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Background Understanding and Suppression in Very Long Baseline Neutrino Oscillation Experiments with Water Cherenkov Detector Chiaki Yanagisawa Stony Brook Talk at NNN05, Aussois, France April 7-9, 2005
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VLBNO Setting the stage e and e +N e + invisible N' + (invisible n s, n 0) e e ' invisible n s, n 0) Look for single electron events Major background e contamination in beam (typically 0.7%) How do we find the signal for v e ~ a half megaton F.V. water Cherenkov detector, for example UNO BNL very long baseline neutrino beam VLB neutrino oscillation experiment See, for example, PRD68 (2003) 12002 for physics argument ● Very long baseline neutrino oscillation
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Neutrino spectra of on- and off-axis BNL Superbeams on-axis beam 1 o off-axis beam Neutrino energy (GeV) s/GeV/m 2 /POT PRD68 (2003) 12002; private communication w/ M.Diwan VLBNO
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How is analysis done ? Use of SK atmospheric neutrino MC Flatten SK atm. spectra and reweight with BNL beam spectra Normalize with QE events: 12,000 events for events for beam e for 0.5 Mt F.V. with 5 years of running, 2,540 km baseline Reweight with oscillation probabilities for and for e Standard SK analysis package + m 2 21 =7.3 x 10 - 5 eV 2, m 2 31 =2.5 x 10 - 3 eV 2 sin 2 2 ij (12,23,13)=0.86/1.0/0.04, CP =0,+45,+135,-45,-135 o Probability tables from Brett Viren of BNL Oscillation parameters used: distance from BNL to Homestake special 0 finder
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VLBNO Selection criteria used to improve Likelihood analysis using the following eight variables: Initial cuts: One and only one electron-like ring with energy and reconstructed neutrino energy more than 100 MeV without any decay electron mass, energy fraction, costh, -likelihood , e-likelihood -likelihood, total charge/electron energy, Cherenkov angle To reduce events with invisible charged pions Traditional SK cuts only With finder
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VLBNO QE events only before likelihood cut All CC events before likelihood cut Erec Reconstructed energy E E Erec All CC events that survive the initial cuts are signals What are sources of the signal (QE and nonQE) ? Only single e-like events left after initial cut
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0 finder finder reconstruction efficiency with standard SK software measured opening angle vs. mass with finder m (MeV/c 2 ) true opening angle (deg) efficiency opening angle measured(deg) Single e-like events from single int. All single interactions SK atm. neutrino spectra Always looks for an extra ring in a single ring event inefficiency due to overlap inefficiency due to weak 2 nd ring ● Finder
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reconstruction efficiency reconstruction efficiency with standard SK + finder efficiency All the single int. True opening angle (deg) finder 0 mass cut:1- and 2-ring events 0 mass cut:2-ring events With atmospheric neutrino spectra with 0 finder without 0 finder with 0 finder w/o 0 finder
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Variables 0.0-0.5 GeV0.5-1.0 GeV 1.0-1.5 GeV1.5-2.0 GeV 2.0-2.5 GeV2.5-3.0 GeV 3.0-3.5 GeV3.5-4.0 GeV background signal 0 mass Useful Variables All the distributions of useful variables are obtained with neutrino oscillation “on” with CPV phase angle +45 0 0 mass
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Variables 0.0-0.5 GeV0.5-1.0 GeV 1.0-1.5 GeV1.5-2.0 GeV 2.0-2.5 GeV2.5-3.0 GeV 3.0-3.5 GeV 3.5-4.0 GeV background signal Energy fraction of 2 nd ring Fake ring has less energy than real one
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Variables Primary electron ring An undetected weak ring initially - One algorithm optimized to find an extra ring near the primary ring (forward region) - Another algorithm optimized to find an extra ring in wider space (wide region) - See the difference ln -likelihood (forward) - ln - likelihood (wide) Difference between ln of two -likelihood (wide vs. forward)
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Variables Difference between ln of two -likelihood (wide vs. forward) 0.0-0.5 GeV0.5-1.0 GeV 1.0-1.5 GeV1.5-2.0 GeV 2.0-2.5 GeV2.5-3.0 GeV 3.0-3.5 GeV3.5-4.0 GeV background signal
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Variables 0.0-0.5 GeV0.5-1.0 GeV 1.0-1.5 GeV1.5-2.0 GeV 2.0-2.5 GeV2.5-3.0 GeV 3.0-3.5 GeV3.5-4.0 GeV background signal costh = cos e
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Preliminary Likelihood Cut ln likelihood distributions Trained with e CC events for signal, CC/NC & e NC for bkg 0.0-0.5 GeV0.5-1.0 GeV 1.0-1.5 GeV1.5-2.0 GeV 2.0-3.0 GeV3.0- GeV likelihood signal background Difference in ln likelihood between sig and bkg ln likelihood ratio Preliminary
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Bkgs 169 (112 from +others) ( 57 from e ) ln likelihood cut (100% signal retained) Background from CP+45 o Signal 700 evBkgs 2005 (1878 from +others) ( 127 from e ) Signal e background o CP+45 ln likelihood cut (~50% signal retained) Effect of cut on ln likelihood E rec Preliminary Signal/Background Signal 321 ev e CC for signal ; all e NC, e beam for background TRADITIONAL ANALYSIS After initial cuts
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ln likelihood cut (40% signal retained) Background from CP+45 o Signal 251 evBkgs 118 ( 74 from +others) ( 44 from e ) Signal e background o CP-45 ln likelihood cut (~40% signal retained) Effect of cut on likelihood E rec Preliminary Signal/Background Signal 142 ev e CC for signal ; all e NC, e beam for backgrounds Bkgs 118 ( 75 from +others) ( 43 from e )
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Effect of cut on likelihood ln likelihood cut (~40% signal retained) Background from CP+135 o Signal e background o CP-135 ln likelihood cut (~40% signal retained) E rec Preliminary Signal/Background Signal 342 evBkgs 126 ( 81 from +others) ( 45 from e ) Signal 233 evBkgs 122 ( 78 from +others) ( 44 from e ) e CC for signal ; all e NC, e beam for backgrounds
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Preliminary Summary of BNL superbeam@UNO Variable removed SignalBkgSignal Bkg Effic None e CC all, e, NC 321112 e CC 32159 e CC 316 56 e CC 50% 311 127 333167 310143 pi0lh pi0-lh poa e-lh 50% Beam e 57 119 126 303 116 52 50% 55 60 56 e CC Issues ● S/B and variables e CC 50% efrac pi0mass costh322 146 57 2.86 1.80 2.51 2.61 2.53 1.99 2.17 2.21 Neutrino oscillation was on to define template distributions For analysis CPV=+45 o Some issues all, e, NC ange e CC 50% 321119552.70
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Conclusion ● Conclusion Realistic MC simulation studies have been performed for the BNL very long baseline scenario with a water Cherenkov detector. It was found that BNL VLB combined with a UNO type detector seems to DO A GREAT JOB – Very exciting news but needs confirmation. It was demonstrated that there is some room to improve S/B ratio beyond the standard water Cherenkov detector software even with currently available software We may need further improvement of algorithm/software, which is quite possible A larger detector such as UNO has an advantage over a smaller detector such as SK (we learned a lesson from 1kt at K2K) Detailed studies on sensitivity on oscillation parameters needed
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