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An Educational Higgs Study with CMS Open Data

Year 2021, Volume 11, Issue 2, 431 - 443, 31.12.2021

Abstract

The Compact Muon Solenoid (CMS) Experiment is one of the particle detectors at CERN’s Large Hadron Collider (LHC). The CMS Collaboration consists of more than 5000 scientists, engineers, technicians and students from more than 200 institutes and universities from more than 40 countries. The CMS collaboration has a wide physics program and published more than 1000 papers. The CMS has provided open access to 2 PB of its data recorded in proton-proton collisions for research and educational use. This paper gives a brief description on how to analyze the CMS open data and shows a simple Higgs Boson analysis with the data recorded in early 2011. 

References

  • [1] The CMS Collaboration, The CMS experiment at the CERN LHC, JINST 3 S08004, 2008.
  • [2] The CMS Collaboration, Observation of a new boson with mass near 125 GeV in pp collisions at √s = 7 and 8 TeV, JHEP 06, 081 (2013), doi:10.1007/JHEP06(2013)081.
  • [3] The CMS Collaboration, Measurement of higgs boson production and properties in the ww decay channel with leptonic final states, JHEP 01, 096 (2014), doi:10.1007/JHEP01(2014)096.
  • [4] The CMS Collaboration, Measurement of the properties of a Higgs boson in the four-lepton final state, Phys. Rev. D 89, no.9, 092007 (2014), doi:10.1103/PhysRevD.89.092007.
  • [5] The CMS Collaboration, Evidence for the 125 GeV Higgs boson decaying to a pair of τ leptons, JHEP 05, 104 (2014), doi:10.1007/JHEP05(2014)104.
  • [6] The CMS Collaboration, Evidence for the direct decay of the 125 GeV Higgs boson to fermions, Nature Phys. 10, 557-560 (2014), doi:10.1038/nphys3005.
  • [7] The CMS Collaboration, Observation of the diphoton decay of the Higgs boson and measurement of its properties, Eur. Phys. J. C 74, no.10, 3076 (2014), doi:10.1140/epjc/s10052-014-3076-z.
  • [8] The CMS Collaboration, Combined measurement of the Higgs boson mass in pp collisions at √s = 7 and 8 TeV with the atlas and cms experiments, Phys. Rev. Lett. 114, 191803 (2015), doi:10.1103/PhysRevLett.114.191803.
  • [9] The CMS Collaboration, Limits on the Higgs boson lifetime and width from its decay to four charged leptons, Phys. Rev. D 92, no.7, 072010 (2015), doi:10.1103/PhysRevD.92.072010.
  • [10] The CMS Collaboration, Measurement of differential cross sections for Higgs boson production in the diphoton decay channel in pp collisions at √s = 8 TeV, Eur. Phys. J. C 76, no.1, 13 (2016), doi:10.1140/epjc/s10052-015-3853-3.
  • [11] The CMS Collaboration, Measurement of differential and integrated fiducial cross sections for Higgs boson production in the four-lepton decay channel in pp collisions at √s = 7 and 8 TeV, JHEP 04, 005 (2016), doi:10.1007/JHEP04(2016)005.
  • [12] The CMS Collaboration, Measurement of the transverse momentum spectrum of the Higgs boson produced in pp collisions at s = √8 TeV using H → WW decays, JHEP 03, 032 (2017), doi:10.1007/JHEP03(2017)032.
  • [13] The CMS Collaboration, Measurements of the Higgs boson production and decay rates and constraints on its couplings from a combined ATLAS and CMS analysis of the LHC pp collision data at √s = 7 and 8 TeV, JHEP 08, 045 (2016), doi:10.1007/JHEP08(2016)045.
  • [14] The CMS Collaboration, Measurements of properties of the Higgs boson decaying into the four-lepton final state in pp collisions at √s = 13 TeV, JHEP 11, 047 (2017), doi:10.1007/JHEP11(2017)047.
  • [15] The CMS Collaboration, Observation of the Higgs boson decay to a pair of τ leptons with the CMS detector, Phys. Lett. B 779, 283-316 (2018), doi:10.1016/j.physletb.2018.02.004.
