Noncommutative geometry and stochastic processes
Marco Frasca

TL;DR
This paper explores how noncommutative geometry supports a stochastic process framework for quantum mechanics, using fractional Wiener processes and Clifford algebra to connect to the Schrödinger and Dirac equations.
Contribution
It introduces a class of fractional Wiener processes on noncommutative geometry that reproduce quantum equations like Schrödinger and Dirac as Fokker-Planck equations.
Findings
Fractional Wiener processes produce complex-valued stochastic processes.
The Fokker-Planck equation of these processes resembles the Schrödinger equation.
Dirac equation in Klein-Gordon form is recovered as a Fokker-Planck equation.
Abstract
The recent analysis on noncommutative geometry, showing quantization of the volume for the Riemannian manifold entering the geometry, can support a view of quantum mechanics as arising by a stochastic process on it. A class of stochastic processes can be devised, arising as fractional powers of an ordinary Wiener process, that reproduce in a proper way a stochastic process on a noncommutative geometry. These processes are characterized by producing complex values and so, the corresponding Fokker-Planck equation resembles the Schroedinger equation. Indeed, by a direct numerical check, one can recover the kernel of the Schroedinger equation starting by an ordinary Brownian motion. This class of stochastic processes needs a Clifford algebra to exist. In four dimensions, the full set of Dirac matrices is needed and the corresponding stochastic process in a noncommutative geometry is easily…
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.
