Applications of neural networks to the studies of phase transitions of two-dimensional Potts models

Chian-De Li, Deng-Ruei Tan, Fu-Jiun Jiang

We study the finite temperature (FT) phase transitions of two-dimensional (2D) $q$-states Potts models on the square lattice, using the first principles Monte Carlo (MC) simulation…