# Elliptic tube free convection augmentation: An experimental and ANN numerical approach

> Research article (International Communications in Heat and Mass Transfer, 2019) · cited 17× · AI/ML

**Wikidata**: [openalex:W2969347073](https://www.wikidata.org/wiki/openalex:W2969347073)  
**Source**: https://4ort.xyz/entity/elliptic-tube-free-convection-augmentation-an-experimental-and-ann-numerical-approach
