Rate-independent dynamics and Kramers-type phase transitions in nonlocal Fokker-Planck equations with dynamical control
Michael Herrmann, Barbara Niethammer, Juan J.L. Vel\'azquez

TL;DR
This paper analyzes the behavior of nonlocal Fokker-Planck equations with two small parameters, revealing that in the fast reaction regime, their dynamics can be described by a rate-independent model exhibiting hysteresis and phase transitions.
Contribution
It establishes a rigorous connection between nonlocal Fokker-Planck equations and rate-independent hysteresis models in the context of Kramers-type phase transitions.
Findings
Derives mass-dissipation estimates using Muckenhoupt constants
Characterizes mass flux between phases via moment estimates
Proves dynamical stability and compactness of macroscopic quantities
Abstract
The hysteretic behavior of many-particle systems with non-convex free energy can be modeled by nonlocal Fokker-Planck equations that involve two small parameters and are driven by a time- dependent constraint. In this paper we consider the fast reaction regime related to Kramers-type phase transitions and show that the dynamics in the small-parameter limit can be described by a rate-independent evolution equation with hysteresis. For the proof we first derive mass-dissipation estimates by means of Muckenhoupt constants, formulate conditional stability estimates, and char- acterize the mass flux between the different phases in terms of moment estimates that encode large deviation results. Afterwards we combine all these partial results and establish the dynamical sta- bility of localized peaks as well as sufficiently strong compactness results for the basic macroscopic quantities.
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.
