Computational Intelligence of Numerical Dynamics of Nanofluidic Model

This study investigates the flow dynamics of a nanofluid by modeling a system of nonlinear ordinary differential equations (ODEs). The system is transformed into a real dataset and solved using artificial neural networks (ANNs) trained via the Levenberg–Marquardt backpropagation (neural networks wit...

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Bibliographic Details
Main Authors: Tahir Nawaz Cheema, Ali Raza, Maysaa Elmahi Abd Elwahab, Ayesha Shabbir, Sharafat Ali, Emad Fadhal
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/ddns/3107171
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