The intermediate level-sets of the four-dimensional membrane model
Xinyi Li, Runsheng Liu

TL;DR
This paper establishes the scaling limit of intermediate level-sets in a four-dimensional discrete membrane model, showing they converge in law to a sub-critical Gaussian multiplicative chaos measure of the continuum membrane model.
Contribution
It proves the existence of the scaling limit of intermediate level-sets and identifies it with a sub-critical GMC measure, advancing understanding of membrane models in four dimensions.
Findings
Confirmed the existence of the scaling limit of level-sets.
Identified the limit as a sub-critical Gaussian multiplicative chaos measure.
Established the law equivalence between discrete and continuum models.
Abstract
In this paper, we consider the discrete membrane model in four dimensions. We confirm the existence of the scaling limit of the intermediate (i.e., a multiple of the expected maximum) level-sets of the model, and show that it is equal in law to the sub-critical Gaussian multiplicative chaos (GMC) measure of the continuum membrane model.
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
TopicsStochastic processes and statistical mechanics · Markov Chains and Monte Carlo Methods · Theoretical and Computational Physics
