Use of artificial neural network for optimization of irreversibility analysis in radiative Cross nanofluid flow past an inclined surface with convective boundary conditions

Use of artificial neural network for optimization of irreversibility analysis in radiative Cross nanofluid flow past an inclined surface with convective boundary conditions

This study uses an artificial intelligence neural network to estimate the solution for a Cross-nanofluid containing gyrotactic microorganisms on an inclined surface. Furthermore, the concept of minimizing entropy has been taken into account. The energy and concentration equations take into account t...

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Bibliographic Details
Main Authors: Ali Farhan, Zaib Aurang, Zafar Syed Sohaib, Khan Umair, Ahmed Muhammad Faizan, Elattar Samia, Khashi’ie Najiyah Safwa
Format: Article
Language:English
Published: De Gruyter 2025-08-01
Series:High Temperature Materials and Processes
Subjects:
cross fluid
bio-convective flow
nanofluid
entropy generation
ann
levenberg–marquardt approach
thermal radiation
Online Access:https://doi.org/10.1515/htmp-2025-0080
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