Stochastic completeness and gradient representations for sub-Riemannian manifolds
Erlend Grong, Anton Thalmaier

TL;DR
This paper explores stochastic representations of the heat semigroup's gradient on sub-Riemannian manifolds, providing tools for analyzing diffusion processes and gradient bounds in these geometries.
Contribution
It introduces two stochastic formulas for the gradient of the heat semigroup on sub-Riemannian manifolds, linking geometry with stochastic analysis.
Findings
Proves infinite lifetime of certain diffusions.
Provides explicit pointwise gradient bounds on Carnot groups.
Establishes connections between sub-Riemannian geometry and stochastic processes.
Abstract
Given a second order partial differential operator satisfying the strong H\"ormander condition with corresponding heat semigroup , we give two different stochastic representations of for a bounded smooth function . We show that the first identity can be used to prove infinite lifetime of a diffusion of , while the second one is used to find an explicit pointwise bound for the horizontal gradient on a Carnot group. In both cases, the underlying idea is to consider the interplay between sub-Riemannian geometry and connections compatible with this geometry.
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