English

Polynomial Mixing of the critical Glauber Dynamics for the Ising Model

Probability 2024-11-18 v1

Abstract

In this note, we prove that on any graph of maximal degree dd the mixing time of the Glauber Dynamics for the Ising Model at βc=tanh1(1d1)\beta_c=\tanh^{-1}(\frac1{d-1}), the uniqueness threshold on the infinite dd-regular tree, is at most polynomial in nn. The proof follows by a simple combination of new log-Sobolev bounds of Bauerschmidt and Dagallier, together with the tree of self avoiding walks construction of Weitz. While preparing this note we became aware that Chen, Chen, Yin and Zhang recently posted another proof of this result. We believe the simplicity of our argument is of independent interest.

Keywords

Cite

@article{arxiv.2411.10318,
  title  = {Polynomial Mixing of the critical Glauber Dynamics for the Ising Model},
  author = {Kyprianos-Iason Prodromidis and Allan Sly},
  journal= {arXiv preprint arXiv:2411.10318},
  year   = {2024}
}