Ali, O. M., Radwan, A. M. A., Radwan, O. M. A., Elsherbini, M. M. (2026). Proactive soft-failure prediction in optical transport networks via physics-inspired features and Infrastructure-as-Code orchestration. Scientific Reports. https://doi.org/10.1038/s41598-026-52186-3