PhysicsMathematics

Manh Hong Duong, Hung Dang Nguyen, Wenxuan Tao

2026.1.8JOURNAL OF THEORETICAL PROBABILITY

DOI: 10.1007/s10959-025-01427-8

Abstract

In this paper, we study the following stochastic wave equation on the real line: ∂t2uα=∂x2uα+buα+σuαηα\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\partial _t^2 u_{\alpha }=\partial _x^2 u_{\alpha }+b\left( u_\alpha \right) +\sigma \left( u_\alpha \right) \eta _{\alpha }$$\end{document}. The noise ηα\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\eta _\alpha $$\end{document} is white in time and colored in space with a covariance structure E[ηα(t,x)ηα(s,y)]=δ(t-s)fα(x-y)\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathbb {E}[\eta _\alpha (t,x)\eta _\alpha (s,y)]=\delta (t-s)f_\alpha (x-y)$$\end{document} where fα\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$f_\alpha $$\end{document} is continuous with respect to α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha $$\end{document} in Fourier mode, see Assumption 1.2. We prove the continuity of the probability measure induced by the solution uα\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$u_\alpha $$\end{document}, in terms of α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha $$\end{document}, with respect to the convergence in law in the topology of continuous functions with uniform metric on compact sets. We also give several examples of fα\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$f_{\alpha }$$\end{document} to which our theorem applies.

Citation format

DUONG, Manh Hong; NGUYEN, Hung Dang; TAO, Wenxuan. Ergodicity and asymptotic limits for langevin interacting systems with singular forces and multiplicative noises [preprint]. arXiv, 2026. arXiv:2601.04974.