Non-equilibrium steady state for a three-mode energy cascade model
Zaher Hani, Yao Li, Andrea Nahmod, and Gigliola Staffilani

TL;DR
This paper constructs non-equilibrium steady states for a simplified three-mode energy cascade model inspired by wave turbulence, providing a new approach to understanding energy transfer in nonlinear wave systems.
Contribution
It introduces a novel method using elliptic Feynman-Kac equations to construct invariant measures for a reduced NLS model, advancing the study of energy cascades.
Findings
Successfully constructed NESS for the three-mode model
Developed a new Lyapunov function via Feynman-Kac approach
Provides insights into energy transfer mechanisms in wave turbulence
Abstract
Motivated by the central phenomenon of energy cascades in wave turbulence theory, we construct non-equilibrium statistical steady states (NESS), or invariant measures, for a simplified model derived from the nonlinear Schr\"odinger (NLS) equation with external forcing and dissipation. This new perspective to studying energy cascades, distinct from traditional analyses based on kinetic equations and their cascade spectra, focuses on the underlying statistical steady state that is expected to hold when the cascade spectra of wave turbulence manifest. In the full generality of the (infinite dimensional) nonlinear Schr\"odinger equation, constructing such invariant measures is more involved than the rigorous justification of the Kolmogorov-Zakharov (KZ) spectra, which itself remains an outstanding open question despite the recent progress on mathematical wave turbulence. Since such…
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
TopicsNonlinear Waves and Solitons · Ocean Waves and Remote Sensing · Quantum Mechanics and Non-Hermitian Physics
