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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

Publication ,  Journal Article
Jackson, P; Oliver, JL; Petridis, A; Qureshi, A; Sharma, AS; White, MJ; Cairo, VMM; Jain, V; Swift, SP; Gingrich, DM; Pinfold, JL; Sun, X ...
Published in: Physical Review D
August 1, 2023

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.

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Published In

Physical Review D

DOI

EISSN

2470-0029

ISSN

2470-0010

Publication Date

August 1, 2023

Volume

108

Issue

3
 

Citation

APA
Chicago
ICMJE
MLA
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Jackson, P., Oliver, J. L., Petridis, A., Qureshi, A., Sharma, A. S., White, M. J., … Potti, H. (2023). 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. Physical Review D, 108(3). https://doi.org/10.1103/PhysRevD.108.032014
Jackson, P., J. L. Oliver, A. Petridis, A. Qureshi, A. S. Sharma, M. J. White, V. M. M. Cairo, et al. “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.” Physical Review D 108, no. 3 (August 1, 2023). https://doi.org/10.1103/PhysRevD.108.032014.
Jackson P, Oliver JL, Petridis A, Qureshi A, Sharma AS, White MJ, Cairo VMM, Jain V, Swift SP, Gingrich DM, Pinfold JL, Sun X, Wang H, Cakir O, Yildiz HD, Kuday S, Turk Cakir I, Sultansoy S, Berger N, Costanza F, Dartsi O, Delmastro M, Di Ciaccio L, Falke PJ, Falke S, Goy C, Guillemin T, Hryn’ova T, Jézéquel S, Kivernyk O, Koletsou I, Lafaye R, Levêque J, Lorenzo Martinez N, Raspopov S, Sauvan E, Smart BH, Todorova-Nova S, Vallier A, Wingerter-Seez I, Abulaiti Y, Benjamin DP, Chekanov S, Hopkins WH, LeCompte T, Liu BX, Love J, Malon D, Metcalfe J, Paramonov A, Proudfoot J, Ryu S, Stanek RW, Van Gemmeren P, Wang R, Zhang J, Berlendis S, Cheu E, Delitzsch CM, Johns KA, Jones S, Lampl W, LeBlanc M, Leone R, Loch P, Rutherfoord JP, Varnes EW, Zhou Y, Bakshi Gupta D, Burghgrave B, De K, Farbin A, Griffiths J, Hadavand HK, Heelan L, Little JD, Ozturk N, Usai G, White A, Bellos P, Fassouliotis D, Gkialas I, Kourkoumelis C, Papageorgiou K, Tsirintanis N, Alexopoulos T, Bakalis C, Benekos N, Gazis EN, Gkountoumis P, Koulouris A, Maltezos S, Moschovakos P, Panagoulias I, Zacharis G, Andeen T, Narayan R, Nikiforou N, Onyisi PUE, Potti H. 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. Physical Review D. 2023 Aug 1;108(3).

Published In

Physical Review D

DOI

EISSN

2470-0029

ISSN

2470-0010

Publication Date

August 1, 2023

Volume

108

Issue

3