# Machine Learning and Digital Twin Driven Diagnostics and Prognostics of Light‐Emitting Diodes

> Research article (Laser & Photonics Review, 2020) · cited 76× · AI/ML

**Wikidata**: [openalex:W3093535446](https://www.wikidata.org/wiki/openalex:W3093535446)  
**Source**: https://4ort.xyz/entity/machine-learning-and-digital-twin-driven-diagnostics-and-prognostics-of-lightemitting-diodes