Neural Parametric Fokker-Planck Equation
组织者
演讲者
孙泽钜
时间
2022年11月29日 21:00 至 21:30
地点
Online
摘要
In this talk, I will discuss the numerical methods for Fokker-Planck equations by leveraging generative models from deep learning. The Fokker-Planck equation will be formulated as a system of ordinary differential equations on finite-dimensional parameter space with the parameters inherited from generative models. Such an algorithm is sampling-based, which can handle the Fokker-Planck equations in higher dimensional spaces.