# Unsupervised learning of phase transitions: From principal component analysis to variational autoencoders

> Research article (Physical review. E, 2017) · cited 493× · AI/ML

**Wikidata**: [openalex:W2594041373](https://www.wikidata.org/wiki/openalex:W2594041373)  
**Source**: https://4ort.xyz/entity/unsupervised-learning-of-phase-transitions-from-principal-component-analysis-to-variational-autoencoders