3 papers
hep-th2025
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…
eess.IV2025
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…
quant-ph2024
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…