Levenberg–Marquardt artificial neural network approach to analyze the effect of surface roughness, horizontal magnetic field, and nanoparticle shape factor on ternary hybrid nanofluid flow
Published online on January 17, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part N: Journal of Nanomaterials, Nanoengineering and Nanosystems, Ahead of Print.
Investigating ternary nanofluid flow and heat transport across a rough revolving disk has important applications in modern engineering systems requiring efficient thermal management. The roughness of the rotating disk mimics real-world surfaces, enhancing ...
Investigating ternary nanofluid flow and heat transport across a rough revolving disk has important applications in modern engineering systems requiring efficient thermal management. The roughness of the rotating disk mimics real-world surfaces, enhancing ...