Emmanuel Seve

Transfer Learning Using ANN for G-OSNR Estimation in WDM Network Topologies

Jelena Pesic, Matteo Lonardi, T. Zami, 2020 .

Semi-Analytical Model for the Performance Estimation of 100Gb/s PDM-QPSK Optical Transmission Systems without Inline Dispersion Compensation and Mixed Fiber Types

Jean-Christophe Antona, Olivier Rival, Sebastien Bigo, 2013 .

Automated Fiber Type Identification

Sébastien Bigo, Yvan Pointurier, Jelena Pesic, 2018, 2018 European Conference on Optical Communication (ECOC).

Accurate QoT Estimation by Means of a Reduction of EDFA Characteristics Uncertainties with Machine Learning

Yvan Pointurier, Jelena Pesic, Emmanuel Seve, 2020, 2020 International Conference on Optical Network Design and Modeling (ONDM).

Automated Fiber Type Identification in SDN-Enabled Optical Networks

Sébastien Bigo, Alessio Giorgetti, Andrea Sgambelluri, 2019, Journal of Lightwave Technology.

How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks

Thierry Zami, Yvan Pointurier, N. Rossi, 2020, 2020 Optical Fiber Communications Conference and Exhibition (OFC).

Interactive Automated Fiber Type Identification

Sébastien Bigo, Alessio Giorgetti, Andrea Sgambelluri, 2018, 2018 European Conference on Optical Communication (ECOC).

Design and Performance Prediction in Meshed Networks with Mixed Fiber Types

Sebastien Bigo, Emmanuel Seve, Petros Ramantanis, 2008, OFC/NFOEC 2008 - 2008 Conference on Optical Fiber Communication/National Fiber Optic Engineers Conference.

System design tool for high bit rate terrestrial transmission systems with coherent detection

Bruno Lavigne, Jean-Christophe Antona, Olivier Rival, 2013, Bell Labs Technical Journal.

Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds

Yvan Pointurier, Jelena Pesic, Emmanuel Seve, 2021, IEEE/OSA Journal of Optical Communications and Networking.