Mode Coupling Analysis of Hollow Ring-Core Fibers for OAM Transmission. - Matteo Lonardi; Gianluca Guerra; Leonardo Marcon; Reza Mirzaei Nejad; Marco Santagiustina; Andrea Galtarossa; Leslie A. Rusch; Alberto Bononi; Luca Palmieri 001 (ECOC, 2017)

Power Spectral Density Estimation in Dispersion Unmanaged Coherent Metro Networks. - Matteo Lonardi; Petros Ramantanis; Philippe Jennevé; Sébastien Bigo (OFC, 2019)

Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks. - Jelena Pesic; Matteo Lonardi; Emmanuel Seve; Nicola Rossi; Thierry Zami (ECOC, 2020)

How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks. - Jelena Pesic; Matteo Lonardi; Nicola Rossi; Thierry Zami; Emmanuel Seve; Yvan Pointurier (OFC, 2020)

Estimating Network Components Polarization-Dependent Loss Using Performance Statistical Measurements. - Joana Girard-Jollet; Matteo Lonardi; Petros Ramantanis; Paolo Serena; Chiara Lasagni; Patricia Layec; Jean-Christophe Antona (ECOC, 2021)

Kerr Nonlinearity Dominance Diagnostic for Polarization-Dependent Loss Impaired Optical Transmissions. - Matteo Lonardi; Paolo Serena; Petros Ramantanis; Nicola Rossi; Simone Musetti (ECOC, 2021)

Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks. - Matteo Lonardi; Jelena Pesic; Thierry Zami; Emmanuel Seve; Nicola Rossi (JOCN, 2021)

Non-Linear Effects of WDM Transmission versus Optical Routing Impairments: Does One Prevail at Network Level? - Thierry Zami; Matteo Lonardi; Nicola Rossi; Bruno Lavigne (OFC, 2022)

Locating Fiber Loss Anomalies with a Receiver-side Monitoring Algorithm exploiting Cross-Phase Modulation. - Paolo Serena; Chiara Lasagni; Alberto Bononi; Fabien Boitier; Alix May; Petros Ramantanis; Matteo Lonardi (OFC, 2023)

Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation. - Isaia Andrenacci; Matteo Lonardi; Petros Ramantanis; Elie Awwad; Ekhiñe Irurozki; Stéphan Clémençon (ONDM, 2023)

Computer Vision for Anomaly Detection in Optical Networks with State of Polarization Image Data: Opportunities and Challenges. - Khouloud Abdelli; Matteo Lonardi; Jürgen Gripp; Samuel Olsson; Fabien Boitier; Patricia Layec (ICTON, 2024)

Anomaly Detection and Localization in Optical Networks Using Vision Transformer and SOP Monitoring. - Khouloud Abdelli; Matteo Lonardi; Jürgen Gripp; Diego Correa; Samuel Olsson; Fabien Boitier; Patricia Layec (OFC, 2024)

Machine Learning-Driven Low-Complexity Optical Power Optimization for Point-to-Point Links. - Isaia Andrenacci; Matteo Lonardi; Petros Ramantanis; Elie Awwad; Ekhiñe Irurozki; Stéphan Clémençon; Paolo Serena; Chiara Lasagni; Sébastien Bigo; Patricia Layec (OFC, 2024)

Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks. - Khouloud Abdelli; Matteo Lonardi; Jürgen Gripp; Samuel Olsson; Fabien Boitier; Patricia Layec (CoRR, 2024)

Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks. - Khouloud Abdelli; Matteo Lonardi; Jürgen Gripp; Samuel Olsson; Fabien Boitier; Patricia Layec (CoRR, 2024)

Risky event classification leveraging transfer learning for very limited datasets in optical networks. - Khouloud Abdelli; Matteo Lonardi; Jürgen Gripp; Samuel Olsson; Fabien Boitier; Patricia Layec (J. Opt. Commun. Netw., 2024)

Machine-learning-based technique to establish ASE or Kerr impairment dominance in optical transmission. - Isaia Andrenacci; Matteo Lonardi; Petros Ramantanis; Elie Awwad; Ekhiñe Irurozki; Stéphan Clémençon; Sylvain Almonacil (J. Opt. Commun. Netw., 2024)

Dual-Mentor Guided Incremental Learning for Robust Anomaly Detection in Optical Networks. - Khouloud Abdelli; Matteo Lonardi; Fabien Boitier; D. Correa; Jürgen Gripp; S. Olsson; Patricia Layec (OFC, 2025)

Detection of Fiber Macro-Bending Anomalous Events in Operator Networks. - Petros Ramantanis; Sébastien Bigo; Fabien Boitier; Armen Aghasaryan; Camille Delezoide; Matteo Lonardi; Patricia Layec; Allain Legacy; Sylvain Chenard; Eliana Vercelli; Giovanni Bellotti (OFC, 2025)