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Measurement of the Jet Energy Scale in the CMS experiment ... - IIHE

Measurement of the Jet Energy Scale in the CMS experiment ... - IIHE

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Chapter 3Object ReconstructionThe elementary particles, namely quarks and leptons, emerg<strong>in</strong>g from a hard <strong>in</strong>teractionare observed <strong>in</strong> a detector <strong>experiment</strong> when <strong>the</strong>y <strong>in</strong>teract with <strong>the</strong> material <strong>of</strong><strong>the</strong> detector, <strong>the</strong> neutr<strong>in</strong>os be<strong>in</strong>g an exception because <strong>the</strong>y do not <strong>in</strong>teract with <strong>the</strong>matter and <strong>the</strong>ir presence is understood by <strong>the</strong> miss<strong>in</strong>g amount <strong>in</strong> a balance <strong>of</strong> energybetween <strong>in</strong>itial and f<strong>in</strong>al state. Accord<strong>in</strong>g to <strong>the</strong> known physics processes [61], particles<strong>in</strong>teract with matter and release <strong>the</strong>ir energy which subsequently is collected by <strong>the</strong>data acquisition (DAQ) system <strong>of</strong> <strong>the</strong> detector. The <strong>in</strong>formation that comes out <strong>of</strong><strong>the</strong> detector <strong>in</strong>clud electronic signals which are used when reconstruct<strong>in</strong>g <strong>the</strong> physicsobjects. Different objects have a dist<strong>in</strong>ct behaviour while travers<strong>in</strong>g <strong>the</strong> detector. Thedetector has been designed <strong>in</strong> such a way that, for example, <strong>the</strong> electron objects arestopped <strong>in</strong> <strong>the</strong> ECAL and loose almost all <strong>the</strong>ir energy before reach<strong>in</strong>g <strong>the</strong> HCAL. S<strong>in</strong>ceelectrons are charged particles, <strong>the</strong>y leave hits <strong>in</strong> <strong>the</strong> tracker. Therefore an electron isreconstructed by assign<strong>in</strong>g a track <strong>in</strong> <strong>the</strong> tracker to a collection <strong>of</strong> energy deposit <strong>in</strong><strong>the</strong> ECAL. A more precise description <strong>of</strong> <strong>the</strong> electron reconstruction algorithm used <strong>in</strong><strong>the</strong> <strong>CMS</strong> collabration, is given <strong>in</strong> Section 3.1.In case <strong>of</strong> quarks, as <strong>the</strong>y are not observables before <strong>the</strong> hadronization process, <strong>the</strong>ypass through <strong>the</strong> detector as a cascade <strong>of</strong> hadrons, called jets. <strong>Jet</strong> reconstruction isnot as simple as reconstruct<strong>in</strong>g an electron and much more sophisticated algorithmsare needed. A detailed explanation on how to reconstruct <strong>the</strong> jet objects is <strong>the</strong> subject<strong>of</strong> Section 3.2. In addition to <strong>the</strong> electrons and <strong>the</strong> jets, <strong>the</strong> reconstruction <strong>of</strong> <strong>the</strong>neutr<strong>in</strong>os is <strong>of</strong> great importance and is described <strong>in</strong> Section 3.3. Muons can also bereconstructed <strong>in</strong> <strong>the</strong> <strong>CMS</strong> <strong>experiment</strong> [62]. As muons are not processed <strong>in</strong> this analysis,no dedicated part is added to expla<strong>in</strong> <strong>the</strong>ir reconstruction.3.1 Electron ReconstructionIn order to reconstruct an electron <strong>in</strong> <strong>CMS</strong>, <strong>the</strong> <strong>in</strong>formation from both <strong>the</strong> trackerand <strong>the</strong> electromagnetic calorimeter is used. The first step is <strong>the</strong> cluster<strong>in</strong>g <strong>of</strong> <strong>the</strong>energy deposits <strong>in</strong> <strong>the</strong> ECAL. It has been shown that most <strong>of</strong> <strong>the</strong> energy <strong>of</strong> a s<strong>in</strong>gleelectron or an unconverted photon reach<strong>in</strong>g <strong>the</strong> ECAL, can be collected <strong>in</strong> a clusterwhich is made <strong>of</strong> a few ECAL crystals. For <strong>in</strong>stance, electrons with an energy <strong>of</strong> 120GeV imp<strong>in</strong>g<strong>in</strong>g at <strong>the</strong> center <strong>of</strong> an ECAL crystal, deposit about 97% <strong>of</strong> <strong>the</strong>ir energy29

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