112 citations · 293 across the 11 of their papers we have counts for
11 papers
Constructing the Padmanabhan Holographic Model in a BIonic System
Alireza Sepehri, Muhammad Al-Zafar Khan
Recently, Padmanabhan has argued that a difference between the number of degrees of freedom on the surface and the number in a bulk causes the expansion of the universe. We can rec…
FedQNN: Federated Learning using Quantum Neural Networks
Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio +2
In this study, we explore the innovative domain of Quantum Federated Learning (QFL) as a framework for training Quantum Machine Learning (QML) models via distributed networks. Conv…
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks
Muhammad Al-Zafar Khan, Abdullah Al Omar Galib, Nouhaila Innan +1
Accurate classification of brain tumors from MRI scans is critical for effective treatment planning. This study presents a Hybrid Quantum Convolutional Neural Network (HQCNN) that…
Financial Fraud Detection using Quantum Graph Neural Networks
Nouhaila Innan, Abhishek Sawaika, Ashim Dhor +7
Financial fraud detection is essential for preventing significant financial losses and maintaining the reputation of financial institutions. However, conventional methods of detect…
Quantum State Tomography using Quantum Machine Learning
Nouhaila Innan, Owais Ishtiaq Siddiqui, Shivang Arora +6
Quantum State Tomography (QST) is a fundamental technique in Quantum Information Processing (QIP) for reconstructing unknown quantum states. However, the conventional QST methods a…
Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models
Nouhaila Innan, Muhammad Al-Zafar Khan, Mohamed Bennai
In this research, a comparative study of four Quantum Machine Learning (QML) models was conducted for fraud detection in finance. We proved that the Quantum Support Vector Classifi…
Lie Symmetry Analysis of the Einstein-Maxwell Equations for Quark Stars
Muhammad Al-Zafar Khan, Riven Narain
We derive the Lie point symmetries for the MIT Bag Model for quark stars in relativistic astrophysics. Four cases of reduction arise; three cases of specific values of the measure…
Conservation Laws for the Nonlinear Klein-Gordon Equation in (1+1)-, (2+1), and (3+1)-dimensions
Muhammad Al-Zafar Khan
We study soliton solutions to the Klein-Gordon equation via Lie symmetries and the travelling-wave ansatz. It is shown, by taking a linear combination of the spatial and temporal L…
Soliton Solutions and Conservation Laws for a Self-interacting Scalar Field in \(ϕ^{4}\) Theory
Muhammad Al-Zafar Khan, Mervlyn Moodley, Francesco Petruccione
We calculate soliton solutions to the scalar field equation of motion that arises for the 4th-order extended Lagrangian (\(ϕ^{4}\) theory) in quantum field theory using the extende…
Electronic Structure Calculations using Quantum Computing
Nouhaila Innan, Muhammad Al-Zafar Khan, Mohamed Bennai
The computation of electronic structure properties at the quantum level is a crucial aspect of modern physics research. However, conventional methods can be computationally demandi…
Classical-to-Quantum Sequence Encoding in Genomics
Nouhaila Innan, Muhammad Al-Zafar Khan
DNA sequencing allows for the determination of the genetic code of an organism, and therefore is an indispensable tool that has applications in Medicine, Life Sciences, Evolutionar…