Heat kernel asymptotics for scaling limits of isoradial graphs
Simon Schwarz, Anja Sturm, Max Wardetzky

TL;DR
This paper investigates the asymptotic behavior of the discrete heat kernel on isoradial graphs as both time and edge lengths approach zero, revealing Gaussian and Poissonian regimes depending on their ratio.
Contribution
It introduces a detailed analysis of heat kernel asymptotics on isoradial graphs, identifying distinct regimes based on the scaling of time and edge lengths.
Findings
Gaussian regime resembles Euclidean space heat kernel behavior
Poissonian regime resembles graph heat kernel behavior
Different asymptotic regimes depend on the ratio of time to edge length
Abstract
We consider the asymptotics of the discrete heat kernel on isoradial graphs for the case where the time and the edge lengths tend to zero simultaneously. Depending on the asymptotic ratio between time and edge lengths, we show that two different regimes arise: (i) a Gaussian regime and (ii) a Poissonian regime, which resemble the short-time asymptotics of the heat kernel on (i) Euclidean spaces and (ii) graphs, respectively.
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 · Spectral Theory in Mathematical Physics · Stochastic processes and statistical mechanics
