Data-driven method to learn the most probable transition pathway and stochastic differential equations

Jianyu Hu, Dongfang Li, Jinqiao Duan +1

Transition phenomena between metastable states play an important role in complex systems due to noisy fluctuations. In this paper, the physics informed neural networks (PINNs) are…