Pre-freezing transition in Boltzmann-Gibbs measures associated with log-correlated fields
Mo Dick Wong

TL;DR
This paper investigates phase transitions in Boltzmann-Gibbs measures linked to log-correlated Gaussian fields, extending the understanding of pre-freezing and freezing phenomena across dimensions using Gaussian multiplicative chaos theory.
Contribution
It generalizes the pre-freezing and freezing phenomena of annealed exponents to arbitrary dimensions, supported by rigorous Gaussian multiplicative chaos results.
Findings
Verification of pre-freezing and freezing phenomena in multiple dimensions
Extension of Fyodorov's predictions using rigorous mathematical frameworks
Identification of phase transition behaviors in multifractal properties
Abstract
We consider Boltzmann-Gibbs measures associated with log-correlated Gaussian fields as potentials and study their multifractal properties which exhibit phase transitions. In particular, the pre-freezing and freezing phenomena of the annealed exponent, predicted by Fyodorov using a modified replica-symmetry-breaking ansatz, are generalised to arbitrary dimension and verified using results from Gaussian multiplicative chaos theory.
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
TopicsTheoretical and Computational Physics · Statistical Mechanics and Entropy · Complex Systems and Time Series Analysis
