Deliverables Open Research Data Pilot (1) Data Management Plan In this deliverable, we will provide guidelines on how to use the data and also the numerical simulation tools. Publications Peer reviewed articles (17) Inverse System Design Using Machine Learning: The Raman Amplifier Case Author(s): Darko Zibar, Ann Margareth Rosa Brusin, Uiara C. de Moura, Francesco Da Ros, Vittorio Curri, Andrea Carena Published in: Journal of Lightwave Technology, 38/4, 2020, Page(s) 736-753, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2019.2952179 Reservoir-Computing Based Equalization With Optical Pre-Processing for Short-Reach Optical Transmission Author(s): Francesco Da Ros, Stenio M. Ranzini, Henning Bulow, Darko Zibar Published in: IEEE Journal of Selected Topics in Quantum Electronics, 26/5, 2020, Page(s) 1-12, ISSN 1077-260X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/jstqe.2020.2975607 Experimental demonstration of nonlinear frequency division multiplexing transmission with neural network receiver Author(s): Simone Gaiarin, Francesco DaRos, Nicola De Renzis, Rasmus Thomas Jones, Darko Zibar Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2020.3016685 Experimental characterization of Raman amplifier optimization through inverse system design Author(s): Uiara Celine Demoura, Francesco Da Ros, Ann Margareth Rosa Brusin, Andrea Carena, Darko Zibar Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2020.3036603 Bayesian filtering framework for noise characterization of frequency combs Author(s): Giovanni Brajato, Lars Lundberg, Victor Torres-Company, Magnus Karlsson, Darko Zibar Published in: Optics Express, 28/9, 2020, Page(s) 13949, ISSN 1094-4087 Publisher: Optical Society of America DOI: 10.1364/oe.391165 Dual-Polarization NFDM Transmission With Continuous and Discrete Spectral Modulation Author(s): Francesco Da Ros, Stella Civelli, Simone Gaiarin, Edson Porto da Silva, Nicola De Renzis, Marco Secondini, Darko Zibar Published in: Journal of Lightwave Technology, 37/10, 2019, Page(s) 2335-2343, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/JLT.2019.2904102 Tunable Optoelectronic Chromatic Dispersion Compensation Based on Machine Learning for Short-Reach Transmission Author(s): Stenio M. Ranzini, Francesco Da Ros, Henning Bülow, Darko Zibar Published in: Applied Sciences, 9/20, 2019, Page(s) 4332, ISSN 2076-3417 Publisher: MDPI Applied Science DOI: 10.3390/app9204332 Highly—sensitive phase and frequency noise measurement technique using Bayesian filtering Author(s): Darko Zibar, HounMan Chin, Yeyu Tong, Nitin Jain, Joel Guo, Lin Chang, Tobias Gehring, John E. Bowers, Ulrik L. Andersen Published in: IEEE Photonics Technology Letters, 2019, Page(s) 1-1, ISSN 1041-1135 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2019.2945051 Impact of transmitter phase noise on NFDM transmission with discrete spectral modulation Author(s): Francesco Da Ros, Simone Gaiarin, Darko Zibar Published in: IEEE Photonics Technology Letters, 2019, Page(s) 1-1, ISSN 1041-1135 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2019.2946451 Machine Learning Assisted Fiber Bragg Grating-Based Temperature Sensing Author(s): Martin S. E. Djurhuus, Stefan Werzinger, Bernhard Schmauss, Anders T. Clausen, Darko Zibar Published in: IEEE Photonics Technology Letters, 31/12, 2019, Page(s) 939-942, ISSN 1041-1135 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2019.2913992 Dual-Polarization NFDM Transmission Using Distributed Raman Amplification and NFT-Domain Equalization Author(s): Simone Gaiarin, Francesco Da Ros, Nicola De Renzis, Edson P. da Silva, Darko Zibar Published in: IEEE Photonics Technology Letters, 30/22, 2018, Page(s) 1983-1986, ISSN 1041-1135 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2018.2874204 Characterization and Optimization of Four-Wave-Mixing Wavelength Conversion System Author(s): Pawel Marcin Kaminski, Francesco Da Ros, Edson Porto da Silva, Minhao Pu, Metodi Plamenov Yankov, Elizaveta Semenova, Kresten Yvind, Anders Thomas Clausen, Soeren Forchhammer, Leif Katsuo Oxenloewe, Michael Galili Published in: Journal of Lightwave Technology, 2019, Page(s) 1-1, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2019.2933226 Low-complexity carrier phase recovery based on principal component analysis for square-QAM modulation formats Author(s): Júlio César Medeiros Diniz, Qirui Fan, Stenio Magalhães Ranzini, Faisal Nadeem Khan, Francesco Da Ros, Darko Zibar, Alan Pak Tao Lau Published in: Optics Express, 27/11, 2019, Page(s) 15617, ISSN 1094-4087 Publisher: Optical Society of America DOI: 10.1364/oe.27.015617 Introducing Load Aware Neural Networks for Accurate Predictions of Raman Amplifiers Author(s): A. Margareth Rosa Brusin, Uiara C. de Moura, Vittorio Curri, Darko Zibar, Andrea Carena Published in: Journal of Lightwave Technology, 38/23, 2020, Page(s) 6481-6491, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2020.3014810 Toward Intelligence in Photonic Systems Author(s): Darko Zibar, Francesco Da Ros, Giovanni