# Naturally-meaningful and efficient descriptors: machine learning of material properties based on robust one-shot ab initio descriptors

> Research article (Journal of Cheminformatics, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4308516360](https://www.wikidata.org/wiki/openalex:W4308516360)  
**Source**: https://4ort.xyz/entity/naturally-meaningful-and-efficient-descriptors-machine-learning-of-material-properties-based-on-robust-one-shot-ab-initi