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ANI-1, A data set of 20 million calculated off-equilibrium conformations for organic molecules

One of the grand challenges in modern theoretical chemistry is designing and implementing approximations that expedite ab initio methods without loss of accuracy. Machine learning (ML) methods are emerging as a powerful approach to constructing various forms of transferable atomistic potentials. The...

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Detalhes bibliográficos
Publicado no:Sci Data
Main Authors: Smith, Justin S., Isayev, Olexandr, Roitberg, Adrian E.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5735918/
https://ncbi.nlm.nih.gov/pubmed/29257127
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/sdata.2017.193
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