# Predicting Lumen Degradation of Light Emitting Diodes Using Hybrid Particle Filter Trained Neural Networks

> Research article (IEEE Access, 2021) · cited 10× · AI/ML

**Wikidata**: [openalex:W4206384996](https://www.wikidata.org/wiki/openalex:W4206384996)  
**Source**: https://4ort.xyz/entity/predicting-lumen-degradation-of-light-emitting-diodes-using-hybrid-particle-filter-trained-neural-networks