Risultati finali 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. Pubblicazioni Peer reviewed articles (17) Inverse System Design Using Machine Learning: The Raman Amplifier Case Autori: Darko Zibar, Ann Margareth Rosa Brusin, Uiara C. de Moura, Francesco Da Ros, Vittorio Curri, Andrea Carena Pubblicato in: Journal of Lightwave Technology, Issue 38/4, 2020, Page(s) 736-753, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/jlt.2019.2952179 Reservoir-Computing Based Equalization With Optical Pre-Processing for Short-Reach Optical Transmission Autori: Francesco Da Ros, Stenio M. Ranzini, Henning Bulow, Darko Zibar Pubblicato in: IEEE Journal of Selected Topics in Quantum Electronics, Issue 26/5, 2020, Page(s) 1-12, ISSN 1077-260X Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/jstqe.2020.2975607 Experimental demonstration of nonlinear frequency division multiplexing transmission with neural network receiver Autori: Simone Gaiarin, Francesco DaRos, Nicola De Renzis, Rasmus Thomas Jones, Darko Zibar Pubblicato in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/jlt.2020.3016685 Experimental characterization of Raman amplifier optimization through inverse system design Autori: Uiara Celine Demoura, Francesco Da Ros, Ann Margareth Rosa Brusin, Andrea Carena, Darko Zibar Pubblicato in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/jlt.2020.3036603 Bayesian filtering framework for noise characterization of frequency combs Autori: Giovanni Brajato, Lars Lundberg, Victor Torres-Company, Magnus Karlsson, Darko Zibar Pubblicato in: Optics Express, Issue 28/9, 2020, Page(s) 13949, ISSN 1094-4087 Editore: Optical Society of America DOI: 10.1364/oe.391165 Dual-Polarization NFDM Transmission With Continuous and Discrete Spectral Modulation Autori: Francesco Da Ros, Stella Civelli, Simone Gaiarin, Edson Porto da Silva, Nicola De Renzis, Marco Secondini, Darko Zibar Pubblicato in: Journal of Lightwave Technology, Issue 37/10, 2019, Page(s) 2335-2343, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/JLT.2019.2904102 Tunable Optoelectronic Chromatic Dispersion Compensation Based on Machine Learning for Short-Reach Transmission Autori: Stenio M. Ranzini, Francesco Da Ros, Henning Bülow, Darko Zibar Pubblicato in: Applied Sciences, Issue 9/20, 2019, Page(s) 4332, ISSN 2076-3417 Editore: MDPI Applied Science DOI: 10.3390/app9204332 Highly—sensitive phase and frequency noise measurement technique using Bayesian filtering Autori: Darko Zibar, HounMan Chin, Yeyu Tong, Nitin Jain, Joel Guo, Lin Chang, Tobias Gehring, John E. Bowers, Ulrik L. Andersen Pubblicato in: IEEE Photonics Technology Letters, 2019, Page(s) 1-1, ISSN 1041-1135 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2019.2945051 Impact of transmitter phase noise on NFDM transmission with discrete spectral modulation Autori: Francesco Da Ros, Simone Gaiarin, Darko Zibar Pubblicato in: IEEE Photonics Technology Letters, 2019, Page(s) 1-1, ISSN 1041-1135 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2019.2946451 Machine Learning Assisted Fiber Bragg Grating-Based Temperature Sensing Autori: Martin S. E. Djurhuus, Stefan Werzinger, Bernhard Schmauss, Anders T. Clausen, Darko Zibar Pubblicato in: IEEE Photonics Technology Letters, Issue 31/12, 2019, Page(s) 939-942, ISSN 1041-1135 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2019.2913992 Dual-Polarization NFDM Transmission Using Distributed Raman Amplification and NFT-Domain Equalization Autori: Simone Gaiarin, Francesco Da Ros, Nicola De Renzis, Edson P. da Silva, Darko Zibar Pubblicato in: IEEE Photonics Technology Letters, Issue 30/22, 2018, Page(s) 1983-1986, ISSN 1041-1135 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/lpt.2018.2874204 Characterization and Optimization of Four-Wave-Mixing Wavelength Conversion System Autori: 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 Pubblicato in: Journal of Lightwave Technology, 2019, Page(s) 1-1, ISSN 0733-8724 Editore: 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 Autori: Júlio César Medeiros Diniz, Qirui Fan, Stenio Magalhães Ranzini, Faisal Nadeem Khan, Francesco Da Ros, Darko Zibar, Alan Pak Tao Lau Pubblicato in: Optics Express, Issue 27/11, 2019, Page(s) 15617, ISSN 1094-4087 Editore: Optical Society of America DOI: 10.1364/oe.27.015617 Introducing Load Aware Neural Networks for Accurate Predictions of Raman Amplifiers Autori: A. Margareth Rosa Brusin, Uiara C. de Moura, Vittorio Curri, Darko Zibar, Andrea Carena Pubblicato in: Journal of Lightwave Technology, Issue 38/23, 2020, Page(s) 6481-6491, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/jlt.2020.3014810 Toward Intelligence in Photonic Systems Autori: Darko Zibar, Francesco Da Ros, Giovanni Brajato, Uiara