# Lithium-ion battery health prognosis via electrochemical impedance spectroscopy using CNN-BiLSTM model

> Research article (Journal of Materials Informatics, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4400100341](https://www.wikidata.org/wiki/openalex:W4400100341)  
**Source**: https://4ort.xyz/entity/lithium-ion-battery-health-prognosis-via-electrochemical-impedance-spectroscopy-using-cnn-bilstm-model