Ali Mostafa A Radwan - JoVE Visualize

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Scientific Reports|May 25, 2026

Proactive soft-failure prediction in optical transport networks via physics-inspired features and Infrastructure-as-Code orchestrationOla Mohammed Ali, Ali Mostafa A Radwan, Omar Mostafa A Radwan, et al.

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Scientific Reports|May 25, 2026

Proactive soft-failure prediction in optical transport networks via physics-inspired features and Infrastructure-as-Code orchestrationOla Mohammed Ali, Ali Mostafa A Radwan, Omar Mostafa A Radwan, et al.

Pageof 1