Gabriele Galimberti

ADVA Optical Networking (Germany) — Germany

Engineering · Physical Sciences

17h-index1.1kcitations117works1.12yr avg
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Research Topics

Optical Network Technologies(77), Advanced Optical Network Technologies(74), Advanced Photonic Communication Systems(68), Semiconductor Lasers and Optical Devices(16), Software-Defined Networks and 5G(12)

Publications116 total

Failure Prediction in Optical Transport Networks Through the Integration of Digital Twins and Deep Learning
Journal of Lightwave Technology·2026Open Access
Combining Machine Learning and the GN Model for Fast NLI Prediction in Dispersion-Managed Links
2025
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring
2025
Digital Twin-Integrated Binary Classifier ML Model for EDFA Failure Prediction
2025
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning
2025· 1 citedOpen Access
Spatially Disaggregated Modelling of Coherent Cross-Channel Interference in Dispersion-Managed Optical Links
2025
Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring
2025Open Access
Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring
AI·2025· 2 citedOpen Access
Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring
Preprints.org·2025Open Access
Machine Learning Agents Leveraging Digital Twins for Failure Prediction in Optical Networks
2025
Machine Learning for Predictive Multi-Event Detection in Fiber Optic Systems
2025· 2 cited
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin
2025· 1 citedOpen Access
Spatially Disaggregated Approach to Cross-Channel Interference in Dispersion-Managed Optical Links
2025· 3 cited
Local and global optimization methods for optical line control based on quality of transmission
Journal of Optical Communications and Networking·2024· 7 cited
Gain Profile Characterization and Modeling for Dual-Stage EDFA Abstraction and Control
IEEE Photonics Technology Letters·2023· 6 citedOpen Access
On the Characterization of PDL Distribution in Wavelength Selective Switches
2023
Disaggregated Statistical Characterization of the PDL Impairment on the Optical Signal-to-Noise Ratio
2023· 1 cited
Gain profile characterization and modelling for an accurate EDFA abstraction and control
arXiv (Cornell University)·2023Open Access
Local vs. Global Optimization for Optical Line System Control in Disaggregated Networks
2023· 2 cited
Experimental Probing and Modeling of the PDL Impact on the Optical Signal-to-Noise Ratio
2023· 1 cited
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Frequent Co-authors

Vittorio Curri(26), Giovanni Martinelli(17), Alessio Ferrari(14), Stefano Piciaccia(14), Alberto Tanzi(14), Stefano Straullu(12), Gert Grammel(11), Andrea D’Amico(11), Andrea Zanardi(11), Elio Salvadori(10), Giacomo Borraccini(10), Esther Le Rouzic(8), Mark Filer(7), Jan Kundrát(7), A. Nespola(7), D. La Fauci(7), Miguel Razo(7), Marco Tacca(7), Andrea Fumagalli(7), Karthikeyan Balasubramanian(6)