Journal Articles

José Nύñez-Kasaneva; Boris Karanov; Alex Alvarado; Gabriele Liga

Blind Equalization in Dynamic PMD Channels Using Variational Autoencoders with LSTM. Published in: 2025 Optical Fiber Communications Conference and Exhibition (OFC)

DOI: https://doi.org/10.5281/zenodo.17273355

Sadegh Ghasrizadeh, Prasunika Khare, Nelson Costa, Marc Ruiz, Antonio Napoli, Joao Pedro, Luis Velasco

Digital Twin-Assisted Lightpath Provisioning and Nonlinear Mitigation in C+L+S Multiband Optical Networks

DOI: doi.org/10.3390/s24248054

Yousuf Moiz Ali, Jaroslaw E. Prilepsky, Nicola Sambo, João Pedro, Mohammad M. Hosseini, Antonio Napoli, Sergei K. Turitsyn, Pedro Freire

Pre-, In-, and Post-Processing Class Imbalance Mitigation Techniques for Failure Detection in Optical Networks. Published in: arxiv

DOI: https://doi.org/10.48550/arXiv.2507.21119

Malik, G.; Dipto, I.C.; Masood, M.U.; Mohamed, M.C.; Straullu, S.; Bhyri, S.K.; Galimberti, G.M.; Napoli, A.; Pedro, J.; Wakim, W.; et al.

Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring. Published in: AI (MDPI)

DOI: 10.3390/ai6070131

Gulmina Malik; Muhammad Umar Masood; Renato Ambrosone; Imran Chowdery Dipto; Mashboob Cheruvakkadu Mohamed; Ahtisham Al

Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring. Published in: 25th Anniversary International Conference on Transparent Optical Networks (ICTON)

DOI: 10.1109/ICTON67126.2025.11125473

Gulmina Malik; Imran Chowdhury Dipto; Muhammad Umar Masood; Mashboob Cheruvakkadu Mohamed; Stefano Straullu; Sai Kishore Bhyri

Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning. Published in: 2025 International Conference on Optical Network Design and Modeling (ONDM)

DOI: 10.23919/ONDM65745.2025.11029222

Mashboob Cheruvakkadu Mohamed; Muhammad Umar Masood; Imran Chowdhury Dipto; Renato Ambrosone; Gulmina Malik; Stefano Straullu

Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin Published in: 2025 International Conference on Optical Network Design and Modeling (ONDM)

DOI: 10.23919/ONDM65745.2025.11029222

Sadegh Ghasrizadeh, Marc Ruiz, and Luis Velasco

OCATA Optical Multiband Time Domain Digital Twin: Supporting Lightpath Provisioning with NLI Mitigation in Multiband Optical Networks. Published in: 25th Anniversary International Conference on Transparent Optical Networks (ICTON)

DOI: 10.1109/ICTON67126.2025.11125019

Sadegh Ghasrizadeh, Nelson Costa, Marc Ruiz, Antonio Napoli, Joao Pedro and Luis Velasco

Creating and Tuning Multiband Optical Transmission Digital Twin Lightpath Models. Presented in: 2025 International Conference on Optical Network Design and Modeling (ONDM)

DOI: https://doi.org/10.5281/zenodo.17277285

Lu, Xiang

Optimizing multicast services in Flexible-Rate Passive Optical Networks. Published in: 25th Anniversary International Conference on Transparent Optical Networks (ICTON)

DOI: 10.1109/ICTON67126.2025.11125100

Khalid, Rana Ahmad Bilal

Efficient and Robust Semantic Image Communication via Stable Cascade International Conference on Machine Learning (ICML), Vancouver, 2025.

DOI: https://doi.org/10.5281/zenodo.17281324

P. Gonzalez; S. Ghasrizadeh; S. Barzegar; H. Shakespear-Miles; M. Ruiz; L. Velasco

Demonstrating Lightpath Operation with the OCATA Digital Twin in Multiband Optical Networks. Published in: 25th Anniversary International Conference on Transparent Optical Networks (ICTON)

DOI: 10.1109/ICTON67126.2025.11125283

Xiang Lu, Xinshui Wei, Zhiyuan Zhong, Jun Li, and Luis Velasco

Traffic-aware ONU grouping and downstream bandwidth allocation for multicast services in flexible-rate PONs. Published in: Journal of Optical Communications and Networking Vol. 17, Issue 9, pp. 757-770 (2025)

DOI: https://doi.org/10.1364/JOCN.562901

Yousuf Moiz Ali, Jaroslaw E. Prilepsky, Nicola Sambo, João Pedro, Mohammad M. Hosseini, Antonio Napoli, Sergei K. Turitsyn, and Pedro Freire,

From Data to Decision: A Multi-Stage Framework for Class Imbalance Mitigation in Optical Network Failure Analysis. Vol. 18, Issue 1, pp. 42-58 (2026) J. Opt. Commun. Netw.

DOI: https://doi.org/10.1364/JOCN.576774