Stochastic Flows on Non-compact Manifolds
Xue-Mei Li

TL;DR
This thesis systematically studies stochastic differential equations on non-compact manifolds, solving the open problem of strong completeness and exploring their geometric and topological implications.
Contribution
It proves strong completeness under non-explosion assumptions on non-compact manifolds, extending results beyond compact spaces and linear cases, and analyzes the associated stochastic flows and differential operators.
Findings
Proved strong completeness of SDEs on non-compact manifolds.
Established existence of global smooth solution flows on ^n with unbounded derivatives.
Linked stochastic flow properties to topological and geometric features of manifolds.
Abstract
I was asked to make my, by now quite old PhD thesis, available on the arxiv, for parts of it was never submitted for publication. The thesis offers a systematic study of stochastic differential equations (SDEs) on non-compact spaces. In particular we solve the open problem on strong completeness. An SDE is strongly complete if its solution can be chosen to depend continuously in space and in time for all time. The question is whether non-explosion, with possibly additional assumptions, implies strong completeness. Strong completeness of an SDE implies that its solution depends continuously on the initial condition, opening up possibility for numerical solutions, and the existence of a perfect Cocycle (a basic assumption on random dynamical systems). This was known only for compact manifolds and for linear state spaces, methods for either are not applicable to a general space. We also…
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
TopicsMathematical Dynamics and Fractals · Topological and Geometric Data Analysis · Advanced Mathematical Modeling in Engineering
