# Integrating machine learning for health prediction and control in over-discharged Li-NMC battery systems

> Research article (Ionics, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4402790823](https://www.wikidata.org/wiki/openalex:W4402790823)  
**Source**: https://4ort.xyz/entity/integrating-machine-learning-for-health-prediction-and-control-in-over-discharged-li-nmc-battery-systems