# RegioML: predicting the regioselectivity of electrophilic aromatic substitution reactions using machine learning

> Research article (Digital Discovery, 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4226329205](https://www.wikidata.org/wiki/openalex:W4226329205)  
**Source**: https://4ort.xyz/entity/regioml-predicting-the-regioselectivity-of-electrophilic-aromatic-substitution-reactions-using-machine-learning