12 citations · 21 across the 3 of their papers we have counts for
4 papers
Automating physical intuition in nonlinear fiber optics with unsupervised dominant balance search
Andrei V. Ermolaev, Christophe Finot, Goery Genty +1
Identifying the underlying processes that locally dominate physical interactions is the key to understanding nonlinear dynamics. Machine-learning techniques have recently been show…
Conservation of a spectral asymmetry invariant in optical fiber four-wave mixing
Anastasiia Sheveleva, Pierre Colman, J. M. Dudley +1
The conservation of spectral asymmetry is a fundamental feature of the ideal four-wave mixing process as it exists in a medium combining quadratic chromatic dispersion and third-or…
Predicting nonlinear reshaping of periodic signals in optical fibre with a neural network
Sonia Boscolo, J. M. Dudley, Christophe Finot
We deploy a supervised machine-learning model based on a neural network to predict the temporal and spectral reshaping of a simple sinusoidal modulation into a pulse train having a…
Trajectory control in idealized four-wave mixing processes in optical fiber
Anastasiia Sheveleva, Pierre Colman, J. M. Dudley +1
The four-wave mixing process is a fundamental nonlinear interaction in Kerr media that can be described by a closed trajectory in the associated phase plane. We show here that it i…