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Azimuthal Correlation Studies Via Correlation Functions and CumulantsPowerPoint Presentation

Azimuthal Correlation Studies Via Correlation Functions and Cumulants

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### Azimuthal Correlation Studies Via Correlation Functions and Cumulants

Correlation Techniques Correlation Results Summary

N. N. Ajitanand

Nuclear Chemistry, SUNY, Stony Brook

Outline Cumulants

- Motivation
- Why Correlation studies ?

- Cumulant Method
- Correlation Function Method

- Compatibility with Flow, Jets, etc. ?
- What the Measurements tell us

From ET Distributions Cumulants

time to thermalize the system (t0 ~ 1 fm/c)

eBjorken~ 5 GeV/fm3

Why Study Correlations at RHICBRAHMS rapidity distribution

Substantial Energy

Density is Produced at RHIC

Large Energy Density Substantial Flow (Hydro limit)

Possible Access to EOS

Reminder - Single Particle Distributions Cumulants

Au + Au Experiment

d + Au Control Experiment

Striking difference between d+Au and Au+Au results.

Cronin effect dominates in d+Au

High-pT Jet Suppression dominate in Au+Au.

Final Data

Preliminary Data

Significant Jet Yield Cumulants

Is Purported at RHIC

schematic view of jet production

leading

particle

hadrons

q

q

Jets are Sensitive to

the QCD medium (dE/dx)

hadrons

- Jets:
- Primarily from gluons at RHIC

leading particle

Energy loss results in an anisotropy which can serve as an excellent probe of the medium

Jets at RHICCorrelation Studies Provide a Complimentary Probe for Possible

QGP formation…. (Very Important Signal)

Important Tools for Cumulants

Correlation Studies

- Anisotropy Relative to the Reaction
- Cumulants
- Correlation Functions

y Cumulants

Reaction plane

Reaction plane method

i

2

x

Build distribution

Relative to Rxn. plane

Σ wi*sin(2i)

tan(22) =

Fourier analyze distribution

to obtain anisotropy

Σ wi*cos(2i)

Measuring Azimuthal CorrelationsReaction Plane Method

Anisotropy = Flow if non-flow is demonstrably small

Correlations Cumulants

If Flow predominate Multiparticle correlations can be used to reduce non-flow contributions (N. Borghini et al, PRC. C63 (2001) 054906)

Measuring Azimuthal Correlations

Application of Cumulant Method in PHENIX Cumulants

- Cumulant analysis: non-trivial PHENIX analysis
- Simulations performed using a toy model MC generator with PHENIX acceptance as input
- Results show that the
v2 extracted is robust and

acceptance corrections are

well implemented

p CumulantsT and η dependence of v2

- No apparent dependence of v2 on η over the PHENIX η coverage
- Finite v2 at high pT
- jets are correlated with low pT particles
Reaction Plane !

- jets are correlated with low pT particles

PHENIX Preliminary

PHENIX Preliminary

PHENIX Preliminary

Glauber Cumulants

PHENIX Preliminary

y

eccentricity

x

Cumulant Analysis: Centrality DependenceAnisotropy driven by eccentricity : v2 scales with Npart

p CumulantsT ref

Cumulant Analysis: Dependence on integral pT range- No significant dependence on integral pT of reference

PHENIX Preliminary

pT

PHENIX Preliminary Cumulants

Scaling of the anisotropyThe differential anisotropy scales with the integral anisotropy

Assorted Two-particle Azimuthal Correlation Cumulants

Functions

Virtues

- Asymmetry related to jet properties
- Comparison of d+Au and Au+Au can reveal in-medium effects
- Flavor dependence can probe details of jet fragmentation
- etc

pT Cumulants

Leading Hadron Assorted Correlations

Leading Hadron

- Associated particle
- Meson
- Baryon

Correlation Function

pT Cumulants

PHENIX SetupAzimuthal Correlations Using DC+PC1+PC3+EMC Tracks

mesons

baryons

Baryon & Mesonidentification done using EMC TOF

Assorted Correlation Functions Cumulants

Associated

Mesons

PHENIX Preliminary

Associated

Baryons

Noticeable differences in the asymmetries

For associated baryons and mesons

associated Cumulants

associated

PHENIX Preliminary

associated

associated

Assorted Correlation Functions

- Similar asymmetry trends for associated mesons & baryons in d+Au

- Dissimilar trends
- for associated mesons and baryons in Au+Au

De-convolution of Correlation Function Necessary

Test of de-convolution via Simulations Cumulants

Two source 3d simulation Simulation Model:

- jets and flow.
- Poisson sampling:
- jets per event
- particles per jet
- flowing particles per event

- Jets produced with effective jT and kT
- Avg. number of near and far-side jet particles equal

- Exponential pT distribution for particles

Correlation functions generated in PHENIX acceptance

Typical fit to 3d sim correlation Cumulants

Good overall representation of the correlation function

is obtained

y Cumulants

Reaction plane

i

2

x

Simulation

Build Correlation Function

Relative to Rxn. plane

Correlation Perp to Plane

Σ wi*sin(2i)

tan(22) =

Σ wi*cos(2i)

Measuring Azimuthal CorrelationsRelative to the Reaction Plane

Results From Simulations Cumulants

Correlations

Parallel-to-RP

Correlations

Perpendicular-to-RP

Simultaneous Fit Recovers Jet and harmonic properties ~ 10%

Reliable yield extraction is achieved Cumulants

PHENIX preliminary Cumulants

PHENIX preliminary

PHENIX preliminary

Data

Hadron-Hadron correlation (pT(trig)>3GeV/c)

See Shinichi’s Talk

Flavor composition study in progress -- revealing

High Density partonic material formed Early Cumulants

leading

particle

d + Au

q

q

Pressure Gradients Develop in Partonic matter -> elliptic flow -> v2

leading

particle

Hard Scattered Partons

Traverse partonic material

Jet-quenching (early) v2

This Scenario has

Measurable Consequences

Which can be put into

Evidence

Quantitative estimates

Emerging Picture

The high energy-density matter responsible for Jet Quenching

drives elliptic flow

Summary / Conclusion Cumulants

Differential azimuthal anisotropy has been measured in PHENIX

using cumulants.

- 2nd order v2 measured as a function of pT and centrality
- Scaling behavior demonstrated
- Low and high pT reference study suggest that jets are correlated with RP
Assorted Correlation Functions

- Azimuthal Correlation functions obtained fro high pT leading hadrons in association with flavor identified partners.
- d+Au: significant asymmetry observed for both flavors
- Au + Au: Asymmetry significantly reduced for associated baryons

- De-convolution method for extraction of jet and flow parameters demonstrated

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