November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy...

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November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6 , 2004 1 Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds, and the kitchen sink Carl Bromberg Michigan State University & Fermilab (2004) What have we learned from MC and event display scanning?

Transcript of November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy...

Page 1: November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds,

November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 1

Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds, and the kitchen

sink

Carl Bromberg Michigan State University

& Fermilab (2004)

What have we learned from MC and event display scanning?

Page 2: November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds,

November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 2

MC interactions• A.P. generated

– Electromagnetic showers due to an electron, pi-zero, or

– (NeuGen) -interactions in LAr:• Charged Current • Neutral Current • with energy spectrum of the off-axis neutrino beam

• GEANT simulation of energy deposited by produced particles as they propagate (or decay) in LAr.

• Record “drift” distance and charge (within 5 mm of drift of a track) on 5 mm pitch wire planes.

• Instructions on FLARE website to DISPLAY -events www-off-axis.fnal.gov/flare/detector_simulation.htm

lN→ l + hadrons( )

lN→ ν l + hadrons( )

Page 3: November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds,

November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 3

Sample e -> e + hadrons

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

Page 4: November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds,

November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 4

What NC rejection is needed?

• Most (80%) NC events have observed energies below 1.5 GeV or above 3 GeV

• Near 2 GeV, rejecting 95% of the NC events reduces this background to half the beam e contamination.

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November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 5

NC events (E observed, 1.5 - 3.5 GeV)

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

QuickTime™ and aTIFF (LZW) decompressor

are needed to see this picture.

Page 6: November 6, 2004Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 20041 Particle ID, energy resolution, neutrino flavor tagging, efficiencies, backgrounds,

November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 6

Scanning rules• Develop scanning rules to classify events as CC

e – Select events with observed energy between 1.5 to 3.5

GeV– Where is the primary vertex?

• back track to common point• beware of backward moving tracks• vertex obscuration, can we afford to reject?

– How many clear tracks leave the vertex and travel for at least 2 cm with a minimum ionizing signature

– Do any of these tracks develop into electromagnetic shower?

• Train scanners to apply scanning rules• Evaluate CC efficiency and NC rejection

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November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 7

Rejection of coherent 0

• Feared background:

coherent production• Use MC generated

“events” -- EM showers. • Start at earliest hit and

add energy depositions for 2 cm of track

• Cut around 1 mip (2 MeV/cm)– 82% efficient for e– 91% rejection of 0

– 93% rejection of

electron showers

Energy deposited in first 2 cm

0 -> 2 - showers

- showers

N→ π 0N

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November 6, 2004 Carl Bromberg, FNAL LAr Exp. Workshop Nov. 4-6, 2004 8

Outlook

• First look is very encouraging• If full scanning tests confirm

– need to code and tune the rules– show automatic scanning gives the

same results on new events• May convince skeptics of advantages

offered by LAr technology