Machine learning analysis of rogue solitons in supercontinuum generation

Abstract Supercontinuum generation is a highly nonlinear process that exhibits unstable and chaotic characteristics when developing from long pump pulses injected into the anomalous dispersion regime of an optical fiber. A particular feature associated with this regime is the long-tailed “rogue wave...

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Bibliographic Details
Main Authors: Lauri Salmela, Coraline Lapre, John M. Dudley, Goëry Genty
Format: Article
Language:English
Published: Nature Publishing Group 2020-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-66308-y