Author

Mostafa Gamal

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#reinforcement learning Open access Oct 2026

Real-time optimization of urban traffic using predictive algorithms

Urban traffic congestion remains a critical challenge in modern cities, contributing to increased travel times, environmental pollution, and economic inefficiencies. This research paper explores the application of predictive algorithms for real-time optimization of urban traffic flow, aiming to enhance mobility and red...

Mostafa Gamal, O. A. Ibrahim · Scientific Reports · 0 citations

Open access Sep 2026

Frequency-aware transformer networks for robust and generalizable EEG-based seizure detection

This work proposes BrainXNet, a novel multi-scale spectro-temporal attention framework that unifies local feature extraction, frequency-aware representation learning, and global temporal modeling within a single architecture and bridges the gap between high-performance experimental models and practical deployment in di...

Mostafa Gamal, Mustafa Abdel-Wanes · Scientific Reports · 0 citations