Davies' method for anomalous diffusions
Mathav Murugan, Laurent Saloff-Coste

TL;DR
This paper adapts Davies' perturbation method to derive sub-Gaussian heat kernel bounds for anomalous diffusions, overcoming previous limitations due to singular energy measures.
Contribution
It introduces a modified Davies' method using a cutoff Sobolev inequality to handle anomalous diffusions, providing new heat kernel bounds.
Findings
Established sub-Gaussian upper bounds for anomalous diffusion heat kernels
Modified Davies' method applicable to singular energy measures
Utilized cutoff Sobolev inequality for energy measure bounds
Abstract
Davies' method of perturbed semigroups is a classical technique to obtain off-diagonal upper bounds on the heat kernel. However Davies' method does not apply to anomalous diffusions due to the singularity of energy measures. In this note, we overcome the difficulty by modifying the Davies' perturbation method to obtain sub-Gaussian upper bounds on the heat kernel. Our computations closely follow the seminal work of Carlen, Kusuoka and Stroock \cite{CKS}. However, a cutoff Sobolev inequality due to Andres and Barlow \cite{AB} is used to bound the energy measure.
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.
