[HTML][HTML] Artificial neural networks: a practical review of applications involving fractional calculus

E Viera-Martin, JF Gómez-Aguilar… - The European Physical …, 2022 - Springer
In this work, a bibliographic analysis on artificial neural networks (ANNs) using fractional
calculus (FC) theory has been developed to summarize the main features and applications …

A survey of fractional calculus applications in artificial neural networks

M Joshi, S Bhosale, VA Vyawahare - Artificial Intelligence Review, 2023 - Springer
Artificial neural network (ANN) is the backbone of machine learning, specifically deep
learning. The interpolating and learning ability of an ANN makes it an ideal tool for …

Harris hawks optimization algorithm: variants and applications

M Shehab, I Mashal, Z Momani, MKY Shambour… - … Methods in Engineering, 2022 - Springer
This paper introduces a comprehensive survey of a new swarm intelligence optimization
algorithm so-called Harris hawks optimization (HHO) and analyzes its major features. HHO …

Application of Euler neural networks with soft computing paradigm to solve nonlinear problems arising in heat transfer

NA Khan, OI Khalaf, CAT Romero, M Sulaiman… - Entropy, 2021 - mdpi.com
In this study, a novel application of neurocomputing technique is presented for solving
nonlinear heat transfer and natural convection porous fin problems arising in almost all …

Performance of heat transfer in micropolar fluid with isothermal and isoflux boundary conditions using supervised neural networks

M Sulaiman, NA Khan, FS Alshammari, G Laouini - Mathematics, 2023 - mdpi.com
The current study delivers a numerical investigation on the performance of heat transfer and
flow of micropolar fluid in porous Darcy structures with isothermal and isoflux walls …

Heat transfer analysis of an inclined longitudinal porous fin of trapezoidal, rectangular and dovetail profiles using cascade neural networks

NA Khan, M Sulaiman, FS Alshammari - Structural and Multidisciplinary …, 2022 - Springer
In this paper, the mathematical model of an inclined longitudinal porous fin of trapezoidal,
rectangular, and dovetail profiles in the presence of convective and radiative environments …

A new soft computing approach for studying the wire coating dynamics with Oldroyd 8-constant fluid

NA Khan, M Sulaiman, P Kumam, AJ Aljohani - Physics of Fluids, 2021 - pubs.aip.org
In this paper, a mathematical model for wire coating in the presence of pressure type die
along with the bath of Oldroyd 8-constant fluid is presented. The model is governed by a …

Mathematical models of CBSC over wireless channels and their analysis by using the LeNN-WOA-NM algorithm

NA Khan, M Sulaiman, AJ Aljohani, MA Bakar - Engineering Applications of …, 2022 - Elsevier
In recent studies, several chaos-based secure communication (CBSC) systems are
developed and are assumed to be effective and promising tools for balancing …

Analysis of multi-phase flow through porous media for imbibition phenomena by using the LeNN-WOA-NM algorithm

NA Khan, M Sulaiman, AJ Aljohani, P Kumam… - IEEE …, 2020 - ieeexplore.ieee.org
The flow of fluids in multi-phase porous media results due to many interesting natural
phenomena. The counter-current water imbibition phenomena, that occur during oil …

Analysis of third-order nonlinear multi-singular Emden–Fowler equation by using the LeNN-WOA-NM algorithm

Y Zhang, J Lin, Z Hu, NA Khan, M Sulaiman - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, a novel soft computing algorithm is designed for the numerical solution of third-
order nonlinear multi-singular Emden-Fowler equation (TONMS-EFE) using the strength of …