Collective flow analysis of Collective flow analysis of heavy ion collisions with 3
heavy ion collisions with 3 - - dim dim ultra
ultra - - relativistic hydro relativistic hydro
Together with:
Yun Cheng
Szabolcs Horvát Volodymyr Magas
Etele Molnár
Dan Strottman
Miklós Zétényi
Multi Module Modeling
M 1
st– Initial state -- pre eq., Yang-Mills flux tube model M 2
nd– Fluid dynamics -- (near) Thermal equilibrium
M 3
rd– Final Freeze-out -- simultaneous Hadronization & FO (recomb.)
Collective dynamics Flow observables
• V_1 & V_2 observed and analyzed
• CQN scaling Flow develops in QGP
Goal:
How these 3 stages and transport processes influence the observables
We have been working on related problems
We divide the reaction to into stages: (i) initial, (ii) FD stage in local equilibrium with an EoS, at high, RHIC or LHC we have QGP, (iii) sudden hadronization and freeze out.
- Accordingly our reaction model is built up as a Multi Module Model (MMM).
- The initial stage/module at RHIC/LHC has no shocks, but YM field theory - The CFD module is updated considerably.
- Flow shows constituent quark number scaling (CNQ), this is implemented in the FO and hadronization description after the hydro. [FAIR, CERN]
- Interesting new observation, that quark and anti-quark numbers remain
unchanged during sudden hadronization, but the effective quark degeneracy must increase in CNQ.
- The final Hadronization and freeze out module is updated considerably.
- The early results arising from conservation laws across time-like FO hyper-
Global Flow Directed Transverse
flow
Elliptic flow Elliptic flow
3
rdflow component (anti - flow)
Squeeze out
Initial state – Landau, complete stopping
Works well at low energies
Bjorken initial state – complete transparency
Initial state is boost invariant – all quantities depent only on t, not on y give rise to 2+1D simple hydro models
Very popular at
ultra-relativistic energies
Does not conserve
energy and momentum!!!
How to conserve momentum?
At low energies – fire streak picture
[Myers, Gosset, Kapusta, Westfall]
Tilted initial state
String rope --- Flux tube --- Coherent YM field
Initial state
3
rdflow component
Initial state – reaching equilibrium
Initial state by V. Magas, L.P. Csernai and D. Strottman Phys. Rev. C64 (2001) 014901
Nucl. Phys. A 712 (2002) 167–204
Flow is a diagnostic tool Flow is a
Flow is a diagnostic diagnostic tool tool
Impact Impact par., par., b b
Transparency Transparency – – string tension, string tension, A A
Equilibration Equilibration time,
time, Tf Tf
Consequence:
Consequence:
v v
11(y), v (y), v
22(y), (y), … …
Why should we measure v_1 ???
Why should we measure v_1 ???
3 3 - - Dim Hydro for RHIC (PIC) Dim Hydro for RHIC (PIC)
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Hydro
The relativistic Euler equations used are:
Here and in the following work, N is the particle number, M is the momentum, E is the energy and P is the pressure, all defined in the calculational frame.
They are related to the rest frame quantities by the relations:
All quantities are given in the program (i.e., dimensionless) units. In the notation of Harlow et. al (PIC code)
Similarly to Harlow et. al we introduce the notation:
Then further:
Solution of equations between the rest and calculation frame
General Equations
In Harlow et. al one writes P = b e + h; in their case, h( x ) depends on the density and represents the compression pressure. In our case h = −4/3 B
bag.
Solving for e in eq. (8):
Then inserting into eq. (9) yields
or
Inserting into this equation:
which is the form found in Amsden et. al setting b = 2/3 :
In the QGP case one has:
Pressure independent of density
Things simplify a bit if the pressure depends only on the energy e rather than
explicitly on density through the function h above. This is the case in the QCD
plasma wherein h = −4/3 B
bag. In this case we have
which upon insertion into the equation for the momentum leads to
Hence,
Solving for x where So,
One must take the minus sign to ensure
x 0when
C 0. From this we can obtain e , eq. (11), P, v and n.
Limits
The approach outlined above will not always work; occasionally, x will be greater
than 1. These equations can be used to put restrictions on allowed values of B,C,
....
