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Silicon Tracking for Forward Electron Identification at CDF

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Silicon Tracking for Forward Electron Identification at CDF. David Stuart, UC Santa Barbara Oct 30, 2002. Outline. Motivation and History CDF Run II upgrade Forward Tracking algorithm Physics Prospects. In Run 1, CDF had tracking only in central region. - PowerPoint PPT Presentation
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Silicon Tracking for Forward Electron Identification at CDF David Stuart, UC Santa Barbara Oct 30, 2002
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Page 1: Silicon Tracking for Forward Electron Identification at CDF

Silicon Tracking for ForwardElectron Identification

at CDF

Silicon Tracking for ForwardElectron Identification

at CDFDavid Stuart,

UC Santa BarbaraOct 30, 2002

David Stuart,UC Santa Barbara

Oct 30, 2002

Page 2: Silicon Tracking for Forward Electron Identification at CDF

OutlineOutline

•Motivation and HistoryMotivation and History

•CDF Run II upgradeCDF Run II upgrade

•Forward Tracking algorithmForward Tracking algorithm

•Physics ProspectsPhysics Prospects

Page 3: Silicon Tracking for Forward Electron Identification at CDF

In Run 1, CDF had tracking only in central region

Page 4: Silicon Tracking for Forward Electron Identification at CDF

Physics beyond ||=1 e.g., look at of e in Z e+e-

||<1 =50%

||<2 = 83%

…but what mattersis finding both

e+ and e-…

Page 5: Silicon Tracking for Forward Electron Identification at CDF

What is of max e in Z e+e-

||<1 =25%

||<2 = 70%

ET > 20 GeV

Page 6: Silicon Tracking for Forward Electron Identification at CDF

More central at high mass, e.g. 800 GeV/c2 Z e+e-

||<1 =53%

||<2 = 90%

Page 7: Silicon Tracking for Forward Electron Identification at CDF

Some plug e ID

•Had/EM < 0.05

•Isolation < 0.1

•VTX Occupancy

Plug Electron ID in Run 1

Page 8: Silicon Tracking for Forward Electron Identification at CDF

Two electronswith ||<1,S:B ~ 20

One electronwith ||<1 andone with ||>1,S:B ~ 1

…but poor purity even in di-electron case

Page 9: Silicon Tracking for Forward Electron Identification at CDF

Silicon tracking coverage to higher

Page 10: Silicon Tracking for Forward Electron Identification at CDF

Using forward silicon hits in Run 1

1. Stand-alone silicon pattern recognition• Fit for 0, d0, pT (curvature) with 4 hits, <=1 dof.

• It worked, but was limited by • lever arm (L2)• Too few hits• Poor curvature resolution degraded impact parameter resolution• 4% relative increase in b-tagging for

top

Page 11: Silicon Tracking for Forward Electron Identification at CDF

Using forward silicon hits in Run 1

2. Calorimeter-seeded tracking for electrons• Constrains pT and 0

• Adds 1 d.o.f.• Used same pattern recognition as

standard outside-in tracking• But, lever arm still too small to measure

curvature, just an initial direction so you have to rely on the calorimeter’s position measurement.

Page 12: Silicon Tracking for Forward Electron Identification at CDF

eeET event

Page 13: Silicon Tracking for Forward Electron Identification at CDF

eeET event

Page 14: Silicon Tracking for Forward Electron Identification at CDF

Significant Improvements for Run II

SVX’ (Run 1)L00SVXII

ISL

Page 15: Silicon Tracking for Forward Electron Identification at CDF

Intermediate Silicon Layers for Run II5 m2 of silicon

Intermediate Silicon Layers for Run II5 m2 of silicon

Page 16: Silicon Tracking for Forward Electron Identification at CDF
Page 17: Silicon Tracking for Forward Electron Identification at CDF

Performance goals•8 layers over 30cm lever arm

•3x the lever arm•At 30 cm occupancy is low enough to attach single hits with minimal ambiguity because a typical jet, ~10 tracks in a <0.2 cone, covers 1000 channels

Page 18: Silicon Tracking for Forward Electron Identification at CDF

•8 layers over 30cm lever arm•Sufficient pT resolution to

•Determine d0

•Determine charge over a large pT range

Performance goals

Page 19: Silicon Tracking for Forward Electron Identification at CDF

•8 layers over 30cm lever arm•Sufficient pT resolution •Sufficient pointing resolution into COT to pick up more hits

•< 2 track resolution for ~ all pT

•~ hit resolution for pT>10 GeV•rz view is also comparable

•This will allow stand-alone, inside-out tracking once we reach design resolution.

2trk

COTres

Performance goals

Page 20: Silicon Tracking for Forward Electron Identification at CDF

Silicon Commissioning in progress

Page 21: Silicon Tracking for Forward Electron Identification at CDF

•Global ~finished

•Internal starting

But, even with a rough alignment we are now tracking forward electrons with a calorimeter seeded approach similar to the original Run 1 algorithm.

