Stochastic derivative and heat type PDEs
Constantin Udriste, Virgil Damian, Ionel Tevy

TL;DR
This paper explores the relationship between multitime Brownian sheets and heat-type PDEs, revealing volumetric solution properties and extending integrability theory to multitime stochastic systems.
Contribution
It introduces new results on volumetric solutions, stochastic derivatives, and multitime processes, extending the theory of heat PDEs and stochastic differential systems.
Findings
Solutions of forward/backward heat PDEs are volumetric.
Forward mean value of Brownian process solves heat PDE.
Backward mean value of Brownian process solves heat PDE.
Abstract
In this paper we address again the problem of the connection between multitime Brownian sheet and heat type PDEs. The main results include: the volumetric character of the solutions of the forward (backward) diffusion-like PDEs; the forward mean value of a Brownian process as the solution of the forward heat PDE; the backward mean value of a Brownian process as the solution of the backward heat PDE; the multitime stochastic processes with volumetric dependence; the stochastic partial derivative of a stochastic process with respect to a multitime Wiener process; Hermite polynomials stochastic processes; union of Tzitzeica hypersurfaces (constant level sets of multitime stochastic processes with volumetric dependence). The original results permit to extend the complete integrability theory to multitime stochastic differential systems, using path independent curvilinear integrals and…
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
TopicsStochastic processes and financial applications · Nonlinear Differential Equations Analysis · Advanced Banach Space Theory
