TL;DR
This paper establishes an exact connection between Liouville field theory and log-correlated Random Energy Models, revealing universal behaviors and providing precise numerical validation of the theoretical predictions.
Contribution
It introduces a novel exact mapping between Liouville field theory and log-correlated Random Energy Models, combining conformal bootstrap and replica symmetry breaking techniques.
Findings
Exact distribution of the energy landscape minimum obtained.
Universal behaviors in log-correlated Random Energy class unveiled.
High precision numerical tests confirm theoretical predictions.
Abstract
An exact mapping is established between the Liouville field theory (LFT) and the Gibbs measure statistics of a thermal particle in a 2D Gaussian Free Field plus a logarithmic confining potential. The probability distribution of the position of the minimum of the energy landscape is obtained exactly by combining the conformal bootstrap and one-step replica symmetry breaking methods. Operator product expansions in LFT allow to unveil novel universal behaviours of the log-correlated Random Energy class. High precision numerical tests are given.
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.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
