Measurement of the inclusive Formula Presented production cross section in the lepton+jets channel in pp collisions at Formula Presented with the ATLAS detector using support vector machines

ATLAS Collaboration

doi:10.1103/PhysRevD.108.032014

Measurement of the inclusive Formula Presented production cross section in the lepton+jets channel in pp collisions at Formula Presented with the ATLAS detector using support vector machines

ATLAS Collaboration

University of Adelaide
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University of Alberta
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Lawrence Berkeley National Laboratory
Ankara University
Istanbul Aydin University
Giresun Universitesi
TOBB University of Economics and Technology
Université Savoie Mont Blanc
Argonne National Laboratory
Council for Scientific and Industrial Research
University of Science and Technology of China
University of Arizona
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National and Kapodistrian University of Athens
University of the Aegean
National Technical University of Athens
University of Texas at Austin
Bahcesehir University
Istanbul Bilgi University
Bogazici University
Istanbul University
Gaziantep University
Azerbaijan National Academy of Sciences
Institute for High Energy Physics
Autonomous University of Barcelona
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University of Chinese Academy of Sciences
German Electron Synchrotron
Tsinghua University
The Collaborative Innovation Center of Quantum Matter (CICQM)
University of Michigan, Ann Arbor
Nanjing University
University of Belgrade
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University of Bologna
National Institute for Nuclear Physics
Humboldt University of Berlin
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Transilvania University of Brasov
Horia Hulubei National Institute of Physics and Nuclear Engineering
Aix-Marseille Université
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National Institute for Research and Development of Isotopic and Molecular Technologies
West University of Timisoara
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Slovak Academy of Sciences
United States Department of Energy
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The California State University
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King's College London
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University of Iowa
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Weizmann Institute of Science
Ben-Gurion University of the Negev
University of Wisconsin-Madison
University of Louisville
University of Wuppertal
Yale University
A. Alikhanian Yerevan Institute of Physics

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

A measurement of the top quark pair-production cross section in the lepton + jets decay channel is presented. It is based on 4.6 fb - 1 of s = 7 TeV p p collision data collected during 2011 by the ATLAS experiment at the CERN Large Hadron Collider. A three-class, multidimensional event classifier based on support vector machines is used to differentiate t t ¯ events from backgrounds. The t t ¯ production cross section is found to be σ t t ¯ = 168.5 ± 0.7 ( stat ) - 5.9 + 6.2 ( syst ) - 3.2 + 3.4 ( lumi ) pb . The result is consistent with the Standard Model prediction based on QCD calculations at next-to-next-to-leading order.

Original language	English
Article number	032014
Journal	Physical Review D
Volume	108
Issue number	3
DOIs	https://doi.org/10.1103/PhysRevD.108.032014
Publication status	Published - 1 Aug 2023

ASJC Scopus subject areas

Nuclear and High Energy Physics

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10.1103/PhysRevD.108.032014

Cite this

@article{a6884cdd0b12492e9ee863f03e5fead0,

title = "Measurement of the inclusive Formula Presented production cross section in the lepton+jets channel in pp collisions at Formula Presented with the ATLAS detector using support vector machines",

abstract = "A measurement of the top quark pair-production cross section in the lepton + jets decay channel is presented. It is based on 4.6 fb - 1 of s = 7 TeV p p collision data collected during 2011 by the ATLAS experiment at the CERN Large Hadron Collider. A three-class, multidimensional event classifier based on support vector machines is used to differentiate t t ¯ events from backgrounds. The t t ¯ production cross section is found to be σ t t ¯ = 168.5 ± 0.7 ( stat ) - 5.9 + 6.2 ( syst ) - 3.2 + 3.4 ( lumi ) pb . The result is consistent with the Standard Model prediction based on QCD calculations at next-to-next-to-leading order.",

author = "\{ATLAS Collaboration\} and P. Jackson and Oliver, \{J. L.\} and A. Petridis and A. Qureshi and Sharma, \{A. S.\} and White, \{M. J.\} and Cairo, \{V. M.M.\} and V. Jain and Swift, \{S. P.\} and Gingrich, \{D. M.\} and Pinfold, \{J. L.\} and X. Sun and H. Wang and O. Cakir and Yildiz, \{H. Duran\} and S. Kuday and \{Turk Cakir\}, I. and S. Sultansoy and N. Berger and F. Costanza and O. Dartsi and M. Delmastro and \{Di Ciaccio\}, L. and Falke, \{P. J.\} and S. Falke and C. Goy and T. Guillemin and T. Hryn{\textquoteright}ova and S. J{\'e}z{\'e}quel and O. Kivernyk and I. Koletsou and R. Lafaye and J. Lev{\^e}que and \{Lorenzo Martinez\}, N. and S. Raspopov and E. Sauvan and Smart, \{B. H.\} and S. Todorova-Nova and A. Vallier and I. Wingerter-Seez and Y. Abulaiti and Benjamin, \{D. P.\} and S. Chekanov and Hopkins, \{W. H.\} and T. LeCompte and Liu, \{B. X.\} and J. Love and Connell, \{S. H.\} and N. Govender and L. Truong",

