Large deviations and Gallavotti-Cohen principle for dissipative PDE's with rough noise
Vojkan Jaksic, Vahagn Nersesyan, Claude-Alain Pillet, Armen Shirikyan

TL;DR
This paper investigates large deviations and Gallavotti-Cohen symmetry in dissipative PDEs with rough noise, establishing fundamental probabilistic properties and entropy production characteristics in the stationary regime.
Contribution
It introduces a framework for analyzing large deviations and fluctuation symmetries in dissipative PDEs driven by non-degenerate rough noise, extending existing theories.
Findings
Proves large deviation principle for the solution process
Establishes Gallavotti-Cohen symmetry for entropy production
Shows positivity and finiteness of mean entropy production
Abstract
We study a class of dissipative PDE's perturbed by an unbounded kick force. Under some natural assumptions, the restrictions of solutions to integer times form a homogeneous Markov process. Assuming that the noise is rough with respect to the space variables and has a non-degenerate law, we prove that the system in question satisfies a large deviation principle in tau-topology. Under some additional hypotheses, we establish a Gallavotti-Cohen type symmetry for the rate function of an entropy production functional and the strict positivity and finiteness of the mean entropy production in the stationary regime. The latter result is applicable to PDE's with strong nonlinear dissipation.
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 · Mathematical Biology Tumor Growth · Stability and Controllability of Differential Equations
