Kronecker Product Graphs and Counting Walks in Restricted Lattices
Hun Hee Lee, Nobuaki Obata

TL;DR
This paper derives formulas for counting walks in Kronecker product graphs and computes their spectral distributions, especially for 2D restricted lattices, using Mellin convolution and elliptic integrals.
Contribution
It introduces new formulas for walk counting and spectral analysis in Kronecker product graphs and applies these to specific lattice structures.
Findings
Formulas for walk counts in Kronecker product graphs
Spectral distributions expressed via elliptic integrals
Identification of 2D lattices with Kronecker structure
Abstract
Formulas are derived for counting walks in the Kronecker product of graphs, and the associated spectral distributions are obtained by the Mellin convolution of probability distributions. Two-dimensional restricted lattices admitting the Kronecker product structure are listed, and their spectral distributions are calculated in terms of elliptic integrals.
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
TopicsTopological and Geometric Data Analysis · Graph theory and applications
