A review of wavelet analysis and its applications: Challenges and opportunities

T Guo, T Zhang, E Lim, M Lopez-Benitez, F Ma… - IEEe …, 2022 - ieeexplore.ieee.org
As a general and rigid mathematical tool, wavelet theory has found many applications and is
constantly developing. This article reviews the development history of wavelet theory, from …

Stochastic numerical investigations for nonlinear three-species food chain system

Z Sabir - International Journal of Biomathematics, 2022 - World Scientific
In this work, three-dimensional nonlinear food chain system is numerically treated using the
computational heuristic framework of artificial neural networks (ANNs) together with the …

[HTML][HTML] Nanoscale heat and mass transport of magnetized 3-D chemically radiative hybrid nanofluid with orthogonal/inclined magnetic field along rotating sheet

A Ayub, Z Sabir, DN Le, AA Aly - Case Studies in Thermal Engineering, 2021 - Elsevier
This work is related to the chemical process in nanomaterial that has prominent applications
in water-solubility, octanol-water partition coefficient, melting points, vapor pressure and …

Gudermannian neural networks using the optimization procedures of genetic algorithm and active set approach for the three-species food chain nonlinear model

Z Sabir, MR Ali, R Sadat - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
The present study is to investigate the Gudermannian neural networks (GNNs) using the
optimization procedures of genetic algorithm and active-set approach (GA-ASA) to solve the …

[HTML][HTML] A novel study of Morlet neural networks to solve the nonlinear HIV infection system of latently infected cells

M Umar, Z Sabir, MAZ Raja, HM Baskonus, SW Yao… - Results in Physics, 2021 - Elsevier
The aim of this study is to provide the numerical outcomes of a nonlinear HIV infection
system of latently infected CD4+ T cells exists in bioinformatics using Morlet wavelet (MW) …

Heuristic computing with sequential quadratic programming for solving a nonlinear hepatitis B virus model

M Umar, Z Sabir, MAZ Raja, HM Baskonus… - … and Computers in …, 2023 - Elsevier
This current study presents a nonlinear system of the hepatitis B virus infection by using the
strength of artificial neural network (ANN) together with the competences of global and local …

An efficient stochastic numerical computing framework for the nonlinear higher order singular models

Z Sabir, HA Wahab, S Javeed, HM Baskonus - Fractal and Fractional, 2021 - mdpi.com
The focus of the present study is to present a stochastic numerical computing framework
based on Gudermannian neural networks (GNNs) together with the global and local search …

Meyer wavelet neural networks to solve a novel design of fractional order pantograph Lane-Emden differential model

Z Sabir, MAZ Raja, JLG Guirao, T Saeed - Chaos, Solitons & Fractals, 2021 - Elsevier
The aim of this study is to design a singular fractional order pantograph differential model by
using the typical form of the Lane-Emden model. The necessary details of the singular-point …

[HTML][HTML] Supervised neural networks learning algorithm for three dimensional hybrid nanofluid flow with radiative heat and mass fluxes

MAZ Raja, M Shoaib, Z Khan, S Zuhra… - Ain Shams Engineering …, 2022 - Elsevier
Hybrid nanofluid is an emerging field due to the rapid enhancement of heat transfer and
stable nanoparticles in base fluid properties. A three dimensional hybrid nanofluid flow …

Modeling and simulation of Maxwell nanofluid flows in the presence of Lorentz and Darcy–Forchheimer forces: toward a new approach on Buongiorno's model using …

Z Khan, S Zuhra, S Islam, MAZ Raja, A Ali - The European Physical …, 2023 - Springer
The current work explores the intelligent computational strength of neural networks based
on the Levenberg–Marquardt backpropagation (LMBP-NNs) neural networks technique for …