23
EM Resolution Studies EM Resolution Studies D. Banfi, L. Carminati (Milano), D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) S.Paganis (Wisconsin) egamma WG, Atlas Software egamma WG, Atlas Software Week, Week, CERN, 26-May-2005 CERN, 26-May-2005

EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

Embed Size (px)

Citation preview

Page 1: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

EM Resolution Studies EM Resolution Studies

D. Banfi, L. Carminati (Milano), D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin)S.Paganis (Wisconsin)

egamma WG, Atlas Software egamma WG, Atlas Software Week, Week,

CERN, 26-May-2005CERN, 26-May-2005

Page 2: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 2

IntroductionIntroduction

Continue work that started last year Continue work that started last year (Slovakia Workshop), to understand in (Slovakia Workshop), to understand in detail the origin of loss of resolution at detail the origin of loss of resolution at high etahigh eta

Motivate/Study corrections which recover Motivate/Study corrections which recover the nominal resolution (TDR/TBeams)the nominal resolution (TDR/TBeams)

Study corrections with MC Test corrections in the combined TestBeam (material

scans)

Our goal here is to identify the dominant Our goal here is to identify the dominant effects and NOT to propose a correction:effects and NOT to propose a correction:

Possible corrections will be discussed/proposed by a group of people from the LAr+egamma communities.

Page 3: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 3

Resolution vs upstream Resolution vs upstream materialmaterial

From Scott Snyder’s Resolution studiesConfirmed by L.Flores and G.Unal with 10.0.1

X0 map of material in front of strips (SP)

Page 4: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 4

Longitudinal FluctuationsLongitudinal Fluctuations

strips

e 50GeV

Middle Back

Presampler LAr CalorimeterUpstream Material

ATLAS Longitudinal weights calculated today using:ATLAS Longitudinal weights calculated today using:

33210 EWEEEWbE presrec

Best Performance: Erec independent of Eloss (function of shower depth)

TDR + offset (coming from TBeam Analysis)

Longitudinal Leakage

Out of cone

Losses betweenPS and S1

Upstream Losses

Page 5: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 5

Simulation 10.0.2:Simulation 10.0.2:

Full Simulation: Full Simulation: 20, 50, 100GeV electrons, photons Eta = 1.2125 (~3X0 in front of Strips) Phi = Flat or Fixed Use shower dE/dx information anywhere

(calibration hits)

Calibration Hits:Calibration Hits: Energy in LAr = ‘active energy’ Energy in Passive material (i.e. Lead) = ‘inactive

energy’ Energy in Cryostat, cables etc = ‘dead energy’

Page 6: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 6

Out-of-cone fluctuations depend on Out-of-cone fluctuations depend on shower depth (shower depth (50GeV electrons, eta=1.212550GeV electrons, eta=1.2125):):

We confirm L.Carminati’s findings

Page 7: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 7

Loss between Strips and PS also Loss between Strips and PS also depends on depth depends on depth (50GeV electrons, (50GeV electrons, eta=1.2125):eta=1.2125): : :

Page 8: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 8

Longitudinal leakage vs Longitudinal leakage vs depthdepth

Page 9: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 9

Accordion Sampling Fraction vs Accordion Sampling Fraction vs depthdepth

Page 10: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 10

3x7 EM Energy alas ATLAS 3x7 EM Energy alas ATLAS 50GeV e50GeV e

3210

1EEE

SFEWbE

accpresrec

=1.88%

Page 11: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 11

Caution: the PS weight and offset Caution: the PS weight and offset include downstream lossesinclude downstream losses

actPS

beforeSloss

actPS

passivePS

actPS

SbetweenPSloss

upstreamPSloss

accPSrec

E

E

E

EEEEW

EEESF

EWbE

11

0

3210

1

We obtain W0 and b by fitting Eps versus Eloss: by doing that we obtain weights very similar to the ones in ATLAS

