Unsupervised machine learning approaches to the $q$-state Potts model

Andrea Tirelli, Danyella O. Carvalho, Lucas A. Oliveira +3

In this paper with study phase transitions of the $q$-state Potts model, through a number of unsupervised machine learning techniques, namely Principal Component Analysis (PCA), $k…