| Speaker/s & Author/s | Talk/Poster | Conference |
|---|---|---|
| Darko ZIBAR | Noise in OFC using machine learning techniques | Lille/EPFL: 17-18 November 2021, Lille, France: Optical Frequency Combs: From fundamentals to Application |
| Francesco DA ROS | Solving photonics problems with machine learning | OSA Student Chapter University of Warsaw |
| Francesco DA ROS | Machine Learning in Photonics | FOAN 2021 |
| Nicola SAMBO | Multi-band optical networking | IEEE Summer Topicals 2021 |
| Sergei K. TURITSYN, Vladislav Neskorniuk, Andrea Carnio, Vinod Bajaj, Domenico Marsella, Jaroslaw PRILEPSKIY, Vahid Aref. | End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model | ECOC 2021 |
| Sergei K. TURITSYN, Jaroslaw PRILEPSKIY, Egor Sedov, Pedro Jorge Freire de Carvalho Souza, Igor Chekhovskoy | Neural Networks For Nonlinear Fourier Spectrum Computation | ECOC 2021 |
| Darko ZIBAR | Machine learning for the inverse design of optical amplifiers | ECOC 2021 |
| Luis VELASCO | Applications of machine learning for network control | ECOC 2021 |
| Ognjen Jovanovic, Metodi P Yankov, Francesco Da Ros, Darko ZIBAR | End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth | ECOC 2021 |
| Axel Washington, Luis VELASCO, Llui Gifre RENOM, Marc Ruiz, | Implementing a Machine Learning Function Orchestration | ECOC 2021 |
| Diogo Goncalo Sequeria, Marc Ruiz, Nelson COSTA, Antonio Napoli, Joao PEDRO, Luis VELASCO | Lightweight Optical Constellation Modeling by Concatenating Artificial Neural Networks | ECOC 2021 |
| Rasoul Sadeghi, Bruno Correia, Emamuele Virgilito, Elliot London, Nelson COSTA, Joao PEDRO, Antonio NAPOLI, Vittorio CURRI | Optimized Translucent S-band Transmission in Multi-Band Optical Networks | ECOC 2021 |
| Marc Ruiz, Javier Roman Morales, Diogo Goncalo Sequeria, Luis VELASCO | An Autoencoder-Based Solution for IQ Constellation Analysis | ECOC 2021 |
| Antonio Napoli, Johan Back, Paul Choiseul, Andres Madero, German Garcia, Arthul Mathur, Joao PEDRO, Tobias Eriksson, Warren Sande, Aaron Chase, Fady Masoud, Dave Welch | Live Network Demonstration of Point-to-Multipoint Coherent Transmission for 5G Mobile Transport over Existing Fiber Plant DOI TBA | ECOC 2021 |
| Johan Back, Joao PEDRO, Tobias Schaich, Antonio Napoli, Paul Wright, Aaron Chase, Dave Welch, Andrew Lord | Hubbedness: a Metric to Describe Traffic Flows in Optical Networks and an Analysis of its Impact on Efficiency of Point-to-Multipoint Coherent Transceiver Architectures DOI TBA | ECOC 2021 |
| Andre Souza, Nelson COSTA, Joao PEDRO, Joao Pires | Optimized Deployment of S-band and Raman Amplification to Cost-Effectively Upgrade Wideband Optical Networks DOI TBA | ECOC 2021 |
| Nicola SAMBO, Alessio Ferrari, Antonio Napoli, Joao PEDRO, Leily Sehaar Kiani, Piero Castoldi, Vittorio CURRI | Multiband Seamless Network Upgrade by Exploiting the E-band | ECOC 2021 |
Designing the next generation of high-capacity optical networks
An interdisciplinary field of high industrial importance
