# Precise atom-to-atom mapping for organic reactions via human-in-the-loop machine learning

> Research article (Nature Communications, 2024) · cited 32× · AI/ML

**Wikidata**: [openalex:W4392752197](https://www.wikidata.org/wiki/openalex:W4392752197)  
**Source**: https://4ort.xyz/entity/precise-atom-to-atom-mapping-for-organic-reactions-via-human-in-the-loop-machine-learning