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Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics Ukraine

Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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Victor Begun3 Contents 1. GCE, 2. CE: Q=0, Q≠0, 3. MCE neutral, 4. MCE Q=0, 5. Quantum statistics effects, 6. Acceptance.

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Page 1: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Statistical Fluctuations in Different Ensembles

Begun VictorBogolyubov Institute for Theoretical Physics

Ukraine

Page 2: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 2

1. Surprising success of statistical models for particle production in A+A collisions.

2. New data on fluctuations are coming.

3. Particle number fluctuations in different statistical ensembles were not studied up to now !?

4. We have found that they are different even in the thermodynamic limit!

Motivation

Page 3: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 3

Contents1. GCE,2. CE: Q=0, Q≠0,3. MCE neutral,4. MCE Q=0,5. Quantum statistics effects,6. Acceptance.

Page 4: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 4

1. V.V. Begun, M. Gaździcki, M.I. Gorenstein, O.S.Zozulya, "Particle Number Fluctuations in a Canonical Ensemble", Phys. Rev. C70 (2004) 034901; nucl-th/0404056, Apr 2004.

2. V.V.Begun, M.I.Gorenstein, A.P.Kostyuk, O.S.Zozulya, "Particle Number Fluctuations in the Microcanonical Ensemble", nucl-th/0410044, Phys. Rev. C, in print.

3. V.V. Begun, M.I. Gorenstein, O.S. Zozulya, "Fluctuations in the Canonical Ensemble", nucl-th/0411003.

4. A. Keranen, F. Becattini, V.V. Begun, M.I. Gorenstein, O.S. Zozulya, "Particle Number Fluctuations in Statistical Model with Exact Charge Conservation Laws“, nucl-th/0411116

Page 5: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 5

Microcanonical Canonical Grand canonical

Q V, E, QV,T, Qμ V,T,

Qμ Q TE

Statistical ensembles

Page 6: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 6

where j numerates the species,

is a single particle partition function,

,

μ/T)exp(λ j

jz

Tm

K Tm2

V

pd ]Tεexp[-)2(

V

j2

2j2

j

3p3

j

g

gjz

j

jzz

22p mpε j

V → ∞ z → ∞

Page 7: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 7

Partition function in GCE

/cosh 2 exp ) λ λ exp(

...!N)(λ

!N)(λ

...!N)(λ

!N)(λ

...... )T,(V,Z

NN

1

N11

1

N11

0N ,N 0N ,Ng.c.e.

11

11

Tjj

j

j

j

jjj

jj

zzz

zzzz

jjj

jj

Page 8: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 8

0N ,N 0N ,N

c.e.11

...... )QT,(V,Zjj

...!N)(λ

!N)(λ

...!N)(λ

!N)(λ

NN

1

N11

1

N11

11

j

j

j

jjj

jj zzzz

Partition function in CE

QNNNN 11 ............ jj

)(2IQ zK. Redlich, L. Turko, Z. Phys. C 5 (1980) 541; J. Rafelski, M. Danos, Phys. Lett. B 97 (1980) 279.

Page 9: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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The microcanonical partition function (m=0)

1N30N

NN

1k

(k)

(1)3(N)3N

3N

27 2

35

34

2Ex V)(E,W V) W(E,

N!1)!(3N

xE1 )|p|δ(E

pd...pd2π

VN!1 V)(E,W

xF ;,,;

,

g

. πVE xwhere 2

3g

V.V.Begun et al., PRC in print, nucl-th/0410044

Page 10: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 10

CE/GCE ratio

.,)(2I)(2I

a μ/T),exp(aaNQ

1Qc.e.g.c.e.

zz

z jj

M.Gorenstein, M.Gaździcki, W.Greiner, PLB 483 (2000) 60.

Page 11: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 11

. ...N 2304

491 NN , ... N 81 1 NN 2m.c.e.m.c.e.

MCE/GCE ratio (m=0)g.

c.e. g.

c.e.

g.c.e.g.c.e.

