Scaling limit for the random walk on the largest connected component of the critical random graph
David A. Croydon

TL;DR
This paper establishes a scaling limit for the simple random walk on the largest component of a critical Erdős-Rényi random graph, connecting it to a diffusion process on the continuum random tree.
Contribution
It introduces a new diffusion limit for the random walk on the critical random graph's largest component using resistance form techniques.
Findings
The limiting diffusion satisfies Brownian motion heat kernel asymptotics.
The approach uses resistance forms to construct the diffusion.
Connects discrete random walks to continuum random tree diffusions.
Abstract
A scaling limit for the simple random walk on the largest connected component of the Erdos-Renyi random graph in the critical window is deduced. The limiting diffusion is constructed using resistance form techniques, and is shown to satisfy the same quenched short-time heat kernel asymptotics as the Brownian motion on the continuum random tree.
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
TopicsStochastic processes and statistical mechanics · Markov Chains and Monte Carlo Methods · Theoretical and Computational Physics
