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arxiv: 1708.09677 · v2 · pith:RPXHEWFUnew · submitted 2017-08-31 · 🧮 math.PR · cond-mat.stat-mech

Tunneling behavior of Ising and Potts models in the low-temperature regime

classification 🧮 math.PR cond-mat.stat-mech
keywords behaviorbetamodelpottstunnelingequilibriagraphsgrid
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We consider the ferromagnetic $q$-state Potts model with zero external field in a finite volume and assume that the stochastic evolution of this system is described by a Glauber-type dynamics parametrized by the inverse temperature $\beta$. Our analysis concerns the low-temperature regime $\beta \to \infty$, in which this multi-spin system has $q$ stable equilibria, corresponding to the configurations where all spins are equal. Focusing on grid graphs with various boundary conditions, we study the tunneling phenomena of the $q$-state Potts model. More specifically, we describe the asymptotic behavior of the first hitting times between stable equilibria as $\beta \to \infty$ in probability, in expectation, and in distribution and obtain tight bounds on the mixing time as side-result. In the special case $q=2$, our results characterize the tunneling behavior of the Ising model on grid graphs.

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