# Early-stage lifetime prediction for lithium-ion batteries: A deep learning framework jointly considering machine-learned and handcrafted data features

> Research article (Journal of Energy Storage, 2022) · cited 55× · AI/ML

**Wikidata**: [openalex:W4281666983](https://www.wikidata.org/wiki/openalex:W4281666983)  
**Source**: https://4ort.xyz/entity/early-stage-lifetime-prediction-for-lithium-ion-batteries-a-deep-learning-framework-jointly-considering-machine-learned-