Alişan Gönül

Machine learning-based prediction of heat transfer characteristics in helically coiled tubes with corrugated walls

Helically coiled tubes with corrugated inner walls are commonly used in compact heat exchangers due to their superior heat transfer performance, enabled by secondary and swirl flows. However, predicting their thermal and hydraulic behavior across varying geometries and flow conditions is complex. This study employs m...