OnsagerNet: Learning Stable and Interpretable Dynamics using a Generalized Onsager Principle

Haijun Yu, Xinyuan Tian, Weinan E +1

We propose a systematic method for learning stable and physically interpretable dynamical models using sampled trajectory data from physical processes based on a generalized Onsage…