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 …
[BOK][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 …
and sometimes unexpected—applications. In a novel approach to the subject, the book both …
[BOK][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 …
Concentration inequalities
Concentration inequalities deal with deviations of functions of independent random
variables from their expectation. In the last decade new tools have been introduced making …
variables from their expectation. In the last decade new tools have been introduced making …
[BOK][B] An introduction to random matrices
GW Anderson, A Guionnet, O Zeitouni - 2010 - books.google.com
The theory of random matrices plays an important role in many areas of pure mathematics
and employs a variety of sophisticated mathematical tools (analytical, probabilistic and …
and employs a variety of sophisticated mathematical tools (analytical, probabilistic and …
[BOK][B] The concentration of measure phenomenon
M Ledoux - 2001 - books.google.com
The observation of the concentration of measure phenomenon is inspired by isoperimetric
inequalities. This book offers the basic techniques and examples of the concentration of …
inequalities. This book offers the basic techniques and examples of the concentration of …
Ricci curvature for metric-measure spaces via optimal transport
J Lott, C Villani - Annals of Mathematics, 2009 - JSTOR
We define a notion of a measured length space X having nonnegative N-Ricci curvature, for
N∈[1,∞), or having∞-Ricci curvature bounded below by K, for K∈ ℝ. The definitions are in …
N∈[1,∞), or having∞-Ricci curvature bounded below by K, for K∈ ℝ. The definitions are in …
Metric measure spaces with Riemannian Ricci curvature bounded from below
In this paper, we introduce a synthetic notion of Riemannian Ricci bounds from below for
metric measure spaces (X, d, m) which is stable under measured Gromov–Hausdorff …
metric measure spaces (X, d, m) which is stable under measured Gromov–Hausdorff …
[BOK][B] Stochastic modelling and applied probability
A Board - 2005 - Springer
During the seven years that elapsed between the first and second editions of the present
book, considerable progress was achieved in the area of financial modelling and pricing of …
book, considerable progress was achieved in the area of financial modelling and pricing of …
[BOK][B] Concentration inequalities and model selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII-2003
P Massart - 2007 - Springer
One of the most studied problem in nonparametric statistics is density estimation. Suppose
that one observes n independent random variables X1,..., Xn valued in some measurable …
that one observes n independent random variables X1,..., Xn valued in some measurable …