Darko Zibar

Darko Zibar

Associate Professor, Group Leader

DTU FOTONIK
Department of Photonics Engineering

Machine Learning in Photonic Systems

Technical University of Denmark

Ørsteds Plads

Building 343, room 124

2800 Kgs. Lyngby

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2020
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Advancing classical and quantum communication systems with machine learning

Zibar, Darko ; Moura, Uiara Celine de ; Chin, Hou-Man ; Brusin, Ann M. Rosa ; Jain, Nitin ; Da Ros, Francesco ; Kleis, Sebastian ; Schaeffer, C. ; Gehring, Tobias ; Andersen, Ulrik Lund ; Carena, Andrea
part of: Optical Fiber Communication Conference 2020, 2020
Presented at:
Optical Fiber Communication Conference 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1364/OFC.2020.W1K.1

  PDF

Bayesian filtering framework for noise characterization of frequency combs

Brajato, Giovanni ; Lundberg, Lars ; Torres-Company, Victor ; Karlsson, Magnus ; Zibar, Darko
in: Optics Express, vol: 28, issue: 9, pages: 13949-13964

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1364/OE.391165

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Experimental demonstration of arbitrary Raman gain-profile designs using machine learning

de Moura, Uiara C. ; Da Ros, Francesco ; Brusin, A. Margareth Rosa ; Carena, Andrea ; Zibar, Darko
part of: Optical Fiber Communication Conference 2020, 2020
Presented at:
Optical Fiber Communication Conference 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1364/OFC.2020.T4B.2

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Experimental demonstration of nonlinear frequency division multiplexing transmission with neural network receiver

Gaiarin, Simone ; DaRos, Francesco ; De Renzis, Nicola ; Jones, Rasmus Thomas ; Zibar, Darko
in: Journal of Lightwave Technology, vol: PP, issue: 99

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1109/JLT.2020.3016685

 

Load Aware Raman Gain Profile Prediction in Dynamic Multi-Band Optical Networks

Brusin, A. Margareth Rosa ; De Moura, Uiara C. ; D'Amico, Andrea ; Curri, Vittorio ; Zibar, Darko ; Carena, Andrea
part of: Proceedings of 2020 Optical Fiber Communications Conference and Exhibition, 2020
Presented at:
Optical Fiber Communication Conference 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020

  PDF

Model-aided deep learning method for path loss prediction in mobile communication systems at 2.6 GHz

Thrane, Jakob ; Zibar, Darko ; Christiansen, Henrik Lehrmann
in: IEEE Access, vol: 8, pages: 7925 - 7936

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1109/access.2020.2964103

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Simultaneous temperature estimation of multiple gratings using a multi-layer neural network

Djurhuus, Martin Søren Engmann ; Schmauss, Bernhard ; Clausen, Anders T. ; Zibar, Darko
in: IEEE Photonics Technology Letters, vol: PP, issue: 99

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1109/LPT.2020.3019102

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Summary: Workshop on Machine Learning for Optical Communication Systems

Gordon, Josh ; Battou, Abdella ; Majurski, Michael ; Kilper, Dan ; Moura, Uiara Celine de ; Zibar, Darko ; Tornatore, Massimo ; Pedro, Joao ; Simsarian, Jesse ; Westdorp, Jim

Type: Book (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.6028/NIST.SP.2100-04

 

Toward Intelligence in Photonic Systems

Zibar, Darko ; Da Ros, Francesco ; Brajato, Giovanni ; C. de Moura, Uiara
in: Optics and Photonics News, vol: 31, issue: 3, pages: 34-41

Type: Journal article

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1364/opn.31.3.000034