# A solution framework for the experimental data shortage problem of lithium-ion batteries: Generative adversarial network-based data augmentation for battery state estimation

> Research article (Journal of Energy Chemistry, 2024) · cited 26× · AI/ML

**Wikidata**: [openalex:W4405632215](https://www.wikidata.org/wiki/openalex:W4405632215)  
**Source**: https://4ort.xyz/entity/a-solution-framework-for-the-experimental-data-shortage-problem-of-lithium-ion-batteries-generative-adversarial-network-