  • [16] The CMS Collaboration, Inclusive search for a highly boosted Higgs boson decaying to a bottom quark-antiquark pair, Phys. Rev. Lett. 120, no.7, 071802 (2018), doi:10.1103/PhysRevLett.120.071802.
  • [17] The CMS Collaboration, Evidence for the Higgs boson decay to a bottom quark–antiquark pair, Phys. Lett. B 780, 501-532 (2018), doi:10.1016/j.physletb.2018.02.050.
  • [18] The CMS Collaboration, Evidence for associated production of a Higgs boson with a top quark pair in final states with electrons, muons, and hadronically decaying τ leptons at √s = 13 TeV, JHEP 08, 066 (2018), doi:10.1007/JHEP08(2018)066.
  • [19] The CMS Collaboration, Measurements of Higgs boson properties in the diphoton decay channel in proton-proton collisions at √s = 13 TeV, JHEP 11, 185 (2018), doi:10.1007/JHEP11(2018)185.
  • [20] The CMS Collaboration, Measurements of properties of the Higgs boson decaying to a W boson pair in pp collisions at √s = 13 TeV, Phys. Lett. B 791, 96 (2019), doi:10.1016/j.physletb.2018.12.073.
  • [21] The CMS Collaboration, Measurement of inclusive and differential Higgs boson production cross sections in the diphoton decay channel in proton-proton collisions at √s = 13 TeV, JHEP 01, 183 (2019), doi:10.1007/JHEP01(2019)183.
  • [22] The CMS Collaboration, Observation of Higgs boson decay to bottom quarks, Phys. Rev. Lett. 121, no.12, 121801 (2018), doi:10.1103/PhysRevLett.121.121801.
  • [23] The CMS Collaboration, Combined measurements of Higgs boson couplings in proton–proton collisions at √s = 13 TeV, Eur. Phys. J. C 79, no.5, 421 (2019), doi:10.1140/epjc/s10052-019-6909-y.
  • [24] The CMS Collaboration, Combination of searches for Higgs boson pair production in proton-proton collisions at √s = 13 TeV, Phys. Rev. Lett. 122, no.12, 121803 (2019), doi:10.1103/PhysRevLett.122.121803.
  • [25] The CMS Collaboration, Measurement and interpretation of differential cross sections for Higgs boson production at √s = 13 TeV, Phys. Lett. B 792, 369-396 (2019), doi:10.1016/j.physletb.2019.03.059.
  • [26] The CMS Collaboration, Measurements of the Higgs boson width and anomalous HVV couplings from on-shell and off-shell production in the four-lepton final state, Phys. Rev. D 99, no.11, 112003 (2019), doi:10.1103/PhysRevD.99.112003.
  • [27] The CMS Collaboration, Constraints on anomalous HVV couplings from the production of Higgs bosons decaying to τ lepton pairs, Phys. Rev. D 100, no.11, 112002 (2019), doi:10.1103/PhysRevD.100.112002.
  • [28] The CMS Collaboration, Search for Higgs and Z boson decays to J/ψ or Y pairs in the four-muon final state in proton-proton collisions at s=13TeV, Phys. Lett. B 797, 134811 (2019), doi:10.1016/j.physletb.2019.134811.
  • [29] The CMS Collaboration, A measurement of the Higgs boson mass in the diphoton decay channel, Phys. Lett. B 805, 135425 (2020), doi:10.1016/j.physletb.2020.135425.
  • [30] The CMS Collaboration, Measurements of tt ̅H production and the CP structure of the Yukawa interaction between the Higgs boson and top quark in the diphoton decay channel, Phys. Rev. Lett. 125, no.6, 061801 (2020), doi:10.1103/PhysRevLett.125.061801.
  • [31] The CMS Collaboration, Search for resonant pair production of Higgs bosons in the bbZZ channel in proton-proton collisions at √s = 13 TeV, Phys. Rev. D 102, no.3, 032003 (2020), doi:10.1103/PhysRevD.102.032003.
  • [32] The CMS Collaboration, Inclusive search for highly boosted Higgs bosons decaying to bot- tom quark-antiquark pairs in proton-proton collisions at √s = 13 TeV, JHEP 12, 085 (2020), doi:10.1007/JHEP12(2020)085.
  • [33] The CMS Collaboration, Measurement of the inclusive and differential Higgs boson production cross sections in the leptonic WW decay mode at √s = 13 TeV, JHEP 03, 003 (2021), doi:10.1007/JHEP03(2021)003.
  • [34] The CMS Collaboration, Evidence for Higgs boson decay to a pair of muons, JHEP 01, 148 (2021), doi:10.1007/JHEP01(2021)148.
