# Machine learning assisted empirical formula augmentation

> Research article (Materials & Design, 2021) · cited 19× · AI/ML

**Wikidata**: [openalex:W3188370479](https://www.wikidata.org/wiki/openalex:W3188370479)  
**Source**: https://4ort.xyz/entity/machine-learning-assisted-empirical-formula-augmentation