Real-time control design and implementation of ball balancer system based on machine learning and machine vision. - Mohamed R. Elshamy; Belal Abozalam; Amged Sayed; Essam Nabil (Concurr. Comput. Pract. Exp., 2022)

Efficient deep learning models for brain tumor detection with segmentation and data augmentation techniques. - Mohamed R. Shoaib; Mohamed R. Elshamy; Taha E. Taha; Adel S. El-Fishawy; Fathi E. Abd El-Samie (Concurr. Comput. Pract. Exp., 2022)

Fine-Grained Clustering-Based Power Identification for Multicores. - Mohamed R. Elshamy; Mehdi Elahi; Ahmad Patooghy; Abdel-Hameed A. Badawy (IGSC, 2024)

p-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving. - Mohamed R. Elshamy; Heba M. Emara; Mohamed R. Shoaib; Abdel-Hameed A. Badawy (HPEC, 2024)

Cluster-BPI: Efficient Fine-Grain Blind Power Identification for Defending against Hardware Thermal Trojans in Multicore SoCs. - Mohamed R. Elshamy; Mehdi Elahi; Ahmad Patooghy; Abdel-Hameed A. Badawy (IPCCC, 2024)

Matter: Multi-Stage Adaptive Thermal Trojan for Efficiency & Resilience Degradation. - Mehdi Elahi; Mohamed R. Elshamy; Abdel-Hameed A. Badawy; Mahdi Fazeli; Ahmad Patooghy (ISQED, 2025)

CPINN-ABPI: Physics-Informed Neural Networks for Accurate Power Estimation in MPSoCs. - Mohamed R. Elshamy; Mehdi Elahi; Ahmad Patooghy; Abdel-Hameed A. Badawy (CoRR, 2025)

iThermTroj: Exploiting Intermittent Thermal Trojans in Multi-Processor System-on-Chips. - Mehdi Elahi; Mohamed R. Elshamy; Abdel-Hameed A. Badawy; Ahmad Patooghy (CoRR, 2025)