Transience/Recurrence and Growth Rates for Diffusion Processes in Time-Dependent Domains
Ross G. Pinsky

TL;DR
This paper establishes criteria for the transience and recurrence of diffusion processes in time-dependent domains, analyzing how growth rates of domain size and drift influence long-term behavior.
Contribution
It provides new precise conditions for transience and recurrence of diffusion processes in evolving domains, extending understanding to multi-dimensional cases.
Findings
Conditions for transience depend on growth rates of domain and drift.
Criteria for recurrence and positive recurrence are established.
Asymptotic growth rates of the process are characterized in transient cases.
Abstract
Let , , be a smooth, bounded domain satisfying , and let , be a smooth, continuous, nondecreasing function satisfying . Define . Consider a diffusion process corresponding to the generator in the time-dependent domain with normal reflection at the time-dependent boundary. Consider also the one-dimensional diffusion process corresponding to the generator on the time-dependent domain with reflection at the boundary. We give precise conditions for transience/recurrence of the one-dimensional process in terms of the growth rates of and . In the recurrent case, we also investigate positive recurrence, and in the transient case, we also consider the asymptotic growth rate of the process. Using…
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
TopicsAdvanced Mathematical Modeling in Engineering · Stochastic processes and statistical mechanics · Mathematical Dynamics and Fractals
