# Physics-encoded deep learning in identifying battery parameters without direct knowledge of ground truth

> Research article (Applied Energy, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4282837615](https://www.wikidata.org/wiki/openalex:W4282837615)  
**Source**: https://4ort.xyz/entity/physics-encoded-deep-learning-in-identifying-battery-parameters-without-direct-knowledge-of-ground-truth