Supercontinuum spectral evolution prediction by recurrent neural network
| Affiliation auteurs | !!!! Error affiliation !!!! |
| Titre | Supercontinuum spectral evolution prediction by recurrent neural network |
| Type de publication | Conference Paper |
| Year of Publication | 2020 |
| Auteurs | Salmela L, Lapre C, Dudley JM, Genty G |
| Conference Name | 2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO) |
| Publisher | IEEE |
| Conference Location | 345 E 47TH ST, NEW YORK, NY 10017 USA |
| ISBN Number | 978-1-943580-76-7 |
| Résumé | We use recurrent neural network to successfully predict the spectral evolution of cohererent supercontinuum along propagation in an optical fiber. The network performs particularly well for a wide range of input pulse parameters. (C) 2020 The Author(s) |