Decay of covariances, uniqueness of ergodic component and scaling limit for a class of \nabla\phi systems with non-convex potential
Codina Cotar, Jean-Dominique Deuschel

TL;DR
This paper investigates a lattice gradient interface model with non-convex potentials, establishing key properties like ergodic measure uniqueness, covariance decay, scaling limits, and surface tension convexity.
Contribution
It introduces a decoupling technique for non-convex potentials, proving fundamental properties of the abla ext{ extphi}-Gibbs measures in this setting.
Findings
Proves uniqueness of ergodic components for the model
Demonstrates decay of covariances in the system
Establishes the scaling limit and convexity of surface tension
Abstract
We consider a gradient interface model on the lattice with interaction potential which is a nonconvex perturbation of a convex potential. Using a technique which decouples the neighboring vertices sites into even and odd vertices, we show for a class of non-convex potentials: the uniqueness of ergodic component for \nabla\phi-Gibbs measures, the decay of covariances, the scaling limit and the strict convexity of the surface tension.
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 · Geometric Analysis and Curvature Flows
