Mean-Field Coupled Systems and Self-Consistent Transfer Operators: A Review
Matteo Tanzi

TL;DR
This review surveys the development of mean-field coupled maps, highlighting recent ergodic theory results on thermodynamic limits and self-consistent transfer operators, and discusses related continuous-time systems and applications.
Contribution
It provides a comprehensive overview of mean-field coupled maps, emphasizing recent theoretical advances and connecting to related fields and practical applications.
Findings
Recent ergodic theory results on thermodynamic limits
Analysis of self-consistent transfer operators
Connections to continuous-time mean-field systems
Abstract
In this review we survey the literature on mean-field coupled maps. We start with the early works from the physics literature, arriving to some recent results from ergodic theory studying the thermodynamic limit of globally coupled maps and the associated self-consistent transfer operators. We also give few pointers to related research fields dealing with mean-field coupled systems in continuous time, and applications.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Thermodynamics and Statistical Mechanics · Nonlinear Dynamics and Pattern Formation · Quantum chaos and dynamical systems
