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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

Chiaki Yanagisawa

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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. Very long baseline neutrino oscillation. VLBNO. Setting the stage. - PowerPoint PPT Presentation

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Page 1: Chiaki  Yanagisawa

Background Understanding andSuppression in Very Long

Baseline Neutrino Oscillation Experiments with Water Cherenkov

Detector

Chiaki YanagisawaStony Brook

Talk at NNN05, Aussois, France

April 7-9, 2005

Page 2: Chiaki  Yanagisawa

VLBNO

Setting the stage

e and

e +N e + invisible N' + (invisible n s, n0)

e e'invisible n s, n0)

Look for single electron events

Major background

econtamination in beam (typically

0.7%)

How do we find the signal for ve

~ 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

Page 3: Chiaki  Yanagisawa

Neutrino spectra of on- and off-axis BNL Superbeams

on-axis beam

1 o off-axis beam

Neutrino energy (GeV)

s/

GeV

/m2 /

PO

T

PRD68 (2003) 12002; private communication w/ M.Diwan

VLBNO

Page 4: Chiaki  Yanagisawa

VLBNO

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 beame 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 +

m221

=7.3 x 10- 5 eV2, m231

=2.5 x 10- 3eV2

sin22ij(12,23,13)=0.86/1.0/0.04,

CP=0,+45,+135,-45,-135o

Probability tables from Brett Viren of BNL

Oscillation parameters used:

distance from BNL to Homestake

special 0 finder

Page 5: Chiaki  Yanagisawa

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 invisiblecharged pions

Traditional SK cuts only

With finder

Page 6: Chiaki  Yanagisawa

VLBNO

QE events onlybefore likelihood cut

All CC eventsbefore likelihood cut

Erec Erec

Reconstructed energy Reconstructed energy

E EErec 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

Page 7: Chiaki  Yanagisawa

0 finder

finder

reconstruction efficiency with standard SK software

measured opening angle vs. mass with finder

m (MeV/c2) true opening angle (deg)

effi

cien

cy

open

ing

angl

e m

easu

red(

deg)

Single e-like events from single int. All single interactionsSK atm. neutrino spectra

Always looks for an extra ring in a single ring event

inefficiencydue to overlap

inefficiency due toweak 2nd ring

● Finder

Page 8: Chiaki  Yanagisawa

reconstruction efficiency

reconstruction efficiency with standard SK + finder ef

fici

ency

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 finderw/o 0 finder

Page 9: Chiaki  Yanagisawa

Variables

0.0-0.5 GeV 0.5-1.0 GeV

1.0-1.5 GeV 1.5-2.0 GeV

2.0-2.5 GeV 2.5-3.0 GeV

3.0-3.5 GeV 3.5-4.0 GeV

background

signal

0 mass

• Useful Variables All the distributions of useful variables are obtained withneutrino oscillation “on” with CPV phase angle +450

0 mass

0 mass 0 mass

0 mass

0 mass

0 mass

0 mass

0 mass

Page 10: Chiaki  Yanagisawa

Variables

0.0-0.5 GeV 0.5-1.0 GeV

1.0-1.5 GeV 1.5-2.0 GeV

2.0-2.5 GeV 2.5-3.0 GeV

3.0-3.5 GeV 3.5-4.0 GeV

background

signal

Energy fraction of 2nd ring Fake ring has less energy than real one

Page 11: Chiaki  Yanagisawa

Variables

Primary electron ring

An undetected weakring 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)

Page 12: Chiaki  Yanagisawa

Variables

Difference between ln of two -likelihood (wide vs. forward)

0.0-0.5 GeV 0.5-1.0 GeV

1.0-1.5 GeV 1.5-2.0 GeV

2.0-2.5 GeV 2.5-3.0 GeV

3.0-3.5 GeV 3.5-4.0 GeV

background

signal

Page 13: Chiaki  Yanagisawa

Variables

0.0-0.5 GeV 0.5-1.0 GeV

1.0-1.5 GeV 1.5-2.0 GeV

2.0-2.5 GeV 2.5-3.0 GeV

3.0-3.5 GeV 3.5-4.0 GeV

backgroundsignal

costh = cos e

Page 14: Chiaki  Yanagisawa

Preli

min

ary

Likelihood Cut

ln likelihood distributionsTrained with e CC events for signal, CC/NC & e NC for bkg

0.0-0.5 GeV 0.5-1.0 GeV

1.0-1.5 GeV 1.5-2.0 GeV

2.0-3.0 GeV 3.0- GeV

likelihood

likelihood

likelihood

likelihood

likelihood likelihood

signal

background

Difference in ln likelihood between sig and bkg ln likelihood ratio

Preli

min

ary

Page 15: Chiaki  Yanagisawa

Bkgs 169 (112 from +others) ( 57 from

e)

ln likelihood cut (100%signal retained)

Background from

CP+45o

Signal 700 ev Bkgs 2005 (1878 from +others) ( 127 from

e)

Signal

e backgroundo

CP+45

ln likelihood cut (~50%signal retained)

Effect of cut on ln likelihood

ErecErec

Preliminary Preliminary

Signal/Background

Signal 321 ev

e CC for signal ; all e NC , e beam for background

TRADITIONAL ANALYSIS

After initial cuts

Page 16: Chiaki  Yanagisawa

ln likelihood cut (40%signal retained)

Background from

CP+45o

Signal 251 ev Bkgs 118 ( 74 from +others) ( 44 from

e)

Signal

e background

oCP-45

ln likelihood cut (~40%signal retained)

Effect of cut on likelihood

Erec Erec

Preliminary 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)

Page 17: Chiaki  Yanagisawa

Effect of cut on likelihood

ln likelihood cut (~40%signal retained)

Background from CP+135

o

Signal

e background

oCP-135

ln likelihood cut (~40%signal retained)

Erec Erec

Preliminary Preliminary

Signal/Background

Signal 342 ev Bkgs 126 ( 81 from +others) ( 45 from

e)

Signal 233 ev Bkgs 122 ( 78 from +others) ( 44 from

e)

e CC for signal ; all e NC , e beam for backgrounds

Page 18: Chiaki  Yanagisawa

Preli

min

ary

Summary of BNL superbeam@UNOVariableremoved Signal Bkg Signal Bkg Effic

None e CC all, e, NC 321 112

e CC 321 59

e CC 316 56

e CC

50% 311 127

333 167

310 143

pi0lh

pi0-lh

poa

e-lh

50%

50%

Beam e

57

119

126

303 116 52

50%

50%

50%

50%

55

60

56

e CC

Issues

● S/B and variables

e CC

e CC

e CC 50%

efrac

pi0mass

costh 322 146 57

)(/ 0BS

2.86

1.80

2.51

2.61

2.53

1.99

2.17

2.21

Neutrino oscillation was on to define template distributionsFor analysis CPV=+45o

Some issues

all, e, NC

all, e, NC

all, e, NC

all, e, NC

all, e, NC

all, e, NC

all, e, NC

all, e, NC ange e CC 50% 321 119 55 2.70

Page 19: Chiaki  Yanagisawa

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