Reconfigurable Soliton Microcombs via Genetic Algorithms

Celine Mazoukh; Luigi di Lauro; Bennet Fischer; Abdulrahim Aadhi; Imtiaz Alamgir; Armaghan Eshaghi; Brent Little; Sai Chu; David Moss; Roberto Morandotti

doi:10.1109/PN58661.2023.10223016

Reconfigurable Soliton Microcombs via Genetic Algorithms

Celine Mazoukh^*
, Luigi di Lauro
, Bennet Fischer
, Abdulrahim Aadhi
, Imtiaz Alamgir
, Armaghan Eshaghi
, Brent Little
, Sai Chu
, David Moss
, Roberto Morandotti

^*Corresponding author for this work

Department of Physics

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Abstract

We illustrate a novel strategy to robustly generate combs in microring resonators pumped with a continuous-wave laser source, by employing genetic algorithms to optimize the parameters required for coherent state generation. © 2023 IEEE.

Original language	English
Title of host publication	2023 Photonics North (PN)
Publisher	IEEE
Number of pages	2
ISBN (Electronic)	9798350326734
ISBN (Print)	979-8-3503-2674-1
DOIs	https://doi.org/10.1109/PN58661.2023.10223016
Publication status	Published - 2023
Event	2023 Photonics North (PN 2023) - Palais des congrès de Montréal, Montreal, Canada Duration: 12 Jun 2023 → 15 Jun 2023 https://255.quebecconference.org/en/about/previous-conferences

Publication series

Name	Photonics North, PN
ISSN (Print)	2693-8324
ISSN (Electronic)	2693-8316

Conference

Conference	2023 Photonics North (PN 2023)
Place	Canada
City	Montreal
Period	12/06/23 → 15/06/23
Internet address	https://255.quebecconference.org/en/about/previous-conferences

Bibliographical note

Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).

Research Keywords

frequency combs
genetic algorithms
machine learning
solitons

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10.1109/PN58661.2023.10223016

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title = "Reconfigurable Soliton Microcombs via Genetic Algorithms",

abstract = "We illustrate a novel strategy to robustly generate combs in microring resonators pumped with a continuous-wave laser source, by employing genetic algorithms to optimize the parameters required for coherent state generation. {\textcopyright} 2023 IEEE.",

keywords = "frequency combs, genetic algorithms, machine learning, solitons",

author = "Celine Mazoukh and Lauro, \{Luigi di\} and Bennet Fischer and Abdulrahim Aadhi and Imtiaz Alamgir and Armaghan Eshaghi and Brent Little and Sai Chu and David Moss and Roberto Morandotti",

note = "Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).; 2023 Photonics North (PN 2023) ; Conference date: 12-06-2023 Through 15-06-2023",

year = "2023",

doi = "10.1109/PN58661.2023.10223016",

language = "English",

isbn = "979-8-3503-2674-1",

series = "Photonics North, PN",

publisher = "IEEE",

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TY - GEN

T1 - Reconfigurable Soliton Microcombs via Genetic Algorithms

AU - Mazoukh, Celine

AU - Lauro, Luigi di

AU - Fischer, Bennet

AU - Aadhi, Abdulrahim

AU - Alamgir, Imtiaz

AU - Eshaghi, Armaghan

AU - Little, Brent

AU - Chu, Sai

AU - Moss, David

AU - Morandotti, Roberto

N1 - Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).

PY - 2023

Y1 - 2023

N2 - We illustrate a novel strategy to robustly generate combs in microring resonators pumped with a continuous-wave laser source, by employing genetic algorithms to optimize the parameters required for coherent state generation. © 2023 IEEE.

AB - We illustrate a novel strategy to robustly generate combs in microring resonators pumped with a continuous-wave laser source, by employing genetic algorithms to optimize the parameters required for coherent state generation. © 2023 IEEE.

KW - frequency combs

KW - genetic algorithms

KW - machine learning

KW - solitons

UR - https://www.scopus.com/pages/publications/85171574248

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85171574248&origin=recordpage

U2 - 10.1109/PN58661.2023.10223016

DO - 10.1109/PN58661.2023.10223016

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 979-8-3503-2674-1

T3 - Photonics North, PN

BT - 2023 Photonics North (PN)

PB - IEEE

T2 - 2023 Photonics North (PN 2023)

Y2 - 12 June 2023 through 15 June 2023

ER -

Reconfigurable Soliton Microcombs via Genetic Algorithms

Abstract

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Research Keywords

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