From the 1 of 12 linked papers with an AI index.
12 papers
Quantitative Propagation of Chaos and Fluctuations for Kinetic McKean--Vlasov SDEs with Singular Interaction Kernels
Zimo Hao, Xicheng Zhang, Xianliang Zhao
The paper establishes quantitative bounds on how particle systems approximate kinetic McKean–Vlasov stochastic differential equations with singular interaction kernels, and proves…
Kinetic Fokker-Planck Equations with Nonlinear Diffusion
Zimo Hao, Zhengyan Wu, Xicheng Zhang
We study existence, regularity, and uniqueness for the nonlinear kinetic Fokker--Planck equation on $\mathbb R^{…
Kinetic Theory with Fluctuations: Strong Well-Posedness of the Vlasov-Fokker-Planck-Dean-Kawasaki System
Zimo Hao, Zhengyan Wu, Johannes Zimmer
The strong well-posedness of the Vlasov-Fokker-Planck-Dean-Kawasaki (VFPDK) equation with correlated noise is established. This equation can be interpreted as the fluctuating mean-…
Euler--Maruyama scheme for -stable SDE with distributional drift
Zimo Hao, Mingyan Wu
In this paper, we consider a class of stochastic differential equations driven by symmetric non-degenerate -stable processes (including cylindrical ones) with . We…
Weak approximation of kinetic SDEs: closing the criticality gap
Zimo Hao, Khoa Lê, Chengcheng Ling
We study the weak convergence of a generic tamed Euler-Maruyama scheme for kinetic stochastic differential equations (SDEs) with integrable drifts. We show that the marginal densit…
Propagation of chaos for moderately interacting particle systems related to singular kinetic McKean-Vlasov SDEs
Zimo Hao, Jean-Francois Jabir, Stéphane Menozzi +2
This work addresses the propagation of chaos properties in a class of moderately interacting particle systems for the approximation of singular kinetic McKean-Vlasov SDEs driven by…