Mohamed Hussien Moharam, Omar Hany, Ahmed Hany, Amenah Mahmoud, Mariam Mohamed, Sohila Saeed. "Anomaly detection using machine learning and adopted digital twin concepts in radio environments." Scientific Reports, 2025. doi:10.1038/s41598-025-02759-5