Brajato, Uiara C. de Moura Published in: Optics and Photonics News, 31/3, 2020, Page(s) 34, ISSN 1047-6938 Publisher: Optical Society of America DOI: 10.1364/opn.31.3.000034 End-to-end optimization of coherent optical communications over the split-step Fourier method guided by the nonlinear Fourier transform theory Author(s): Simone Gaiarin, Francesco Daros, Rasmus Thomas Jones, Darko Zibar Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2020.3033624 Multi-band programmable gain Raman amplifier Author(s): Uiara Celine De Moura, Md Asif Iqbal, Morteza Kamalian-Kopae, Lukasz Krzczanowicz, Francesco Da Ros, Ann Margareth Rosa Brusin, Andrea Carena, Wladek Forysiak, Sergei K. Turitsyn, Darko Zibar Published in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Publisher: Optical Society of America DOI: 10.1109/jlt.2020.3033768 Conference proceedings (14) End-to-end optimized nonlinear Fourier transform-based coherent communications Author(s): Simone Gaiarin, Rasmus T. Jones, Francesco Da Ros, Darko Zibar Published in: Conference on Lasers and Electro-Optics, 2020, Page(s) SF2L.4, ISBN 978-1-943580-76-7 Publisher: OSA DOI: 10.1364/cleo_si.2020.sf2l.4 Optimization of Fiber Optics Communication Systems via End-to-End Learning Author(s): Ognjen Jovanovic, Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, Francesco Da Ros, Darko Zibar Published in: 2020 22nd International Conference on Transparent Optical Networks (ICTON), 2020, Page(s) 1-3, ISBN 978-1-7281-8423-4 Publisher: IEEE DOI: 10.1109/icton51198.2020.9203560 Advancing classical and quantum communication systems with machine learning Author(s): D. Zibar, U. C. Moura, H. M. Chin, A. M. Rosa Brusin, N. Jain, F. Da Ros, S. Kleis, C. Schaeffer, T. Gehring, U. L. Andersen, A. Carena Published in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) W1K.1, ISBN 978-1-943580-71-2 Publisher: OSA DOI: 10.1364/ofc.2020.w1k.1 Experimental demonstration of arbitrary Raman gain–profile designs using machine learning Author(s): Uiara C. de Moura, Francesco Da Ros, A. Margareth Rosa Brusin, Andrea Carena, Darko Zibar Published in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) T4B.2, ISBN 978-1-943580-71-2 Publisher: OSA DOI: 10.1364/ofc.2020.t4b.2 Machine learning-based Raman amplifier design Author(s): D. Zibar, A. Ferrari, V. Curri, A. Carena Published in: Optical Fiber Communication Conference (OFC) 2019, Proceedings of Optical Fibre Communication (OFC) Conference, 2019, Page(s) M1J.1, ISBN 978-1-943580-53-8 Publisher: OSA DOI: 10.1364/ofc.2019.m1j.1 End-to-end Learning for GMI Optimized Geometric Constellation Shape Author(s): Jones, Rasmus T.; Yankov, Metodi P.; Zibar, Darko Published in: European Conference on Optical Communication (ECOC), 1, 2019 Publisher: IEEE Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning Author(s): Jones, Rasmus T.; Eriksson, Tobias A.; Yankov, Metodi P.; Puttnam, Benjamin J.; Rademacher, Georg; Luis, Ruben S.; Zibar, Darko Published in: European Conference on Optical Communication (ECOC), 1, 2018 Publisher: IEEE An ultra-fast method for gain and noise prediction of Raman amplifiers Author(s): Brusin, Ann Margareth Rosa; Curri, Vittorio; Zibar, Darko; Carena, Andrea Published in: European Conference on Optical Communication (ECOC), 1, 2019 Publisher: IEEE Impact of Laser Phase Noise on Nonlinear Frequency Division Multiplexing Systems Author(s): Francesco Da Ros, Simone Gaiarin, Darko Zibar Published in: Conference on Lasers and Electro-Optics, CLEO US, 2019, Page(s) SW3O.6, ISBN 978-1-943580-57-6 Publisher: OSA DOI: 10.1364/cleo_si.2019.sw3o.6 Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities Author(s): Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Darko Zibar Published in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9 Publisher: IEEE DOI: 10.1109/ecoc.2018.8535453 Joint Learning of Laser Relative Intensity and Frequency Noise from Single Experiment and Single Detected Quadrature Author(s): G. Brajato, D. Zibar Published in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9 Publisher: IEEE DOI: 10.1109/ecoc.2018.8535269 Phase Compensation for Continuous Variable Quantum Key Distribution Author(s): Hou-Man Chin, Darko Zibar, Nitin Jain, Tobias Gehring, Ulrik L. Andersen Published in: Conference on Lasers and Electro-Optics, 2019, Page(s) JF2F.1, ISBN 978-1-943580-57-6 Publisher: OSA DOI: 10.1364/cleo_at.2019.jf2f.1 Optical Frequency Comb Noise Characterization Using Machine Learning Author(s): Giovanni Brajato, Lars Lundberg, Victor Torres-Company, Darko Zibar Published in: European Conference on Optical Communication, 2019 Publisher: IEEE Nonlinear Fourier Transform: Perpetual Research Topic or Future Game-Changer? Author(s): F. Da Ros, S. Gaiarin, R. T. Jones, O. Jovanovic, E. P. da Silva, D. Zibar Published in: OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF), 2020, Page(s) SpTu2I.1, ISBN 978-1-943580-79-8 Publisher: OSA DOI: 10.1364/sppcom.2020.sptu2i.1 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
