Generative Modeling of Stochastic Dynamics for Long-Time Evolution

Yang-yang Tan, Jinyang Li, Lingxiao Wang

Exact stochastic equations for non-equilibrium dynamics are rarely accessible. We show that the long-time evolution of stochastic dynamics can be predicted from configuration pairs…