# Early perception of Lithium-ion battery degradation trajectory with graphical features and deep learning

> Research article (Applied Energy, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4405842944](https://www.wikidata.org/wiki/openalex:W4405842944)  
**Source**: https://4ort.xyz/entity/early-perception-of-lithium-ion-battery-degradation-trajectory-with-graphical-features-and-deep-learning