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Water slab dipoles#349

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MandyHoffmann wants to merge 20 commits intoddmms:mainfrom
MandyHoffmann:water_slab_dipoles
Open

Water slab dipoles#349
MandyHoffmann wants to merge 20 commits intoddmms:mainfrom
MandyHoffmann:water_slab_dipoles

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Summary

Physicality test for total dipole distribution of water slabs, checks standard deviation and number of candidates for dielectric breakdown.

Linked issue

Resolves #348

Progress

  • Calculations
  • Analysis
  • Application
  • Documentation

I think I did everything, but please check! For actually running it, the MD calculation time can be adjusted based on how well sampled you want it; longer simulation times are required for a proper Gaussian-shaped histogram. Similarly, one could consider changing the bins to be even smaller.

Currently, no hover templates are set for the histograms.

Testing

Tested on one of my own water models and the small mace-mp0-a model. Calculations are quite expensive (>12 h for the mace-mp0 one).

New decorators/callbacks

Build a new decorator for histograms, oriented at the scatter plot one, included in this PR. Not sure all the callbacks work properly, but one can see the plots.

@ElliottKasoar ElliottKasoar added the new benchmark Proposals and suggestions for new benchmarks label Feb 6, 2026
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Water Slab Dipole Distributions

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