Then:
If B > B
bagor
Harlow et. al claim that C > B
2leads to x > 1. The equation above indicates the
situation is a bit more complicated than this in that the compression pressure
would need to be included in their case.
Zero B
bagIn this case
Thus
with the last expression for b = 1/3 . Solving for x
We need to take the − in the ± so that x 0 when y 0. Note that for x 1, y 1.
If P = 0,
consequently
with the result that
This is attractive because for edge cells for which we don’t know the proper density
(i.e., how much of a cell is filled), this definition of x does not depend on the volume
filled.
Viscosity vs. “numerical viscosity”
-Viscosity is important (phase tr., initial state, stability, etc.) - Several numerical solution methods, finite resolution
- E.g. Lax method:
- Discretized in 1D, using the notation:
where
- Doing the same for the Euler equation yields
- A similar study for the FCT method results in num. kinetic viscosity:
Theoretical [D. Molnar, U. Heinz, et al., ] Theoretical [D. Molnar, U. Heinz, et al., ] η η = 50 – = 50 – 500 MeV/fm 500 MeV/fm
22c, Re º c, Re º 10 – 10 – 100 100 For Δ For Δx=1fm, x=1fm, Δ Δt=0.9fm/c, t=0.9fm/c, ρ ρ =300MeV =300MeV
η η
numnum= 167 MeV/fm = 167 MeV/fm
22c c
Numerical “viscosity”
is not negligible !!!
Viscosity vs. “numerical viscosity” contd.
Particle in Cell method.
Particle in Cell method.
Better resolution than the Better resolution than the cell- cell - size would allow! size would allow!
“Marker particles “ Marker particles” ” = = Lagrangian
Lagrangian fluid cells. Large fluid cells. Large number of these.
number of these.
Randomly placed to avoid Randomly placed to avoid
“ “ ringing instabilities ringing instabilities ” ” and and
other grid related instabilities!
other grid related instabilities!
Runs very stable up to very Runs very stable up to very high energies, much beyond high energies, much beyond the principle applicability of the principle applicability of CFD approach.
CFD approach.
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Figure: In the PIC method Lagrangian fluid elements, called Markers, move in a decartian coordinate grid. At very high energies, to avoid instabilities arising from the computational grid, marker particles are randomized in our approach. The figure shows Marker particle positions in the central plane of an explosion (z is the beam direction), assuming an initial Landau state [15] with an energy density of 40 GeV/fm3. A total of 1.5 million marker particles are used to describe the three-dimensional nucleus [unpublished].
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Figure: Test of maximum baryon number density in the explosive final stage of expanding Quark-gluon Plasma after an ultra-relativistic heavy ion reaction, where the initial collision energy was 65 times the rest mass of the colliding nuclei. The result weakly depends on the ratio of the grid size in the direction of the collision and the length of the time-step which is 0.5 fm/c. Implementation of implicit methods and Newton-Krylov solvers for the relativistic hydrodynamics will significantly decrease the fluctuations and increase the accuracy. (Unpublished.)
Figure: Time evolution of the energy density in the central plane assuming an initial Landau state [15], which can be formed in a central (b=0) collision of two nuclei. The expansion is dominantly in the beam-, z-direction. The dynamics were described by a relativistic three-dimensional hydrodynamic model [unpublished].
Au+Au
Au+Au at 60+60 A GEV, b= 0.25 (R_pat 60+60 A GEV, b= 0.25 (R_p + R_t+ R_t) at ) at
t=0 t=0
(initial state for the hydro calculation).(initial state for the hydro calculation).Plotted: e, energy density, [GeV/fm
Plotted: e, energy density, [GeV/fm33], in the rest frame of the cell. [tnc10 –], in the rest frame of the cell. [tnc10 – low res.]low res.]
P/T side reversed!
/
Au+Au
Au+Au at 60+60 A GEV, b= 0.25 (R_pat 60+60 A GEV, b= 0.25 (R_p + R_t+ R_t) at ) at
t=0 t=0
(initial state for the hydro calculation).(initial state for the hydro calculation).Plotted: e, energy density, [GeV/fm
Plotted: e, energy density, [GeV/fm33], in the rest frame of the cell. [tnc16 –], in the rest frame of the cell. [tnc16 – high res.]high res.]
