# Physics-informed deep learning for lithium-ion battery diagnostics using electrochemical impedance spectroscopy

> Research article (Renewable and Sustainable Energy Reviews, 2023) · cited 46× · AI/ML

**Wikidata**: [openalex:W4387421672](https://www.wikidata.org/wiki/openalex:W4387421672)  
**Source**: https://4ort.xyz/entity/physics-informed-deep-learning-for-lithium-ion-battery-diagnostics-using-electrochemical-impedance-spectroscopy