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Summary

EOS test for three phases as in A13 of mace-mp0 paper. W, Mo and Nb are checked with one extra phase A15. I have not yest come up with a metric, hopefully we can think about it together.

To help to think about the metric and integration to the interactive app here is a plot that can be done with the results.
eos_comparison_all_models

The performance varies quite a lot between the models, should be interesting to put a number on it. I attach also the reference data: equation_of_state.zip
I should be able to get similar data for Ta, non BCC Zr, Ti and maybe a couple of more metals.

Linked issue

Resolves #310

Progress

  • Calculations
  • Analysis
  • Application
  • Documentation

Testing

'mace-matpes-r2scan',
'mace-mp-0a',
'mace-mp-0b3',
'mace-mpa-0',
'mace-omat-0',
'orb-v3-consv-inf-omat',
'pet-mad'

New decorators/callbacks

@pgrigorev pgrigorev changed the title WIP: EOS test as in section A13of mace mp paper WIP: EOS test as in section A13 of mace mp0 paper Jan 30, 2026
@pgrigorev pgrigorev marked this pull request as draft January 30, 2026 13:20
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Cannot figure out how to assign a new benchmark label to be in sync with the issue.

@ElliottKasoar ElliottKasoar added the new benchmark Proposals and suggestions for new benchmarks label Jan 30, 2026
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new benchmark Proposals and suggestions for new benchmarks

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Equation of state for BCC (A13) and other elemental structures

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