Energetic Variational Deep Learning for Solving High-Dimensional Stationary Fokker-Planck Equations

Fanze Kong, Zhouyuan Qin, Shuangquan Xie

This paper develops a deep learning framework for solving high-dimensional stationary Fokker-Planck equations by combining Monte Carlo weak supervision, energy-variational physics…