Machine learning control of complex nonlinear dynamics in fibre lasers - INVITED
EPJ Web of Conferences(2023)
Abstract
We review our recent work on the use of genetic algorithms to control non-stationary nonlinear wave dynamics in ultrafast fibre lasers, including the generation of breathing-soliton dynamics with controlled characteristics, the disclosure of the fractal dynamics of breathers, and the generation of rogue waves with controlled intensity.
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Key words
fibre lasers,complex nonlinear dynamics,machine learning
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