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Energy Flow Studies Steve Kuhlmann Argonne National Laboratory for Steve Magill, U.S. LC Calorimeter Group
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Introduction/Outline Detector is the “Small” Detector (Si-W EM Cal, 5 mm X 5mm, R=127 cm, 17%/ E) (Fe-Scint HAD Cal, 1 cm X 1cm, R=144cm, 60%/ E) Software is JAS2 and GIZMO simulation Conversion to Geant4 “soon” Real Track Pattern Recognition Included Will Discuss: Brief Photon Review and Plans Initial work on the Real Challenge: Neutrons/KLongs
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Resolution components of Hadronic Z Decays at s = 91 GeV Assuming Perfect Identification in this Detector Configuration Neutrons+KLong 2.9 GeV Photons 1.4 GeV Tracks 0.25 GeV Put together in Tesla TDR in Energy Flow algorithm
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Hadronic Z Decay
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Simple 3 cut analysis 1.Reject EM Clusters if within Delta-R<0.03 from Track (0.2% loss of real photons) 2.Shower Max Energy > 30 MeV (MIP=8 MeV) 3.Reject EM Cluster if Delta-R< 0.1 AND E/P<0.1 Java code is available at: www.hep.anl.gov/stk/lc/uta/ Will be put in CVS Server “soon”
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Hadronic Z Decays at s = 91 GeV Total Hadron Level Photon Energy (GeV) Total Photon Candidate Energy
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Mean=0.25 GeV, Width=2.8 GeV, Perfect EFLOW Goal is 1.4 GeV. Hadronic Z Decays at s = 91 GeV Total Photon Energy - Total Monte Carlo Photons (GeV)
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Energy Fragments from a Single 10 GeV -
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Current Photon Work 1.Reject EM Clusters if within Delta-R<0.03 from Track (0.2% loss of real photons) 2.Shower Max Energy > 30 MeV (MIPS=8 MeV) 3.Reject EM Cluster if Delta-R< 0.1 AND E/P<0.1 Replace these two cuts with SLAC NNet-based ClusterID package. (Worked on technical difficulties with Bower after UTA, not solved)
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Neutron/K0L Content of Hadronic Z Decays at s = 91 GeV
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Neutron/K0L Energies in Hadronic Z Decays at s = 91 GeV Neutrons/K0L, Mean E=4.4 GeV Neutrons/K0L, Mean E=4.35
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Study of >2 GeV Neutron/K0L overlapping >2 GeV Tracks
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Angular Separation (radians) Separation between Track and Closest N/K0L Separation between N/K0L and Closest Track Overflow bin 10% overlap within Sep<0.2 23% overlap within Sep<0.4 48% overlap within Sep<0.2 77% overlap within Sep<0.4 Overflow bin
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Overlapping Showers from Other Tracks 41% overlap within Sep<0.272% overlap within Sep<0.4 Separation between random >2 GeV Track and Closest >2 GeV Track Angular Separation (radians) 16% overlap within Sep<0.159% overlap within Sep<0.3
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Single 10 GeV Charged Pions: Basic Shower Widths Angular Separation (radians)
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Single 10 GeV Charged Pions: Means and Widths MeanWidth All Hits8.3 GeV19%60%/sqr(E) Cone<0.48.1 GeV21%67%/sqr(E) Cone<0.37.9 GeV22%68%/sqr(E) Cone<0.27.5 GeV22%70%/sqr(E) Cone<0.16.4 GeV25%80%/sqr(E) Cone<0.0755.8 GeV28%88%/sqr(E)
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Single 10 GeV Charged Pions: EM+HAD Energy (GeV) All HitsCone<0.2 These plots are with analog hadron cal, very similar with digital
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Select Charged Pions isolated from other tracks in Z Decays, look for Neutron Overlap Cal Energy/Track P No overlap from particle list Overlapping Neutron/K0L
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Two approaches being investigated: 1) Put calorimeter and track properties into neural net. List of calorimeter variables put into ClusterID Net: Tesla TDR approach 2) Careful removal of track depositions from Calorimeter. Used in European package called “Snark”. Results similar to Tesla TDR, but larger resolution tails.
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Reminder, the Questions we eventually need to Answer Detector Size and Hadron Calorimeter Resolution? Digital or Analog Hadron Calorimeter? Optimized segmentation for physics/costs?
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Backup Slides
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Question from Jeju and Calor2000: Will Hadronization or Jet Clustering Ruin Resolutions? No, at least if backgrounds are small
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Particle Energies in Hadronic Z Decays at s = 91 GeV Charged, Mean E=2.85 Photons, Mean E=1.0 Neutrons/K0L, Mean E=4.35
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Tracking cannot be assumed to be perfect, forward tracking and “curlers” are issues Effect of ignoring charged particles below certain thresholds Tesla TDR, is fine if achieved
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Track Reconstruction Efficient Down to Pt=0.5 GeV in Barrel Region
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Single 10 GeV - Delta-R from EM Cluster to Track EM Cluster Energy (GeV) EM Clustering -- Cone 0.04
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Reduce charged particle fragments with 3-layer shower max energy > 30 MeV 2 GeV Electron 2 GeV - ddd MeV Also reduces neutron/K0L clusters
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Single 10 GeV - Delta-R from EM Cluster to Track EM Cluster Energy (GeV) Now With Shower Max Cut, will be improved with more detailed information on lateral/longitudinal profile
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Effect of possible Photon threshold on Hadronic Z Decays at s = 91 GeV Sum of all Hadron Level energy except photons < 0.2 GeV. Won’t apply such a cut (yet). Photons are soft, Mean E=1.0
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Hadronic Z Decays at s = 91 GeV Simple photon finder: Remove EM Clusters within 0.03 of Track, unless track was MIP in all 30 layers. Then remove if within 0.01.
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Hadronic Z Decays at s = 91 GeV Probability of Overlapping Photon Close to a Track, 0.1% within DR<0.02, 3.3% within DR<0.1, 11% within DR<0.2
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Determining Charged Particle Depositions Energy deposited in last EM layer (within 0.6 0 of track) Easy to recognize MIP Easy to recognize MIP Easy to determine 1 st layer of pion shower Easy to determine 1 st layer of pion shower Interactions Single 2 GeV - Single 2 GeV Muon Tail OverflowsZeros
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Determining Charged Particle Depositions Single 2 GeV - Energy weighted
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Effect of Neutrinos in Hadronic Z Decays
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One more cut motivated by Single 10 GeV -, now either an Energy Ratio Delta-R from EM Cluster to Track EM Cluster Energy/Track E
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