Au+Au
Au+Au at 60+60 A GEV, b= 0.5 (R_pat 60+60 A GEV, b= 0.5 (R_p + R_t+ R_t) at ) at
t= 1.902 fm/c t= 1.902 fm/c
, 50 cycles., 50 cycles.Plotted: E, energy density, [GeV/fm
Plotted: E, energy density, [GeV/fm33], in the calculational (CM) frame. Contour ], in the calculational (CM) frame. Contour lines are at 5, 2.5, 5, 8 [GeV/fm
lines are at 5, 2.5, 5, 8 [GeV/fm33] and E_{max] and E_{max} = 9.19 GeV/fm} = 9.19 GeV/fm33 ..
Au+Au E
CM=65 GeV/nucl. b=0.5 b
maxA
σ=0.08 => σ~10 GeV/fm
e [ GeV / fm 3 ] T [ MeV]
t=0.0 fm/c, T
max= 420 MeV, e
max= 20.0 GeV/fm
3,L
x,y= 1.45 fm, L
z=0.145 fm
. .
EoS: p= e/3 - 4B/3
Au+Au E
CM=65 GeV/nucl. b=0.5 b
maxA
σ=0.08 => σ~10 GeV/fm
e [ GeV / fm 3 ] T [ MeV]
t=9.1 fm/c, T
max= 417 MeV, e
max= 19.6 GeV/fm
3,L
x,y= 1.45 fm, L
z=0.145 fm
. .
Au+Au
Au+Au at 65+65 A GEV, b= 0.3 (R_pat 65+65 A GEV, b= 0.3 (R_p + R_t+ R_t) (String tension A=0.08, Tf) (String tension A=0.08, Tf=4.5 fm/c).=4.5 fm/c).
Au+Au
Au+Au at 65+65 A GEV, b= 0.4 (R_pat 65+65 A GEV, b= 0.4 (R_p + R_t+ R_t) (String tension A=0.065, Tf) (String tension A=0.065, Tf=6 fm/c).=6 fm/c).
Au+Au
Au+Au at 65+65 A GEV, b= 0.5 (R_pat 65+65 A GEV, b= 0.5 (R_p + R_t+ R_t) (String tension A=0.065, Tf) (String tension A=0.065, Tf= 5 fm/c).= 5 fm/c).
b=70% b-max.
Flow in hydro, before F.O.
b=30% b-max.
b= 0
Flow in hydro, after appr.(*) F.O.
b=30% b-max.
(*) Thermal smoothing in z-direction only with TFO = 170 MeV and mFO = 139 MeV (both fixed).
Correct FO description is of Correct FO description is of
Vital Importance ! Vital Importance !
Freeze Out
„3 rd flow” component
Hydro
[Csernai, HIPAGS ’93]
[Phys.Lett. B458 (99) 454]
Csernai & Röhrich
Rapidity distribution of v
Rapidity distribution of v
11, v , v
22, , nq nq
b = 70% b = 70%
nnqq scalingscaling
ppTT = p= pTT / / nnqq
v 1 ( η ): system-size dependence
G. Wang / STAR
QM 2006 :
Best case: 200 GeV Au + Au
G. Wang / STAR
QM 2006 :
[G. Wang / STAR –
Nucl. Phys. A 774 (2006) 515–518]
[J. Chen / STAR – J. Physics 35 (2008) 044072]
Freeze Out
Rapid and simultaneous FO and
“hadronization”
• Improved Cooper-Frye FO:
• - Conservation Laws:
• - Post FO distribution:
• Hadronization ~ CQ-s
• - Pre FO: Current and , QGP
• - Post FO: Constituent and
• - are conserved in FO!!!
• Choice of F.O. hypersurface
0,
0 N
T
0 ) ( )
(
p
f p
q q
q
q
N
N and
q q
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“Detonations across time-like fronts in relativistic systems” - ‘87
Burning and
radiating outside shell
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Preventing turbulence
The instability of deflagration- (flame-) front is not desirable at supersonic fronts.
