A Machine Learning Framework for Computing the Most Probable Paths of Stochastic Dynamical Systems

Yang Li, Jinqiao Duan, Xianbin Liu

The emergence of transition phenomena between metastable states induced by noise plays a fundamental role in a broad range of nonlinear systems. The computation of the most probabl…