Work

Quantitative convergence guarantees for the mean-field dispersion process

Year: 2025

Type: article

Abstract: We study the discrete Fokker–Planck equation associated with the mean-field dynamics of a particle system called the dispersion process. For different regimes of the average number of particles per site (denoted by $ \mu > 0 $), we establish various quantitative long-time convergence guarantees toward the global equilibrium (depending on the sign of $ \mu - 1 $), which is also confirmed by numerical simulations. The main novelty/contribution of this manuscript lies in the careful and tricky analysis of a nonlinear Volterra-type integral equation satisfied by a key auxiliary function.

Source: Discrete and Continuous Dynamical Systems

DOI: 10.3934/dcds.2025126

Authors: Fei Cao, Jincheng Yang

Institution: Johns Hopkins University

Language: English

Topic: Stochastic processes and statistical mechanics

Subfield: Mathematical Physics

Field: Mathematics

Domain: Physical Sciences

Open Access status: diamond

Funder: National Science Foundation

Award: Research in Mathematics