| Author(s) | Title | Publication/publication from Conference | Link/s | Status |
|---|---|---|---|---|
| L. Z. Khan, J. Pedro, N. Costa, A. Sgambelluri, A. Napoli and N. Sambo, | Model and data-centric machine learning algorithms to address data scarcity for failure identification | Journal of Optical Communications and Networking, vol. 16, no. 3, pp. 369-381, March 2024 | https://www.iris.sssup.it/retrieve/7063308e-b45b-45e8-8942-e0a80646e7c0/Model_and_Data_centric_Machine_Learning_Algorithms_to_Address_Data_Scarcity_for_Failure_Identification__cleaned_v4_0_%20%281%29.pdf | Open Access |
| M. Devigili, M. Ruiz, N. Costa, C. Castro, A. Napoli, J. Pedro, L. Velasc | Applications of the OCATA time domain digital twin: from QoT estimation to failure management | Journal of Optical Communications and Networking Vol. 16, Issue 2, pp. 221-232 (2024) | https://zenodo.org/records/10514703 and https://doi.org/10.1364/jocn.507128 | Open Access |
| Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky | Parallelization of Recurrent Neural Network-Based Equalizer for Coherent Optical Systems via Knowledge Distillation | Journal of Lightwave Technology Year: 2023 | Early Access Article JOURNAL OF LIGHTWAVE TECHNOLOGY , VOL. Y, NO. X, NOVEMBER 2023 | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10333336 | Open Access |
| Pedro J Freire, Sasipim Srivallapanondh, Michael Anderson, Bernhard Spinnler, Thomas Bex, Tobias A Eriksson, Antonio Napoli, Wolfgang Schairer, Nelson Costa, Michaela Blott, Sergei K Turitsyn and Jaroslaw E Prilepsky | Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays | Journal of Lightwave Technology, vol. 41, no. 12, pp. 3797-3815 | https://ieeexplore.ieee.org/abstract/document/10113728 | Open Access |
| Lareb Zar Khan, Joao Pedro, Nelson Costa, Antonio Napoli, Lorenzo De Marinis, and Nicola Sambo | Data Augmentation to Improve Performance of Neural Networks for Failure Management in Optical Networks | Journal of Optical Communications and Networking, Volume 15, Issue 1 | https://www.iris.sssup.it/handle/11382/551671 & 10.1364/jocn.472605 | Open Access |
| Nicola Sambo; Bruno Correia; Antonio Napoli; João Pedro; Leily Kiani; Piero Castoldi; Vittorio Curri | Network upgrade exploiting multi band: S- or E-band? | Journal of Optical Communications and Networking, Volume 14, Issue 9, September 2022 | https://www.iris.sssup.it/retrieve/6b810043-45a6-4802-bddd-f961e9837c35/Journal_NetworkUpgrade__Camera_ready_.pdf | Open Access |
Designing the next generation of high-capacity optical networks
An interdisciplinary field of high industrial importance