Page 12: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 12

What we should be doing What we should be doing instead is:instead is:

accacc

SPSLossPSact

PS

pasPS

actPS

PSactPS

uptoPSLoss

rec ESF

EEE

EEE

E

EbE

11

Or even better, to correct for “out-of-cone” energy fluctuations:

accacc

SPSLossPSact

PS

pasPS

actPS

PSactPS

uptoPSLoss

outconerec ESF

EEE

EEE

E

EbEE

11

Presampler Linearity valid up to 3-4X0

Smaller additional corrections: Longitudinal Losses + SF correction

Page 13: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 13

Now use the true Eloss between the S1 and Now use the true Eloss between the S1 and PSPS

accacc

SPSLossPSact

PS

pasPS

actPS

PSactPS

uptoPSLoss

rec ESF

EEE

EEE

E

EbE

11

True Eloss

=1.45%

Page 14: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 14

Now use all cells to remove out-of-cone Now use all cells to remove out-of-cone effectseffects

accacc

SPSLossPSact

PS

pasPS

actPS

PSactPS

uptoPSLoss

rec ESF

EEE

EEE

E

EbE

11

True Eloss

=1.32%

Page 15: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 15

Now use all cells and ATLAS Now use all cells and ATLAS calibrationcalibration

=1.74%

3210

1EEE

SFEWbE

accpresrec

Page 16: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 16

Summary of EM Resolution Loss at Summary of EM Resolution Loss at eta=1.2125eta=1.2125

Electron EnergyElectron Energy 20GeV20GeV 50GeV50GeV3x7 EM Resolution3x7 EM Resolution 2.88%2.88% 1.88%1.88%3x7 EM Resolution no 3x7 EM Resolution no losses between PS and losses between PS and S1S1

2.23%2.23% 1.45%1.45%

Approx. Optimum EM Approx. Optimum EM Resolution (*)Resolution (*)

2.12%2.12% 1.32%1.32%

Loss due to Eloss Loss due to Eloss between S1 and PSbetween S1 and PS

-23%-23% -23%-23%

Loss due to out-of-cone Loss due to out-of-cone fluctuationsfluctuations

-5%-5% -9%-9%

(*) Only dE/dx, i.e. no noise, no pile-up, no charge effects etc.

~9.5%/sqrt(E)

Page 17: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 17

Resolution vs Depth for 3x7 Resolution vs Depth for 3x7 clusters clusters ((50GeV electrons, eta=1.212550GeV electrons, eta=1.2125))

Strong correlation between resolution and shower depth when we reconstructusing the present ATLAS parametrization

Weak correlation between resolution and shower depth when we remove the effects of Elosses between Strips and PS

Page 18: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 18

Eloss between S1-PS from TestBeam sqrt Eloss between S1-PS from TestBeam sqrt parametrization (T.Carli) parametrization (T.Carli)

accacc

SPSLossPSact

PS

pasPS

actPS

PSactPS

uptoPSLoss

rec ESF

EEE

EEE

E

EbE

11

Eloss from TBeam parametrization

=1.66%

acc

SPSs E

EEWc 1

Significant (12%) improvement!

Page 19: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 19

Photons (Photons (L.Carminati @SlovakiaL.Carminati @Slovakia))

Presampler Weight W0 is 10% less for photons. The accordion SF is the same for electrons and photons.

This explains why the photons in ATLAS today are overcorrected by about ~1% (we use electron calibration).

Page 20: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 20

SummarySummary

EM energy resolution deteriorates at EM energy resolution deteriorates at high eta due to the presence of upstream high eta due to the presence of upstream material which significantly increases material which significantly increases fluctuations of energy losses.fluctuations of energy losses.

At eta=1.2 we found for electronsAt eta=1.2 we found for electrons ~23% resolution loss due to fluct. of Eloss between

PS-S1 ~9% resolution loss due to fluct. of Eloss out-of-cone

Fluctuations correlate with (a definition Fluctuations correlate with (a definition of) the shower depth.of) the shower depth.

Test-beam material scans very important Test-beam material scans very important for testing potential corrections.for testing potential corrections.

Page 21: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 21

Supporting ViewgraphsSupporting Viewgraphs

Page 22: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 22

Presampler Linearity at Presampler Linearity at eta=1.2125eta=1.2125

Offset=160MeVW0=4.911

Page 23: EM Resolution Studies D. Banfi, L. Carminati (Milano), S.Paganis (Wisconsin) egamma WG, Atlas Software Week, CERN, 26-May-2005

26-May-2005 EM Resolution Studies 23

Sqrt correction from TBeam Sqrt correction from TBeam 0202