Quantitative fluid approximation in fractional regimes of transport equations with more invariants
\'Emeric Bouin, Laura Kanzler, Cl\'ement Mouhot

TL;DR
This paper extends the analysis of macroscopic limits of linear kinetic equations to fractional regimes with heavy-tailed equilibria, revealing new spectral behaviors and scaling differences in the eigenvalues.
Contribution
It develops a unified spectral framework for operators with multiple invariants and heavy tails, generalizing previous results and addressing spectral gap challenges.
Findings
Spectral analysis uncovers faster convergence of transversal wave eigenvalues in fractional regimes.
The framework handles operators with mass, momentum, and energy invariants and heavy-tailed equilibria.
Distinct scaling behaviors are identified between fractional and classical regimes.
Abstract
We present an extension of results in a previous paper by the first and the last author [PMP, 2022] about macroscopic limits of linear kinetic equations in (potentially) fractional regimes. More precisely, we develop a unified framework inspired by Ellis and Pinsky [J. Math. Pures Appl., 1975] for operators that preserve mass, momentum and energy, and have microscopic equilibrium with heavy tails (typically polynomial). This paper also generalizes one of Hittmeir and Merino [KRM, 2016] in a related framework. The main difficulty, that leads to our main contribution, is the understanding of the spectrum of the generator in the Fourier space, which is significantly complicated by the lack of spectral gap and the fat tails of the equilibrium. Indeed, the scaling of the eigenelements in the suitable macroscopic rescaling is subtle to handle. In particular, our study uncovered an interesting…
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
TopicsFractional Differential Equations Solutions
