Lauri Salmela

Machine learning for prediction of extreme statistics in modulation instability pdf

Cyril Billet, Goëry Genty, John M. Dudley, 2018, ArXiv.

Machine learning and applications in ultrafast photonics

Sergei K. Turitsyn, Daniel Brunner, Goëry Genty, 2020, Nature Photonics.

Predicting extreme events and statistics in modulation instability using machine learning (Conference Presentation)

John M. Dudley, Cyril Billet, Goëry Genty, 2019 .

Instabilities in fiber-optics systems: from real-time measurements to machine learning (Conference Presentation)

John M. Dudley, Cyril Billet, Goëry Genty, 2020 .

Machine learning analysis of extreme events in optical fibre modulation instability

Cyril Billet, Goëry Genty, Juha Toivonen, 2018, Nature Communications.

Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network

Alessandro Foi, Cyril Billet, John M. Dudley, 2020, Nature Machine Intelligence.