Alignment in progress

Page 22: Silicon Tracking for Forward Electron Identification at CDF

Forward Electron Tracking Algorithm

1. Form 2 seed tracks,

one of each sign, from calorimeter

& beam spot

Page 23: Silicon Tracking for Forward Electron Identification at CDF

Forward Electron Tracking Algorithm

1. Form 2 seed tracks,

one of each sign, from calorimeter

& beam spot

2. Project into silicon and attach hits

using standard silicon

pattern recognition

Page 24: Silicon Tracking for Forward Electron Identification at CDF

Forward Electron Tracking Algorithm

1. Form 2 seed tracks,

one of each sign, from calorimeter

& beam spot

2. Project into silicon and attach hits

using standard silicon

pattern recognition

3. Select best 2 match

Page 25: Silicon Tracking for Forward Electron Identification at CDF

Plug Alignment

COTPlug

Align plug to COT using the subset of COTtracks which match plug electrons just above||=1. Then align silicon to the COT.

Page 26: Silicon Tracking for Forward Electron Identification at CDF

Plug Alignment

Page 27: Silicon Tracking for Forward Electron Identification at CDF

Plug Alignment

Page 28: Silicon Tracking for Forward Electron Identification at CDF

Measured using Z -> e+e- with one “leg” in the centralto reduce background and identify charge

Performance

1. Efficiency2. Fake Rate3. Charge MisId

Page 29: Silicon Tracking for Forward Electron Identification at CDF

Performance

1. Efficiency~80% in Monte Carlo

~30% in data due to remaining commissioning effects

Improvements coming.

Page 30: Silicon Tracking for Forward Electron Identification at CDF

Performance

1. Efficiency2. Fake Rate

…In progress…

In addition to the standardtechniques, we are pursuinga silicon occupancy measure.

Page 31: Silicon Tracking for Forward Electron Identification at CDF

Performance

1. Efficiency2. Fake Rate3. Charge MisId

Comparable to COT for ||<1

because of CES resolution and

lever arm.

~ 10% for 1<||<2

Barely “non-random”for ||>2

Page 32: Silicon Tracking for Forward Electron Identification at CDF

Future Improvements

1. AlignmentFor ||>2, need fullsilicon and PESresolution to determinecharge.

Meanwhile, can improvewith seed covariance pulls

Page 33: Silicon Tracking for Forward Electron Identification at CDF

Future Improvements

1. Alignment

2. 3D hits

Page 34: Silicon Tracking for Forward Electron Identification at CDF

Future Improvements

1. Alignment

2. 3D hits

3. Adding COT hits1 axial layer to ||~1.61 stereo layer to ||~2.0

Page 35: Silicon Tracking for Forward Electron Identification at CDF

Future Improvements

1. Alignment

2. 3D hits

3. Adding COT hits

4. Muons IMU coverage to ||=1.5 fully within ISL and >= 1 axial COT superlayer

Momentum constraint becomes asymmetric but still powerful.

Page 36: Silicon Tracking for Forward Electron Identification at CDF

Future Improvements

1. Alignment

2. 3D hits

3. Adding COT hits

4. Muons

5. Level 3 Trigger

Silicon outside-in trackingfor L3 will be ready soon.CAL seeded trackingis then a small, fast, addition

Page 37: Silicon Tracking for Forward Electron Identification at CDF

Impact on acceptance

00.20.40.60.81

1.21.41.61.82

W WH top

Single electron case

Gain

, |

|<3

v.s

. |

|<1

Ideal

Wit

h ~

eff

Page 38: Silicon Tracking for Forward Electron Identification at CDF

Impact on acceptance

0

1

2

3

4

5

6

7

Multi electron modesG

ain

, |

|<3

v.s

. |

|<1

Ideal

Wit

h ~

eff

top WZ Z (800) HWWWWZ ZZ

Page 39: Silicon Tracking for Forward Electron Identification at CDF

Our first step was using this for tracking Z e+e- with both e± in the plug.

Page 40: Silicon Tracking for Forward Electron Identification at CDF

Now measuring charge asymmetry in W ± e ±

Page 41: Silicon Tracking for Forward Electron Identification at CDF

~30 pb-1 processed so far

Page 42: Silicon Tracking for Forward Electron Identification at CDF

Cross-check to COT in the central

Page 43: Silicon Tracking for Forward Electron Identification at CDF
Page 44: Silicon Tracking for Forward Electron Identification at CDF
Page 45: Silicon Tracking for Forward Electron Identification at CDF
Page 46: Silicon Tracking for Forward Electron Identification at CDF

Improvements beyond statisticsAt highest , error currently dominated by charge IDAdding COT hits will significantly improve this.

Page 47: Silicon Tracking for Forward Electron Identification at CDF

Conclusion

Calorimeter seeded algorithm implemented

Promising gains in acceptance

W asymmetry despite low luminosity

Electron ID is moving forward in Run II


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