Past–future information bottleneck for sampling molecular reaction coordinate simultaneously with thermodynamics and kinetics

Efficient sampling of rare events in all-atom molecular dynamics simulations remains a challenge. Here, the authors adapt the Predictive Information Bottleneck framework to sample biomolecular structure and dynamics through iterative rounds of biased simulations and deep learning.

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Bibliographic Details
Main Authors: Yihang Wang, João Marcelo Lamim Ribeiro, Pratyush Tiwary
Format: article
Language:EN
Published: Nature Portfolio 2019
Subjects:
Q
Online Access:https://doaj.org/article/caa466098ced4ead883d94055910040d
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