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...

Full description

Bibliographic Details

Published in:	Results in physics Vol. 67; p. 108027
Main Authors:	Xu, Qibo, Rong, Jifang, Zeng, Qilin, Yuan, Xiaofang, Huang, Longnv, Yang, Hua
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2024 Elsevier
Subjects:	Convolutional autoencoder Optical event horizon Soliton collisions Soliton collisions Convolutional autoencoder Optical event horizon
ISSN:	2211-3797, 2211-3797
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!