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Jamshaid Ul Rahman on Muck Rack

Jamshaid Ul Rahman

As seen in: Nature, MDPI
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Articles

A deep learning approach for solving a fractional order Monkeypox transmission model using a harmonic neural network optimized with SGDM

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By Abdul Mannan, Jamshaid Ul Rahman, Ebraheem Alzahrani, Osman Abubakar Fiidow, Nimra Shoket
| Nature Verified
Abstract This study investigates the transmission dynamics of Monkeypox disease using a Harmonic neural network (HNN) framework optimized through stochastic gradient descent with momentum (SGDM). The proposed HNN-SGDM approach is applied to a nonlinear Monkeypox model consisting of nine coupled differential equations describing the interactions between human and rodent populations.
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Artificial Neural Network-Based Approach for Dynamic Analysis and Modeling of Marburg Virus Epidemics for Health Care

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By Jamshaid Ul Rahman, Umar Ishtiaq, Noreen Mustafa, Ioan-Lucia Popa
| MDPI
Novel MVD Transmission Model: Incorporates the non-human class, vaccine efficacy, and treatment failure variability. Optimized deep neural network: Designed for robustness and prevention of overfitting in the proposed MVD model. Accuracy and stability: Overlapping outcomes with reference results validate the optimized deep neural network algorithm. Efficient handling of non-linear systems: The optimized DNN effectively tackles complex dynamical models.
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Design of Periodic Neural Networks for Computational Investigations of Nonlinear Hepatitis C Virus Model Under Boozing

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By Abdul Mannan, Jamshaid Ul Rahman, Quaid Iqbal, Rubiqa Zulfiqar
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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