Phase transition and critical behavior in hierarchical integer-valued Gaussian and Coulomb gas models
Marek Biskup, Haiyu Huang

TL;DR
This paper analyzes hierarchical integer-valued Gaussian and Coulomb gas models, deriving asymptotic formulas for correlations and fractional charges across different temperature regimes, revealing phase transitions and critical behavior.
Contribution
It provides the first sharp asymptotic analysis of covariance and fractional charge behavior in hierarchical models near criticality using renormalization group techniques.
Findings
Logarithmic correlations are present throughout all regimes.
Distinct $eta$-dependence of covariance and fractional-charge exponents.
Explicit logarithmic corrections are identified at the critical point.
Abstract
Given a square box of side length with , we study hierarchical random fields with law proportional to , where is the inverse temperature, is a hierarchical Laplacian on , and is a non-degenerate -periodic measure on . Our setting includes the integer-valued Gaussian field (a.k.a. DG model or Villain Coulomb gas) and the sine-Gordon model. Relying on renormalization group analysis we derive sharp asymptotic formulas, in the limit as , for the covariance and the fractional charge in the subcritical , critical and slightly…
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
TopicsMethane Hydrates and Related Phenomena
