Measuring the rogue wave pattern triggered from Gaussian perturbations by deep learning

Weak Gaussian perturbations on a plane wave background could trigger lots of rogue waves, due to modulational instability. Numerical simulations showed that these rogue waves seemed to have similar unit structure. However, to the best of our knowledge, there is no relative result to prove that these...

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Veröffentlicht in:	arXiv.org 2021-10
Hauptverfasser:	Zou, Liwen, Luo, XinHang, Zeng, Delu, Ling, Liming, Li-Chen, Zhao
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Artificial neural networks Computer Science - Computer Vision and Pattern Recognition Computer Science - Numerical Analysis Computer vision Datasets Machine learning Mathematical models Mathematics - Numerical Analysis Perturbation Plane waves
Online-Zugang:	Volltext
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