CjwKCAjwsfuYBhAZEiwA5a6CDDfToa6rCvtpDMFo-eziDNFMKIom4psfdKSJCw44zr4qLttKXa8uCRoCgacQAvD_BwE"> [Click here to see the journal]</a></h4>
+            </div>
+
+        </h4>
+
+        <div class="card col-md-3">
+            <img src="images/FGIS.jpeg" width:"100" height:"100"/>
+        </div>
+        <h2> <a href="https://www.fondationloreal.com/our-programs-women-science/girls-science-0">
+               <i><b> Ambassadress for the program For Girls in Sciences:</b></i></a></h2>
+        <h4 style="font-size:140%;">
+        <h4> This program aims to help raise the profile of science as an attractive career and inspire girls to become scientists by
+            providing tutoring in sciences, visits, and guidance on career orientation.
+            As an ambassadress of FGIS my role is to organize visits of research labs, answer to questions and
+            propose short-term internships to break down preconceived ideas about scientific careers and women in science.
+        </h4>
+
+    </div>
+</div>
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+++ b/outreach.html
@@ -0,0 +1,7 @@
+---
+title: Elsa Ducrot
+---
+{% include vulga.html %}
+
+
+