Learning Stochastic Dynamics with Statistics-Informed Neural Network

Yuanran Zhu, Yu-Hang Tang, Changho Kim

We introduce a machine-learning framework named statistics-informed neural network (SINN) for learning stochastic dynamics from data. This new architecture was theoretically inspir…