Machine learning the Ising transition: A comparison between discriminative and generative approaches

Difei Zhang, Frank Schäfer, Julian Arnold

The detection of phase transitions is a central task in many-body physics. To automate this process, the task can be phrased as a classification problem. Classification problems ca…