Unsupervised and supervised learning of interacting topological phases from single-particle correlation functions

Simone Tibaldi, Giuseppe Magnifico, Davide Vodola +1

The recent advances in machine learning algorithms have boosted the application of these techniques to the field of condensed matter physics, in order e.g. to classify the phases o…