Existence of weak solutions to stochastic heat equations driven by truncated $\alpha$-stable white noises with non-Lipschitz coefficients
Yongjin Wang, Chengxin Yan, Xiaowen Zhou

TL;DR
This paper establishes the existence of weak solutions for a class of stochastic heat equations driven by truncated lpha-stable white noises with non-Lipschitz coefficients, demonstrating different solution types depending on the stability index.
Contribution
It proves the existence of weak solutions in different spaces for stochastic heat equations with non-Lipschitz coefficients driven by truncated lpha-stable noises, extending previous results.
Findings
Weak solutions exist in measure-valued and functional forms.
Finite uniform p-th moments for solutions with 0<p<5/3.
Solutions exhibit stochastic continuity and flow properties.
Abstract
We consider a class of stochastic heat equations driven by truncated -stable white noises for with noise coefficients that are continuous but not necessarily Lipschitz and satisfy globally linear growth conditions. We prove the existence of weak solution, taking values in two different spaces, to such an equation using a weak convergence argument on solutions to the approximating stochastic heat equations. For the weak solution is a measure-valued c\`{a}dl\`{a}g process. However, for the weak solution is a c\`{a}dl\`{a}g process taking function values, and in this case we further show that for the uniform -th moment for -norm of the weak solution is finite, and that the weak solution is uniformly stochastic continuous in sense and satisfies a flow property.
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 Modeling in Engineering · Stochastic processes and statistical mechanics
