A brief, opinionated introduction to the Fokker-Planck equation#

Notes for the INM-6 book club of 12 August 2022, given by Alexandre René and Alexander van Meegen.

The presentation is split into three parts:

  • Derivation of the Fokker-Planck equation (FPE) from the Kramers-Moyal expansion

  • Tight relationship between stochastic differential equations and the FPE.

  • Picturing probability flow as advection-diffusion in a fluid.

The first parts are based on the classic text by Risken [1996].

Risken Fokker-Planck eq - title page