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A New Upper Limit for the Tau-Neutrino Magnetic Moment Reinhard Schwienhorst e e

A New Upper Limit for the Tau-Neutrino Magnetic Moment

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A New Upper Limit for the Tau-Neutrino Magnetic Moment. n t . n t . g. Reinhard Schwienhorst. e . e . Outline. Introduction Neutrino Magnetic Moment The DONUT experiment Monte Carlo Simulation Magnetic Moment Event Selection Results Conclusions. Introduction. - PowerPoint PPT Presentation

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Page 1: A New Upper Limit for the Tau-Neutrino Magnetic Moment

A New Upper Limit for theTau-Neutrino Magnetic Moment

Reinhard Schwienhorst

e

e

Page 2: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Outline• Introduction

• Neutrino Magnetic Moment

• The DONUT experiment

• Monte Carlo Simulation

• Magnetic Moment Event Selection

• Results

• Conclusions

Page 3: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Introduction• DONUT is the first experiment to directly observe the

interactions of tau-neutrinos– enriched neutrino beam (10%)

Investigate properties– search for non-Standard Model interactions Neutrino Magnetic Moment

• 0 in the Standard Model

• e could explain the solar neutrino problem

• if 0 then m 0

Search for interactions in the DONUT data

Page 4: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Neutrino Magnetic Moment• Current PDG limits:

– e: e< 1.8×10-10B

– : < 7.4×10-10B

– : < 5.4×10-7B (BEBC, ?)

• other limits:– Astrophysics: 10-11B

– Cosmology: 10-11B

– Atmospheric neutrinos: < 1.3×10-7B (?)

Page 5: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Magnetic Moment Interaction

• Detection channel: -e scattering– electron from the atomic shell

• 1/Te

– tot = + SM

– signature: production of a single electron– forward direction (Ee e

2 < 2me)

– typical electron energy <10GeV

– no hadronic activity in the event

e

e

Page 6: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

The DONUT Experiment• Prompt neutrino beam

– High density beam-dump proton target• Short-lived particles decay

• Long-lived particles interact before they can decay (,K)

• Spectrometer to select interactions– lead and emulsion neutrino targets

– tracking

– particle Id

emulsion modules

scintillating fibertracker

drift chambersand magnet

Electromagneticcalorimeter

Muon IDsystem

leadwall

Page 7: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

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Monte Carlo Simulation

Neutrino target viewof a simulated event

• Neutrino flux based on well-established results

• Neutrino interaction generation– LEPTO for -N

– calculation for -e

• Detector simulation– GEANT

– include efficiencies, resolution

– does not include non-neutrino background

Page 8: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Event Selection• Analyze full data set

– 6,000,000 triggers on tape• corresponding to 1000 -N interactions (calculated and observed)

• Select -e magnetic moment interaction candidates– Reject non- interactions

– Reject -N interactions• hadron Id

• muon Id

• Tune cuts with well-understood data events– verify cuts, control systematics– events with identified muons (mostly -N CC interactions)

– electromagnetic showers from knock-on electrons

• produced by high-momentum muons

Page 9: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

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Candidate Event 3138_07918Title:event.epsCreator:HIGZ Version 1.25/05Preview:This EPS picture was not savedwith a preview included in it.Comment:This EPS picture will print to aPostScript printer, but not toother types of printers.

Neutrino Target Region Spectrometer

Page 10: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

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Candidate Event 3273_10082Neutrino Target Region Spectrometer

Page 11: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Result and Conclusions• 2 events were selected in the data analysis

• Expected rate from SM processes: 4.4 events No evidence for magnetic moment interactions

• 90% confidence limit for :

– <4.210-7B

• preliminary (depends on the measured flux)

• statistical analysis method: Feldman-Cousins

• sensitivity 5.510-7B

• calculation:– (Ds)=5.2B/nucleon

– BR(Ds)=6.3%

• other results from DONUT: this summer

Page 12: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Neutrino Beam

• (D±)=11B/nucleon

• (D0)=27B/nucleon

• (Ds)=5.2B/nucleon• BR(Ds)=6.3%

• Composition:– 45% e

– 45%

– 10%

energy (GeV)

Interacted Energy spectrum

Page 13: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Trigger efficiency and electron energy spectrum

