# Integrating physics-based modeling and machine learning for degradation diagnostics of lithium-ion batteries

> Research article (Energy storage materials, 2022) · cited 129× · AI/ML

**Wikidata**: [openalex:W4281695775](https://www.wikidata.org/wiki/openalex:W4281695775)  
**Source**: https://4ort.xyz/entity/integrating-physics-based-modeling-and-machine-learning-for-degradation-diagnostics-of-lithium-ion-batteries