Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network
Lauri Salmela, Nikolaos Tsipinakis, Alessandro Foi, Cyril Billet, John M. Dudley, Goëry Genty
Topics & Concepts
SupercontinuumUltrashort pulseNonlinear systemPhotonicsPulse (music)BroadbandComputer scienceMulti-mode optical fiberOpticsArtificial neural networkPhysicsOptical fiberBottleneckSolitonElectronic engineeringPhotonic-crystal fiberLaserEngineeringArtificial intelligenceEmbedded systemQuantum mechanicsDetectorAdvanced Fiber Laser TechnologiesPhotonic Crystal and Fiber OpticsOptical Network Technologies