Adaptive deep density approximation for stochastic dynamical systems

Junjie He, Qifeng Liao, Xiaoliang Wan

In this paper we consider adaptive deep neural network approximation for stochastic dynamical systems. Based on the Liouville equation associated with the stochastic dynamical syst…