z(700) data and calibration
DESCRIPTION
Z(700) Data and Calibration. Dan Green Fermilab June, 2001. Dijet LEGO Plot - Full. Z’(700) events - full LEGO plot and tracker correlation. Jet 1 is largely hadronic. Zoom to R = 0.5. - PowerPoint PPT PresentationTRANSCRIPT
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Dijet Mass and Calibration 1
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Z(700) Data and CalibrationZ(700) Data and CalibrationZ(700) Data and CalibrationZ(700) Data and Calibration
Dan Green
Fermilab
June, 2001
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Dijet Mass and Calibration 2
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Dijet LEGO Plot - FullDijet LEGO Plot - FullDijet LEGO Plot - FullDijet LEGO Plot - Full
Z’(700) events - full LEGO plot and tracker correlation. Jet 1 is largely hadronic.
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Dijet Mass and Calibration 3
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Zoom to R = 0.5Zoom to R = 0.5Zoom to R = 0.5Zoom to R = 0.5
Structure of Jet1 in ECAL, HCAL, and tracker correlation. Attempt to resolve individual pions/photons. ECAL is very finely grained.
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Dijet Mass and Calibration 4
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Clustering in ECAL + HCALClustering in ECAL + HCALClustering in ECAL + HCALClustering in ECAL + HCAL
Start in ECAL - seed > 0.2 GeV. Add ECAL clusters for R < 0.025 (3 x 3) and ET > 0.1 GeV. Then, look in HCAL , 3 x 3 (0.125) behind. Call the result a pion interacting in ECAL (flag = 1) if HCAL energy > 0.5 x ECAL energy, else a photon (flag = 0). For HCAL seed has ET > 0.2 GeV and cluster R < 0.125 ( 3 x 3).
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Dijet Mass and Calibration 5
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# Towers in a Cluster# Towers in a Cluster# Towers in a Cluster# Towers in a Cluster
0 10 20 30 40 50 60 700
1
2
3
4
5
6
7
8Towers in Cluster vs ET in ECAL
ETE(GeV)
# E
CA
L To
wer
s in
Clu
ster
0 5 10 15 20 25 30 35 400
2
4
6
8
10
12Towers in Cluster in HCAL vs ET
ETH(GeV)#
Tow
ers
in H
CA
L in
Clu
ster
High ET clusters have a “large” number of towers. Low ET are limited to 1 or 2 towers in both ECAL and HCAL.
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Dijet Mass and Calibration 6
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Clusters Clusters Clusters Clusters
10-1
100
101
102
10-1
100
101
102
ECAL, HCAL Within a Cluster
ETE(GeV)
ETH
(GeV
)
For found clusters, if there is ECAL and HCAL energy, then ~ 1/2 is in ECAL.
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Dijet Mass and Calibration 7
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Flags of ClustersFlags of ClustersFlags of ClustersFlags of Clusters
0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 210
-1
100
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Cluster Flag and ET
Flag = 0 (gamma), 1 (pion in ECAL), 2 (pion in HCAL)
ETC
(GeV
)
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Dijet Mass and Calibration 8
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Zoom in R < 0.5, ClusteringZoom in R < 0.5, ClusteringZoom in R < 0.5, ClusteringZoom in R < 0.5, Clustering
Clustering is needed to correct for different calibrations which depend on the choice of photon or pion. Jet 1 is confirmed to be largely hadronic.
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Dijet Mass and Calibration 9
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Clusters in a JetClusters in a JetClusters in a JetClusters in a Jet
0 10 20 30 40 50 60 70 80 900
5
10
15
20
25
30
35
40Dijet Z(700) Data
# of clusters in a Jet
A jet with R = 0.7 has ~ 200 HCAL towers. The number of clusters in the jet is <nc> = 32. The average cluster has 1.1 HCAL towers. Thus the occupation is fairly sparse.
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Dijet Mass and Calibration 10
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Missing Energy - Cluster/CalibrateMissing Energy - Cluster/CalibrateMissing Energy - Cluster/CalibrateMissing Energy - Cluster/Calibrate
0 50 100 1500
50
100
150
Raw Calor Data
Clu
ster
ed a
nd C
alib
rate
d
Missing ET(GeV) for Z(700)
<ET> = 32.7 GeV --> 31.9 GeV. <Sum(ET)> = 630 GeV. Calibration using the single particle test beam procedure leads to only marginal improvement.
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Dijet Mass and Calibration 11
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Jet Seed Jet Seed Jet Seed Jet Seed
0 50 100 150 200 250 300 350 4000
2
4
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18HCAL Seed for Jet
ETS(GeV)-4 -3 -2 -1 0 1 2 3 4 5
0
2
4
6
8
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12
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16
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20HCAL Jet Seed
ys
Look for maximum ET in HCAL. That cluster is a “seed” for the jet. Jet kinematics is defined by a cone centered on the seed as jet axis.
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Dijet Mass and Calibration 12
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Jet Finding and R ChoiceJet Finding and R ChoiceJet Finding and R ChoiceJet Finding and R Choice
0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1620
640
660
680
700
720
740
760
780
800Dijet Data
Cone Radius
Dije
t M
ass
(GeV
)
With no pileup events, a cone radius of R = 0.7 is used.
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Dijet Mass and Calibration 13
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Dijets - ET Dijets - ET Dijets - ET Dijets - ET
Use assumed calibration for ECAL and HCAL. There are some rather badly measured dijet masses. Low mass can be gluon radiation, but high mass is due to mismeasures. The kinematic maximum is M/2 of 350 GeV.
