Simultaneous Unbinned Differential Cross-Section Measurement of Twenty-Four Z+jets Kinematic Observables with the ATLAS Detector
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| Publication date | 31-12-2024 |
| Journal | Physical Review Letters |
| Article number | 261803 |
| Volume | Issue number | 133 | 26 |
| Number of pages | 24 |
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| Abstract |
π 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 π 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 π +jets observables using 139ββfbβ1 of proton-proton collisions at βπ =13ββTeV 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.
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| Document type | Article |
| Note | With supplementary file |
| Language | English |
| Published at | https://doi.org/10.1103/PhysRevLett.133.261803 |
| Downloads |
PhysRevLett.133.261803
(Final published version)
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