Artificial intelligence-based multi-expression programming prediction of magnetized radiative nanofluid flow between coaxial deformable tubes

Artificial intelligence-based multi-expression programming prediction of magnetized radiative nanofluid flow between coaxial deformable tubes

This research primarily focuses on improving the thermal efficiency of blood between the two coaxial tubes utilizing silver nanomaterials. Endoscopy is used to detect the inner diseases of body that are complex to detect from the ordinary visualization and outer tube shows the blood flow arteries. P...

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Bibliographic Details
Main Authors: Bilal Ahmed, Dong Liu, Bouthaina Dammak, Naeem Ullah, Afraz Hussain Majeed, Hafedh Mahmoud Zayani, Binjuan Zhao
Format: Article
Language:English
Published: Elsevier 2025-10-01
Series:Case Studies in Thermal Engineering
Subjects:
Nanomaterial
Magnetohydrodynamic
Endoscopy
Convective constraints
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X25010858
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