A review of mathematical topics in collisional kinetic theory
C Villani - Handbook of mathematical fluid dynamics, 2002 - books.google.com
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 …
mathematical theory of collision processes in (dilute) gases and plasmas, viewed as a …
[BUKU][B] Optimal transport: old and new
C Villani - 2009 - 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 …
John Mather launched a revolution in the venerable field of optimal transport founded by G …
On convex Sobolev inequalities and the rate of convergence to equilibrium for Fokker-Planck type equations
It is well known that the analysis of the large-time asymptotics of Fokker-Planck type
equations by the entropy method is closely related to proving the validity of convex Sobolev …
equations by the entropy method is closely related to proving the validity of convex Sobolev …
Best constants for Gagliardo–Nirenberg inequalities and applications to nonlinear diffusions
In this paper, we find optimal constants of a special class of Gagliardo–Nirenberg type
inequalities which turns out to interpolate between the classical Sobolev inequality and the …
inequalities which turns out to interpolate between the classical Sobolev inequality and the …
[BUKU][B] Mathematical theory of nonequilibrium steady states: on the frontier of probability and dynamical systems
DQ Jiang, D Jiang - 2004 - books.google.com
The title of this book already says something about its contents and historical origin, but
since it is meant in a rigorous mathematical context, a few words of explanation may be …
since it is meant in a rigorous mathematical context, a few words of explanation may be …
On the trend to global equilibrium in spatially inhomogeneous entropy‐dissipating systems: The linear Fokker‐Planck equation
L Desvillettes, C Villani - … on Pure and Applied Mathematics: A …, 2001 - Wiley Online Library
We study the long‐time behavior of kinetic equations in which transport and spatial
confinement (in an exterior potential or in a box) are associated with a (degenerate) collision …
confinement (in an exterior potential or in a box) are associated with a (degenerate) collision …
Fokker–Planck equations in the modeling of socio-economic phenomena
G Furioli, A Pulvirenti, E Terraneo… - Mathematical Models and …, 2017 - World Scientific
We present and discuss various one-dimensional linear Fokker–Planck-type equations that
have been recently considered in connection with the study of interacting multi-agent …
have been recently considered in connection with the study of interacting multi-agent …
On the convergence of langevin monte carlo: The interplay between tail growth and smoothness
We study sampling from a target distribution $\nu_*= e^{-f} $ using the unadjusted Langevin
Monte Carlo (LMC) algorithm. For any potential function $ f $ whose tails behave like …
Monte Carlo (LMC) algorithm. For any potential function $ f $ whose tails behave like …
Global stability of vortex solutions of the two-dimensional Navier-Stokes equation
Both experimental and numerical studies of fluid motion indicate that initially localized
regions of vorticity tend to evolve into isolated vortices and that these vortices then serve as …
regions of vorticity tend to evolve into isolated vortices and that these vortices then serve as …
Improved bounds for discretization of Langevin diffusions: Near-optimal rates without convexity
Discretizations of the Langevin diffusion have been proven very useful for develo** and
analyzing algorithms for sampling and stochastic optimization. We present an improved non …
analyzing algorithms for sampling and stochastic optimization. We present an improved non …