{Euclidean, metric, and Wasserstein} gradient flows: an overview

F Santambrogio - Bulletin of Mathematical Sciences, 2017 - Springer
This is an expository paper on the theory of gradient flows, and in particular of those PDEs
which can be interpreted as gradient flows for the Wasserstein metric on the space of …

Optimal transport for applied mathematicians

F Santambrogio - Birkäuser, NY, 2015 - Springer
Why a new book on optimal transport? Were the two books by Fields Medalist Cédric Villani
not enough? And what about the Bible of Gradient Flows, the book by Luigi Ambrosio …

[图书][B] Sobolev spaces on metric measure spaces

J Heinonen, P Koskela, N Shanmugalingam, JT Tyson - 2015 - books.google.com
Analysis on metric spaces emerged in the 1990s as an independent research field providing
a unified treatment of first-order analysis in diverse and potentially nonsmooth settings …

[图书][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 …

[图书][B] A first course in Sobolev spaces

G Leoni - 2024 - books.google.com
This book is about differentiation of functions. It is divided into two parts, which can be used
as different textbooks, one for an advanced undergraduate course in functions of one …

Gromov–Wasserstein distances and the metric approach to object matching

F Mémoli - Foundations of computational mathematics, 2011 - Springer
This paper discusses certain modifications of the ideas concerning the Gromov–Hausdorff
distance which have the goal of modeling and tackling the practical problems of object …

[图书][B] Nonlinear potential theory on metric spaces

A Björn, J Björn - 2011 - books.google.com
The $ p $-Laplace equation is the main prototype for nonlinear elliptic problems and forms a
basis for various applications, such as injection moulding of plastics, nonlinear elasticity …

On the geometry of metric measure spaces

KT Sturm - 2006 - projecteuclid.org
We introduce and analyze lower (Ricci) curvature bounds Curv\left(M,d,m\right)⩾ K for metric
measure spaces \left(M,d,m\right). Our definition is based on convexity properties of the …

[图书][B] Variational analysis in Sobolev and BV spaces: applications to PDEs and optimization

H Attouch, G Buttazzo, G Michaille - 2014 - SIAM
This second edition takes advantage of several comments received by colleagues and
students. With respect to the first edition (published by SIAM in 2006) several new sections …

On the geometry of metric measure spaces. II

KT Sturm - 2006 - projecteuclid.org
We introduce a curvature-dimension condition CD (K, N) for metric measure spaces. It is
more restrictive than the curvature bound Curv\left(M,d,m\right)>K (introduced in Sturm KT …