Machine learning predicts extreme events in ultrashort pulse lasers

Myriam Nonaka, Monica Agüero, Alejandro Hnilo +1

In this paper we present a nonlinear autoregressive neural network with a hidden layer of 50 neurons, three delays and one output layer that accurately is capable of predict the ap…