Physics-informed machine learning for reconstruction of dynamical systems with invariant measure score matching

Yongsheng Chen, Suddhasattwa Das, Wei Guo +1

In this paper, we develop a novel mesh-free framework, termed physics-informed neural networks with invariant measure score matching (PINN-IMSM), for reconstructing dynamical syste…