  • [35] The CMS Collaboration, Measurement of the Higgs boson production rate in association with top quarks in final states with electrons, muons, and hadronically decaying tau leptons at √s = 13 TeV, Eur. Phys. J. C 81, no.4, 378 (2021), doi:10.1140/epjc/s10052-021-09014-x.
  • [36] The CMS Collaboration, Search for nonresonant Higgs boson pair production in final states with two bottom quarks and two photons in proton-proton collisions at √s = 13 TeV, JHEP 03, 257 (2021), doi:10.1007/JHEP03(2021)257.
  • [37] The CMS Collaboration, Measurements of production cross sections of the Higgs boson in the four-lepton final state in proton–proton collisions at √s = 13TeV, Eur. Phys. J. C 81, no.6, 488 (2021), doi:10.1140/epjc/s10052-021-09200-x.
  • [38] The CMS Collaboration, Measurements of Higgs boson production cross sections and couplings in the diphoton decay channel at √s = 13 TeV, JHEP 07, 027 (2021), doi:10.1007/JHEP07(2021)027.
  • [39] Larkoski, A., Marzani, S., Thaler, J., Tripathee, A. and Xue, W., Exposing the QCD Splitting Function with CMS Open Data, Phys. Rev. Lett. 119 (2017) no.13, 132003, doi:10.1103/PhysRevLett.119.132003.
  • [40] Tripathee, A., Xue, W. , Larkoski, A., Marzani, S. and Thaler, J., Jet substructure studies with CMS Open Data, Phys. Rev. D 96 (2017) no.7, 074003, doi:10.1103/PhysRevD.96.074003.
  • [41] Andrews, M., Paulini, M., Gleyzer, S. and Poczos, B., End-to-end physics event classification with CMS Open Data: applying image-based deep learning to detector data for the direct classification of collision events at the LHC, Comput. Softw. Big Sci. 4 (2020) no.1, 6, doi:10.1007/s41781-020-00038-8.
  • [42] Cesarotti, C., Soreq, Y. , Strassler, M.J., Thaler, J., and Xue, W., Searching in CMS open data for dimuon resonances with substantial transverse momentum, Phys. Rev. D 100 (2019) no.1, 015021, doi:10.1103/PhysRevD.100.015021.
  • [43] Andrews, M., Alison, J., An, S., Bryant, P., Burkle, B., Gleyzer, S., Narain, M. , Paulini, M., Poczos, B., and Usai, E., End-to-end jet classification of quarks and gluons with the CMS Open Data, Nucl. Instrum. Meth. A 977 (2020), 164304, doi:10.1016/j.nima.2020.164304.
  • [44] Apyan, A., Cuozzo, W., Klute, M., Saito, Y., Schott, M., and Sintayehu, B., Opportunities and challenges of Standard Model production cross section measurements in proton-proton collisions at √s =8 TeV using CMS Open Data, JINST 15 (2020) no.01, P01009, doi:10.1088/1748-0221/15/01/P01009.
  • [45] Paktinat Mehdiabadi, S., and Fahim, A., Explicit jet veto as a tool to purify the underlying event in the Drell–Yan process using CMS Open Data, J. Phys. G 46 (2019) no.9, 095003, doi:10.1088/1361-6471/ab33a9.
  • [46] Komiske, P.T., Mastandrea, R., Metodiev, E. M., Naik, P. and Thaler, J., Exploring the Space of Jets with CMS Open Data, Phys. Rev. D 101 (2020) no.3, 034009, doi:10.1103/PhysRevD.101.034009.
  • [47] Knapp, O., Cerri, O., Dissertori, G., Nguyen, T.Q., Pierini, M. and Vlimant, J.R., Adversarially learned anomaly detection on CMS Open Data: re-discovering the top quark, Eur. Phys. J. Plus 136 (2021) no.2, 236, doi:10.1140/epjp/s13360-021-01109-4.
  • [48] The CMS Collaboration, DoubleMu primary dataset in AOD format from RunA of 2011 (/DoubleMu/Run2011A-12Oct2013-v1/AOD). CERN Open Data Portal, (2016). doi:10.7483/OPENDATA.CMS.RZ34.QR6N.
  • [49] The CMS Collaboration, DoubleElectron primary dataset in AOD format from RunA of 2011 (/DoubleElectron/Run2011A-12Oct2013-v1/AOD), CERN Open Data Portal, (2016). doi:10.7483/OPENDATA.CMS.MQXP.QNMB.
  • [50] The CMS Collaboration, Performance of CMS muon reconstruction in pp collision events at √s = 7 TeV, JINST 7 (2012) P10002, doi:10.1088/1748-0221/7/10/P10002

