| Inverse system design using machine learning: the Raman amplifier case D Zibar, AMR Brusin, UC de Moura, F Da Ros, V Curri, A Carena Journal of Lightwave Technology 38 (4), 736-753, 2020 | 84 | 2020 |
| Multi–band programmable gain Raman amplifier UC De Moura, MA Iqbal, M Kamalian, L Krzczanowicz, F Da Ros, ... Journal of Lightwave Technology 39 (2), 429-438, 2020 | 52 | 2020 |
| Introducing load aware neural networks for accurate predictions of Raman amplifiers AMR Brusin, UC de Moura, V Curri, D Zibar, A Carena Journal of Lightwave Technology 38 (23), 6481-6491, 2020 | 28 | 2020 |
| Experimental characterization of Raman amplifier optimization through inverse system design UC de Moura, F Da Ros, AMR Brusin, A Carena, D Zibar Journal of Lightwave Technology 39 (4), 1162-1170, 2021 | 27 | 2021 |
| Ultra-long-haul WDM transmission in a reduced inter-modal interference NANF hollow-core fiber A Nespola, SR Sandoghchi, L Hooper, M Alonso, TD Bradley, H Sakr, ... Optical Fiber Communication Conference, F3B. 5, 2021 | 24 | 2021 |
| Enhanced resilience towards ROADM-induced optical filtering using subcarrier multiplexing and optimized bit and power loading AMR Brusin, FP Guiomar, A Lorences-Riesgo, PP Monteiro, A Carena Optics Express 27 (21), 30710-30725, 2019 | 19 | 2019 |
| Fiber-agnostic machine learning-based Raman amplifier models UC de Moura, D Zibar, AMR Brusin, A Carena, F Da Ros Journal of Lightwave Technology 41 (1), 83-95, 2022 | 16 | 2022 |
| Simultaneous gain profile design and noise figure prediction for Raman amplifiers using machine learning UC de Moura, AMR Brusin, A Carena, D Zibar, F Da Ros Optics Letters 46 (5), 1157-1160, 2021 | 14 | 2021 |
| An ultra-fast method for gain and noise prediction of Raman amplifiers AMR Brusin, V Curri, D Zibar, A Carena 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 12 | 2019 |
| Experimental demonstration of arbitrary Raman gain–profile designs using machine learning UC de Moura, F Da Ros, AMR Brusin, A Carena, D Zibar Optical Fiber Communication Conference, T4B. 2, 2020 | 10 | 2020 |
| Optimization of a hybrid EDFA-Raman C+ L band amplifier through neural-network models F Da Ros, UC de Moura, RS Luis, G Rademacher, BJ Puttnam, ... Optical Fiber Communication Conference, Tu1E. 5, 2021 | 9 | 2021 |
| Load aware Raman gain profile prediction in dynamic multi-band optical networks AMR Brusin, UC De Moura, A D'Amico, V Curri, D Zibar, A Carena 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 9 | 2020 |
| Reducing ROADM filtering penalties using subcarrier multiplexing with offline bit and power loading FP Guiomar, A Lorences-Riesgo, AMR Brusin, DF Morillo, A Carena, ... 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 9 | 2018 |
| Machine learning for power profiles prediction in presence of inter-channel stimulated Raman scattering AMR Brusin, MR Zefreh, P Poggiolini, S Piciaccia, F Forghieri, A Carena 2021 European Conference on Optical Communication (ECOC), 1-4, 2021 | 7 | 2021 |
| Online versus offline optimization methods for Raman amplifier optimization UC de Moura, T Pinto, AMR Brusin, A Carena, A Napoli, D Zibar, ... 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022 | 4 | 2022 |
| Machine learning applied to inverse systems design UC De Moura, F Da Ros, D Zibar, AMR Brusin, A Carena 2022 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2022 | 4 | 2022 |
| Generalization properties of machine learning-based Raman models UC de Moura, D Zibar, AMR Brusin, A Carena, F Da Ros 2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021 | 4 | 2021 |
| Neural network modeling of bismuth-doped fiber amplifier A Donodin, UC De Moura, AMR Brusin, E Manuylovich, V Dvoyrin, ... Journal of the European Optical Society-Rapid Publications 19 (1), 4, 2023 | 2 | 2023 |
| Advancing classical and quantum communication systems with machine learning D Zibar, UC Moura, HM Chin, AMR Brusin, N Jain, F Da Ros, S Kleis, ... Optical Fiber Communication Conference, W1K. 1, 2020 | 2 | 2020 |
| Multi-band programmable gain Raman amplifier for high-capacity optical networks UC De Moura, MA Iqbal, M Kamalian, L Krzczanowicz, F Da Ros, ... 2021 IEEE Photonics Conference (IPC), 1-2, 2021 | 1 | 2021 |
