# Molecular optimization using a conditional transformer for reaction-aware compound exploration with reinforcement learning

> Research article (Communications Chemistry, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4407266733](https://www.wikidata.org/wiki/openalex:W4407266733)  
**Source**: https://4ort.xyz/entity/molecular-optimization-using-a-conditional-transformer-for-reaction-aware-compound-exploration-with-reinforcement-learni