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

Gukov, Ilya, Boscolo, Sonia, Finot, Christophe and Turitsyn, Sergei 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. Optical Society of America.

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.

Publication DOI: https://doi.org/10.1364/NP.2018.NpM2C.6
Divisions: Engineering & Applied Sciences > Electrical, electronic & power engineering
Engineering & Applied Sciences > Institute of Photonics
Engineering & Applied Sciences > Systems analytics research institute (SARI)
Additional Information: © 2018 The Author(s)
Event Title: OSA Advanced Photonics Congress 2018, Nonlinear Photonics
Event Type: Other
Event Location: ETH Zurich
Event Dates: 2018-07-02 - 2018-07-05
Full Text Link:
Related URLs: https://www.osapublishing.org/abstract.cfm?URI=NP-2018-NpM2C.6 (Publisher URL)
Published Date: 2018
Authors: Gukov, Ilya
Boscolo, Sonia ( 0000-0001-5388-2893)
Finot, Christophe
Turitsyn, Sergei K. ( 0000-0003-0101-3834)

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