Oscillation Dynamics Analysis of Dissipative Cavity Solitons Based on the Artificial Neural Network

Based on the artificial neural network, we report an efficient and accurate method to analyze the complex oscillating dynamics of cavity solitons, which is beyond the reach of conventional stability tests of passive Kerr resonators.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.1364/cleo_at.2025.jps200_67
Primary Topic
Advanced Fiber Laser Technologies
Type
article
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article

Oscillation Dynamics Analysis of Dissipative Cavity Solitons Based on the Artificial Neural Network

Jian‐Guo Liu, Xiaoyan Tang, Gang Xu, Caiyun Li et al.
Advanced Fiber Laser Technologies
article

Oscillation Dynamics Analysis of Dissipative Cavity Solitons Based on the Artificial Neural Network

Jian‐Guo Liu, Xiaoyan Tang, Gang Xu, Caiyun Li, Munkhorgil Wang, Peng Wang, Yulin Zhao
article en

Abstract

Based on the artificial neural network, we report an efficient and accurate method to analyze the complex oscillating dynamics of cavity solitons, which is beyond the reach of conventional stability tests of passive Kerr resonators.

Openalex Percentile: Top 80%
Advanced Fiber Laser Technologies
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