# Artificial neural networks application on friction factor and heat transfer coefficients prediction in tubes with inner helical-finning

> Research article (Applied Thermal Engineering, 2022) · cited 48× · AI/ML

**Wikidata**: [openalex:W4206974135](https://www.wikidata.org/wiki/openalex:W4206974135)  
**Source**: https://4ort.xyz/entity/artificial-neural-networks-application-on-friction-factor-and-heat-transfer-coefficients-prediction-in-tubes-with-inner-