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Accelerating explicit solvent models of heterogeneous catalysts with machine learning interatomic potentials

Realistically modelling how solvents affect catalytic reactions is a longstanding challenge due to its prohibitive computational cost. Typically, an explicit atomistic treatment of the solvent molecules is needed together with molecular dynamics (MD) simulations and enhanced sampling methods. Here,...

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Detalles Bibliográficos
Autores principales: Chen, Benjamin W. J., Zhang, Xinglong, Zhang, Jia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411631/
https://www.ncbi.nlm.nih.gov/pubmed/37564405
http://dx.doi.org/10.1039/d3sc02482b