From the 1 of 10 linked papers with an AI index.
10 papers
Quantum PDE Solvers in Practice: Application-Driven Benchmarking of the Heat Equation
Mahmoud Elkarargy, Abdelaziz Rahwan, Abdelrahman Elsayed +1
The paper introduces a reproducible benchmark for solving the 1‑D Dirichlet heat equation on quantum computers, comparing eleven different quantum PDE solver kernels across various…
Beyond Data-Driven: How Physics-Informed Neural Networks are Reshaping Multi-Physics Design and Discovery
Amir H. M. Labeb, Basmala Sallam, Abdelrahman W. Elsayed +3
Physics-informed neural networks (PINNs) constitute a rapidly maturing class of scientific machine learning models in which the governing equations of a physical system are embedde…
MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis
Abdelrahman Elsayed, Ahmed Jaheen, Mohammad Yaqub
Automated brain tumor segmentation in multi-parametric MRI remains a critical yet underserved challenge in resource-constrained clinical settings, where deep 3D networks requiring…
Robust and Calibrated Detection of Authentic Multimedia Content
Sarim Hashmi, Abdelrahman Elsayed, Mohammed Talha Alam +2
Generative models can synthesize highly realistic content, so-called deepfakes, that are already being misused at scale to undermine digital media authenticity. Current deepfake de…
EgMM-Corpus: A Multimodal Vision-Language Dataset for Egyptian Culture
Mohamed Gamil, Abdelrahman Elsayed, Abdelrahman Lila +4
Despite recent advances in AI, multimodal culturally diverse datasets are still limited, particularly for regions in the Middle East and Africa. In this paper, we introduce EgMM-Co…
EMedNeXt: An Enhanced Brain Tumor Segmentation Framework for Sub-Saharan Africa using MedNeXt V2 with Deep Supervision
Ahmed Jaheen, Abdelrahman Elsayed, Damir Kim +8
Brain cancer affects millions worldwide, and in nearly every clinical setting, doctors rely on magnetic resonance imaging (MRI) to diagnose and monitor gliomas. However, the curren…