A consistence-stability approach to hydrodynamic limit of interacting particle systems on lattices
Angeliki Menegaki, Cl\'ement Mouhot

TL;DR
This paper introduces a new, simple, and quantitative method based on a consistence-stability approach in Wasserstein distance for proving the hydrodynamic limit of certain interacting particle systems on lattices, specifically in one dimension.
Contribution
It presents a novel, simplified, and quantitative method that avoids block estimates for establishing hydrodynamic limits in lattice particle systems.
Findings
Method applies to zero-range and Ginzburg-Landau processes with Kawasaki dynamics.
Convergence rate is quantitative and uniform in time.
Proof relies on a consistence-stability approach in Wasserstein distance.
Abstract
This is a review based on the presentation done at the seminar Laurent Schwartz in December 2021. It is announcing results in the forthcoming [Menegaki-Mouhot-Marahrens'22]. This work presents a new simple quantitative method for proving the hydrodynamic limit of a class of interacting particle systems on lattices. We present here this method in a simplified setting, for the zero-range process and the Ginzburg-Landau process with Kawasaki dynamics, in the parabolic scaling and in dimension . The rate of convergence is quantitative and uniform in time. The proof relies on a consistence-stability approach in Wasserstein distance, and it avoids the use of the ``block estimates''.
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Taxonomy
TopicsStochastic processes and statistical mechanics · Random Matrices and Applications · Markov Chains and Monte Carlo Methods
