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

Lauri Salmela, Nikolaos Tsipinakis, Alessandro Foi +3

The propagation of ultrashort pulses in optical fibre displays complex nonlinear dynamics that find important applications in fields such as high power pulse compression and broadb…