Unusual changeover in the transition nature of local-interaction Potts models
Nir Schreiber, Reuven Cohen, Simi Haber, Gideon Amir, Baruch Barzel

TL;DR
This paper investigates the critical behavior of a $q$-state Potts model with round-the-face interaction, revealing a changeover from second to first order transitions at a critical $q_c \
Contribution
It introduces a combinatorial approach to analyze a Potts model with local face interactions, showing a different transition order changeover than standard models.
Findings
First order transition for $q>3$
Second order transition detected at $q=2$
Transition changeover at $q_c \
Abstract
A combinatorial approach is used to study the critical behavior of a -state Potts model with a round-the-face interaction. Using this approach it is shown that the model exhibits a first order transition for . A second order transition is numerically detected for . Based on these findings, it is deduced that for some two-dimensional ferromagnetic Potts models with completely local interaction, there is a changeover in the transition order at a critical integer . This stands in contrast to the standard two-spin interaction Potts model where the maximal integer value for which the transition is continuous is . A lower bound on the first order critical temperature is additionally derived.
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