Exploring glassy dynamics with Markov state models from graph dynamical neural networks

Siavash Soltani, Chad W. Sinclair, Joerg Rottler

Amorphous materials exhibit structural heterogeneities that relax only on long timescales. Using machine learning techniques, we construct a Markov state model (MSM) for model glas…