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Simultaneous Unbinned Differential Cross-Section Measurement of Twenty-Four Z+jets Kinematic Observables with the ATLAS Detector

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  • Additional Information
    • Publication Information:
      APS
    • Publication Date:
      2024
    • Collection:
      DESY Publication Database (PUBDB)
    • Subject Terms:
    • Abstract:
      Z boson events at the Large Hadron Collider can be selected with high purity and are sensitive to a diverse range of QCD phenomena. As a result, these events are often used to probe the nature of the strong force, improve Monte Carlo event generators, and search for deviations from standard model predictions. All previous measurements of Z boson production characterize the event properties using a small number of observables and present the results as differential cross sections in predetermined bins. In this analysis, a machine learning method called omnifold is used to produce a simultaneous measurement of twenty-four Z+jets observables using 139 fb$^{-1}$ of proton-proton collisions at $\sqrt{s}$=13 TeV collected with the ATLAS detector. Unlike any previous fiducial differential cross-section measurement, this result is presented unbinned as a dataset of particle-level events, allowing for flexible reuse in a variety of contexts and for new observables to be constructed from the twenty-four measured observables.
    • ISSN:
      0031-9007
      1079-7114
      1092-0145
    • Relation:
      info:eu-repo/semantics/altIdentifier/pmid/pmid:39878999; info:eu-repo/semantics/altIdentifier/arxiv/arXiv:2405.20041; info:eu-repo/semantics/altIdentifier/issn/0031-9007; info:eu-repo/semantics/altIdentifier/wos/WOS:001399984000001; info:eu-repo/semantics/altIdentifier/issn/1079-7114; info:eu-repo/semantics/altIdentifier/issn/1092-0145
    • Online Access:
      https://bib-pubdb1.desy.de/record/625883
      https://bib-pubdb1.desy.de/search?p=id:%22PUBDB-2025-01208%22
    • Rights:
      info:eu-repo/semantics/openAccess
    • Accession Number:
      edsbas.F57CF9BA