The critical temperature of the 2D-Ising model through Deep Learning Autoencoders

Constantia Alexandrou, Andreas Athenodorou, Charalambos Chrysostomou +1

We investigate deep learning autoencoders for the unsupervised recognition of phase transitions in physical systems formulated on a lattice. We focus our investigation on the 2-dim…