With increasing temperature the radiation becomes
dominant and stabilizes the
flame front.
The radiative transfer also modifies the dissipative transport. This is of vital importance, because radiative transport propagates with the speed of light, and able to stabilize processes which cannot be stabilized by mechanical pressure. This is actually the reason of the failure of different rocket engines, and the success of the space shuttle rockets as well as of the implosion devices in the nuclear bombs. One should just look at the extremely stable, blue-ultraviolet flame fronts (15 000 oK) of the Space-Shuttle's liquid fuel rockets stabilized by radiative energy-momentum transfer, in contrast to the hardly stable, turbulent red flames at ignitions with lower temperatures. [Picture, NASA]
Interestingly the space-time picture of hadronization and freeze out of expanding and cooling QGP is very similar to time-like detonations [1].
Recognized also in
[LV. Bravina et al., PL 354B (95)192.]
Thus, if the process is rapid, i.e. sudden hadronization and freeze out, then it can and must be described by the same formalism.
[1] L.P. Csernai, Sov. JETP, 65 (l987) 216.
Matching Conditions for core/crust boundary
Conservation laws Conservation laws
Nondecreasing entropy Nondecreasing entropy
If the final state is out of Eq., the energy-momentum tensor has to be evaluated, and the above eqs. solved!!!
[ Anderlik et al. Phys.Rev.C 59 (99) 3309]
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Entropy;
bulk visc.
FAIR Recom- bination:
N
reduced
in FO !!!
• Recombination, reduces N, makes the FO even more rapid and sudden!
• Thermal smearing is influenced by the pre-FO parton distribution strong BTE does not take this into account correctly: LOCAL molecular chaos fails
• Modified BTE with non-local Collision term is vital:
[Modified Boltzmann Transport Equation,
V.K. Magas, L.P. Csernai, E. Molnar, A. Nyiri and K. Tamosiunas, Nucl. Phys. A 749 (2005) 202-205. / hep-ph/0502185]
[Modified Boltzmann Transport Equation and Freeze Out,
L.P. Csernai, V.K. Magas, E. Molnar, A. Nyiri and K. Tamosiunas, Eur. Phys. J. A 25 (2005) 65 -73. / hep-ph/0505228]
• FO description should include, (i) partonic thermal smearing, (ii) conservation
& entropy increase, (iii) Cooper-Frye type of evaluation of post FO distribution of (iv) constituent quarks (for flow observables).
Parton Cascade (MD !) and recombination model is a good alternative!
Simultaneous FO & recombination
FO hypersurface
T
c=139 MeV
[B. Schlei, LANL 2005]
Freeze out:
Freeze out:
V.K. Magas, V.K. Magas, E. Molnar.
E. Molnar.
Improved calculation of FO hypersurface
Rapid and simultaneous FO and “hadronization” can and must be assumed based on experiments as well as studies of phase transition dynamics.
Experiments indicate small source size and large strangeness abundance, as well as CNQ scaling. This means flow and strangeness develop in QGP phase and no time is left for reestablishing chemical balance among light and heavy strange hadrons, or to change the flow via interactions among hadrons.
Conservation Laws across hypersurface
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Space-like hypersurface
Observed
Observed n n
qq– – scaling scaling
Flow develops in quark phase, Flow develops in quark phase, there is no further flowthere is no further flow
development after hadronization development after hadronization
R. A. Lacey (2006), nucl-ex/0608046.
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CNQ scaling
Let us consider sudden freeze out and hadronization from QGP:
• Start with 2 flavours (u,d) end with 3 flavours (u,d,s)
• Start with massless quarks and Bbag end with massive constituent quarks (CQs)
• Start with and in QGP end with either
(a) keeping all quarks post FO, i.e. both (very fast FO) (b) keeping only , & re-equilibrating CQs (fast)
Although, these processes happen gradually, during the reaction, the rate of quark equilibration increases exponentially due to increasing quark degeneracy, so we simplify our treatment assuming that these processes happen in the FO layer.
