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Accepted manuscript

Pointing Stabilization of a 1Hz High Power Laser via Machine Learning

Published online by Cambridge University Press:  25 April 2025

Alessio Amodio ,
Dan Wang Open the ORCID record for Dan Wang [Opens in a new window] ,
Curtis Berger ,
Hai-En Tsai ,
Samuel K Barber ,
Jeroen van Tilborg ,
Alexander Picksley ,
Zakchary Eisentraut ,
Neel Rajeshbhai Vora  and
Mahek Logantha
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Alessio Amodio
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Dan Wang
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Curtis Berger
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Hai-En Tsai
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Samuel K Barber
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Jeroen van Tilborg
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Alexander Picksley
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Zakchary Eisentraut
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Neel Rajeshbhai Vora
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Mahek Logantha
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Qing Ji
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Qiang Du*
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Russell Wilcox
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
Anthony Gonsalves
Affiliation:
Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States
*
Correspondence to: Qiang Du, Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA, United States. Email: [email protected]
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Abstract

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Keywords

Petawatt/1Hz laserTerawatt Operationlaser-plasma accelerator (LPA)stabilizationmachine learningdeterministic control
Type
Research Article
Information
High Power Laser Science and Engineering , Accepted manuscript , pp. 1 - 10
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
© The Author(s), 2025. Published by Cambridge University Press in association with Chinese Laser Press

Footnotes

*

The first two authors contributed equally to this work.