# Prediction of outlet air characteristics and thermal performance of a symmetrical solar air heater via machine learning to develop a model-based operational control scheme—an experimental study

> Research article (Environmental Science and Pollution Research, 2022) · cited 10× · AI/ML

**Wikidata**: [openalex:W4309096511](https://www.wikidata.org/wiki/openalex:W4309096511)  
**Source**: https://4ort.xyz/entity/prediction-of-outlet-air-characteristics-and-thermal-performance-of-a-symmetrical-solar-air-heater-via-machine-learning-