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physics.optics2024★ 1 cited
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…
physics.optics2014★ 7 cited
On the features of the Optical Rogue Waves observed in the Kerr lens mode locked Ti:Sapphire laser
Alejandro A. Hnilo, Marcelo G. Kovalsky, Jorge R. Tredicce
Kerr lens-mode-locked Ti:Sapphire lasers are known to display three coexistent modes of operation, that can be described as: continuous wave (CW), transform limited pulses (P1) and…