Brownian motion of molecules: the classical theory
Roumen Tsekov

TL;DR
This paper reviews classical Brownian motion theory, introduces a new derivation method for Fokker-Planck equations from stochastic differential equations, and confirms white noise's Gaussian nature via the central limit theorem.
Contribution
It presents a novel approach to derive Fokker-Planck equations and provides a rigorous proof of white noise's Gaussian property.
Findings
New derivation method for Fokker-Planck equations
White noise proven Gaussian via central limit theorem
Clarification of classical Brownian motion theory
Abstract
A short review of the classical theory of Brownian motion is presented. A new method is proposed for derivation of the Fokker-Planck equations, describing the probability density evolution, from stochastic differential equations. It is also proven via the central limit theorem that the white noise is only Gaussian.
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.
