Brownian Motion on Spaces with Varying Dimension
Zhen-Qing Chen, Shuwen Lou

TL;DR
This paper introduces and analyzes Brownian motion on complex spaces with changing dimensions, providing heat kernel estimates and regularity results despite the lack of volume doubling and Harnack inequality.
Contribution
It constructs Brownian motion on spaces with varying dimensions and derives sharp heat kernel estimates, extending classical results to non-standard geometric settings.
Findings
Established Gaussian-type heat kernel estimates
Proved Holder regularity for parabolic functions
Derived Green function estimates for bounded domains
Abstract
In this paper we introduce and study Brownian motion on state spaces with varying dimension. Starting with a concrete case of such state spaces that models a big square with a flag pole, we construct a Brownian motion on it and study how heat propagates on such a space. We derive sharp two-sided global estimates on its transition density functions (also called heat kernel). These two-sided estimates are of Gaussian type, but the measure on the underlying state space does not satisfy volume doubling property. Parabolic Harnack inequality fails for such a process. Nevertheless, we show Holder regularity holds for its parabolic functions. We also derive the Green function estimates for this process on bounded smooth domains. Brownian motion on some other state spaces with varying dimension are also constructed and studied in this paper.
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
TopicsGeometric Analysis and Curvature Flows · Stochastic processes and financial applications · Nonlinear Partial Differential Equations
