Uiara Celine de Moura

Uiara Celine de Moura

Postdoc

DTU FOTONIK
Department of Photonics Engineering

Machine Learning in Photonic Systems

Technical University of Denmark

Ørsteds Plads

Building 343, room 123

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, Optical Society of America (OSA)
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

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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, Optical Society of America (OSA)
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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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

2019
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Inverse System Design using Machine Learning: the Raman Amplifier Case

Zibar, Darko ; Brusin, Ann M. Rosa ; Moura, Uiara Celine de ; Da Ros, Francesco ; Curri, Vittorio ; Carena, Andrea
in: Journal of Lightwave Technology, vol: 38, issue: 4, pages: 736 - 753

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1109/JLT.2019.2952179