# “Ring Breaker”: Neural Network Driven Synthesis Prediction of the Ring System Chemical Space

> Research article (Journal of Medicinal Chemistry, 2020) · cited 37× · AI/ML

**Wikidata**: [openalex:W3023658436](https://www.wikidata.org/wiki/openalex:W3023658436)  
**Source**: https://4ort.xyz/entity/ring-breaker-neural-network-driven-synthesis-prediction-of-the-ring-system-chemical-space