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Infinite Volume Continuum Random Cluster Model

Published 10 Jul 2015 in math.PR | (1507.02891v2)

Abstract: The continuum random cluster model is defined as a Gibbs modification of the stationary Boolean model in $\mathbb{R}d$ with intensity $z>0$ and the law of radii $Q$. The formal unormalized density is given by $q{N_{cc}}$ where $q>0$ is a fixed parameter and $N_{cc}$ the number of connected components in the random germ-grain structure. In this paper we prove the existence of the model in the infinite volume regime for a large class of parameters including the case $q<1$ or distributions $Q$ without compact support. In the extreme setting of non integrable radii (i.e. $\int Rd Q(dR)=\infty$) and $q$ is an integer larger than 1, we prove that for $z$ small enough the continuum random cluster model is not unique; two different probability measures solve the DLR equations. We conjecture that the uniqueness is recovered for $z$ large enough which would provide a phase transition result. Heuristic arguments are given. Our main tools are the compactness of level sets of the specific entropy, a fine study of the quasi locality of the Gibbs kernels and a Fortuin-Kasteleyn representation via Widom-Rowlinson models with random radii.

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