A strong central limit theorem for a class of random surfaces

preprint2013arXivOpen access

Abstract

This paper is concerned with d=2d=2 dimensional lattice field models with action $V(\naϕ(\cdot))$, where $V:\R^d\ra \R$ is a uniformly convex function. The fluctuations of the variable ϕ(0)−ϕ(x)ϕ(0)-ϕ(x) are studied for large ∣x∣|x| via the generating function given by g(x,μ)=ln⁡<eμ(ϕ(0)−ϕ(x))>Ag(x,μ) = \ln <e^{μ(ϕ(0) - ϕ(x))}>_{A}. In two dimensions $g"(x,μ)=\pa^2g(x,μ)/\paμ^2$ is proportional to ln⁡∣x∣\ln|x|. The main result of this paper is a bound on $g"'(x,μ)=\pa^3 g(x,μ)/\pa μ^3$ which is uniform in ∣x∣|x| for a class of convex VV. The proof uses integration by parts following Helffer-Sjöstrand and Witten, and relies on estimates of singular integral operators on weighted Hilbert spaces.

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