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20242026
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math.DS2026

Averaging Principle and Pullback Attractor Convergence for McKean--Vlasov Stochastic Reaction--Diffusion Equations

Honglei Chen, Mengyu Cheng, Zhenxin Liu

We establish three averaging principles for distribution-dependent stochastic reaction--diffusion equations with rapidly oscillating coefficients on the torus , $d\le3…

math.DS2026

Continuity of measure-theoretic entropy for stochastic differential equations

Zhenxin Liu, Lixin Zhang

For stochastic differential equations, we establish a relationship between the measure-theoretic entropy of the stochastic flow and the rate of volume growth of stable submanifolds…

math.DS2026

Continuity and Discontinuity of McKean-Vlasov Phase Transitions via Bifurcation Theory

Junlang Hu, Zhenxin Liu

It is well known that the McKean-Vlasov stochastic differential equation with a symmetric double-well potential exhibits a continuous phase transition. In contrast, for an asymmetr…

math.DS2025

Random Attractors for McKean-Vlasov SDEs

Mengyu Cheng, Xianjin Cheng, Zhenxin Liu

In this paper, we mainly focus on the existence of random attractors for McKean-Vlasov stochastic differential equations on a separable Hilbert space . A significant challenge a…

math.DS2025

Quenched invariance principle with a rate for random dynamical systems

Zhenxin Liu, Benoit Saussol, Sandro Vaienti +1

In this paper, we consider the quenched invariance principle for random Young towers driven by an ergodic system. In particular, we obtain the Wassertein convergence rate in the qu…

math.DS2025

Invariant measures for stochastic Burgers equation on unbounded domains

Zhenxin Liu, Zhiyuan Shi

In this paper, we investigate the stochastic damped Burgers equation with multiplicative noise defined on the entire real line. We demonstrate the existence and uniqueness of a mil…