Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms

Xiuqi Wu; Ying Zhang; Junsong Peng; Sonia Boscolo; Christophe Finot; Heping Zeng

doi:10.1117/12.3014645

Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms

Xiuqi Wu, Ying Zhang, Junsong Peng, Sonia Boscolo, Christophe Finot, Heping Zeng

Aston Institute of Photonic Technologies (AiPT)

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

Optical rogue waves are automatically generated in a ultrafast fiber laser utilizing a genetic algorithm. An output of optical rogue waves has been achieved, with a spectral peak intensity exceeding the significant intensity threshold by a factor of 32.8.

Original language	English
Title of host publication	Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023)
Editors	Pu Zhou
Publisher	Society of Photo-Optical Instrumentation Engineers (SPIE)
Number of pages	4
Volume	13104
ISBN (Electronic)	9781510677661
DOIs	https://doi.org/10.1117/12.3014645
Publication status	Published - 18 Mar 2024
Event	Advanced Fiber Laser Conference - Shenzhen, China Duration: 10 Nov 2023 → 12 Nov 2023 https://b2b.csoe.org.cn/meeting/AFL2023.html#408_409

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	13104
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	Advanced Fiber Laser Conference
Abbreviated title	AFL 2023
Country/Territory	China
City	Shenzhen
Period	10/11/23 → 12/11/23
Internet address	https://b2b.csoe.org.cn/meeting/AFL2023.html#408_409

Bibliographical note

Publisher Copyright:
© COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

Keywords

machine learning
mode locking
rogue waves

Access to Document

10.1117/12.3014645

Cite this

Wu, X., Zhang, Y., Peng, J., Boscolo, S., Finot, C., & Zeng, H. (2024). Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms. In P. Zhou (Ed.), Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023) (Vol. 13104). Article 1310405 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 13104). Society of Photo-Optical Instrumentation Engineers (SPIE). https://doi.org/10.1117/12.3014645

@inproceedings{9e9d9e53924545119b5223edce44784c,

title = "Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms",

abstract = "Optical rogue waves are automatically generated in a ultrafast fiber laser utilizing a genetic algorithm. An output of optical rogue waves has been achieved, with a spectral peak intensity exceeding the significant intensity threshold by a factor of 32.8.",

keywords = "machine learning, mode locking, rogue waves",

author = "Xiuqi Wu and Ying Zhang and Junsong Peng and Sonia Boscolo and Christophe Finot and Heping Zeng",

note = "Publisher Copyright: {\textcopyright} COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.; Advanced Fiber Laser Conference, AFL 2023 ; Conference date: 10-11-2023 Through 12-11-2023",

year = "2024",

month = mar,

day = "18",

doi = "10.1117/12.3014645",

language = "English",

volume = "13104",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

publisher = "Society of Photo-Optical Instrumentation Engineers (SPIE)",

editor = "Pu Zhou",

booktitle = "Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023)",

address = "United States",

url = "https://b2b.csoe.org.cn/meeting/AFL2023.html#408_409",

}

Wu, X, Zhang, Y, Peng, J, Boscolo, S, Finot, C & Zeng, H 2024, Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms. in P Zhou (ed.), Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023). vol. 13104, 1310405, Proceedings of SPIE - The International Society for Optical Engineering, vol. 13104, Society of Photo-Optical Instrumentation Engineers (SPIE), Advanced Fiber Laser Conference, Shenzhen, China, 10/11/23. https://doi.org/10.1117/12.3014645

Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms. / Wu, Xiuqi; Zhang, Ying; Peng, Junsong et al.
Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023). ed. / Pu Zhou. Vol. 13104 Society of Photo-Optical Instrumentation Engineers (SPIE), 2024. 1310405 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 13104).

Research output: Chapter in Book/Published conference output › Conference publication

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T1 - Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms

AU - Wu, Xiuqi

AU - Zhang, Ying

AU - Peng, Junsong

AU - Boscolo, Sonia

AU - Finot, Christophe

AU - Zeng, Heping

PY - 2024/3/18

Y1 - 2024/3/18

N2 - Optical rogue waves are automatically generated in a ultrafast fiber laser utilizing a genetic algorithm. An output of optical rogue waves has been achieved, with a spectral peak intensity exceeding the significant intensity threshold by a factor of 32.8.

AB - Optical rogue waves are automatically generated in a ultrafast fiber laser utilizing a genetic algorithm. An output of optical rogue waves has been achieved, with a spectral peak intensity exceeding the significant intensity threshold by a factor of 32.8.

KW - machine learning

KW - mode locking

KW - rogue waves

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DO - 10.1117/12.3014645

M3 - Conference publication

VL - 13104

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023)

A2 - Zhou, Pu

PB - Society of Photo-Optical Instrumentation Engineers (SPIE)

T2 - Advanced Fiber Laser Conference

Y2 - 10 November 2023 through 12 November 2023

ER -

Wu X, Zhang Y, Peng J, Boscolo S, Finot C, Zeng H. Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms. In Zhou P, editor, Proceedings SPIE 13104, Advanced Fiber Laser Conference (AFL2023). Vol. 13104. Society of Photo-Optical Instrumentation Engineers (SPIE). 2024. 1310405. (Proceedings of SPIE - The International Society for Optical Engineering). doi: 10.1117/12.3014645

Control of optical rogue waves in ultrafast fiber lasers by genetic algorithms

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Keywords

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