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cond-mat.stat-mech2025
A Bond weighted tensor renormalization group study of the q-state ferromagnetic Potts models on the square lattice
Yuan-Heng Tseng, Shang-Wei Li, Fu-Jiun Jiang
It is known rigorously that the phase transition of the -state ferromagnetic Potts model on the square lattice is second order for . Despite this fact, some observables of…
cond-mat.stat-mech2021
Neural network evidence of a weakly first order phase transition for the two-dimensional 5-state Potts model
Yuan-Heng Tseng, Yun-Hsuan Tseng, Fu-Jiun Jiang
A universal (supervised) neural network (NN), which is only trained once on a one-dimensional lattice of 200 sites, is employed to study the phase transition of the two-dimensional…