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Towards exact molecular dynamics simulations with machine-learned force fields

Molecular dynamics (MD) simulations employing classical force fields constitute the cornerstone of contemporary atomistic modeling in chemistry, biology, and materials science. However, the predictive power of these simulations is only as good as the underlying interatomic potential. Classical poten...

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Détails bibliographiques
Publié dans:Nat Commun
Auteurs principaux: Chmiela, Stefan, Sauceda, Huziel E., Müller, Klaus-Robert, Tkatchenko, Alexandre
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6155327/
https://ncbi.nlm.nih.gov/pubmed/30250077
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-018-06169-2
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