Building robust surrogate models of laser-plasma interactions using large scale PIC simulation

Smith, Nathan, Lancaster, Kate orcid.org/0000-0002-0045-9909, Morris, Stuart et al. (2 more authors) (2025) Building robust surrogate models of laser-plasma interactions using large scale PIC simulation. Plasma Physics and Controlled Fusion. 025013. ISSN 1361-6587

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Item Type: Article
Authors/Creators:
Copyright, Publisher and Additional Information:

Publisher Copyright: © 2025 The Author(s). Published by IOP Publishing Ltd.

Keywords: Bremsstrahlung,Gaussian process regression,laser-plasma interactions,laser-solid interactions,machine learning
Dates:
  • Published: 10 January 2025
  • Accepted: 20 December 2024
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Physics (York)
Depositing User: Pure (York)
Date Deposited: 28 Feb 2025 10:40
Last Modified: 26 Mar 2025 00:15
Published Version: https://doi.org/10.1088/1361-6587/ada1f5
Status: Published
Refereed: Yes
Identification Number: 10.1088/1361-6587/ada1f5
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Filename: Smith_2025_Plasma_Phys._Control._Fusion_67_025013.pdf

Description: Building robust surrogate models of laser-plasma interactions using large scale PIC simulation

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