Similarity solutions of Fokker-Planck equation with time-dependent coefficients and fixed/moving boundaries
C.-L. Ho

TL;DR
This paper develops a method to find exact solutions to the Fokker-Planck equation with time-dependent coefficients and boundaries by reducing it to an integrable ordinary differential equation using similarity variables.
Contribution
It introduces a similarity method to solve the Fokker-Planck equation with time-dependent parameters, providing new exactly solvable examples.
Findings
Derived closed-form solutions for specific Fokker-Planck equations
Demonstrated the method's applicability to fixed and moving boundaries
Presented new classes of exactly solvable models
Abstract
We consider the solvability of the Fokker-Planck equation with both time-dependent drift and diffusion coefficients by means of the similarity method. By the introduction of the similarity variable, the Fokker-Planck equation is reduced to an ordinary differential equation. Adopting the natural requirement that the probability current density vanishes at the boundary, the resulting ordinary differential equation turns out to be integrable, and the probability density function can be given in closed form. New examples of exactly solvable Fokker-Planck equations are presented.
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
TopicsStatistical Mechanics and Entropy · stochastic dynamics and bifurcation · Complex Systems and Time Series Analysis
