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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Autores principales: | Yihang Wang, João Marcelo Lamim Ribeiro, Pratyush Tiwary |
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Formato: | article |
Lenguaje: | EN |
Publicado: |
Nature Portfolio
2019
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Materias: | |
Acceso en línea: | https://doaj.org/article/caa466098ced4ead883d94055910040d |
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