| Inverse system design using machine learning: the Raman amplifier case D Zibar, AM Rosa Brusin, UC de Moura, F Da Ros, V Curri, A Carena Journal of Lightwave Technology 38 (4), 736-753, 2019 | 109 | 2019 |
| 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 | 58 | 2020 |
| Demonstration of EDFA cognitive gain control via GMPLS for mixed modulation formats in heterogeneous optical networks J Oliveira, A Caballero, E Magalhães, U Moura, R Borkowski, G Curiel, ... Optical Fiber Communication Conference, OW1H. 2, 2013 | 46 | 2013 |
| EDFA adaptive gain control effect analysis over an amplifier cascade in a DWDM optical system UC de Moura, JRF Oliveira, JCRF Oliveira, AC César 2013 SBMO/IEEE MTT-S International Microwave & Optoelectronics Conference …, 2013 | 44 | 2013 |
| Introducing load aware neural networks for accurate predictions of Raman amplifiers AM Rosa Brusin, UC de Moura, V Curri, D Zibar, A Carena Journal of Lightwave Technology 38 (23), 6481-6491, 2020 | 35 | 2020 |
| Cognitive methodology for optical amplifier gain adjustment in dynamic DWDM networks U Moura, M Garrich, H Carvalho, M Svolenski, A Andrade, AC Cesar, ... Journal of Lightwave Technology 34 (8), 1971-1979, 2016 | 35 | 2016 |
| Experimental characterization of Raman amplifier optimization through inverse system design UC de Moura, FD Ros, AMR Brusin, A Carena, D Zibar Journal of Lightwave Technology 39 (4), 1162-1170, 2021 | 34 | 2021 |
| Self-adaptive erbium-doped fiber amplifiers using machine learning EA Barboza, CJA Bastos-Filho, JF Martins-Filho, UC de Moura, ... 2013 SBMO/IEEE MTT-S International Microwave & Optoelectronics Conference …, 2013 | 31 | 2013 |
| Machine learning-based EDFA gain model generalizable to multiple physical devices F Da Ros, UC De Moura, MP Yankov 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 30 | 2020 |
| Power evolution modeling and optimization of fiber optic communication systems with EDFA repeaters MP Yankov, UC De Moura, F Da Ros Journal of Lightwave Technology 39 (10), 3154-3161, 2021 | 25 | 2021 |
| 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 | 24 | 2022 |
| Estimating EDFA output power with an efficient numerical modeling framework Y Fei, A Fumagalli, M Garrich, B Sarti, U Moura, NG González, J Oliveira 2015 IEEE international conference on communications (ICC), 5222-5227, 2015 | 24 | 2015 |
| Flexible Raman amplifier optimization based on machine learning-aided physical stimulated Raman scattering model MP Yankov, F Da Ros, UC de Moura, A Carena, D Zibar Journal of Lightwave Technology 41 (2), 508-514, 2022 | 22 | 2022 |
| Local and global approaches for the adaptive control of a cascade of amplifiers EA Barboza, CJA Bastos-Filho, JFM Filho, MJ da Silva, LD Coelho, ... Photonic Network Communications 33, 194-207, 2017 | 22 | 2017 |
| SDN-enabled EDFA gain adjustment cognitive methodology for dynamic optical networks U Moura, M Garrich, H Carvalho, M Svolenski, A Andrade, F Margarido, ... 2015 European Conference on Optical Communication (ECOC), 1-3, 2015 | 21 | 2015 |
| Simultaneous gain profile design and noise figure prediction for Raman amplifiers using machine learning UC de Moura, AM Rosa Brusin, A Carena, D Zibar, F Da Ros Optics Letters 46 (5), 1157-1160, 2021 | 19 | 2021 |
| Mapping EDFA noise figure and gain flatness over the power mask using neural networks CJA Bastos-Filho, EA Barboza, JF Martins-Filho, UC de Moura, ... Journal of Microwaves, Optoelectronics and Electromagnetic Applications …, 2013 | 17 | 2013 |
| Hybrid EDFA/Raman Amplification Topology for Repeaterless 4.48 Tb/s (40112 Gb/s DP-DQPSK) Transmission Over 302 Km of G.652 Standard Single Mode Fiber JRF de Oliveira, UC de Moura, GER de Paiva, AP de Freitas, ... Journal of Lightwave Technology 31 (16), 3099-3108, 2013 | 16 | 2013 |
| Caracterizador automatizado de máscara de potência de amplificadores ópticos para redes wdm reconfiguráveis UC Moura, JRF Oliveira, RL Amgarten, GER Paiva, J Oliveira XXX Brazilian symposium on telecommunication, Brasilia, Brazil, 2012 | 16 | 2012 |
| Power evolution prediction and optimization in a multi-span system based on component-wise system modeling MP Yankov, UC de Moura, F Da Ros 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 14 | 2020 |
Darko ZibarProfessor, Group leader Machine Learning in Photonic Systems,Technical University of Denmark確認したメール アドレス: fotonik.dtu.dk