masakiyo kitazawa (osaka u.) rapidity window and centrality dependences of higher order cumulants...

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Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida, Asakawa, MK, PRC90, 064911 (2014) MK, arXiv:1505.04349, Nucl. Phys. A, in press HIC for FAIR workshop, Frankfurt, 30/Jul./2015

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Page 1: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Masakiyo Kitazawa(Osaka U.)

Rapidity window and centrality dependences of higher order cumulants

MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014)Sakaida, Asakawa, MK, PRC90, 064911 (2014)MK, arXiv:1505.04349, Nucl. Phys. A, in press

HIC for FAIR workshop, Frankfurt, 30/Jul./2015

Page 2: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

一本の草も涼風宿りけり小林一茶

Even on one blade of grassthe cool wind lives

Issa Kobayashi1814

In “haiku”, a Japanese short style poem, a poet wrote…

Page 3: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Physicists can feel hot early Universe13 800 000 000 years ago

in tiny fluctuations ofcosmic microwave

Page 4: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Physicists can feel the existence of microscopic atoms behind random fluctuations of Brownian pollens

A. Einstein1905

Page 5: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Feel hot quark wind behind fluctuations in relativistic heavy ion collisions

2010-

Page 6: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Feel hot quark wind behind fluctuations in relativistic heavy ion collisions

2010-

Page 7: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Outline Outline

1. A poem

2. Electric charge fluctuation @ ALICE

3. Thermal blurring in momentum-space rapidity

4. Dh dependences of higher order cumulants

5. Effect of global charge conservation

Ohnishi+, in preparation

MK, Asakawa, Ono, PLB(2014); MK, NPA(2015)

Sakaida, Asakawa, MK, PRC(2014)

Page 8: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Electric charge fluctuations @ ALICE

Page 9: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Charge Fluctuation @ LHC Charge Fluctuation @ LHC

ALICE, PRL110,152301(2013)

D-measure

• D ~ 3-4 Hadronic• D ~ 1-1.5 Quark

is not equilibrated at freeze-out at LHC energy!

Suppression

from hadronic value

at LHC energy!

STAR

hadronic

Page 10: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Fluctuations and Elemental Charge Fluctuations and Elemental Charge

Free Boltzmann Poisson

Asakawa, Heinz, Muller, 2000Jeon, Koch, 2000Ejiri, Karsch, Redlich, 2005

Page 11: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Shot Noise Shot Noise

charge of quasi-particles

e*

Total charge Q:

Page 12: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Shot Noise Shot Noise

charge of quasi-particles

e*

Fractional QuantumHall Systems

Superconductorswith Cooper Pairs

Jehl+, Nature 405,50 (2000) Saminadayar+, PRL79,2526 (1997)

doubled!

Higher order cumulants:3rd order: ex. Beenakker+, PRL90,176802(2003)

up to 5th order: Gustavsson+, Surf.Sci.Rep.64,191(2009)

Page 13: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Various Contributions to Fluctuations Various Contributions to Fluctuations

Initial fluctuations Effect of jets Negative binomial (?) Final state rescattering Coordinate vs pseudo rapidities Particle missID Efficiency correction Global charge conservation

Enhance

Enhance

Enhance

Enhance to Poisson

Enhance to Poisson

Enhance to Poisson

Enhance to Poisson

Suppress

The suppression is most probably a consequence of the small fluctuation in deconfined medium.

Sakaida, Asakawa,MK, PRC(2014)

Ono, Asakawa, MK PRC(2013)

Page 14: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence @ ALICE Dh Dependence @ ALICE ALICE

PRL 2013

t

z

Dh

rapidity window

Same information as

2 particle corr.: Balance function

ALICEPRL 2013

Page 15: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence @ ALICE Dh Dependence @ ALICE

has to be a constantin equil. medium

Fluctuation of NQ at ALICE is not the

equilibrated one.

ALICEPRL 2013

rapidity window

Page 16: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence @ ALICE Dh Dependence @ ALICE

ALICEPRL 2013

large

small

Dh dependentthermometer?

rapidity window

Page 17: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Time Evolution of Fluctuations Time Evolution of Fluctuations

Quark-Gluon Plasma

Hadronization

Freezeout

Fluctuations continue to change until kinetic freezeout!!

Page 18: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Time Evolution of Fluctuations Time Evolution of Fluctuations

Quark-Gluon Plasma

Hadronization

Freezeout

Variation of a conserved charge is achieved only through diffusion.

