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

6533b831fe1ef96bd12980ce

RESEARCH PRODUCT

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

Sonia Boscolo J.m. Dudley Christophe Finot

subject

[PHYS.PHYS.PHYS-OPTICS] Physics [physics]/Physics [physics]/Optics [physics.optics]

description

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.

year	journal	country	edition	language
2023-01-01

https://hal.science/hal-04092055

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