CMS Açık Veri ile Eğitici Higgs Çalışması

Year 2021, Volume 11, Issue 2, 431 - 443, 31.12.2021

Abstract

Kompakt Müon Solenoid (CMS) Deneyi, CERN’in Büyük Hadron Çarpıştırıcısındaki (LHC) parçacık dedektörlerinden biridir. CMS İşbirliği, 40’tan fazla ülkeden 200’den fazla enstitü ve üniversiteden 5000’den fazla bilim insanı, mühendis, teknisyen ve öğrenciden oluşmaktadır. CMS İşbirliği geniş bir fizik programına sahiptir ve 1000’den fazla makale yayınlamıştır. CMS, araştırma ve eğitim amaçlı kullanım için proton-proton çarpışmalarında kaydedilen verilerinin 2 PB’sine açık erişim sağlamıştır. Bu makale, CMS açık verilerinin nasıl analiz edileceğine dair kısa bir açıklama sunar ve 2011’in başlarında kaydedilen verilerle basit bir Higgs Boson analizini içerir. 

References

  • [1] The CMS Collaboration, The CMS experiment at the CERN LHC, JINST 3 S08004, 2008.
  • [2] The CMS Collaboration, Observation of a new boson with mass near 125 GeV in pp collisions at √s = 7 and 8 TeV, JHEP 06, 081 (2013), doi:10.1007/JHEP06(2013)081.
  • [3] The CMS Collaboration, Measurement of higgs boson production and properties in the ww decay channel with leptonic final states, JHEP 01, 096 (2014), doi:10.1007/JHEP01(2014)096.
  • [4] The CMS Collaboration, Measurement of the properties of a Higgs boson in the four-lepton final state, Phys. Rev. D 89, no.9, 092007 (2014), doi:10.1103/PhysRevD.89.092007.
  • [5] The CMS Collaboration, Evidence for the 125 GeV Higgs boson decaying to a pair of τ leptons, JHEP 05, 104 (2014), doi:10.1007/JHEP05(2014)104.
  • [6] The CMS Collaboration, Evidence for the direct decay of the 125 GeV Higgs boson to fermions, Nature Phys. 10, 557-560 (2014), doi:10.1038/nphys3005.
  • [7] The CMS Collaboration, Observation of the diphoton decay of the Higgs boson and measurement of its properties, Eur. Phys. J. C 74, no.10, 3076 (2014), doi:10.1140/epjc/s10052-014-3076-z.
  • [8] The CMS Collaboration, Combined measurement of the Higgs boson mass in pp collisions at √s = 7 and 8 TeV with the atlas and cms experiments, Phys. Rev. Lett. 114, 191803 (2015), doi:10.1103/PhysRevLett.114.191803.
  • [9] The CMS Collaboration, Limits on the Higgs boson lifetime and width from its decay to four charged leptons, Phys. Rev. D 92, no.7, 072010 (2015), doi:10.1103/PhysRevD.92.072010.
  • [10] The CMS Collaboration, Measurement of differential cross sections for Higgs boson production in the diphoton decay channel in pp collisions at √s = 8 TeV, Eur. Phys. J. C 76, no.1, 13 (2016), doi:10.1140/epjc/s10052-015-3853-3.
  • [11] The CMS Collaboration, Measurement of differential and integrated fiducial cross sections for Higgs boson production in the four-lepton decay channel in pp collisions at √s = 7 and 8 TeV, JHEP 04, 005 (2016), doi:10.1007/JHEP04(2016)005.
  • [12] The CMS Collaboration, Measurement of the transverse momentum spectrum of the Higgs boson produced in pp collisions at s = √8 TeV using H → WW decays, JHEP 03, 032 (2017), doi:10.1007/JHEP03(2017)032.
  • [13] The CMS Collaboration, Measurements of the Higgs boson production and decay rates and constraints on its couplings from a combined ATLAS and CMS analysis of the LHC pp collision data at √s = 7 and 8 TeV, JHEP 08, 045 (2016), doi:10.1007/JHEP08(2016)045.
  • [14] The CMS Collaboration, Measurements of properties of the Higgs boson decaying into the four-lepton final state in pp collisions at √s = 13 TeV, JHEP 11, 047 (2017), doi:10.1007/JHEP11(2017)047.
  • [15] The CMS Collaboration, Observation of the Higgs boson decay to a pair of τ leptons with the CMS detector, Phys. Lett. B 779, 283-316 (2018), doi:10.1016/j.physletb.2018.02.004.
  • [16] The CMS Collaboration, Inclusive search for a highly boosted Higgs boson decaying to a bottom quark-antiquark pair, Phys. Rev. Lett. 120, no.7, 071802 (2018), doi:10.1103/PhysRevLett.120.071802.
