2023
Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs
NeurIPS 2023poster
The McKean-Vlasov equation (MVE) describes the collective behavior of particles subject to drift, diffusion, and mean-field interaction. In physical systems, the interaction term can be singular, i.e. it diverges when two particles collide. Notable examples of such interactions include the Coulomb i…