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Fluctuations

Variance:

Scaled variance:

N = N, N+, N- , Nch=N++N- ,

22 NN V(N)

N

NN ω22

1 ω ωωω chg.c.e.g.c.e.g.c.e.g.c.e.

Page 13: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 13

CE fluctuations

V.V. Begun, M. Gaździcki, M.I. Gorenstein, O.S.Zozulya, Phys. Rev. C70 (2004) 034901; nucl-th/0404056.

Page 14: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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CE fluctuations, Q>0

z2Qy

V.V. Begun, M.I. Gorenstein, O.S. Zozulya, nucl-th/0411003

Page 15: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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...N 1152

491 81ω , ...

N 811

41ω 2m.c.e.m.c.e.

MCE fluctuations (m=0)

V.V.Begun et al., PRC in print, nucl-th/0410044

g.c.e. g.c.e.

Page 16: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

Victor Begun 16

Quantum statistics effects

p

pppg.c.e. ),(nw})({nW

, γ Tμ mp exp

1 n22

p

)γ1(

pp2

p2

p2p nn n)(n υ

. Δnq δ Δnε δ )(nw0)Q},({nW

, Δnq δ )(nw})({n W

p αp,

αp

α

αp,

αp

αpppm.c.e.

p αp,

αp

αpppc.e.

M.Stephanov, K.Rajagopal, E.Shuryak, Phys.Rev. D60 (1999) 114028

α =±1

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GCE CE

0.456,0)(Qω 0.912,ω

0.5,0)(Qω ω

0.684,0)(Qω 1.368,ω

Fc.e.

Fg.c.e.

c.e.g.c.e.

Bc.e.

Bg.c.e.

1/21,

V.V. Begun, M.I. Gorenstein, O.S. Zozulya, nucl-th/0411003

m=0:

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MCE

. 0.099 0)(Qω , 0.198 ω

, 0.125 0)(Qω , 0.25 ω

, 0.268 0)(Qω , 0.535 ω

Fm.c.e.

Fm.c.e.

m.c.e.m.c.e.

Bm.c.e.

Bm.c.e.

1/81/4

V.V.Begun et al., PRC in print, nucl-th/0410044

Blac

k-bo

dy ra

diat

ion

m=0:

Page 19: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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Limited kinematical acceptance

ω ω 1q acc

q)(1 ωq ωacc

1 ω 0q acc

Page 20: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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1. Particle number fluctuations calculated in the CE and MCE

2. + - ch

3.

4. In the limit

5. Large acceptance is required.

GCEneutr

al1 1

Q=0 1

Summary

for the first time! ≠ ≠ ≠

Conservation laws reduce fluctuations!

V→∞ CE MCE 1/4 1/2 1/8

Page 21: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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Examples when exact conservation laws are required

• collisions,• Strangeness production in A+A

collisions at low energies,• Antiproton production in peripheral

A+A collisions,• Charm and charmonium production.

ee , pp , pp

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Gaździcki, NA49, QM 2004:

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0 5 10 15 200

0.1

0.3

0.2

N

m.c.e. Q=0 m.c.e. c.e. Q=0 g.c.e.

P

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A system with two conserved charges (p,n,π-gas)

Page 25: Statistical Fluctuations in Different Ensembles Begun Victor Bogolyubov Institute for Theoretical Physics…

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Definitions of Fluctuations

1. Standard textbooks in statistical physics:a) Non-relativistic case: Nc.e.,Nm.c.e.=const,

b)

2. Scaled variance:

N

ΔN ω2

. 1 ω ω chg.c.e.g.c.e.

.N , 0 N1~

NΔN δ

2

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Victor Begun 26

Conclusions1, ω ω ω ω ch

g.c.e.g.c.e.g.c.e.g.c.e. 1. 2. 3. Q=0, = 1/2 ,

4. Q>0, + < - ,

5. E=const, = 1/4 ,

6. E=const, Q=0 ± = 1/8 ,7. Large acceptance is required.

0.912, ω 1.368,ω Fg.c.e.

Bg.c.e.