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Fluctuations of the Magnetization for Ising Models on Dense Erdős–Rényi Random Graphs

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We analyze Ising/Curie-Weiss models on the (directed) Erdős-Renyi random graph on $N$ vertices in which every edge is present with probability $p$. These models were introduced by Bovier and Gayrard… Click to show full abstract

We analyze Ising/Curie-Weiss models on the (directed) Erdős-Renyi random graph on $N$ vertices in which every edge is present with probability $p$. These models were introduced by Bovier and Gayrard [J. Stat. Phys., 1993]. We prove a quenched Central Limit Theorem for the magnetization in the high-temperature regime $\beta<1$ when $p=p(N)$ satisfies $p^3N^2\to +\infty$.

Keywords: models dense; ising models; fluctuations magnetization; random; magnetization ising; dense erd

Journal Title: Journal of Statistical Physics
Year Published: 2019

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