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Optimal Transportation, Geometry and Dynamics

Fields Institute via YouTube

Overview

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Explore the mathematical theory of optimal transportation and its connections to geometry and dynamical systems through this comprehensive graduate-level course from the Fields Institute. Delve into the fundamental principles of optimal transport theory, which studies the most efficient ways to move mass from one distribution to another while minimizing cost. Examine the deep geometric structures underlying optimal transport problems, including Riemannian geometry, metric spaces, and curvature conditions. Investigate the relationship between optimal transportation and dynamical systems, exploring how transport maps evolve over time and their applications to fluid dynamics and partial differential equations. Study key concepts such as the Monge-Kantorovich problem, Wasserstein distances, displacement interpolation, and the connection to gradient flows in the space of probability measures. Learn about applications to various fields including economics, image processing, machine learning, and mathematical physics. Analyze the geometric properties of optimal transport maps, including regularity theory and the role of convexity. Discover how optimal transportation provides a powerful framework for understanding geometric inequalities, concentration of measure phenomena, and the geometry of probability distributions. Through 24 detailed lectures, gain expertise in this rapidly growing field that bridges pure mathematics with practical applications across multiple disciplines.

Syllabus

Lecture 01 | Optimal Transportation, Geometry and Dynamics
Lecture 02 | Optimal Transportation, Geometry and Dynamics
Lecture 03 | Optimal Transportation, Geometry and Dynamics
Lecture 04 | Optimal Transportation, Geometry and Dynamics
Lecture 05 | Optimal Transportation, Geometry and Dynamics
Lecture 06 | Optimal Transportation, Geometry and Dynamics
Lecture 07 | Optimal Transportation, Geometry and Dynamics
Lecture 08 | Optimal Transportation, Geometry and Dynamics
Lecture 09 | Optimal Transportation, Geometry and Dynamics
Lecture 10 | Optimal Transportation, Geometry and Dynamics
Lecture 11 | Optimal Transportation, Geometry and Dynamics
Lecture 12 | Optimal Transportation, Geometry and Dynamics
Lecture 13 | Optimal Transportation, Geometry and Dynamics
Lecture 14 | Optimal Transportation, Geometry and Dynamics
Lecture 15 | Optimal Transportation, Geometry and Dynamics
Lecture 16 | Optimal Transportation, Geometry and Dynamics
Lecture 17 | Optimal Transportation, Geometry and Dynamics
Lecture 18 | Optimal Transportation, Geometry and Dynamics
Lecture 19 | Optimal Transportation, Geometry and Dynamics
Lecture 20 | Optimal Transportation, Geometry and Dynamics
Lecture 21 | Optimal Transportation, Geometry and Dynamics
Lecture 22 | Optimal Transportation, Geometry and Dynamics
Lecture 23 | Optimal Transportation, Geometry and Dynamics
Lecture 24 | Optimal Transportation, Geometry and Dynamics

Taught by

Fields Institute

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