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Molecular latent space simulators

Small integration time steps limit molecular dynamics (MD) simulations to millisecond time scales. Markov state models (MSMs) and equation-free approaches learn low-dimensional kinetic models from MD simulation data by performing configurational or dynamical coarse-graining of the state space. The l...

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Detalles Bibliográficos
Autores principales: Sidky, Hythem, Chen, Wei, Ferguson, Andrew L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8162036/
https://www.ncbi.nlm.nih.gov/pubmed/34094212
http://dx.doi.org/10.1039/d0sc03635h