Jin Huang (BNL) · Jin Huang Internal Discussion 24 Electron triggers under 10%C Hijing events Get...

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Jin Huang (BNL)

Transcript of Jin Huang (BNL) · Jin Huang Internal Discussion 24 Electron triggers under 10%C Hijing events Get...

Page 1: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Jin Huang (BNL)

Page 2: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Calorimeters,

Where they are located?

What are they used for?

Internal DiscussionJin Huang <[email protected]> 2

Page 3: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

RHIC/AGS AUM 2014Jin Huang <[email protected]> 3

DIS e-

IP

TPC GEMs

EMCal

Gas RICH

Aerogel

Hadron Calo.

EM Calo.

BBC

h-going side e-going side

Page 4: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

EM calorimeter (EMCal) : 18 X0 SPACAL

Inner hadron calorimeter (inner HCal) : 1 λ0 Cu-Scint. sampling BaBar coil and cryostat. (BaBar): 1 X0

Outer hadron calorimeter (outer HCal) : 4 λ0 Steel-Scint. sampling

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Calorimeter energy distribution in full event central AuAu collisions and realistic magnetic field

EMCal

inner HCal

BaBar

outer HCalEMCal

inner HCal

BaBar

outer HCal

Beam line

Beam

η=+1.1η=-1.1

Internal DiscussionJin Huang <[email protected]>

Page 5: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Electron identification (e-EMC, barrel EMC)

Electron kinematics measurement (e-EMC, barrel EMC)

DIS kinematics using hadron final states (barrel EMC/HCal, h-EMC/HCal)

Photon ID for DVCS (All EMC)

Diffractive ID (h-HCal)

High momentum track energy measurement (h-HCal)

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Electron purity after EMCal PID

Fraction of DIS eventwith good electron ID

DIS kinematics survivability Electron kinematic method

Pu

rity

0

1

Internal DiscussionJin Huang <[email protected]>

From Sasha and Karen using parameterized performance

Page 6: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

We can use them in EIC PID

No systematic e-going/h-going Geant4 simulation yet

Internal DiscussionJin Huang <[email protected]> 6

Page 7: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

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Electron have most energy contained in EMCalForming tight clusters

Most pions MIP throughwhile a fraction initiate hadron shower, forming wider clusters Leaked energy spread to large area, can be partially caught by HCal after

Three Electrons Showers Three Pions(one of three initiated shower)

Internal DiscussionJin Huang <[email protected]>

Page 8: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

SPACAL implemented in sPHENIX simulation framework◦ Thanks to reference model from A. Kiselev (EIC taskforce & EIC RD1)

10 GeV electron shower in a single SPACAL module shown Covered full azimuthal and |η|<1.1 in sPHENIX (Page 4)

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10GeV, e+

Tapered to form full cylinderAzimuthally projective fibers

2 cm

1 cm

Fibers : diameter of 0.5mmSpacing of 1mm

10GeV e+

Side view

Particle view

Internal DiscussionJin Huang <[email protected]>

Barrel SPACAL

EIC RD1

Collaboration

Forward

SPACAL

STAR FCS

SPACAL prototypes in 2014 Fermilab beam test

Page 9: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Electron resolution → Electron PID efficiency Compared to simulation from EIC RD1 collaboration and beam test Consistent in general; more work on noise and cell structure simulation

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Courtesy: A.Kiselev (BNL)DIS2014

EIC RD1 studyFermiLab beam tests

sPHENIX simulation 5MeV(scint.)/tower zero-suppression

Elec. E ΔE/E1 GeV 16%4 GeV 8%10 GeV 6%

Internal DiscussionJin Huang <[email protected]>

X. Liang (GSU)

Page 10: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Spacial containment of showers → size of cluster

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EMCal radius (cm)

EMCal X (cm)

EMC

al Y

(cm

)

← Moliere radius ~ 2cm

← 3x3 tower 95% containment

EMCal radius (cm) Inner Hcal radius (cm)

