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Klein bottle ratio of two-dimensional ferromagnetic Potts models
Phys. Rev. E 114, 054115 – Published 6 November, 2026
DOI: https://doi.org/10.1103/rnrc-m25p
Abstract
The weakly first-order nature of the two-dimensional five-state ferromagnetic Potts model poses challenges for numerical study. Using density-matrix and tensor-network renormalization-group methods, we investigate these transitions of the -state Potts model via the Klein bottle ratio on original and dual lattices. Finite-size scaling of as a function of transverse system size accurately locates the critical points for . We further examine the transfer-matrix spectra and entanglement entropy, extracting central charges through toroidal and Klein bottle boundary conditions. For , the extracted central charge () is close to the real part of the theoretical value predicted by complex conformal field theories (CFTs). The observed drift in the scaling exponent effectively distinguishes the continuous transition from the weakly first-order regime. Furthermore, the extrapolated divergence of confirms the first-order character of the Potts model, while for the model, both the CFT-predicted eigenvalue distribution and the logarithmic corrections are numerically verified.
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