  • [17] The CMS Collaboration, Evidence for the Higgs boson decay to a bottom quark–antiquark pair, Phys. Lett. B 780, 501-532 (2018), doi:10.1016/j.physletb.2018.02.050.
  • [18] The CMS Collaboration, Evidence for associated production of a Higgs boson with a top quark pair in final states with electrons, muons, and hadronically decaying τ leptons at √s = 13 TeV, JHEP 08, 066 (2018), doi:10.1007/JHEP08(2018)066.
  • [19] The CMS Collaboration, Measurements of Higgs boson properties in the diphoton decay channel in proton-proton collisions at √s = 13 TeV, JHEP 11, 185 (2018), doi:10.1007/JHEP11(2018)185.
  • [20] The CMS Collaboration, Measurements of properties of the Higgs boson decaying to a W boson pair in pp collisions at √s = 13 TeV, Phys. Lett. B 791, 96 (2019), doi:10.1016/j.physletb.2018.12.073.
  • [21] The CMS Collaboration, Measurement of inclusive and differential Higgs boson production cross sections in the diphoton decay channel in proton-proton collisions at √s = 13 TeV, JHEP 01, 183 (2019), doi:10.1007/JHEP01(2019)183.
  • [22] The CMS Collaboration, Observation of Higgs boson decay to bottom quarks, Phys. Rev. Lett. 121, no.12, 121801 (2018), doi:10.1103/PhysRevLett.121.121801.
  • [23] The CMS Collaboration, Combined measurements of Higgs boson couplings in proton–proton collisions at √s = 13 TeV, Eur. Phys. J. C 79, no.5, 421 (2019), doi:10.1140/epjc/s10052-019-6909-y.
  • [24] The CMS Collaboration, Combination of searches for Higgs boson pair production in proton-proton collisions at √s = 13 TeV, Phys. Rev. Lett. 122, no.12, 121803 (2019), doi:10.1103/PhysRevLett.122.121803.
  • [25] The CMS Collaboration, Measurement and interpretation of differential cross sections for Higgs boson production at √s = 13 TeV, Phys. Lett. B 792, 369-396 (2019), doi:10.1016/j.physletb.2019.03.059.
  • [26] The CMS Collaboration, Measurements of the Higgs boson width and anomalous HVV couplings from on-shell and off-shell production in the four-lepton final state, Phys. Rev. D 99, no.11, 112003 (2019), doi:10.1103/PhysRevD.99.112003.
  • [27] The CMS Collaboration, Constraints on anomalous HVV couplings from the production of Higgs bosons decaying to τ lepton pairs, Phys. Rev. D 100, no.11, 112002 (2019), doi:10.1103/PhysRevD.100.112002.
  • [28] The CMS Collaboration, Search for Higgs and Z boson decays to J/ψ or Y pairs in the four-muon final state in proton-proton collisions at s=13TeV, Phys. Lett. B 797, 134811 (2019), doi:10.1016/j.physletb.2019.134811.
  • [29] The CMS Collaboration, A measurement of the Higgs boson mass in the diphoton decay channel, Phys. Lett. B 805, 135425 (2020), doi:10.1016/j.physletb.2020.135425.
  • [30] The CMS Collaboration, Measurements of tt ̅H production and the CP structure of the Yukawa interaction between the Higgs boson and top quark in the diphoton decay channel, Phys. Rev. Lett. 125, no.6, 061801 (2020), doi:10.1103/PhysRevLett.125.061801.
  • [31] The CMS Collaboration, Search for resonant pair production of Higgs bosons in the bbZZ channel in proton-proton collisions at √s = 13 TeV, Phys. Rev. D 102, no.3, 032003 (2020), doi:10.1103/PhysRevD.102.032003.
  • [32] The CMS Collaboration, Inclusive search for highly boosted Higgs bosons decaying to bot- tom quark-antiquark pairs in proton-proton collisions at √s = 13 TeV, JHEP 12, 085 (2020), doi:10.1007/JHEP12(2020)085.
  • [33] The CMS Collaboration, Measurement of the inclusive and differential Higgs boson production cross sections in the leptonic WW decay mode at √s = 13 TeV, JHEP 03, 003 (2021), doi:10.1007/JHEP03(2021)003.
  • [34] The CMS Collaboration, Evidence for Higgs boson decay to a pair of muons, JHEP 01, 148 (2021), doi:10.1007/JHEP01(2021)148.
