# A two-stage deep learning framework for early-stage lifetime prediction for lithium-ion batteries with consideration of features from multiple cycles

> Research article (Frontiers in Energy Research, 2022) · cited 11× · AI/ML

**Wikidata**: [openalex:W4309604558](https://www.wikidata.org/wiki/openalex:W4309604558)  
**Source**: https://4ort.xyz/entity/a-two-stage-deep-learning-framework-for-early-stage-lifetime-prediction-for-lithium-ion-batteries-with-consideration-of-