Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Searching Kerr solitons in microresonators by using deep neural networks

Not Accessible

Your library or personal account may give you access

Abstract

Soliton Kerr combs show wide potential for optical sensing such as spectroscopy. Here we demonstrate deep neural networks for predicting the microcomb formation. The error of this method could be < 4%.

© 2020 The Author(s)

PDF Article
More Like This
Properties of Dissipative Kerr Solitons in Optical Microresonators with Backscattering

Valery E. Lobanov, Ramzil R. Galiev, and Nikita M. Kondratiev
JTu2D.2 Integrated Photonics Research, Silicon and Nanophotonics (IPR) 2020

Analysis of real-time spectral interference using a deep neural network to reconstruct multi-soliton dynamics in mode-locked lasers

Caiyun Li, Jiangyong He, Ruijing He, Yange Liu, Yang Yue, Luhe Zhang, Longfei Zhu, Mengjie Zhou, Kaiyan Zhu, and Zhi Wang
T3A.6 Asia Communications and Photonics Conference (ACP) 2020

Vibrational Kerr solitons in an optomechanical microresonator

Jia-Chen Shi, Qing-Xin Ji, Qi-Tao Cao, Yan Yu, Wenjing Liu, Qihuang Gong, and Yun-Feng Xiao
FW1B.2 CLEO: QELS_Fundamental Science (CLEO:FS) 2022

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved