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Analysis of interaction dynamics and rogue wave localization in modulation instability using data-driven dominant balance

We analyze the dynamics of modulation instability in optical fiber (or any other nonlinear Schrödinger equation system) using the machine-learning technique of data-driven dominant balance. We aim to automate the identification of which particular physical processes drive propagation in different re...

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Detalles Bibliográficos
Autores principales: Ermolaev, Andrei V., Mabed, Mehdi, Finot, Christophe, Genty, Goëry, Dudley, John M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307870/
https://www.ncbi.nlm.nih.gov/pubmed/37380725
http://dx.doi.org/10.1038/s41598-023-37039-7