Inverse System Design Using Machine Learning: The Raman Amplifier Case
Zibar, Darko, Rosa Brusin, Ann Margareth, de Moura, Uiara C., Da Ros, Francesco, Curri, Vittorio, Carena, Andrea
Published in Journal of lightwave technology (15.02.2020)
Published in Journal of lightwave technology (15.02.2020)
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Journal Article
Fiber-Agnostic Machine Learning-Based Raman Amplifier Models
de Moura, Uiara C., Zibar, Darko, Brusin, A. Margareth Rosa, Carena, Andrea, Da Ros, Francesco
Published in Journal of lightwave technology (01.01.2023)
Published in Journal of lightwave technology (01.01.2023)
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Journal Article
Optimization of frequency combs spectral-flatness using evolutionary algorithm
Pinto, Thyago, de Moura, Uiara C., Da Ros, Francesco, Krstić, Marko, Crnjanski, Jasna V., Napoli, Antonio, Gvozdić, Dejan M., Zibar, Darko
Published in Optics express (19.07.2021)
Published in Optics express (19.07.2021)
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Journal Article
Neural network modeling of bismuth-doped fiber amplifier
Donodin, Aleksandr, de Moura, Uiara Celine, Brusin, Ann Margareth Rosa, Manuylovich, Egor, Dvoyrin, Vladislav, Da Ros, Francesco, Carena, Andrea, Forysiak, Wladek, Zibar, Darko, Turitsyn, Sergei K.
Published in Journal of the European Optical Society. Rapid publications (2023)
Published in Journal of the European Optical Society. Rapid publications (2023)
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Journal Article
Multi-Band Programmable Gain Raman Amplifier
de Moura, Uiara Celine, Iqbal, Md Asif, Kamalian, Morteza, Krzczanowicz, Lukasz, Da Ros, Francesco, Brusin, Ann Margareth Rosa, Carena, Andrea, Forysiak, Wladek, Turitsyn, Sergei, Zibar, Darko
Published in Journal of lightwave technology (15.01.2021)
Published in Journal of lightwave technology (15.01.2021)
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Journal Article
Local and global approaches for the adaptive control of a cascade of amplifiers
Barboza, Erick de A., Bastos-Filho, Carmelo J. A., Filho, Joaquim F. Martins, da Silva, Marcionilo J., Coelho, Leonardo D., de Moura, Uiara C., de Oliveira, Juliano R. F.
Published in Photonic network communications (01.04.2017)
Published in Photonic network communications (01.04.2017)
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Journal Article
Experimental-based subsystem models for simulation of heterogeneous optical networks
Magalhães, Eduardo, Garrich, Miquel, Moura, Uiara, Nascimento, Lara, Oliveira, Juliano, Bordonalli, Aldário
Published in Journal of Microwaves, Optoelectronics and Electromagnetic Applications (01.12.2014)
Published in Journal of Microwaves, Optoelectronics and Electromagnetic Applications (01.12.2014)
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Journal Article
Machine learning applied to inverse systems design
de Moura, Uiara C., Da Ros, Francesco, Zibar, Darko, Brusin, Ann Margareth Rosa, Carena, Andrea
Published in 2022 International Conference on Optical Network Design and Modeling (ONDM) (16.05.2022)
Published in 2022 International Conference on Optical Network Design and Modeling (ONDM) (16.05.2022)
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Conference Proceeding
Hybrid distributed Raman/EDFA amplifier with hybrid automatic gain control for reconfigurable WDM optical networks
Oliveira, Juliano R. F., Moura, Uiara C., Oliveira, Júlio C. R. F., Romero, Murilo A.
Published in Journal of Microwaves, Optoelectronics and Electromagnetic Applications (01.12.2013)
Published in Journal of Microwaves, Optoelectronics and Electromagnetic Applications (01.12.2013)
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Journal Article
Cognitive Methodology for Optical Amplifier Gain Adjustment in Dynamic DWDM Networks
Moura, Uiara, Garrich, Miquel, Carvalho, Heitor, Svolenski, Matheus, Andrade, Alexandre, Cesar, Amilcar C., Oliveira, Juliano, Conforti, Evandro
Published in Journal of lightwave technology (15.04.2016)
Published in Journal of lightwave technology (15.04.2016)
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Journal Article
Impact of nonlinear effects on the performance of 120 Gb/s 64 QAM optical system using adaptive control of cascade of amplifiers
de A Barboza, Erick, da Silva, Marcionilo J., Coelho, Leonardo D., Martins-Filho, Joaquim F., Bastos-Filho, Carmelo J. A., de Moura, Uiara C., de Oliveira, Juliano R. F.
Published in 2015 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) (01.11.2015)
Published in 2015 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) (01.11.2015)
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Conference Proceeding
Simultaneous gain profile design and noise figure prediction for Raman amplifiers using machine learning
Uiara Celine de Moura, Ann Margareth Rosa Brusin, Carena, Andrea, Zibar, Darko, Da Ros, Francesco
Published in arXiv.org (04.03.2021)
Published in arXiv.org (04.03.2021)
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Paper
Journal Article
Field calibration procedure for enhanced automatic gain control of distributed Raman amplifiers
Sarti, Benjamin, Garrich, Miquel, Roulle, Benoit F. M. C., Cassimiro, Israel J. G., Moura, Uiara C., Oliveira, Juliano R. F., Costa, Max H. M.
Published in 2015 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) (01.11.2015)
Published in 2015 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) (01.11.2015)
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Conference Proceeding
Experimental characterization of Raman amplifier optimization through inverse system design
Uiara Celine de Moura, Da Ros, Francesco, Ann Margareth Rosa Brusin, Carena, Andrea, Zibar, Darko
Published in arXiv.org (23.10.2020)
Published in arXiv.org (23.10.2020)
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Paper
Journal Article
Multi-band programmable gain Raman amplifier
Uiara Celine de Moura, Iqbal, Md Asif, Kamalian, Morteza, Krzczanowicz, Lukasz, Da Ros, Francesco, Ann Margareth Rosa Brusin, Carena, Andrea, ysiak, Wladek, Turitsyn, Sergei, Zibar, Darko
Published in arXiv.org (23.10.2020)
Published in arXiv.org (23.10.2020)
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Paper
Journal Article