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Phase identification and bespoke beam shaping for coherent beam combination via deep learning

Phase identification and bespoke beam shaping for coherent beam combination via deep learning
Phase identification and bespoke beam shaping for coherent beam combination via deep learning
Practical application of coherent beam combination of multiple fibres necessitates phase identification and optimisation in real-time. Here, we solve this mathematical challenge via deep learning, and hence demonstrate the potential for real-time bespoke beam shaping.
Mills, Benjamin
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Grant-Jacob, James
c5d144d8-3c43-4195-8e80-edd96bfda91b
Praeger, Matthew
84575f28-4530-4f89-9355-9c5b6acc6cac
Eason, R.W.
e38684c3-d18c-41b9-a4aa-def67283b020
Nilsson, Johan
f41d0948-4ca9-4b93-b44d-680ca0bf157b
Zervas, Michael N.
1840a474-dd50-4a55-ab74-6f086aa3f701
Mills, Benjamin
05f1886e-96ef-420f-b856-4115f4ab36d0
Grant-Jacob, James
c5d144d8-3c43-4195-8e80-edd96bfda91b
Praeger, Matthew
84575f28-4530-4f89-9355-9c5b6acc6cac
Eason, R.W.
e38684c3-d18c-41b9-a4aa-def67283b020
Nilsson, Johan
f41d0948-4ca9-4b93-b44d-680ca0bf157b
Zervas, Michael N.
1840a474-dd50-4a55-ab74-6f086aa3f701

Mills, Benjamin, Grant-Jacob, James, Praeger, Matthew, Eason, R.W., Nilsson, Johan and Zervas, Michael N. (2022) Phase identification and bespoke beam shaping for coherent beam combination via deep learning. CLEO, , San Jose, United States. 15 - 20 May 2022.

Record type: Conference or Workshop Item (Paper)

Abstract

Practical application of coherent beam combination of multiple fibres necessitates phase identification and optimisation in real-time. Here, we solve this mathematical challenge via deep learning, and hence demonstrate the potential for real-time bespoke beam shaping.

Text
CLEO 2022 abstract CBC v09 -- PDF - Accepted Manuscript
Available under License Creative Commons Attribution.
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More information

Published date: 19 May 2022
Venue - Dates: CLEO, , San Jose, United States, 2022-05-15 - 2022-05-20
Learn more about Zepler Institute for Photonics and Nanoelectronics research Learn more about Zepler Institute for Photonics and Nanoelectronics research Learn more about Institute for Life Sciences research

Identifiers

Local EPrints ID: 457915
URI: http://eprints.soton.ac.uk/id/eprint/457915
PURE UUID: 71488d3a-116b-40e9-bb3b-732860df99a9
ORCID for Benjamin Mills: ORCID iD orcid.org/0000-0002-1784-1012
ORCID for James Grant-Jacob: ORCID iD orcid.org/0000-0002-4270-4247
ORCID for Matthew Praeger: ORCID iD orcid.org/0000-0002-5814-6155
ORCID for R.W. Eason: ORCID iD orcid.org/0000-0001-9704-2204
ORCID for Johan Nilsson: ORCID iD orcid.org/0000-0003-1691-7959
ORCID for Michael N. Zervas: ORCID iD orcid.org/0000-0002-0651-4059

Catalogue record

Date deposited: 22 Jun 2022 16:33
Last modified: 17 Mar 2024 03:22

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Contributors

Author: Benjamin Mills ORCID iD
Author: James Grant-Jacob ORCID iD
Author: Matthew Praeger ORCID iD
Author: R.W. Eason ORCID iD
Author: Johan Nilsson ORCID iD
Author: Michael N. Zervas ORCID iD

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