Lyapunov Exponents, Transport and the Extensivity of Dimensional Loss
Kenichiro Aoki, Dimitri Kusnezov

TL;DR
This paper establishes a relation connecting Lyapunov exponents, entropy production, and transport in systems under thermal gradients, revealing how microscopic chaos relates to macroscopic behavior and demonstrating the extensivity of dimensional loss.
Contribution
It introduces an explicit relation linking microscopic Lyapunov exponents with macroscopic transport and entropy production, including finite size corrections and numerical verification.
Findings
The product of maximum Lyapunov exponents and dimensional loss is unique and macroscopic.
Dimensional loss is extensive in systems with bulk behavior.
Finite size corrections to the relations are computed and validated numerically.
Abstract
An explicit relation between the dimensional loss (), entropy production and transport is established under thermal gradients, relating the microscopic and macroscopic behaviors of the system. The extensivity of in systems with bulk behavior follows from the relation. The maximum Lyapunov exponents in thermal equilibrium and in non-equilibrium depend on the choice of heat-baths, while their product is unique and macroscopic. Finite size corrections are also computed and all results are verified numerically.
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
