Zulqurnain Sabir

A Two-Hidden-Layer Shallow Neural Network for Solving the Nonlinear Rumor Spreading Model

Motive: The design of a shallow neural network with two hidden layers is presented for solving a mathematical rumor spreading model, which is divided into exposed, stiflers, and ignorant. Method: A structure of shallow neural networks is designed using two-hidden layers taking lo...

Fractional Order Modeling and Neural Network Solutions for Diabetes Mellitus: Capturing Complexity and Memory Effects in Population Dynamics

Motivation: The present study provides the numerical solutions of the diabetes mellitus model based on its difficulties in a population by executing a robust stochastic neural network structure. The study related to fractional order derivatives is considered more significant as t...