Heat kernels on regular graphs and generalized Ihara zeta function formulas
Gautam Chinta, Jay Jorgenson, Anders Karlsson

TL;DR
This paper derives explicit formulas for heat kernels on regular graphs using Bessel functions and spectral theory, leading to generalized Ihara zeta function determinant formulas, connecting graph theory, spectral analysis, and geometric methods.
Contribution
It introduces a new explicit heat kernel formula on regular trees, links it to spectral measures, and derives generalized Ihara zeta function determinant formulas for regular graphs.
Findings
Explicit heat kernel formula using Bessel functions
Spectral and geometric approaches are connected
Generalized determinant formulas for Ihara zeta functions
Abstract
We establish a new formula for the heat kernel on regular trees in terms of classical I-Bessel functions. Although the formula is explicit, and a proof is given through direct computation, we also provide a conceptual viewpoint using the horocyclic transform on regular trees. From periodization, we then obtain a heat kernel expression on any regular graph. From spectral theory, one has another expression for the heat kernel as an integral transform of the spectral measure. By equating these two formulas and taking a certain integral transform, we obtain several generalized versions of the determinant formula for the Ihara zeta function associated to finite or infinite regular graphs. Our approach to the Ihara zeta function and determinant formula through heat kernel analysis follows a similar methodology which exists for quotients of rank one symmetric spaces.
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
TopicsGraph theory and applications · Spectroscopy and Quantum Chemical Studies · Quantum Mechanics and Non-Hermitian Physics
