Propagation of chaos: a review of models, methods and applications. II. Applications

LP Chaintron, A Diez - arxiv preprint arxiv:2106.14812, 2021 - arxiv.org
The notion of propagation of chaos for large systems of interacting particles originates in
statistical physics and has recently become a central notion in many areas of applied …

[PDF][PDF] A review of mathematical topics in collisional kinetic theory

C Villani - Handbook of mathematical fluid dynamics, 2002 - cedricvillani.org
The goal of this review paper is to provide the reader with a concise introduction to the
mathematical theory of collision processes in (dilute) gases and plasmas, viewed as a …

[KÖNYV][B] Interacting multiagent systems: kinetic equations and Monte Carlo methods

L Pareschi, G Toscani - 2013 - books.google.com
The description of emerging collective phenomena and self-organization in systems
composed of large numbers of individuals has gained increasing interest from various …

[KÖNYV][B] Topics in optimal transportation

C Villani - 2021 - books.google.com
This is the first comprehensive introduction to the theory of mass transportation with its many—
and sometimes unexpected—applications. In a novel approach to the subject, the book both …

[KÖNYV][B] Optimal transport: old and new

C Villani - 2008 - Springer
At the close of the 1980s, the independent contributions of Yann Brenier, Mike Cullen and
John Mather launched a revolution in the venerable field of optimal transport founded by G …

Kinetic equilibration rates for granular media and related equations: entropy dissipation and mass transportation estimates

JA Carrillo, RJ McCann, C Villani - Revista Matematica Iberoamericana, 2003 - ems.press
The long-time asymptotics of certain nonlinear, nonlocal, diffusive equations with a gradient
flow structure are analyzed. In particular, a result of Benedetto, Caglioti, Carrillo and …

Mean field limit for stochastic particle systems

PE Jabin, Z Wang - Active Particles, Volume 1: Advances in Theory …, 2017 - Springer
We review some classical and more recent results for the derivation of mean field equations
from systems of many particles, focusing on the stochastic case where a large system of …

Contractions in the 2-Wasserstein length space and thermalization of granular media

JA Carrillo, RJ McCann, C Villani - Archive for Rational Mechanics and …, 2006 - Springer
An algebraic decay rate is derived which bounds the time required for velocities to
equilibrate in a spatially homogeneous flow-through model representing the continuum limit …

Long-time behaviour and phase transitions for the McKean–Vlasov equation on the torus

JA Carrillo, RS Gvalani, GA Pavliotis… - Archive for Rational …, 2020 - Springer
Abstract We study the McKean–Vlasov equation ∂ _t ϱ= β^-1 Δ ϱ+ κ\, ∇ ⋅\,(ϱ ∇ (W ⋆
ϱ)),∂ t ϱ= β-1 Δ ϱ+ κ∇·(ϱ∇(W⋆ ϱ)), with periodic boundary conditions on the torus. We …

A finite-volume method for nonlinear nonlocal equations with a gradient flow structure

JA Carrillo, A Chertock, Y Huang - … in Computational Physics, 2015 - cambridge.org
We propose a positivity preserving entropy decreasing finite volume scheme for nonlinear
nonlocal equations with a gradient flow structure. These properties allow for accurate …