EMCal X (cm) Inner Hcal X (cm)

Inn

er

Hca

lY (

cm)

EMC

al Y

(cm

)

← 3x3 tower50% containment

← ~3x3 tower60% containment

- Energy deposition (A.U.)- Percentage outside radius

4 GeV Electrons 4 GeV Pions, that passed E/p cut

Internal DiscussionJin Huang <[email protected]>

Outtie-HCal has much larger spread. See backup 1

Page 11: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Pion response → Pion rejections

Need to follow up on calibrating hadron simulation to beam tests

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− π- + e-

− e-

Sum energy in 5x5 tower (A.U.)

Simulated e-

Simulated π-

sPHENIX simulation of 8GeV e/π-

Energy sum for 5x5 towersCourtesy : O. Tsai (UCLA) SPACAL prototypes in 2014 Fermilab beam testEnergy sum for 5x5 towers

Internal DiscussionJin Huang <[email protected]>

Page 12: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

E-p matching: A robust PID selection cut

Tracking provide precise momentum and EMCal res. dominate E/p resolution

Background is low in proton-proton collisions

Use higher efficiency (lower rejection) cuts for pp ϒ → e+e-

measurements (next talk)

PID is highly momentum dependent, good to check with full ϒ simulations

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Simulation of single electron and pionsEMCal – tracking likelihood PID

− p = 2 GeV/c− p = 4 GeV/c− p = 8 GeV/c

Internal DiscussionJin Huang <[email protected]>

~90:1 @ 90% eff.

Page 13: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

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← 90% electron eff.

← 90% electron eff.

e-

π-

4GeV electron and pion-, |η|<0.2

EMCal tower cut : R<3cm, Hcal cut : R<20cm

- all events- with EMCal E/p cut

Additional x2 from inner HCal cutTotal rejection >100:1

H-Cal Distribution H-Cal Cut Efficiency

H-Cal Distribution H-Cal Cut Efficiency

EMCal Distribution

EMCal Distribution

Internal DiscussionJin Huang <[email protected]>

Page 14: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

pp/ep electron ID (EMC+HCAL)

Central AA electron ID (EMC Only)

Internal DiscussionJin Huang <[email protected]> 14

Page 15: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Started a simulation for Jet in pp/pA

Could be borrowed as example for ePHENIX implimentation

Internal DiscussionJin Huang <[email protected]> 15

Page 16: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Event display FHCal Segmentation

Internal DiscussionJin Huang, et al. 16

• Single macro handles event generation/readback/G4 simulation/ jet reconstruction• Adding embedding since Tue talk

Page 17: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Internal DiscussionJin Huang, et al. 17

No apparent leak energy observed Energy resolution ~100%/sqrt(EJet) Angular reconstruction is centered for the

eta and phi Angular resolution <0.1 for Ejet > 20GeV

Anti kT w/ R=0.6Pythia p+p 510GeVGaus fit µ and σ shown

Ejet ET

η φ

1.3<η<1.7

Page 18: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Internal DiscussionJin Huang <[email protected]> 18

Barrel calorimeter Forward calorimeter Near beam line

Page 19: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

A macro to run the calorimeter analysis

What are the existing modules

Internal DiscussionJin Huang <[email protected]> 19

Page 20: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

PHENIX Homepage -> Internal -> Computing -> Doxygen

Search for “Fun4All_G4_sPHENIX_plus_fHCAL”Direct link: https://www.phenix.bnl.gov/WWW/offline/doxygen/html/d0/d91/Fun4All__G4__sPHENIX__plus__fHCAL_8C_source.html#l00014

We will go through the macro in the meeting

Internal DiscussionJin Huang <[email protected]> 20

Page 21: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Internal DiscussionJin Huang <[email protected]> 21

Page 22: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

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- all events (w/ embedding)- with EMCal E/p cut (w/ embedding) - Hijing background (AuAu 10%C in B-field)

SPACAL pi- rejectionis lower out of the box

SPACAL e-Larger E/p cuts

z (cm)

• Out of the box: larger |η|→ larger background• Longer path length in calorimeter• Covers more non-projective towers

• Many ways to improved in near future• Better estimate of the underlying background event-by-event (improve x1.5) • Use (radially) thinner ECal (improve x2) • Shower shape cuts?• Possibilities for projective towers?

