# Machine Learning Spectroscopy Using a 2-Stage, Generalized Constituent Contribution Protocol

> Research article (Research, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4353066295](https://www.wikidata.org/wiki/openalex:W4353066295)  
**Source**: https://4ort.xyz/entity/machine-learning-spectroscopy-using-a-2-stage-generalized-constituent-contribution-protocol