Unsupervised phase discovery with deep anomaly detection

Korbinian Kottmann, Patrick Huembeli, Maciej Lewenstein +1

We demonstrate how to explore phase diagrams with automated and unsupervised machine learning to find regions of interest for possible new phases. In contrast to supervised learnin…