Shaheerah Shahid

Quantitative Pathway-Resolved Kinetics from Neural Network-Guided Weighted Ensemble Simulations

Many crucial biomolecular processes, such as ligand dissociation and conformational switching, occur via multiple competing transition pathways. While standard rare-event sampling methodologies provide rigorous estimates of the global transition rate, they typically collapse the underlying mechanistic heterogeneity i...