Deep Generative Markov State Models

Hao Wu, Andreas Mardt, Luca Pasquali +1

We propose a deep generative Markov State Model (DeepGenMSM) learning framework for inference of metastable dynamical systems and prediction of trajectories. After unsupervised tra…