Projects | Open Source Science

Projects

Updated 11 months ago

mattersim • Rank 21.5 • Science 46%

MatterSim: A deep learning atomistic model across elements, temperatures and pressures.

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Updated 11 months ago

maml • Rank 15.6 • Science 49%

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

deep-learning machine-learning machine-learning-force-field materials-discovery materials-science spectroscopy

Updated 10 months ago

https://github.com/usnistgov/chipsff • Science 26%

Evaluation of universal machine learning force-fields https://doi.org/10.1021/acsmaterialslett.5c00093

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