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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| 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 |