Malliavin calculus for fractional heat equation
Aur\'elien Deya (IECN), Samy Tindel (IECN, INRIA Lorraine / IECN)

TL;DR
This paper investigates the existence and smoothness of the probability law of solutions to a stochastic heat equation driven by fractional Brownian motion with Hurst parameter greater than 1/2, using advanced stochastic analysis and Young integration techniques.
Contribution
It introduces new results on the law's smoothness for fractional heat equations using modern Young integration and stochastic analysis methods.
Findings
Established existence of solutions for the fractional heat equation.
Proved smoothness properties of the solution's law.
Applied Young integration techniques to stochastic convolution integrals.
Abstract
In this article, we give some existence and smoothness results for the law of the solution to a stochastic heat equation driven by a finite dimensional fractional Brownian motion with Hurst parameter . Our results rely on recent tools of Young integration for convolutional integrals combined with stochastic analysis methods for the study of laws of random variables defined on a Wiener space.
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 · advanced mathematical theories · Financial Risk and Volatility Modeling
