# Thermal fault detection of lithium-ion battery packs through an integrated physics and deep neural network based model

> Research article (Communications Engineering, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4409869426](https://www.wikidata.org/wiki/openalex:W4409869426)  
**Source**: https://4ort.xyz/entity/thermal-fault-detection-of-lithium-ion-battery-packs-through-an-integrated-physics-and-deep-neural-network-based-model