Non-projective Tower

w/ track of |η|= 0.7 – 0.9

R (

cm)

EMCalinner HCalBaBar

outer HCal

Beam line

AuAu 10%C in B-field

Internal DiscussionJin Huang <[email protected]>

Out of box rejection ~10:1

Page 23: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

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− 0<|η|<0.2, <pe> = 4.8 GeV/c− 0.3<|η|<0.5, <pe> = 5.0 GeV/c− 0.7<|η|<0.9, <pe> = 5.7 GeV/c

Internal DiscussionJin Huang <[email protected]>

|η|= 0.7 – 0.9 <pe(ϒ)> = 5.7 GeV/c

− p = 8 GeV/c− p = 4 GeV/c

<pe(ϒ)>

Page 24: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Internal DiscussionJin Huang <[email protected]> 24

Electron triggers under 10%C Hijing events

Get max EMCal 3x3-SUM within one event

Histogram probability for a event have one SUM larger than a cut →

For non-projective larger angle region, we might need larger area SUMs

Page 25: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

(R=0.2) Jet triggers (R=0.4) Jet triggers

Internal DiscussionJin Huang <[email protected]> 25

Max sum per event Max sum per event

Need average background suppression

Page 26: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Density - 10.17 g/cm3,

X0 ~ 7 mm, Rm ~ 2.3 cm,

Sc. Fibers -SCSF78 Ø 0.47 mm

Spacing 1 mm center-to-center

Sf -2% (electrons),

Resolution ~12%/√E

Tapered module → Azimuthal projective

Solid object for ease of mechanical support

2

6

23 X0

Courtesy : O. Tsai (UCLA) CALOR 2014

Barrel SPACAL

EIC RD1 CollaborationForward SPACAL

STAR FCS

SPACAL prototypes in 2014 Fermilab beam test

End view of 2x2 tower showing fiber matrix

Internal DiscussionJin Huang <[email protected]>

Page 27: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

Electron resolution → Electron PID efficiency Compared to simulation from EIC RD1 collaboration and beam

test Consistent in general

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Courtesy: A.Kiselev (BNL)

sPHENIX simulation EIC RD1 simulation, calibrated to beam tests

Internal DiscussionJin Huang <[email protected]>

Page 28: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

FTHP_BERT @ |η|<0.2 FTHP_BERT_HP @ η = 0.1

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4GeV, innie HCal, zero field

EMCal tower cut : R<3cm

-all events (w/ embedding)- with EMCal E/p cut (w/ embedding) - Hijing background (AuAu 10%C in B-field)

SPACAL pi- rejection = ~90:1Difference could be:• Model of hadron shower• No tunneling at eta = 0• Fluctuation

SPACAL e- eff = 74%

SPACAL pi- rejection = 50:1Similar to use HCal-cut(i.e. Hcal cut is less useful here)

SPACAL e- eff = 71%

Internal DiscussionJin Huang <[email protected]>

Page 29: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

29Internal DiscussionJin Huang <[email protected]>

Page 30: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

30Liang Xue May 30, 2014

SPACAL + Innie HCal

Clustering:

EMCal: 5 MeV tower energy cutHCal: 10 MeV tower energy cut

Internal DiscussionJin Huang <[email protected]>

Page 31: Jin Huang (BNL) · Jin Huang  Internal Discussion 24 Electron triggers under 10%C Hijing events Get max EMCal 3x3-SUM within one event Histogram probability

31Liang Xue May 30, 2014

SPACAL + Outie HCal

Clustering:

EMCal: 5 MeV tower energy cutHCal: 10 MeV tower energy cut

Internal DiscussionJin Huang <[email protected]>