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Inferring effective forces for Langevin dynamics using Gaussian processes

Effective forces derived from experimental or in silico molecular dynamics time traces are critical in developing reduced and computationally efficient descriptions of otherwise complex dynamical problems. This helps motivate why it is important to develop methods to efficiently learn effective forc...

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Detalhes bibliográficos
Publicado no:J Chem Phys
Main Authors: Bryan, J. Shepard, Sgouralis, Ioannis, Pressé, Steve
Formato: Artigo
Idioma:Inglês
Publicado em: AIP Publishing LLC 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7096241/
https://ncbi.nlm.nih.gov/pubmed/32241120
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1063/1.5144523
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