A neural network study of the phase transitions of the two-dimensional antiferromagnetic $q$-state Potts models on the square lattice

Yuan-Heng Tseng, Fu-Jiun Jiang

The critical phenomena of the two-dimensional antiferromagnetic $q$-state Potts model on the square lattice with $q=2,3,4$ are investigated using the techniques of neural networks…