# Early prediction of cycle life for lithium-ion batteries based on evolutionary computation and machine learning

> Research article (Journal of Energy Storage, 2022) · cited 42× · AI/ML

**Wikidata**: [openalex:W4220892455](https://www.wikidata.org/wiki/openalex:W4220892455)  
**Source**: https://4ort.xyz/entity/early-prediction-of-cycle-life-for-lithium-ion-batteries-based-on-evolutionary-computation-and-machine-learning