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Machine learning-accelerated quantum mechanics-based atomistic simulations for industrial applications

Atomistic simulations have become an invaluable tool for industrial applications ranging from the optimization of protein-ligand interactions for drug discovery to the design of new materials for energy applications. Here we review recent advances in the use of machine learning (ML) methods for acce...

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Detalhes bibliográficos
Publicado no:J Comput Aided Mol Des
Main Authors: Morawietz, Tobias, Artrith, Nongnuch
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8018928/
https://ncbi.nlm.nih.gov/pubmed/33034008
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10822-020-00346-6
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