The scaling limit of the $(\nabla+\Delta)$-model
Alessandra Cipriani, Biltu Dan, Rajat Subhra Hazra

TL;DR
This paper proves that the interface model with mixed gradient and Laplacian interactions converges to the Gaussian free field in any dimension, using Fourier analysis and discrete PDE techniques.
Contribution
It establishes the scaling limit of the $( abla+ riangle)$-model as the Gaussian free field across all dimensions, combining Fourier and PDE methods.
Findings
Scaling limit is the Gaussian free field in any dimension.
Uses Fourier analysis for infinite volume cases.
Employs discrete PDE techniques for finite volume cases.
Abstract
In this article we study the scaling limit of the interface model on where the Hamiltonian is given by a mixed gradient and Laplacian interaction. We show that in any dimension the scaling limit is given by the Gaussian free field. We discuss the appropriate spaces in which the convergence takes place. While in infinite volume the proof is based on Fourier analytic methods, in finite volume we rely on some discrete PDE techniques involving finite-difference approximation of elliptic boundary value problems.
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 · Theoretical and Computational Physics · Geometric Analysis and Curvature Flows
