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The Ising Model, introduced by the physicist Wilhelm Lenz (1920), is one of the most well-known models of Statistical Mechanics, used to explain the behavior of ferromagnets, but later found to have connections with many other models. Example of topics in the area include existence of phase transitions, asymptotic behavior of correlation functions, critical exponents, graphical representations, and properties of the pressure/free-energy function.
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Ising model - phase transition vs rapid mixing
As only a partial answer, in the paper Bierkens, Roberts, A piecewise deterministic scaling limit of Lifted Metropolis Hastings for the Curie-Weiss model, http://arxiv.org/abs/1509.00302, we have obta …