Intelligent Computing of Levenberg-Marquard Technique Backpropagation Neural Networks for Numerical Treatment of Squeezing Nanofluid Flow between Two Circular Plates

Hakeem Ullah, Mehreen Fiza, Muhammad Asif Zahoor Raja, Imran Khan, Muhammad Shoaib, Seham M. Al-Mekhlafi and Arshad Riaz

Mathematical Problems in Engineering, 2022, vol. 2022, 1-11

Abstract: This study presents new techniques based on the artificial intelligence neural network with Levenberg-Marquardt Scheme with backpropagation (ANN-LMS). The boundary value problem BVP is obtained from the governing equations of the flow model. Along with ANN-LMS, the semianalytical method namely the optimal homotopy analysis method (OHAM) is used for validating the results. ANN-LMS optimized the absolute error and increased the accuracy of the solution. The effect of physical parameters is discussed with the help of plots and tables.

Date: 2022
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Persistent link: https://EconPapers.repec.org/RePEc:hin:jnlmpe:9451091

DOI: 10.1155/2022/9451091

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