  • [35] The CMS Collaboration, Measurement of the Higgs boson production rate in association with top quarks in final states with electrons, muons, and hadronically decaying tau leptons at √s = 13 TeV, Eur. Phys. J. C 81, no.4, 378 (2021), doi:10.1140/epjc/s10052-021-09014-x.
  • [36] The CMS Collaboration, Search for nonresonant Higgs boson pair production in final states with two bottom quarks and two photons in proton-proton collisions at √s = 13 TeV, JHEP 03, 257 (2021), doi:10.1007/JHEP03(2021)257.
  • [37] The CMS Collaboration, Measurements of production cross sections of the Higgs boson in the four-lepton final state in proton–proton collisions at √s = 13TeV, Eur. Phys. J. C 81, no.6, 488 (2021), doi:10.1140/epjc/s10052-021-09200-x.
  • [38] The CMS Collaboration, Measurements of Higgs boson production cross sections and couplings in the diphoton decay channel at √s = 13 TeV, JHEP 07, 027 (2021), doi:10.1007/JHEP07(2021)027.
  • [39] Larkoski, A., Marzani, S., Thaler, J., Tripathee, A. and Xue, W., Exposing the QCD Splitting Function with CMS Open Data, Phys. Rev. Lett. 119 (2017) no.13, 132003, doi:10.1103/PhysRevLett.119.132003.
  • [40] Tripathee, A., Xue, W. , Larkoski, A., Marzani, S. and Thaler, J., Jet substructure studies with CMS Open Data, Phys. Rev. D 96 (2017) no.7, 074003, doi:10.1103/PhysRevD.96.074003.
  • [41] Andrews, M., Paulini, M., Gleyzer, S. and Poczos, B., End-to-end physics event classification with CMS Open Data: applying image-based deep learning to detector data for the direct classification of collision events at the LHC, Comput. Softw. Big Sci. 4 (2020) no.1, 6, doi:10.1007/s41781-020-00038-8.
  • [42] Cesarotti, C., Soreq, Y. , Strassler, M.J., Thaler, J., and Xue, W., Searching in CMS open data for dimuon resonances with substantial transverse momentum, Phys. Rev. D 100 (2019) no.1, 015021, doi:10.1103/PhysRevD.100.015021.
  • [43] Andrews, M., Alison, J., An, S., Bryant, P., Burkle, B., Gleyzer, S., Narain, M. , Paulini, M., Poczos, B., and Usai, E., End-to-end jet classification of quarks and gluons with the CMS Open Data, Nucl. Instrum. Meth. A 977 (2020), 164304, doi:10.1016/j.nima.2020.164304.
  • [44] Apyan, A., Cuozzo, W., Klute, M., Saito, Y., Schott, M., and Sintayehu, B., Opportunities and challenges of Standard Model production cross section measurements in proton-proton collisions at √s =8 TeV using CMS Open Data, JINST 15 (2020) no.01, P01009, doi:10.1088/1748-0221/15/01/P01009.
  • [45] Paktinat Mehdiabadi, S., and Fahim, A., Explicit jet veto as a tool to purify the underlying event in the Drell–Yan process using CMS Open Data, J. Phys. G 46 (2019) no.9, 095003, doi:10.1088/1361-6471/ab33a9.
  • [46] Komiske, P.T., Mastandrea, R., Metodiev, E. M., Naik, P. and Thaler, J., Exploring the Space of Jets with CMS Open Data, Phys. Rev. D 101 (2020) no.3, 034009, doi:10.1103/PhysRevD.101.034009.
  • [47] Knapp, O., Cerri, O., Dissertori, G., Nguyen, T.Q., Pierini, M. and Vlimant, J.R., Adversarially learned anomaly detection on CMS Open Data: re-discovering the top quark, Eur. Phys. J. Plus 136 (2021) no.2, 236, doi:10.1140/epjp/s13360-021-01109-4.
  • [48] The CMS Collaboration, DoubleMu primary dataset in AOD format from RunA of 2011 (/DoubleMu/Run2011A-12Oct2013-v1/AOD). CERN Open Data Portal, (2016). doi:10.7483/OPENDATA.CMS.RZ34.QR6N.
  • [49] The CMS Collaboration, DoubleElectron primary dataset in AOD format from RunA of 2011 (/DoubleElectron/Run2011A-12Oct2013-v1/AOD), CERN Open Data Portal, (2016). doi:10.7483/OPENDATA.CMS.MQXP.QNMB.
  • [50] The CMS Collaboration, Performance of CMS muon reconstruction in pp collision events at √s = 7 TeV, JINST 7 (2012) P10002, doi:10.1088/1748-0221/7/10/P10002

