From data to dynamics: Reconstructing soliton collision phenomena in optical fibers using a convolutional autoencoder

In this study, a convolutional autoencoder is constructed to extract and reconstruct the dynamical processes of soliton collisions in optical fibers. The model demonstrates exceptional reconstruction capabilities, accurately capturing the evolution of optical event horizons and reproducing nonlinear...

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Vydané v:	Results in physics Ročník 67; s. 108027
Hlavní autori:	Xu, Qibo, Rong, Jifang, Zeng, Qilin, Yuan, Xiaofang, Huang, Longnv, Yang, Hua
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.12.2024 Elsevier
Predmet:	Convolutional autoencoder Optical event horizon Soliton collisions Soliton collisions Convolutional autoencoder Optical event horizon
ISSN:	2211-3797, 2211-3797
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