C. de Moura Pubblicato in: Optics and Photonics News, Issue 31/3, 2020, Page(s) 34, ISSN 1047-6938 Editore: 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 Autori: Simone Gaiarin, Francesco Daros, Rasmus Thomas Jones, Darko Zibar Pubblicato in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/jlt.2020.3033624 Multi-band programmable gain Raman amplifier Autori: 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 Pubblicato in: Journal of Lightwave Technology, 2020, Page(s) 1-1, ISSN 0733-8724 Editore: Optical Society of America DOI: 10.1109/jlt.2020.3033768 Conference proceedings (14) End-to-end optimized nonlinear Fourier transform-based coherent communications Autori: Simone Gaiarin, Rasmus T. Jones, Francesco Da Ros, Darko Zibar Pubblicato in: Conference on Lasers and Electro-Optics, 2020, Page(s) SF2L.4, ISBN 978-1-943580-76-7 Editore: OSA DOI: 10.1364/cleo_si.2020.sf2l.4 Optimization of Fiber Optics Communication Systems via End-to-End Learning Autori: Ognjen Jovanovic, Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, Francesco Da Ros, Darko Zibar Pubblicato in: 2020 22nd International Conference on Transparent Optical Networks (ICTON), 2020, Page(s) 1-3, ISBN 978-1-7281-8423-4 Editore: IEEE DOI: 10.1109/icton51198.2020.9203560 Advancing classical and quantum communication systems with machine learning Autori: 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 Pubblicato in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) W1K.1, ISBN 978-1-943580-71-2 Editore: OSA DOI: 10.1364/ofc.2020.w1k.1 Experimental demonstration of arbitrary Raman gain–profile designs using machine learning Autori: Uiara C. de Moura, Francesco Da Ros, A. Margareth Rosa Brusin, Andrea Carena, Darko Zibar Pubblicato in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) T4B.2, ISBN 978-1-943580-71-2 Editore: OSA DOI: 10.1364/ofc.2020.t4b.2 Machine learning-based Raman amplifier design Autori: D. Zibar, A. Ferrari, V. Curri, A. Carena Pubblicato in: Optical Fiber Communication Conference (OFC) 2019, Issue Proceedings of Optical Fibre Communication (OFC) Conference, 2019, Page(s) M1J.1, ISBN 978-1-943580-53-8 Editore: OSA DOI: 10.1364/ofc.2019.m1j.1 End-to-end Learning for GMI Optimized Geometric Constellation Shape Autori: Jones, Rasmus T.; Yankov, Metodi P.; Zibar, Darko Pubblicato in: European Conference on Optical Communication (ECOC), Issue 1, 2019 Editore: IEEE Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning Autori: Jones, Rasmus T.; Eriksson, Tobias A.; Yankov, Metodi P.; Puttnam, Benjamin J.; Rademacher, Georg; Luis, Ruben S.; Zibar, Darko Pubblicato in: European Conference on Optical Communication (ECOC), Issue 1, 2018 Editore: IEEE An ultra-fast method for gain and noise prediction of Raman amplifiers Autori: Brusin, Ann Margareth Rosa; Curri, Vittorio; Zibar, Darko; Carena, Andrea Pubblicato in: European Conference on Optical Communication (ECOC), Issue 1, 2019 Editore: IEEE Impact of Laser Phase Noise on Nonlinear Frequency Division Multiplexing Systems Autori: Francesco Da Ros, Simone Gaiarin, Darko Zibar Pubblicato in: Conference on Lasers and Electro-Optics, Issue CLEO US, 2019, Page(s) SW3O.6, ISBN 978-1-943580-57-6 Editore: OSA DOI: 10.1364/cleo_si.2019.sw3o.6 Deep Learning of Geometric Constellation Shaping Including Fiber Nonlinearities Autori: Rasmus T. Jones, Tobias A. Eriksson, Metodi P. Yankov, Darko Zibar Pubblicato in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9 Editore: IEEE DOI: 10.1109/ecoc.2018.8535453 Joint Learning of Laser Relative Intensity and Frequency Noise from Single Experiment and Single Detected Quadrature Autori: G. Brajato, D. Zibar Pubblicato in: 2018 European Conference on Optical Communication (ECOC), 2018, Page(s) 1-3, ISBN 978-1-5386-4862-9 Editore: IEEE DOI: 10.1109/ecoc.2018.8535269 Phase Compensation for Continuous Variable Quantum Key Distribution Autori: Hou-Man Chin, Darko Zibar, Nitin Jain, Tobias Gehring, Ulrik L. Andersen Pubblicato in: Conference on Lasers and Electro-Optics, 2019, Page(s) JF2F.1, ISBN 978-1-943580-57-6 Editore: OSA DOI: 10.1364/cleo_at.2019.jf2f.1 Optical Frequency Comb Noise Characterization Using Machine Learning Autori: Giovanni Brajato, Lars Lundberg, Victor Torres-Company, Darko Zibar Pubblicato in: European Conference on Optical Communication, 2019 Editore: IEEE Nonlinear Fourier Transform: Perpetual Research Topic or Future Game-Changer? Autori: F. Da Ros, S. Gaiarin, R. T. Jones, O. Jovanovic, E. P. da Silva, D. Zibar Pubblicato 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 Editore: OSA DOI: 10.1364/sppcom.2020.sptu2i.1 È in corso la ricerca di dati su OpenAIRE... Si è verificato un errore durante la ricerca dei dati su OpenAIRE Nessun risultato disponibile