Details

Primary Language English
Subjects Physics, Nuclear
Journal Section Physics
Authors

Bora AKGUN (Primary Author)
BOGAZICI UNIVERSITY
0000-0001-8888-3562
Türkiye

Publication Date December 31, 2021
Application Date October 1, 2021
Acceptance Date December 3, 2021
Published in Issue Year 2021, Volume 11, Issue 2

Cite

Bibtex @research article { adyujsci1003333, journal = {Adıyaman University Journal of Science}, issn = {2147-1630}, eissn = {2146-586X}, address = {}, publisher = {Adıyaman University}, year = {2021}, volume = {11}, number = {2}, pages = {431 - 443}, title = {An Educational Higgs Study with CMS Open Data}, key = {cite}, author = {Akgun, Bora} }
APA Akgun, B. (2021). An Educational Higgs Study with CMS Open Data . Adıyaman University Journal of Science , 11 (2) , 431-443 . Retrieved from https://dergipark.org.tr/en/pub/adyujsci/issue/67254/1003333
MLA Akgun, B. "An Educational Higgs Study with CMS Open Data" . Adıyaman University Journal of Science 11 (2021 ): 431-443 <https://dergipark.org.tr/en/pub/adyujsci/issue/67254/1003333>
Chicago Akgun, B. "An Educational Higgs Study with CMS Open Data". Adıyaman University Journal of Science 11 (2021 ): 431-443
RIS TY - JOUR T1 - An Educational Higgs Study with CMS Open Data AU - Bora Akgun Y1 - 2021 PY - 2021 N1 - DO - T2 - Adıyaman University Journal of Science JF - Journal JO - JOR SP - 431 EP - 443 VL - 11 IS - 2 SN - 2147-1630-2146-586X M3 - UR - Y2 - 2021 ER -
EndNote %0 Adıyaman University Journal of Science An Educational Higgs Study with CMS Open Data %A Bora Akgun %T An Educational Higgs Study with CMS Open Data %D 2021 %J Adıyaman University Journal of Science %P 2147-1630-2146-586X %V 11 %N 2 %R %U
ISNAD Akgun, Bora . "An Educational Higgs Study with CMS Open Data". Adıyaman University Journal of Science 11 / 2 (December 2021): 431-443 .
AMA Akgun B. An Educational Higgs Study with CMS Open Data. ADYU J SCI. 2021; 11(2): 431-443.
Vancouver Akgun B. An Educational Higgs Study with CMS Open Data. Adıyaman University Journal of Science. 2021; 11(2): 431-443.
IEEE B. Akgun , "An Educational Higgs Study with CMS Open Data", Adıyaman University Journal of Science, vol. 11, no. 2, pp. 431-443, Dec. 2021

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