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Harmonic pinnacles in the Discrete Gaussian model

Probability 2014-05-22 v1 Mathematical Physics math.MP

Abstract

The 2D Discrete Gaussian model gives each height function η:Z2Z\eta : \mathbb{Z}^2\to\mathbb{Z} a probability proportional to exp(βH(η))\exp(-\beta \mathcal{H}(\eta)), where β\beta is the inverse-temperature and H(η)=xy(ηxηy)2\mathcal{H}(\eta) = \sum_{x\sim y}(\eta_x-\eta_y)^2 sums over nearest-neighbor bonds. We consider the model at large fixed β\beta, where it is flat unlike its continuous analog (the Gaussian Free Field). We first establish that the maximum height in an L×LL\times L box with 0 boundary conditions concentrates on two integers M,M+1M,M+1 with M(1/2πβ)logLloglogLM\sim \sqrt{(1/2\pi\beta)\log L\log\log L}. The key is a large deviation estimate for the height at the origin in Z2\mathbb{Z}^2, dominated by "harmonic pinnacles", integer approximations of a harmonic variational problem. Second, in this model conditioned on η0\eta\geq 0 (a floor), the average height rises, and in fact the height of almost all sites concentrates on levels H,H+1H,H+1 where HM/2H\sim M/\sqrt{2}. This in particular pins down the asymptotics, and corrects the order, in results of Bricmont, El-Mellouki and Fr\"ohlich (1986), where it was argued that the maximum and the height of the surface above a floor are both of order logL\sqrt{\log L}. Finally, our methods extend to other classical surface models (e.g., restricted SOS), featuring connections to pp-harmonic analysis and alternating sign matrices.

Keywords

Cite

@article{arxiv.1405.5241,
  title  = {Harmonic pinnacles in the Discrete Gaussian model},
  author = {Eyal Lubetzky and Fabio Martinelli and Allan Sly},
  journal= {arXiv preprint arXiv:1405.5241},
  year   = {2014}
}

Comments

40 pages, 5 figures

R2 v1 2026-06-22T04:19:25.003Z