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Reclaiming NuMu Events Failing
ReMId
Sam Penders
University of Minnesota
Methods
• Unoscillated FD Monte Carlo used for calorimetric and charged
current energy data
• First step
• Look at events failing ReMId, but pass everything else
• Separate into NC and CC
• Second step
• Separate by hadronic energy fraction
• Only looked nonswap beam mc and not cosmic
• No oscillations applied to events
• Results for 9e20 POT (3rd Analysis data size)
8/19/2016 Penders (UMN) 2
All Events Failing ReMId
CC events: 50.3953
NC events: 57.3819
CC events: 50.3995
NC Events: 57.3996
8/19/2016 Penders (UMN) 3
HadE fraction ≤ 0.1
8/19/2016 Penders (UMN) 4
HadE Fraction: 0.4 to 0.5
8/19/2016 Penders (UMN) 5
HadE fraction: 0.8 to 0.9
8/19/2016 Penders (UMN) 6
Recap
• Poor purity with events only failing ReMId
• Separating by HadE fraction not effective
• Next step: what about events failing ReMId but fail
nueid or ncid cut, as identified by CVN?
• Fail nueid: sel.cvn.nueid ≤ 0.75
• Fail ncid: sel.cvn.ncid ≤ 0.2
8/19/2016 Penders (UMN) 7
Events Failing nueid and ncid
Surviving CC events: 21.1023 (41.87%)
Surviving NC events : 0.767889 (1.34%)
Surviving CC events : 21.1044 (41.87%)
Surviving NC events : 0.767889 (1.34%)
8/19/2016 Penders (UMN) 8
Adding Another Cut: numuid
• Cut defined: sel.cvn.numuid > 0.5
• Selection criteria: event must fail nueid and ncid, OR
pass numuid
8/19/2016 Penders (UMN) 9
Events Failing nueid and ncid, OR
Passing numuid
Surviving CC events: 24.7889 (49 %)
Surviving NC events : 1.17491 (2.0 %)
Surviving CC events : 24.7906 (49%)
Surviving NC events : 1.174891 (2.0%)
8/19/2016 Penders (UMN) 10
Effect of Adding numuid
• Increase CC events by 17% by adding numuid
• Increase NC events by 52%
– Still, only 2% of NC survives
8/19/2016 Penders (UMN) 11
Conclusion
• We can reclaim ≈40% of numu events that fail ReMId if
they fail nueid and ncid
• Reclaim ≈50% of numu events if events fail nueid and
ncid, or numuid
– 3.6% of total events
• Appears muon energy measurement (CCE) isn’t best for
tracks with low ReMId value
– Calorimetric energy estimator may be best for these events
8/19/2016 Penders (UMN) 12

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Reclaim numu Events

  • 1. Reclaiming NuMu Events Failing ReMId Sam Penders University of Minnesota
  • 2. Methods • Unoscillated FD Monte Carlo used for calorimetric and charged current energy data • First step • Look at events failing ReMId, but pass everything else • Separate into NC and CC • Second step • Separate by hadronic energy fraction • Only looked nonswap beam mc and not cosmic • No oscillations applied to events • Results for 9e20 POT (3rd Analysis data size) 8/19/2016 Penders (UMN) 2
  • 3. All Events Failing ReMId CC events: 50.3953 NC events: 57.3819 CC events: 50.3995 NC Events: 57.3996 8/19/2016 Penders (UMN) 3
  • 4. HadE fraction ≤ 0.1 8/19/2016 Penders (UMN) 4
  • 5. HadE Fraction: 0.4 to 0.5 8/19/2016 Penders (UMN) 5
  • 6. HadE fraction: 0.8 to 0.9 8/19/2016 Penders (UMN) 6
  • 7. Recap • Poor purity with events only failing ReMId • Separating by HadE fraction not effective • Next step: what about events failing ReMId but fail nueid or ncid cut, as identified by CVN? • Fail nueid: sel.cvn.nueid ≤ 0.75 • Fail ncid: sel.cvn.ncid ≤ 0.2 8/19/2016 Penders (UMN) 7
  • 8. Events Failing nueid and ncid Surviving CC events: 21.1023 (41.87%) Surviving NC events : 0.767889 (1.34%) Surviving CC events : 21.1044 (41.87%) Surviving NC events : 0.767889 (1.34%) 8/19/2016 Penders (UMN) 8
  • 9. Adding Another Cut: numuid • Cut defined: sel.cvn.numuid > 0.5 • Selection criteria: event must fail nueid and ncid, OR pass numuid 8/19/2016 Penders (UMN) 9
  • 10. Events Failing nueid and ncid, OR Passing numuid Surviving CC events: 24.7889 (49 %) Surviving NC events : 1.17491 (2.0 %) Surviving CC events : 24.7906 (49%) Surviving NC events : 1.174891 (2.0%) 8/19/2016 Penders (UMN) 10
  • 11. Effect of Adding numuid • Increase CC events by 17% by adding numuid • Increase NC events by 52% – Still, only 2% of NC survives 8/19/2016 Penders (UMN) 11
  • 12. Conclusion • We can reclaim ≈40% of numu events that fail ReMId if they fail nueid and ncid • Reclaim ≈50% of numu events if events fail nueid and ncid, or numuid – 3.6% of total events • Appears muon energy measurement (CCE) isn’t best for tracks with low ReMId value – Calorimetric energy estimator may be best for these events 8/19/2016 Penders (UMN) 12