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

1 code implementation • 6 Sep 2020 • Haijun Yu, Xinyuan Tian, Weinan E, Qianxiao Li

We further apply this method to study Rayleigh-Benard convection and learn Lorenz-like low dimensional autonomous reduced order models that capture both qualitative and quantitative properties of the underlying dynamics.