Dynkin isomorphism and mermin-wagner theorems for hyperbolic sigma models and recurrence of the two-dimensional vertex-reinforced jump process

Roland Bauerschmidt, Tyler Helmuth, Andrew Swan

Research output: Contribution to journalArticlepeer-review

Abstract

We prove the vertex-reinforced jump process (VRJP) is recurrent in two dimensions for any translation invariant finite-range initial rates. Our proof has two main ingredients. The first is a direct connection between the VRJP and sigma models whose target space is a hyperbolic space Hn or its supersymmetric counterpart H2|2. These results are analogues of well-known relations between the Gaussian free field and the local times of simple random walk. The second ingredient is a Mermin-Wagner theorem for these sigma models. This result is of intrinsic interest for the sigma models and also implies our main theorem on the VRJP. Surprisingly, our Mermin-Wagner theorem applies even though the symmetry groups of Hn and H2|2 are nonamenable.

Original languageEnglish (US)
Pages (from-to)3375-3396
Number of pages22
JournalAnnals of Probability
Volume47
Issue number5
DOIs
StatePublished - Sep 1 2019

Keywords

  • Dynkin isomorphism
  • Hyperbolic sigma models
  • Mermin-wagner theorem
  • Supersymmetry
  • Vertex-reinforced jump process

ASJC Scopus subject areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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