# Effect of using wire coils and aluminum oxide nanofluid on heat transfer in a double-pipe heat exchanger and predicting data with artificial neural networks

> Research article (Case Studies in Thermal Engineering, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4410023174](https://www.wikidata.org/wiki/openalex:W4410023174)  
**Source**: https://4ort.xyz/entity/effect-of-using-wire-coils-and-aluminum-oxide-nanofluid-on-heat-transfer-in-a-double-pipe-heat-exchanger-and-predicting-