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How machine learning can assist the interpretation of ab initio molecular dynamics simulations and conceptual understanding of chemistry

Molecular dynamics simulations are often key to the understanding of the mechanism, rate and yield of chemical reactions. One current challenge is the in-depth analysis of the large amount of data produced by the simulations, in order to produce valuable insight and general trends. In the present st...

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Detalles Bibliográficos
Autores principales: Häse, Florian, Fdez. Galván, Ignacio, Aspuru-Guzik, Alán, Lindh, Roland, Vacher, Morgane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Royal Society of Chemistry 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6385677/
https://www.ncbi.nlm.nih.gov/pubmed/30881655
http://dx.doi.org/10.1039/c8sc04516j