The larger Dh, the slower diffusion

Page 19: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Conversion of Rapidities Conversion of Rapidities

Quark-Gluon Plasma

Hadronization

Freezeout

detector

conversion from coordinate-spaceto momentum-spacerapidities

Page 20: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Conversion of Rapidities Conversion of Rapidities

Quark-Gluon Plasma

Hadronization

Freezeout

detector

conversion from coordinate-spaceto momentum-spacerapidities

Koch, 0810.2520

Page 21: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence @ ALICE Dh Dependence @ ALICE

ALICEPRL 2013

Higher-order cumulants as thermometer?

Dh dependences of fluctuation observablesencode history of the hot medium!

large

small

Dh dependentthermometer?

Page 22: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence @ ALICE Dh Dependence @ ALICE

ALICEPRL 2013

Higher-order cumulants as thermometer?

Dh dependences of fluctuation observablesencode history of the hot medium!

large

small

Dh dependentthermometer?

Even on one blade of grassthe cool wind lives

Page 23: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Thermal blurring in momentum-space rapidity

Page 24: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Conversion of Rapidities Conversion of Rapidities

Quark-Gluon Plasma

Hadronization

Freezeout

detector

conversion from coordinate-spaceto momentum-spacerapidities

“Thermal blurring”

Page 25: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Thermal distribution in h space Thermal distribution in h space

pion

nucleon• pions• nucleons

Y. Ohnishi, MK,+in preparation

• blast wave• flat freezeout surface

Blast wave squeezes the distribution in rapidity space

Page 26: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Thermal distribution in h space Thermal distribution in h space

pion

nucleon• pions• nucleons

wid

thY. Ohnishi, MK,+in preparation

• blast wave• flat freezeout surface

Page 27: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Centrality Dependence Centrality Dependence

Is the centrality dependence understood solely by the thermal blurring at kinetic f.o.?

More centrallower Tlarger b

Smallerblurring

Page 28: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Centrality Dependence Centrality Dependence

Assumptions:

• Centrality independent cumulant at kinetic f.o.

• Thermal blurring at kinetic f.o.

Centrality dep. of blast wave parameters may not be large enough to describe the one of

Existence of another physics having centrality dep. More accurate data is desirable!!

Page 29: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Rapidity Window Dependences of Higher Order Cumulants

Page 30: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

<dNB2> and < dNp2 > @ LHC ? <dNB2> and < dNp2 > @ LHC ?

should have different Dh dependence.

NEWnormalization!

Page 31: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

<dNB2> and < dNp2 > @ LHC ? <dNB2> and < dNp2 > @ LHC ?

should have different Dh dependence.

Baryon # cumulants are experimentally observable! MK, Asakawa, 2012

Page 32: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

<dNQ4> @ LHC ? <dNQ4> @ LHC ?

suppression

How does behave as a function of Dh?

enhancementor

Page 33: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Hydrodynamic Fluctuations Hydrodynamic Fluctuations

Stochastic diffusion equation

Landau, Lifshitz, Statistical Mechaniqs IIKapusta, Muller, Stephanov, 2012

Markov (white noise)

Gaussian noiseFluctuation of n is Gaussian in equilibrium

+continuity

cf) Gardiner, “Stochastic Methods”

Stephanov, Shuryak, 2001

Page 34: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

How to Introduce Non-Gaussianity? How to Introduce Non-Gaussianity?

Stochastic diffusion equation

Choices to introduce non-Gaussianity in equil.:

n dependence of diffusion constant D(n) colored noise discretization of n

Page 35: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

How to Introduce Non-Gaussianity? How to Introduce Non-Gaussianity?

Stochastic diffusion equation

Choices to introduce non-Gaussianity in equil.:

n dependence of diffusion constant D(n) colored noise discretization of n our choice

Fluctuations measured in HIC are almost Poissonian.

REMARK:

Page 36: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

A Brownian Particles’ Model A Brownian Particles’ Model

Hadronization (specific initial condition)

Freezeout

Tim

e e

volu

tio

n

① Describe time evolution of Brownian particles exactly ② Obtain cumulants of particle # in Dh

Page 37: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Baryons in Hadronic Phase Baryons in Hadronic Phase h

adro

niz

e

che

m. f

.o.

kin

etic

f.o

.10~20fm

mesons

baryons

time

Baryons behave like

Brownian pollens in water

Page 38: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Diffusion Master Equation Diffusion Master Equation

Divide spatial coordinate into discrete cells

probability

MK, Asakawa, Ono, 2014MK, 2015

Page 39: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Diffusion Master Equation Diffusion Master Equation

Divide spatial coordinate into discrete cells

Master Equation for P(n)

probability

Solve the DME exactly, and take a0 limit

No approx., ex. van Kampen’s system size expansion

MK, Asakawa, Ono, 2014MK, 2015

Page 40: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

A Brownian Particles’ Model A Brownian Particles’ Model

Initial

Final

Tim

e e

volu

tio

n

Each particle are uncorrelated A particle moves x x’ with probability P(x-x’)

