Browsing by Author "Shoaib, Muhammad"
Now showing items 1-4 of 4
-
Advanced detection of coronary artery disease via deep learning analysis of plasma cytokine data
Shoaib, Muhammad; Junaid, Ahmad; Husnain, Ghassan; Qadir, Mansoor; Ghadi, Yazeed Yasin; Askar S.S.; Abouhawwash, Mohamed (Frontiers Media SA, 2024)The 2017 World Health Organization Fact Sheet highlights that coronary artery disease is the leading cause of death globally, responsible for approximately 30% of all deaths. In this context, machine learning (ML) technology ... -
Design of Neural Network with Levenberg-Marquardt and Bayesian Regularization Backpropagation for Solving Pantograph Delay Differential Equations
Khan, Imtiaz; Raja, Muhammad Asif Zahoor; Shoaib, Muhammad; Kumam, Poom; Alrabaiah, Hussam; Shah, Zahir; Islam, Saeed (Institute of Electrical and Electronics Engineers Inc., 2020)In this paper, novel computing paradigm by exploiting the strength of feed-forward artificial neural networks (ANNs) with Levenberg-Marquardt Method (LMM), and Bayesian Regularization Method (BRM) based backpropagation is ... -
Numerical investigation for rotating flow of MHD hybrid nanofluid with thermal radiation over a stretching sheet
Shoaib, Muhammad; Raja, Muhammad Asif Zahoor; Sabir, Muhammad Touseef; Islam, Saeed; Shah, Zahir; Kumam, Poom; Alrabaiah, Hussam (Nature Research, 2020)This research investigates the heat and mass transfer in 3-D MHD radiative flow of water based hybrid nanofluid over an extending sheet by employing the strength of numerical computing based Lobatto IIIA method. Nanoparticles ... -
A stochastic numerical analysis based on hybrid NAR-RBFs networks nonlinear SITR model for novel COVID-19 dynamics
Shoaib, Muhammad; Raja, Muhammad Asif Zahoor; Sabir, Muhammad Touseef; Bukhari, Ayaz Hussain; Alrabaiah, Hussam; Shah, Zahir; Kumam, Poom (Elsevier Ireland Ltd., 2021)Background: Mathematical modeling of vector-borne diseases and forecasting of epidemics outbreak are global challenges and big point of concern worldwide. The outbreaks depend on different social and demographic factors ...