# A generic physics-informed machine learning framework for battery remaining useful life prediction using small early-stage lifecycle data

> Research article (Applied Energy, 2025) · cited 34× · AI/ML

**Wikidata**: [openalex:W4407163766](https://www.wikidata.org/wiki/openalex:W4407163766)  
**Source**: https://4ort.xyz/entity/a-generic-physics-informed-machine-learning-framework-for-battery-remaining-useful-life-prediction-using-small-early-sta