# Multi-objective goal-directed optimization of de novo stable organic radicals for aqueous redox flow batteries

> Research article (Nature Machine Intelligence, 2022) · cited 75× · AI/ML

**Wikidata**: [openalex:W4289783311](https://www.wikidata.org/wiki/openalex:W4289783311)  
**Source**: https://4ort.xyz/entity/multi-objective-goal-directed-optimization-of-de-novo-stable-organic-radicals-for-aqueous-redox-flow-batteries