Unsupervised Learning of Frustrated Classical Spin Models I: Principle Component Analysis

Ce Wang, Hui Zhai

This work aims at the goal whether the artificial intelligence can recognize phase transition without the prior human knowledge. If this becomes successful, it can be applied to, f…