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

Abstract

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.