Nanofluid heat transfer and machine learning: Insightful review of machine learning for nanofluid heat transfer enhancement in porous media and heat exchangers as sustainable and renewable energy solutions

• Main Authors: Riyadi T.W.B., Herawan S.G., Tirta A., Ee Y.J., Hananto A.L., Paristiawan P.A., Yusuf A.A., Venu H., Irianto, Veza I.
• 其他作者: 55930344300
• 格式: Review
• 出版: Elsevier B.V. 2025
• 主題: Nanofluidics; Transfer learning; Heat Transfer enhancement; Heat-transfer characteristics; Hybrid nanofluid; Hybrid nanofluid heat transfer enhancement; Hybrid nanofluid-machine learning heat transfer; Machine learning for sustainable and renewable energy; Machine-learning; Nanofluid heat transfer characteristic and enhancement; Nanofluid heat transfer numerical study; Nanofluid-machine learning heat transfer enhancement; Nanofluids; Renewable energies; Sustainable energy; Support vector machines

Nanofluid, coupled with machine learning, is at the forefront of cutting-edge research in sustainable and renewable energy sector. This review paper examines the latest developments in the intersection of nanofluid and machine learning for heat transfer enhancement. This hybrid nanofluid-machine lea...