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Feat: support phonon tasks#89

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anyangml merged 16 commits into
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feat/support-phonon-tasks
Feb 26, 2025
Merged

Feat: support phonon tasks#89
anyangml merged 16 commits into
mainfrom
feat/support-phonon-tasks

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@anyangml

@anyangml anyangml commented Feb 21, 2025

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partially resolve #71

Comment thread lambench/tasks/calculator/phonon/phonon.py Outdated
Comment thread lambench/tasks/calculator/phonon/phonon.py Outdated
Comment thread lambench/tasks/calculator/phonon/phonon.py Outdated
Comment thread lambench/models/ase_models.py
Comment thread lambench/tasks/calculator/phonon/phonon.py
Comment thread lambench/tasks/calculator/phonon/phonon.py Outdated
Comment thread pyproject.toml Outdated
Co-authored-by: Chun Cai <amoycaic@gmail.com>
@anyangml anyangml merged commit ef17998 into main Feb 26, 2025
@anyangml anyangml deleted the feat/support-phonon-tasks branch February 26, 2025 10:03
@anyangml

anyangml commented Feb 28, 2025

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@Antoine-Loew surprisingly, I am getting very different results from yours for ORB_v2. Perhaps because I did not do this

drift_force = forces.sum(axis = 0) 
        for force in forces:
            force -= drift_force / forces.shape[0]

{'success_rate': 1.0, 'mae_max_freq': np.float64(309.1820361484202), 'mae_entropy': np.float64(967.2048728655901), 'mae_free_energy': np.float64(252.7656562162039), 'mae_heat_capacity': np.float64(295.0514422589036)}

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model smoothness test

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