Variational Formulation and Capacity Estimates for Non-Self-Adjoint Fokker-Planck Operators in Divergence Form
Mingyi Hou

TL;DR
This paper develops a variational framework for non-self-adjoint Fokker-Planck operators, enabling capacity estimates and deriving the Eyring-Kramers formula for these operators, extending classical results to a broader class.
Contribution
It introduces a variational formulation for non-self-adjoint Fokker-Planck operators and applies it to derive capacity estimates and the Eyring-Kramers formula in this general setting.
Findings
Established a variational capacity framework for non-self-adjoint operators
Provided rough estimates for equilibrium potentials in elliptic cases
Derived the Eyring-Kramers formula for non-self-adjoint elliptic operators
Abstract
We introduce a variational formulation for a general class of possibly degenerate, non-self-adjoint Fokker-Planck operators in divergence form, motivated by the work of Albritton et al. (2024), and prove that it is suitable for defining the variational capacity. Using this framework, we establish rough estimates for the equilibrium potential in the elliptic case, providing a novel approach compared to previous methods. Finally, we derive the Eyring-Kramers formula for non-self-adjoint elliptic Fokker-Planck operators in divergence form, extending the results of Landim et al. (2019) and Lee & Seo (2022).
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
TopicsGas Dynamics and Kinetic Theory · Spectral Theory in Mathematical Physics · Differential Equations and Boundary Problems
