Ising Disks: Topology Preserving Glauber Dynamics
Probability
2026-03-27 v3
Abstract
We introduce a dynamic model where the state space is the set of contractible cubical sets in the Euclidian space. The permissible state transitions, that is addition and removal of a cube to/from the set, are closest to Eden model with topological constraints, and, we show, are locally decidable. We prove that in the planar special case the state space is connected. We then define a continuous time Markov chain with a fugacity (tendency to grow) parameter. Using the correspondence between our model on the plane and the self-avoiding polygons, we prove that the Markov chain is irreducible (due to state connectivity), and is also ergodic if the fugacity is smaller than a threshold.
Cite
@article{arxiv.2410.22611,
title = {Ising Disks: Topology Preserving Glauber Dynamics},
author = {Yuliy Baryshnikov and Efe Onaran},
journal= {arXiv preprint arXiv:2410.22611},
year = {2026}
}