Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs

Zebang Shen, Zhenfu Wang

We extend the concept of self-consistency for the Fokker-Planck equation (FPE) to the more general McKean-Vlasov equation (MVE). While FPE describes the macroscopic behavior of par…