Performance optimisation of dual-pump NALM fibre laser using machine learning inference

Ilya Gukov, Sonia Boscolo, Christophe Finot, Sergei K. Turitsyn

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Abstract

We apply predictive regression to find optimum operating regimes in a recently
proposed layout of a flexible Figure-8 laser having two independently pumped segments of active fibre in its bidirectional ring.
Original languageEnglish
Title of host publicationTechnical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics
PublisherOptical Society of America
ISBN (Print) 978-1-943580-43-9
DOIs
Publication statusPublished - 2018
EventOSA Advanced Photonics Congress 2018, Nonlinear Photonics - ETH Zurich, Zurich, Switzerland
Duration: 2 Jul 20185 Jul 2018

Conference

ConferenceOSA Advanced Photonics Congress 2018, Nonlinear Photonics
CountrySwitzerland
CityZurich
Period2/07/185/07/18

Fingerprint

Fiber lasers
Learning systems
Pumps
Fibers
Lasers

Bibliographical note

© 2018 The Author(s)

Cite this

Gukov, I., Boscolo, S., Finot, C., & Turitsyn, S. K. (2018). Performance optimisation of dual-pump NALM fibre laser using machine learning inference. In Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics [NpM2C.6] Optical Society of America. https://doi.org/10.1364/NP.2018.NpM2C.6
Gukov, Ilya ; Boscolo, Sonia ; Finot, Christophe ; Turitsyn, Sergei K. / Performance optimisation of dual-pump NALM fibre laser using machine learning inference. Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics. Optical Society of America, 2018.
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Gukov, I, Boscolo, S, Finot, C & Turitsyn, SK 2018, Performance optimisation of dual-pump NALM fibre laser using machine learning inference. in Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics., NpM2C.6, Optical Society of America, OSA Advanced Photonics Congress 2018, Nonlinear Photonics, Zurich, Switzerland, 2/07/18. https://doi.org/10.1364/NP.2018.NpM2C.6

Performance optimisation of dual-pump NALM fibre laser using machine learning inference. / Gukov, Ilya; Boscolo, Sonia; Finot, Christophe; Turitsyn, Sergei K.

Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics. Optical Society of America, 2018. NpM2C.6.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

TY - CHAP

T1 - Performance optimisation of dual-pump NALM fibre laser using machine learning inference

AU - Gukov, Ilya

AU - Boscolo, Sonia

AU - Finot, Christophe

AU - Turitsyn, Sergei K.

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AB - We apply predictive regression to find optimum operating regimes in a recentlyproposed layout of a flexible Figure-8 laser having two independently pumped segments of active fibre in its bidirectional ring.

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M3 - Chapter (peer-reviewed)

SN - 978-1-943580-43-9

BT - Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics

PB - Optical Society of America

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Gukov I, Boscolo S, Finot C, Turitsyn SK. Performance optimisation of dual-pump NALM fibre laser using machine learning inference. In Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics. Optical Society of America. 2018. NpM2C.6 https://doi.org/10.1364/NP.2018.NpM2C.6