AI powered thermal scrutiny of magnetized inclined ternary nanofluid through convergent-divergent ducts

AI powered thermal scrutiny of magnetized inclined ternary nanofluid through convergent-divergent ducts

This study gives the investigation of ternary nanofluid flow through convergent–divergent geometries under an inclined magnetized environment using a hybrid computational framework that integrates the traditional bvp4c numerical solver with an artificial neural network (ANN) model employing three hi...

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Bibliographic Details
Main Authors: Mushrifah A.S. Al-Malki, Assad. Ayub, Syed Zahir. Hussain Shah, Ali. Haider, Wafa F. Alfwzan
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Case Studies in Thermal Engineering
Subjects:
Convergent divergent ducts
Thermal transport
Ternary nanofluid
Magnetized environment
Three hidden layer
Numerical results
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X25009591
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