# Exploring the impact of nanoparticle aggregation in parabolic trough solar collectors with a neural network-based predictions for enhanced thermal performance

> Research article (Solar Energy Materials and Solar Cells, 2025) · cited 23× · AI/ML

**Wikidata**: [openalex:W4412694484](https://www.wikidata.org/wiki/openalex:W4412694484)  
**Source**: https://4ort.xyz/entity/exploring-the-impact-of-nanoparticle-aggregation-in-parabolic-trough-solar-collectors-with-a-neural-network-based-predic