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trig

ger

effi

cien

cy (

%)

electron energy (GeV)

trigger efficiency forsingle electrons

Electron energyspectrum for magnetic moment events

• ln(E/Tmin)

• Tmin determined by the experimental setup

– trigger system

Page 14: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

e-N CC Interaction Rejectione-N CCscattering

-e magnetic moment scattering• Reject reconstructed

hadrons

• Identify electrons:– In -e scattering:

Ee e2 < 2me

Require

• e < 0.1rad

• Ee < 20GeV

Page 15: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Control Events

• Purpose:– make sure MC looks just like data

– tune cuts with data

• Event set 1: events with muons– neutrino interactions with one muon identified in the MID

• mostly CC interactions, a few NC interactions

– test background rejection efficiency for each cut

• Event set 2: knock-on electrons ( rays)– sample with identified electromagnetic energy

– compare directly to MC magnetic moment events

– test signal acceptance

Page 16: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Electromagnetic Shower data

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Neutrino Target Region Spectrometer

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Page 17: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Selection comparison for muon events

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

fra

ctio

n r

em

oved

by

the

cut

MC data

| step 1 cuts || step 2 cuts || step 3 cuts | | step 5 cuts |

Page 18: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Selection for events with electrons

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

fra

ctio

n r

em

oved

by

the

cut

magnetic moment MC

knock-on electrons

| step 1 cuts || step 2 cuts || step 3 cuts | | step 5 cuts |

Page 19: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Classical Statistical Analysis

• 4.4 background events, 2 observed events– no signal

• 90% confidence limit is 2.05 events– all periods and all modules

• corresponds to cross section of 1.910-41m2

• 90% confidence limit for the magnetic moment:

B

7102.4

Page 20: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Feldman-Cousins method• Classical (Frequentist) statistical analysis of small signals

in the presence of background– Ntot=Nsignal + Nbackground

– Ntot follows a Poisson distribution

• Procedure:– figure out the background (Nbackground is known)

– for each possible value of Nsignal, make a 90% acceptance interval [a,b]

• such that a random N’tot drawn from a Poisson distribution with mean Nsignal + Nbackground is inside [a,b] 90% of the time

– make a plot of the intervals for each value of Nsignal • confidence belt

– take data, find the measured value for Ntot

– find the 90% confidence interval for Nsignal from the plot

Page 21: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Feldman-Cousins method

• Example: Nbackground=3

• A horizontal line corresponds to a 90% acceptance interval– interval found for each possible value of Nsignal

• A vertical line corresponds to a 90% confidence interval– after data analysis, read off the interval for the found # of events

– example: Ntot=4 gives a confidence interval [0 , 5.5]

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Ntot

Nsignal

Page 22: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Bayesian Statistical Analysis• Include systematic uncertainties

– neutrino beam: 20%– event selection: 10%– number of background events: 10%

• 90% confidence limit for the magnetic moment:

– comparable to classical limit• statistical uncertainty (60%) is much larger than

systematic uncertainty

B

7103.4

Page 23: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Bayesian Method• Statistical analysis of systematic uncertainties

– Ntot=Nsignal * S + Nbackground

– Ntot follows a Poisson distribution fp(Ntot)

– S is the selection efficiency

– S, Nbackground have a systematic uncertainty

• Philosophy: Probability is a degree of belief• use Bayes theorem to find a probability distribution function

for Nsignal

fp(S), fp(Nbackground) are Gaussian distribution functions (systematic error)

• f0(Nsignal) needs to be defined (by me), prior probability distribution

• the integral in the denominator is only a normalization factor

totbackgroundbackgroundPPsignaltotP

backgroundbackgroundPPsignaltotP

totsignaldNdNdSNfSfNfNf

dNdSNfSfNfNfNNf

)()()()(

)()()()()|(

0

0

Page 24: A New Upper Limit for the Tau-Neutrino Magnetic Moment

Reinhard Schwienhorst, University of Minnesota

Experimental Parameters

• 3.561017 POT at 800GeV

• mean target mass: 550kg

• D production cross section:– (D±)=11B/nucleon

– (D0)=27B/nucleon

– (Ds)=5.2B/nucleon

• BR(Ds)=6.3%

• selection efficiency E=8.8%

• -N rejection power = 99.8%

Neutrino Beam Event Selection