Learning Protein Dynamics with Metastable Switching Systems

Bharath Ramsundar, Vijay S. Pande

We introduce a machine learning approach for extracting fine-grained representations of protein evolution from molecular dynamics datasets. Metastable switching linear dynamical sy…