0 100 200 300 400 500 6000
2
4
6
8
10
12
14
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18Jet ET, Z(700)
ET(GeV)
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Dijet Mass and Calibration 14
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Dijets - Jet Mass = 0 ?Dijets - Jet Mass = 0 ?Dijets - Jet Mass = 0 ?Dijets - Jet Mass = 0 ?
0 10 20 30 40 50 60 70 80 900
5
10
15
20
25
30Dijet Z(700) Data, Jet1 Mass
MJ1(GeV)
Treat clusters as massless particles. This means that the jet has a mass.
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Dijet Mass and Calibration 15
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Dijet MassDijet MassDijet MassDijet Mass
0 500 1000 1500 2000 25000
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40
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60Cluster and Correct - MJJ
MJJ(GeV)
<M> = 549 GeV
0 500 1000 1500 2000 25000
5
10
15
20
25
30
35
40MJJ for Z(700), Cut Jet3
MJJ(GeV)
Clustered/calibrated ET of Jet 3 < 50 GeV
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Dijet Mass and Calibration 16
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Dijet Mass and Third jetDijet Mass and Third jetDijet Mass and Third jetDijet Mass and Third jet
0 500 1000 1500 2000 25000
50
100
150
200
250
300
350Third Jet in Z(700)
MJJ(GeV)
ETJ
3(G
eV)
Third Jet is searched for and those with ETJ3 > 50 GeV are removed. This cut removes some major mismeasures of mass.
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Dijet Mass and Calibration 17
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Next StepsNext StepsNext StepsNext Steps
• Calibration does not appear to be the major cause of jet resolution.
• At high mass, the typical particle energy in a jet is still rather small.
• Magnetic field sweeping must be taken into account.
• Poor resolution at low momentum can be addressed using the tracking information.
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Dijet Mass and Calibration 18
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Track/Calor ClusterTrack/Calor ClusterTrack/Calor ClusterTrack/Calor Cluster
0 100 200 300 400 500 600 700 800 900 10000
100
200
300
400
500
600
700
800
900
1000Tracking and calorimeter Clusters (calibrated), flag > 0, |y|<3
PT(GeV)
ET(
GeV
)
Number of clusters and number of tracks are well correlated, as is the sum of PT and ET.
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Dijet Mass and Calibration 19
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Match in y, phi, ETMatch in y, phi, ETMatch in y, phi, ETMatch in y, phi, ET
-10 -8 -6 -4 -2 0 2 4 6 8 10-10
-8
-6
-4
-2
0
2
4
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10Crossing 1 - Match Tracks to Calor Clusters
dy /0.087
dphi
/ 0
.087
-10 -5 0 50
10
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30
40
50
60
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80Crossing 1 - Tracks and calor Clusters
(PT-ET) / sigma(ET)
dy and dphi have peaks at 0 with widths in 0.087 units. Cut on |dy /0.087| < 1 and |dphi /0.087 < 1.5. Peak in PT-ET / 100% sqrt(PT) is evident.
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Dijet Mass and Calibration 20
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Z(700) - Track/Cal MatchZ(700) - Track/Cal MatchZ(700) - Track/Cal MatchZ(700) - Track/Cal Match
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 10
50
100
150Z(700) Tracks Matched to Calor Clusters
dy / 0.087
-1.5 -1 -0.5 0 0.5 1 1.50
20
40
60
80
100
120
140Z(700) Track Match to Calor Clusters
d / 0.087
-0.5 0 0.5 1 1.50
50
100
150Z(700) Track Match to Calor Clusters
(PT - ET) / 100% sqrt(PT)
Match simultaneously in y, phi and ET. Note that ET is systematically < PT
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Dijet Mass and Calibration 21
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Replace Clusters -> TracksReplace Clusters -> TracksReplace Clusters -> TracksReplace Clusters -> Tracks
0 100 200 300 400 500 600 700 800 900 10000
100
200
300
400
500
600
700
800
900
1000Clustered and Track Replaced
MJJ (Clustered)
MJJ
(Tr
ack
Mat
ch r
epla
ced)
Only ~ 50 tracks in |y| < 3 strike the calorimetry with PT > 1 GeV. Of those only ~ 15 match to calorimeter clusters in y, phi, and ET.
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Dijet Mass and Calibration 22
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Replace Core, R < 0.13?Replace Core, R < 0.13?Replace Core, R < 0.13?Replace Core, R < 0.13?
0 500 1000 1500 2000 25000
5
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30Z(700) with Cluster -> Track Matches Replaced
MJJ(GeV)
0 100 200 300 400 500 600 700 800 900 10000
100
200
300
400
500
600
700
800
900
1000Replace flg > 0 Clusters with Tracks, R < 0.13
MJJ (clusters -> track matches)
MJJ
(clu
ster
s ->
tra
cks
* co
re
-->
tra
cks)
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Dijet Mass and Calibration 23
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Core - Clusters , flg > 0Core - Clusters , flg > 0Core - Clusters , flg > 0Core - Clusters , flg > 0
-200 -150 -100 -50 0 50 100 150 200 250 3000
10
20
30
40
50
60
70Match Jet Core to Tracks - Z(700), Rcore = 0.13
ETJ core - PTJ core (GeV)0 200 400 600 800 1000 1200
0
5
10
15
20
25
30MJJ4 - Cluster, Track Match, Core Match, ETJ3 < 50 GeV
MJJ(GeV)