# A lightweight two-stage physics-informed neural network for SOH estimation of lithium-ion batteries with different chemistries

> Research article (Journal of Energy Chemistry, 2025) · cited 60× · AI/ML

**Wikidata**: [openalex:W4407685301](https://www.wikidata.org/wiki/openalex:W4407685301)  
**Source**: https://4ort.xyz/entity/a-lightweight-two-stage-physics-informed-neural-network-for-soh-estimation-of-lithium-ion-batteries-with-different-chemi
