Formulae for the derivatives of heat semigroups
K. D. Elworthy, Xue-Mei Li

TL;DR
This paper derives differentiation formulas for heat semigroups using martingale methods, applicable on Euclidean spaces and manifolds, including for heat equations on differential forms and second order derivatives.
Contribution
It introduces a martingale-based approach to obtain derivative formulas for heat semigroups on manifolds and differential forms, extending previous methods.
Findings
Derived a formula for the first derivative of heat semigroups on R^n and manifolds.
Extended the differentiation formulas to heat equations on differential forms.
Established second order differentiation formulas for heat semigroups.
Abstract
We use a basic martingale method to show a differentiation formula for the derivatives These are proved first on , then on manifolds. Afterwards for solutions of heat equations on differential forms, and a second order formula.
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 · Stability and Controllability of Differential Equations · advanced mathematical theories
