# Temperature state prediction for lithium-ion batteries based on improved physics informed neural networks

> Research article (Journal of Energy Storage, 2023) · cited 48× · AI/ML

**Wikidata**: [openalex:W4386608675](https://www.wikidata.org/wiki/openalex:W4386608675)  
**Source**: https://4ort.xyz/entity/temperature-state-prediction-for-lithium-ion-batteries-based-on-improved-physics-informed-neural-networks