2 papers
math.NA2024
A structure-preserving collisional particle method for the Landau kinetic equation
Kai Du, Lei Li, Yongle Xie +1
In this paper, we propose and implement a structure-preserving stochastic particle method for the Landau equation. The method is based on a particle system for the Landau equation,…
cs.LG2024
DeepSPoC: A Deep Learning Based Sequential Propagation of Chaos
Kai Du, Yongle Xie, Tao Zhou +1
Classical particle methods based on propagation of chaos (PoC) have been developed for solving mean-field stochastic differential equations and their associated nonlinear Fokker--P…