Formula of cumulants

Page 41: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Diffusion + Thermal Blurring Diffusion + Thermal Blurring

Hadronization

Kinetic f.o. (coordinate space)

Kinetic f.o. (momentum space)

Diffusion and thermal blurring can be treated simultaneously

Page 42: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Net Charge Number Net Charge Number

Prepare 2 species of (non-interacting) particles

Time evolution of Q up to Gauusianity isconsistent with the stochastic diffusion equation

Page 43: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Time Evolution in Hadronic Phase Time Evolution in Hadronic Phase Hadronization (initial condition)

Boost invariance / infinitely long system Local equilibration / local correlation

suppression owing tolocal charge conservation

strongly dependent onhadronization mechanism

Page 44: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Time Evolution in Hadronic Phase Time Evolution in Hadronic Phase Hadronization (initial condition)

Freezeout

Tim

e e

volu

tio

n v

ia D

ME

suppression owing tolocal charge conservation

strongly dependent onhadronization mechanism

Boost invariance / infinitely long system Local equilibration / local correlation

Page 45: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence at Freezeout Dh Dependence at Freezeout

Initial fluctuations:

2nd

4th

parameter sensitive to

hadronization

Page 46: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Total Charge Number Total Charge Number

In recombination model,

6 quarks6 antiquarks

can fluctuate, while does not.

Page 47: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence: 4th order Dh Dependence: 4th order Initial Condition

Charcteristic Dh dependences!Cumulants with a Dh is not the initial value.

MK, arXiv:1505.04349

Page 48: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence: 4th order Dh Dependence: 4th order

at ALICEat ALICE

Initial Condition

baryon #

MK, arXiv:1505.04349

Page 49: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence: 3rd order Dh Dependence: 3rd order

Initial Condition

MK, arXiv:1505.04349

at ALICEat ALICEbaryon #

Page 50: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

4th order : Large Initial Fluc. 4th order : Large Initial Fluc. MK, arXiv:1505.04349

at ALICEat ALICEbaryon #

Initial Condition

Page 51: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Dh Dependence @ STAR Dh Dependence @ STAR

Non monotonic dependence on Dh ?

Figure fromJochen Thäder, Yesterday

Page 52: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Effect of Global Charge Conservation(Finite Volume Effect)

Sakaida, Asakawa, MK, PRC, 2014

Page 53: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Global Charge Conservation Global Charge Conservation

1

0

Conserved charges in the total system do no fluctuate!

Page 54: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Global Charge Conservation Global Charge Conservation

Jeon, Koch, PRL2000; Bleicher, Jeon, Koch (2000)

1

0

Conserved charges in the total system do no fluctuate!

An Estimate of GCC Effect

Page 55: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Diffusion in Finite Volume Diffusion in Finite Volume

Infinite Sys.(No GCC Effect)

: Average Diffusion Length

: Diffusion Coefficient

Solve the diffusion master equation in finite volume

Page 56: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Diffusion in Finite Volume Diffusion in Finite Volume

Infinite Sys.(No GCC Effect)

: Average Diffusion Length

: Diffusion Coefficient

Solve the diffusion master equation in finite volume

effect ofGCC

effect ofGCC

suppression only for

Page 57: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Physical Interpretation Physical Interpretation

Condition for effects of the GCC

: Averaged Diffusion Distance

: Diffusion Coefficient

: Total Length of Matter

Effects of the GCC appear only near the boundaries.

Time Passes…

slide by M. Sakaida

Page 58: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Comparison with ALICE Result Comparison with ALICE Result

without initial fluc. with initial fluc.

• No GCC effect in ALICE experiments!• Same conclusion for higher order cumulants

time

Page 59: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Very Low Energy Collisions Very Low Energy Collisions

Large contribution of global charge conservationViolation of Bjorken scaling

Careful treatment is required to interpret fluctuations at low beam energies!

Many information should be encoded in Dh dep.

detector

Page 60: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Summary Summary

Plenty of information in Dh dependences of various cumulants

primordial thermodynamicsnon-thermal and transport propertyeffect of thermal blurring

and those of non-conserved charges, mixed cumulants…

With Dh dep. we can explore

Page 61: Masakiyo Kitazawa (Osaka U.) Rapidity window and centrality dependences of higher order cumulants MK, Asakawa, Ono, Phys. Lett. B728, 386-392 (2014) Sakaida,

Future Studies Future Studies

Experimental side: rapidity window dependences baryon number cumulants consistency between RHIC and LHC

Theoretical side: rapidity window dependences in dynamical models description of non-equilibrium non-Gaussianity accurate measurements on the lattice

Both sides: Compare theory and experiment carefully Do not use a fixed Dh cumulant for comparison!!!