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VAMPnets for deep learning of molecular kinetics

There is an increasing demand for computing the relevant structures, equilibria, and long-timescale kinetics of biomolecular processes, such as protein-drug binding, from high-throughput molecular dynamics simulations. Current methods employ transformation of simulated coordinates into structural fe...

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Detalles Bibliográficos
Autores principales: Mardt, Andreas, Pasquali, Luca, Wu, Hao, Noé, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750224/
https://www.ncbi.nlm.nih.gov/pubmed/29295994
http://dx.doi.org/10.1038/s41467-017-02388-1