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

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

doi:10.1364/NP.2018.NpM2C.6

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

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

Aston Institute of Photonic Technologies (AiPT)

Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

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 language	English
Title of host publication	Technical Digest of the Advanced Photonics Congress 2018, Nonlinear Photonics
DOIs	https://doi.org/10.1364/NP.2018.NpM2C.6
Publication status	Published - 2018
Event	OSA Advanced Photonics Congress 2018, Nonlinear Photonics - ETH Zurich, Zurich, Switzerland Duration: 2 Jul 2018 → 5 Jul 2018

Conference

Conference	OSA Advanced Photonics Congress 2018, Nonlinear Photonics
Country/Territory	Switzerland
City	Zurich
Period	2/07/18 → 5/07/18

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10.1364/NP.2018.NpM2C.6

Performance Optimisation of Dual-Pump NALM Fibre Laser Using Machine Learning Inference
© 2018 The Author(s)
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title = "Performance optimisation of dual-pump NALM fibre laser using machine learning inference",

abstract = "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.",

author = "Ilya Gukov and Sonia Boscolo and Christophe Finot and Turitsyn, {Sergei K.}",

note = "{\textcopyright} 2018 The Author(s); OSA Advanced Photonics Congress 2018, Nonlinear Photonics ; Conference date: 02-07-2018 Through 05-07-2018",

year = "2018",

doi = "10.1364/NP.2018.NpM2C.6",

language = "English",

isbn = " 978-1-943580-43-9",

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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.

PY - 2018

Y1 - 2018

N2 - 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.

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.

UR - https://www.osapublishing.org/abstract.cfm?URI=NP-2018-NpM2C.6

U2 - 10.1364/NP.2018.NpM2C.6

DO - 10.1364/NP.2018.NpM2C.6

M3 - Chapter (peer-reviewed)

SN - 978-1-943580-43-9

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

T2 - OSA Advanced Photonics Congress 2018, Nonlinear Photonics

Y2 - 2 July 2018 through 5 July 2018

ER -

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

Abstract

Conference

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