Modelling Nonlinear Propagation of Periodic Waveforms in Optical Fibre with a Neural Network - Archive ouverte HAL
Conference Papers Year : 2023

Modelling Nonlinear Propagation of Periodic Waveforms in Optical Fibre with a Neural Network

Abstract

We deploy a neural network to predict the spectro-temporal evolution of a periodic waveform upon nonlinear fibre propagation and demonstrate efficient probing of the input-parameter space for on-demand comb generation or significant spectral/temporal focusing occurrence.
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Dates and versions

hal-04092055 , version 1 (14-05-2023)

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Sonia Boscolo, J.M. Dudley, Christophe Finot. Modelling Nonlinear Propagation of Periodic Waveforms in Optical Fibre with a Neural Network. CLEO US (Conference on Laser and ElectroOptic), May 2023, San Jose, United States. paper SM4F.7, ⟨10.1364/CLEO_SI.2023.SM4F.7⟩. ⟨hal-04092055⟩
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