Homogenization of Time-Discrete Gradient Flows
Analysis of PDEs
2026-07-28 v1 Mathematical Physics
Numerical Analysis
Abstract
In this work, we study the homogenization limit for Fokker--Planck equations on the flat torus with rapidly oscillating diffusion coefficients at the time-discrete level. We discretize the equation in time using a minimizing movement scheme and compare two choices of metric: a transport-type metric and a weighted L2 metric. We prove that this choice is crucial: the two schemes lead to different homogenization limits as the scaling parameter tends to zero, and consequently to different evolution equations as the time step is sent to zero. In particular, only the scheme based on the weighted L2 metric recovers the correct effective dynamics.
Cite
@article{arxiv.2607.25206,
title = {Homogenization of Time-Discrete Gradient Flows},
author = {Yunhong Deng and Yuan Gao and Li Wang},
journal= {arXiv preprint arXiv:2607.25206},
year = {2026}
}