Machine Learning as a universal tool for quantitative investigations of phase transition

Cinzia Giannetti, Biagio Lucini, Davide Vadacchino

The problem of identifying the phase of a given system for a certain value of the temperature can be reformulated as a classification problem in Machine Learning. Taking as a proto…