Machine learning control of complex nonlinear dynamics in fibre lasers - INVITED

Autor: Boscolo Sonia, Peng Junsong, Wu Xiuqi, Zhang Ying, Finot Christophe, Zeng Heping
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: EPJ Web of Conferences, Vol 287, p 06001 (2023)
Druh dokumentu: article
ISSN: 2100-014X
DOI: 10.1051/epjconf/202328706001
Popis: 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.
Databáze: Directory of Open Access Journals