# Early prediction of battery lifetime based on graphical features and convolutional neural networks

> Research article (Applied Energy, 2023) · cited 82× · AI/ML

**Wikidata**: [openalex:W4387683771](https://www.wikidata.org/wiki/openalex:W4387683771)  
**Source**: https://4ort.xyz/entity/early-prediction-of-battery-lifetime-based-on-graphical-features-and-convolutional-neural-networks