Measurement of off-shell Higgs boson production in the H* → ZZ → 4ℓ decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector

Collaboration, T.A. (2025) Measurement of off-shell Higgs boson production in the H* → ZZ → 4ℓ decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector. Reports on Progress in Physics, 88 (5). 057803. ISSN 0034-4885

Abstract

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Item Type: Article
Authors/Creators:
  • Collaboration, T.A.
Copyright, Publisher and Additional Information:

© 2025 The Author(s). Original Content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. https://creativecommons.org/licenses/by/4.0/

Keywords: machine learning; likelihood-free inference; neural simulation-based inference; parameter inference; frequentist statistics
Dates:
  • Submitted: 3 December 2024
  • Accepted: 16 April 2025
  • Published (online): 15 May 2025
  • Published: 15 May 2025
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Science (Sheffield) > School of Mathematical and Physical Sciences
Depositing User: Symplectic Sheffield
Date Deposited: 22 May 2025 14:57
Last Modified: 22 May 2025 14:57
Status: Published
Publisher: IOP Publishing
Refereed: Yes
Identification Number: 10.1088/1361-6633/adcd9a
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