87 citations · 220 across the 15 of their papers we have counts for
3 papers · 1 filter
Modelling self-similar parabolic pulses in optical fibres with a neural network
Sonia Boscolo, John M. Dudley, Christophe Finot
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…
Temporal optical besselon waves
Anastasiia Sheveleva, Ugo Andral, Bertrand Kibler +2
We analyse the temporal properties of the optical pulse wave that is obtained by applying a set of spectral phase shifts to continuous-wave light that is phase-modulated by a…
Artificial neural networks for nonlinear pulse shaping in optical fibers
Sonia Boscolo, Christophe Finot
We use a supervised machine-learning model based on a neural network to predict the temporal and spectral intensity profiles of the pulses that form upon nonlinear propagation in o…