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Search results for machine learning interatomic potentials
interatomic-potentials
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machine-learning
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7 search results found
Nequip
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478
NequIP is a code for building E(3)-equivariant interatomic potentials
Allegro
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169
Allegro is an open-source code for building highly scalable and accurate equivariant deep learning interatomic potentials
Uf3
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51
UF3: a python library for generating ultra-fast interatomic potentials
Hippynn
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51
python library for atomistic machine learning
Kliff
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28
KIM-based Learning-Integrated Fitting Framework (KLIFF).
Flame
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18
FLAME: a library for atomistic modeling environments
Potentiallearning.jl
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17
An open source Julia library for active learning of interatomic potentials in atomistic simulations of materials. It incorporates elements of bayesian inference, machine learning, differentiable programming, software composability, and high-performance computing.
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