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Electronic Moment Tensor Potentials include both electronic and vibrational degrees of freedom

Abstract We present the electronic moment tensor potentials (eMTPs), a class of machine-learning interatomic models and a generalization of the classical MTPs, reproducing both the electronic and vibrational degrees of freedom, up to the accuracy of ab initio calculations. Following the original pol...

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主要な著者: Prashanth Srinivasan, David Demuriya, Blazej Grabowski, Alexander Shapeev
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2024-02-01
シリーズ:npj Computational Materials
オンライン・アクセス:https://doi.org/10.1038/s41524-024-01222-9
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