New applications of the multi variate analysis framework NeuroBayes for an inclusive b-jet cross section measurement at CMS [Elektronische Ressource] / von Simon Honc

New applications of the multi variate analysis framework NeuroBayes for an inclusive b-jet cross section measurement at CMS [Elektronische Ressource] / von Simon Honc

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New applications ofthe multi variate analysis frameworkNeuroBayes for an inclusive b-jetcross section measurement at CMSZur Erlangung des akademischen Grades einesDOKTORS DER NATURWISSENSCHAFTENvon der Fakult¨at fur¨ Physik desKarlsruher Institut fur¨ Technologie (KIT)genehmigteDISSERTATIONvonDipl. Phys. Simon Honcaus StuttgartTag der mundlic¨ hen Prufung:¨ 13.05.2011Referent: Prof. Dr. M. Feindt, Institut fur¨ Experimentelle KernphysikKorreferent: Prof. Dr. Th. Muller,¨ Institut fur¨ Experimentelle Kernphysik”Der Vorwurf, meine Doktorarbeit sei ein Plagiat, ist abstrus.”(K. T. zu Guttenberg am 16. Februar 2011)f¨ur LisaContents1 Introduction 72 The Standard Model of particle physics 112.1 ParameteroftheStandardModel............................ 112.1.1 TheelementaryparticlesoftheStandardModel............... 122.1.2 TheinteractionsoftheStandardModel.................... 132.2 Heavyquarkproduction................................. 152.2.1 b-jet cross section ................................ 162.2.2 QCDpredictions 162.2.3 Historicalcontext 192.2.4 Conclusion.................................... 243 The CMS experiment 253.1 CERN-ConseilEuropenpourlaRechercheNucleaire................ 253.2 LHC - Large hadron collider............................... 273.3 CMSdetector-Compactmuonsolenoiddetector................... 283.3.1 Trackingsystem................................. 303.3.2 Calorimeter 313.3.3 Muondetector..................................

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Published 01 January 2011
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