# Physics-informed neural networks for electrode-level state estimation in lithium-ion batteries

> Research article (Journal of Power Sources, 2021) · cited 138× · AI/ML

**Wikidata**: [openalex:W3176122562](https://www.wikidata.org/wiki/openalex:W3176122562)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-networks-for-electrode-level-state-estimation-in-lithium-ion-batteries