note = "Publisher Copyright: {\textcopyright} 2023 CERN, for the ATLAS Collaboration.",

year = "2023",

month = aug,

day = "1",

doi = "10.1103/PhysRevD.108.032014",

language = "English",

volume = "108",

journal = "Physical Review D",

issn = "2470-0010",

publisher = "American Physical Society",

number = "3",

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TY - JOUR

T1 - Measurement of the inclusive Formula Presented production cross section in the lepton+jets channel in pp collisions at Formula Presented with the ATLAS detector using support vector machines

AU - ATLAS Collaboration

AU - Jackson, P.

AU - Oliver, J. L.

AU - Petridis, A.

AU - Qureshi, A.

AU - Sharma, A. S.

AU - White, M. J.

AU - Cairo, V. M.M.

AU - Jain, V.

AU - Swift, S. P.

AU - Gingrich, D. M.

AU - Pinfold, J. L.

AU - Sun, X.

AU - Wang, H.

AU - Cakir, O.

AU - Yildiz, H. Duran

AU - Kuday, S.

AU - Turk Cakir, I.

AU - Sultansoy, S.

AU - Berger, N.

AU - Costanza, F.

AU - Dartsi, O.

AU - Delmastro, M.

AU - Di Ciaccio, L.

AU - Falke, P. J.

AU - Falke, S.

AU - Goy, C.

AU - Guillemin, T.

AU - Hryn’ova, T.

AU - Jézéquel, S.

AU - Kivernyk, O.

AU - Koletsou, I.

AU - Lafaye, R.

AU - Levêque, J.

AU - Lorenzo Martinez, N.

AU - Raspopov, S.

AU - Sauvan, E.

AU - Smart, B. H.

AU - Todorova-Nova, S.

AU - Vallier, A.

AU - Wingerter-Seez, I.

AU - Abulaiti, Y.

AU - Benjamin, D. P.

AU - Chekanov, S.

AU - Hopkins, W. H.

AU - LeCompte, T.

AU - Liu, B. X.

AU - Love, J.

AU - Connell, S. H.

AU - Govender, N.

AU - Truong, L.

PY - 2023/8/1

Y1 - 2023/8/1

N2 - A measurement of the top quark pair-production cross section in the lepton + jets decay channel is presented. It is based on 4.6 fb - 1 of s = 7 TeV p p collision data collected during 2011 by the ATLAS experiment at the CERN Large Hadron Collider. A three-class, multidimensional event classifier based on support vector machines is used to differentiate t t ¯ events from backgrounds. The t t ¯ production cross section is found to be σ t t ¯ = 168.5 ± 0.7 ( stat ) - 5.9 + 6.2 ( syst ) - 3.2 + 3.4 ( lumi ) pb . The result is consistent with the Standard Model prediction based on QCD calculations at next-to-next-to-leading order.

AB - A measurement of the top quark pair-production cross section in the lepton + jets decay channel is presented. It is based on 4.6 fb - 1 of s = 7 TeV p p collision data collected during 2011 by the ATLAS experiment at the CERN Large Hadron Collider. A three-class, multidimensional event classifier based on support vector machines is used to differentiate t t ¯ events from backgrounds. The t t ¯ production cross section is found to be σ t t ¯ = 168.5 ± 0.7 ( stat ) - 5.9 + 6.2 ( syst ) - 3.2 + 3.4 ( lumi ) pb . The result is consistent with the Standard Model prediction based on QCD calculations at next-to-next-to-leading order.

UR - https://www.scopus.com/pages/publications/85173785320

U2 - 10.1103/PhysRevD.108.032014

DO - 10.1103/PhysRevD.108.032014

M3 - Article

AN - SCOPUS:85173785320

SN - 2470-0010

VL - 108

JO - Physical Review D

JF - Physical Review D

IS - 3

M1 - 032014

ER -

Measurement of the inclusive Formula Presented production cross section in the lepton+jets channel in pp collisions at Formula Presented with the ATLAS detector using support vector machines

Abstract

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