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Far Detector Fiducial Volume Studies Andy Blake Cambridge University Saturday February 24 th 2007
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Overview Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 2 Previous study (doc-db #2467) suggested that the current fiducial volume can be expanded to produce a modest gain in sensitivity, without introducing any significant bias. This talk: – Comparison of sensitivities for current and expanded fiducial volume. – Determination of cosmic muon background. R < √14 m. 0.5 < trk.vtx.z < 14.3 m (SM1). 16.2 < trk.vtx.z < 28.0 m (SM2). R > 0.4 m, R edge > 0.2 m. 4 < trk.vtx.plane < 241 (SM1). 253 < trk.vtx.plane < 466 (SM2). current fiducial volume:expanded fiducial volume:
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Oscillation Fit Andy Blake, Cambridge UniversityFiducial Volume Study, slide 3 Calculate sensitivity for expanded fiducial volume. – Expand the fiducial volume separately in Z and R. Initial Event Selection. – Reconstructed muon track (must pass track fitter). – Apply PID cut. Mechanics of Oscillation Fit. – Purely statistical (ignore all systematic errors). – Fit to overall reconstructed neutrino energy spectrum. E (GeV) = [ 0, 30 ] (60 bins) + 1 bin overflow. – Perform oscillation fit on 200 x 200 grid. m 2 (10 -3 eV 2 ) = [ 2.0, 4.0 ], Sin 2 2 = [ 0.8, 1.0 ]. – True Oscillation Parameters: m 2 = 3 x 10 -3 eV 2, Sin 2 2 = 1.0. – True Normalization: 2.5 x 10 20 PoTs. – Simulate 100 experiments at each grid point. Use both contained vertex and rock interactions.
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Expanded Radial Cuts Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 4 Standard Cuts: R < √14 m. New Cuts: >20 cm from edge. >40 cm from coil hole.
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Expanded Z cuts Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 5 Standard Cuts: 0.5 m < trk.vtx.z < 14.3 m (SM1). 16.2 m < trk.vtx.z < 28.0 m (SM2). New Cuts: 4 < trk.vtx.plane < 241 (SM1). 253 < trk.vtx.plane < 466 (SM2).
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Comments Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 6 Expanded Radial Cuts. – Gain is small here because standard fiducial cuts are quite tight to begin with (see right). – May gain more with an energy-dependent cut (i.e. expand fiducial volume for clean events). – Should investigate effect of calibration error (and B field error) close to edge of detector. Expanded Longitudinal Cuts. – Standard fiducial cuts are conservative. – Can expand a little in all directions! – Gain is modest, but worth having.
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Cosmic Muon Background Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 7 Forward-Going CosmicsBackward-Going Cosmics Cosmic muon background divided into forward-going and backward-going events: Background Rejection: Containment Cuts. Track Direction Cuts. (reconstructed as forward-going!) Background Rejection: (Containment Cuts). Track Direction Cuts. Track Timing Cuts.
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Cosmic Background Determination Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 8 Cosmic muon background determined using “fake” spill triggers. – 3.6M fake triggers from data between May’05 and Feb’06. – Remove LI events, HV trips, coil trips. – Equivalent to 6 mins live time. Compare with MC expectation for cosmic muons. – 50,000 MC cosmic muons processed with Cedar reconstruction. – Equivalent to 19 hrs live time. Compare with MC expectation for beam neutrinos and rock muons. – Normalized to data assuming beam intensity of 2.5e13 PoTs per spill. – Equivalent to 1e20 PoTs. Define: – “Forward-going cosmic” = trk.vtx.y>trk.end.y – “Backward-going cosmic” = trk.vtx.y<trk.end.y
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Cosmic Background Determination Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 9 Event Selection Cuts: – Reconstructed muon track (must pass track fitter). – Apply PID cut. Containment Cuts: – >20 cm from detector edge. – >40 cm from centre of coil hole. – 4 < vertex plane < 241 (SM1). – 253 < vertex plane < 466 (SM2). Track Direction Cut: – cos θ > 0.6. (where θ = reconstructed angle between muon and neutrino). Timing Cut. – Forward timing RMS – Backward timing RMS < 1.66 ns.
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Forward-Going Cosmics (I) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 10 DISTANCE FROM VERTEX TO EDGE OF DETECTOR
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Forward-Going Cosmics (II) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 11 DISTANCE FROM VERTEX TO FIRST PLANE OF DETECTOR
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Forward-Going Cosmics (III) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 12 RECONSTRUCTED ANGLE RELATIVE TO BEAM DIRECTION
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Backward-Going Cosmics (I) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 13 DISTANCE FROM VERTEX TO EDGE OF DETECTOR
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Backward-Going Cosmics (II) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 14 RECONSTRUCTED ANGLE RELATIVE TO BEAM DIRECTION
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Backward-Going Cosmics (III) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 15 FORWARD TIMING RMS – BACKWARD TIMING RMS
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Results Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 16 MC Beam Neutrinos MC Rock Muons MC Cosmic Muons Data Event Selection200.4 ± 0.5103.4 ± 0.744.8 ± 0.548 Containment Cuts171.1 ± 0.40.5 ± 0.14.3 ± 0.14 Direction Cuts169.5 ± 0.40.3 ± 0.00.7 ± 0.11 Timing Cuts169.4 ± 0.40.3 ± 0.00.1 ± 0.01 Total282.4 ± 0.50.6 ± 0.10.1 ± 0.01 Event Selection134.1 ± 0.460.2 ± 0.652.5 ± 0.767 Containment cuts114.8 ± 0.30.4 ± 0.13.3 ± 0.13 Direction Cuts113.0 ± 0.30.3 ± 0.00.0 ± 0.00 Forward-Going Events (VtxY>EndY): Backward-Going Events (EndY>VtxY):
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Cosmic Muon Background Results (standard fiducial volume) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 17 MC Beam Neutrinos MC Rock Muons MC Cosmic Muons Data Event Selection200.4 ± 0.5103.4 ± 0.744.8 ± 0.548 Containment Cuts152.0 ± 0.40.3 ± 0.02.7 ± 0.13 Direction Cuts150.7 ± 0.40.3 ± 0.00.6 ± 0.11 Timing Cuts150.6 ± 0.40.3 ± 0.00.1 ± 0.01 Total252.2 ± 0.50.6 ± 0.00.1 ± 0.01 Event Selection134.1 ± 0.460.2 ± 0.652.5 ± 0.767 Containment cuts103.1 ± 0.30.4 ± 0.11.5 ± 0.11 Direction Cuts101.6 ± 0.30.3 ± 0.00.0 ± 0.00 Forward-Going Events (VtxY>EndY): Backward-Going Events (EndY>VtxY):
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Cosmic Muon Background Event (I) (Run 31373, Snarl 85401) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 18
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Cosmic Muon Background Event (II) (Run 31373, Snarl 85401) Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 19
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Summary Andy Blake, Cambridge UniversityFiducial Volume Studies, slide 20 Expanded fiducial volume produces modest gain in sensitivity. – Expanded Z cut produces the larger gain. – Expanded R cut produces a small gain, and needs further study. (e.g. effect of calibration error hasn’t been investigated). Cosmic muon background should be small. – MC expectation is ~0.1 events per 1.0e20 PoTs (1 event observed in data). – No significant increase in background for expanded fiducial volume.
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