Modelling self-similar parabolic pulses in optical fibres with a neural network

Modelling self-similar parabolic pulses in optical fibres with a neural network

We expand our previous analysis of nonlinear pulse shaping in optical fibres using machine learning [Opt. Laser Technol., 131 (2020) 106439] to the case of pulse propagation in the presence of gain/loss, with a special focus on the generation of self-similar parabolic pulses. We use a supervised fee...

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Bibliographic Details
Main Authors: Sonia Boscolo, John M. Dudley, Christophe Finot
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:Results in Optics
Subjects:
Pulse shaping
Neural networks
Nonlinear propagation
Parabolic pulse
Optical fibers
Online Access:http://www.sciencedirect.com/science/article/pii/S2666950121000146

Internet

http://www.sciencedirect.com/science/article/pii/S2666950121000146

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