Unsupervised Machine Learning Phase Classification for Falicov-Kimball Model

Lukáš Frk, Pavel Baláž, Elguja Archemashvili +1

We apply various unsupervised machine learning methods for phase classification to investigate the finite-temperature phase diagram of the spinless Falicov-Kimball model in two dim…