# A time series physics-informed neural network framework for the state of health estimation of lithium-ion batteries

> Research article (Journal of Energy Storage, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4416683769](https://www.wikidata.org/wiki/openalex:W4416683769)  
**Source**: https://4ort.xyz/entity/a-time-series-physics-informed-neural-network-framework-for-the-state-of-health-estimation-of-lithium-ion-batteries