Partial order in Potts models on the generalized decorated square lattice
M. P. Qin, J. Chen, Q. N. Chen, Z. Y. Xie, X. Kong, H. H. Zhao, B., Normand, and T. Xiang

TL;DR
This paper investigates the phase behavior of the Potts model on a generalized decorated square lattice, revealing partial order, degeneracy, and criticality at zero temperature across different q states using advanced tensor methods.
Contribution
It introduces a tensor renormalization-group approach to analyze the Potts model on a complex lattice, highlighting partial order and critical phenomena not previously characterized.
Findings
q=2 results match exact solutions
Partial order observed for q=3 with zero entropy
Model is critical at zero temperature for q=4
Abstract
We explore the Potts model on the generalized decorated square lattice, with both nearest (J1) and next-neighbor (J2) interactions. Using the tensor renormalization-group method augmented by higher-order singular value decompositions, we calculate the spontaneous magnetization of the Potts model with q = 2, 3, and 4. The results for q = 2 allow us to benchmark our numerics using the exact solution. For q = 3, we find a highly degenerate ground state with partial order on a single sublattice, but with vanishing entropy per site, and we obtain the phase diagram as a function of the ratio J2=J1. There is no finite-temperature transition for the q = 4 case when J1 = J2, but the magnetic susceptibility diverges as the temperature goes to zero, showing that the model is critical at T = 0.
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