# Sigma profiles in deep learning: towards a universal molecular descriptor

> Research article (Chemical Communications, 2022) · cited 59× · AI/ML

**Wikidata**: [openalex:W4224284514](https://www.wikidata.org/wiki/openalex:W4224284514)  
**Source**: https://4ort.xyz/entity/sigma-profiles-in-deep-learning-towards-a-universal-molecular-descriptor