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Universal machine learning for the response of atomistic systems to external fields

Machine learned interatomic interaction potentials have enabled efficient and accurate molecular simulations of closed systems. However, external fields, which can greatly change the chemical structure and/or reactivity, have been seldom included in current machine learning models. This work propose...

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Detalles Bibliográficos
Autores principales: Zhang, Yaolong, Jiang, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570356/
https://www.ncbi.nlm.nih.gov/pubmed/37827998
http://dx.doi.org/10.1038/s41467-023-42148-y

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