A Machine Learning study of the two-dimensional antiferromagnetic $q$-state Potts model on the square lattice

Shang-Wei Li, Kai-Wei Huang, Chien-Ting Chen +1

The critical phenomena of two-dimensional (2D) antiferromagnetic $q$-state Potts model on the square lattice with $q=2,3,4,5$ and 6 are investigated using the technique of supervis…