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 …

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 …

[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 …

[HTML][HTML] Heuristic computational design of Morlet wavelet for solving the higher order singular nonlinear differential equations

Z Sabir, K Nisar, MAZ Raja, AABA Ibrahim… - Alexandria Engineering …, 2021 - Elsevier
The aim of this study is to present the numerical solutions of the higher order singular
nonlinear differential equations using an advanced intelligent computational approach by …

Computational intelligence approach using Levenberg–Marquardt backpropagation neural networks to solve the fourth-order nonlinear system of Emden–Fowler …

Z Sabir, MR Ali, MAZ Raja, M Shoaib… - Engineering with …, 2022 - Springer
The present investigations are related to design an integrated computing numerical
approach through Levenberg–Marquardt backpropagation (LMB) neural networks (NNs), ie …

Applications of artificial neural network to solve the nonlinear COVID-19 mathematical model based on the dynamics of SIQ

Z Sabir, MAZ Raja, SE Alhazmi, M Gupta… - Journal of Taibah …, 2022 - Taylor & Francis
The purpose of this research work is to present a numerical study through artificial neural
networks (ANNs) to solve a SIQ-based COVID-19 mathematical model using the effects of …

On the dynamical investigation and synchronization of variable-order fractional neural networks: The Hopfield-like neural network model

H Jahanshahi, E Zambrano-Serrano, S Bekiros… - The European Physical …, 2022 - Springer
Since the variable-order fractional systems show more complex characteristics and more
degrees of freedom due to time-varying fractional derivatives, we introduce a variable-order …

[HTML][HTML] An advanced heuristic approach for a nonlinear mathematical based medical smoking model

T Saeed, Z Sabir, MS Alhodaly, HH Alsulami… - Results in Physics, 2022 - Elsevier
The present study is related to solve the nonlinear dynamics of a smoke model using
artificial neural networks (ANNs) under the optimization procedures of global heuristic and …

A novel design of morlet wavelet to solve the dynamics of nervous stomach nonlinear model

Z Sabir, MAZ Raja, SR Mahmoud, M Balubaid… - International Journal of …, 2022 - Springer
The present study introduces a novel design of Morlet wavelet neural network (MWNN)
models to solve a class of a nonlinear nervous stomach system represented with governing …

Detection of common cold from speech signals using deep neural network

S Deb, P Warule, A Nair, H Sultan, R Dash… - Circuits, Systems, and …, 2023 - Springer
This paper presents a deep learning-based analysis and classification of cold speech
observed when a person is diagnosed with the common cold. The common cold is a viral …