# Global prediction of optimal solar panel tilt angles via machine learning

> Research article (Applied Energy, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4406325281](https://www.wikidata.org/wiki/openalex:W4406325281)  
**Source**: https://4ort.xyz/entity/global-prediction-of-optimal-solar-panel-tilt-angles-via-machine-learning