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Search for R-parity-violating supersymmetry in a final state containing leptons and many jets with the ATLAS experiment using $\sqrt{s}=13\phantom{\rule{0.333333em}{0ex}}\text{TeV}$ proton–proton collision data

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{
  "DOI": "10.1140/epjc/s10052-021-09761-x", 
  "abstract": "<p>A search for R-parity-violating supersymmetry in final states characterized by high jet multiplicity, at least one isolated light lepton and either zero or at least three b-tagged jets is presented. The search uses     $139\\phantom{\\rule{0.166667em}{0ex}}{\\text{fb}}^{-1}$   of     $\\sqrt{s}=13\\phantom{\\rule{0.333333em}{0ex}}\\text{TeV}$   proton\u2013proton collision data collected by the ATLAS experiment during Run 2 of the Large Hadron Collider. The results are interpreted in the context of R-parity-violating supersymmetry models that feature gluino production, top-squark production, or electroweakino production. The dominant sources of background are estimated using a data-driven model, based on observables at medium jet multiplicity, to predict the b-tagged jet multiplicity distribution at the higher jet multiplicities used in the search. Machine-learning techniques are used to reach sensitivity to electroweakino production, extending the data-driven background estimation to the shape of the machine-learning discriminant. No significant excess over the Standard Model expectation is observed and exclusion limits at the 95% confidence level are extracted, reaching as high as 2.4 TeV in gluino mass, 1.35 TeV in top-squark mass, and 320 (365) GeV in higgsino (wino) mass.</p>", 
  "author": [
    {
      "family": "CERN \u0130\u015fbirli\u011fi"
    }
  ], 
  "container_title": "European Physical Journal C", 
  "id": "240212", 
  "issue": "11", 
  "issued": {
    "date-parts": [
      [
        2021, 
        1, 
        1
      ]
    ]
  }, 
  "title": "Search for R-parity-violating supersymmetry in a final state containing leptons and many jets with the ATLAS experiment using     $\\sqrt{s}=13\\phantom{\\rule{0.333333em}{0ex}}\\text{TeV}$   proton\u2013proton collision data", 
  "type": "article-journal", 
  "volume": "81"
}
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