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Approaching coupled cluster accuracy with a general-purpose neural network potential through transfer learning

Computational modeling of chemical and biological systems at atomic resolution is a crucial tool in the chemist’s toolset. The use of computer simulations requires a balance between cost and accuracy: quantum-mechanical methods provide high accuracy but are computationally expensive and scale poorly...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Smith, Justin S., Nebgen, Benjamin T., Zubatyuk, Roman, Lubbers, Nicholas, Devereux, Christian, Barros, Kipton, Tretiak, Sergei, Isayev, Olexandr, Roitberg, Adrian E.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6602931/
https://ncbi.nlm.nih.gov/pubmed/31263102
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-019-10827-4
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