Variational principle for fractional kinetics and the L\'evy Ansatz
Sumiyoshi Abe (Mie University, Japan)

TL;DR
This paper develops a variational principle for fractional kinetics using an auxiliary-field formalism, providing solutions that encompass subdiffusion to superdiffusion phenomena via the Lévý Ansatz.
Contribution
It introduces a novel variational approach for fractional kinetic equations, applying it to spatio-temporal fractional Fokker-Planck equations with the Lévý Ansatz.
Findings
Unified description of subdiffusion and superdiffusion
Variational solutions for fractional Fokker-Planck equations
Analysis of probability distribution motion under periodic drift
Abstract
A variational principle is developed for fractional kinetics based on the auxiliary-field formalism. It is applied to the Fokker-Planck equation with spatio-temporal fractionality, and a variational solution is obtained with the help of the L\'evy Ansatz. It is shown how the whole range from subdiffusion to superdiffusion is realized by the variational solution, as a competing effect between the long waiting time and the long jump. The motion of the center of the probability distribution is also analyzed in the case of a periodic drift.
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.