For a time-like FO surface, in RFF, with v0 = v = 0 nB = nB0 & e = e0 and T:
q q
B
n n
n n ~ n
q n
qn
Bn n
B& ~
C q C
q
C
n n
n ~
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For small, finite incoming velocities the velocity change (due to pressure change), can be obtained from the momentum conservation:
Fig. The ratio of post and pre FO velocity as function of ε and n for Bbag = 397GeV/ fm3. The freeze out may accelerate or decelerate the flow, depending on the initial state.
Fig. The ratio of post and pre freeze out velocity , δ = (vx – v0)/v0 [%]. Contour lines of δ are shown at values -10%, 0%, 10% as function of ε and n for B = 0.397GeV / fm3.
“
The Cooper-Frye choice proceeds from the requirement of continuity of the hypersurface.The difference between these two choices is illustrated in Fig. 1. The lower panel of Fig. 1 shows a schematic structure of Milekhin’s hypersurface. In practical calculations, the fragments of Milekhin’s hypersurface
are so tiny that the whole hypersurface looks like that in the upper panel of Fig. 1, however, with the normal vector to
each tiny fragment coinciding with the four- velocity.
Therefore, Milekhin’s method in fact conserves energy, but to see it one should consider it on a
discontinuous hypersurface. … “ [V. N. Russkikh & Yu. B. Ivanov,
Phys. Rev. 76, 054907 (2007)]:
In general the FO hyper-surface is not orthogonal to the flow velocities, so this acceleration (deceleration) is an essential consequence of the correct FO description!
In early simplified approach [see mentioned in L.P. Csernai: Introduction to Relativistic Heavy Ion Collisions] it was argued that in a flow one can choose a ragged FO hyper-surface like this to the right:
t t
x x
The simplified approach, violates momentum conservation [!] and decreases flow
effects! Acceleration is stronger at the edge near to space-like FO, left side. Fully
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P dV
Measurable, v
2, calculated at FO from pre- & post- FO flow pattern
At earlier FO, ~ 7.1 fm/c, the FO accelerates expansion and increases v2 due to higher QGP pressure. Later, at ~ 9.2 fm/c, QGP pressure becomes low or negative, which decreases v2 at
SUMMARY
• Initial state is decisive and can be tested by v1 & v2
• v1 dominates in semi-central collisions
• v2 dominates in more peripheral collisions
• position of v1 peak depends on b, σ, Tf.
• Viscosity is important both in hydro and in the initial dynamics
• Numerical viscosity should be taken in correction
• F.O. : entropy condition space like FO is weak at RHIC / LHC &
• important at FAIR
• bulk viscosity limits space like F.O. >> FAIR
• CNQ scaling indicates QGP, simplifies F.O. description to Const. Quarks.
This requires, however, Modified BTE description
The END
Reserve
Stability, Reynolds number
- kinematic viscosity
- viscosity - density
- length - velocity
In an ideal fluid any small perturbation increases and leads to turbulent flow. For stability
sufficiently large viscosity and/or heat conductivity are needed!
Re < 1000 - 2000
(Calculations are also stabilized by numerical viscosity.)
Interesting and important: in RFD detonation fronts are stabilized by radiation and heat conductivity . E.g. :
- Rocket propulsion
Re – studies in HICs
Theoretical [D. Molnar, U. Heinz, et al., ] Theoretical [D. Molnar, U. Heinz, et al., ] η η = 50 = 50 – – 500 MeV/fm 500 MeV/fm
22c Re c Re º º 10 10 – – 100 100 Exp.: 50
Exp.: 50 – – 800 Mev 800 Mev/nucleon energies 80 /nucleon energies 80’ ’s s [Bonasera [ Bonasera , Schurmann , Schurmann , Csernai] , Csernai]
scaling analysis of flow parameters.
scaling analysis of flow parameters. Re Re º º 7 7 – – 8 ! 8 ! (more dilute, more viscous matter)
(more dilute, more viscous matter)
In both cases
In both cases η η/s /s ª ª 1 (0.5 – 1 (0.5 – 5) , 5) ,
This is a value large enough to keep the This is a value large enough to keep the flow laminar in Heavy Ion Collisions !!!
flow laminar in Heavy Ion Collisions !!!
In superstring theory, „based on analogy between black hole physics and equilibrium thermodynamics, ... there exist solutions called black branes, which are black holes with translationally invariant horizons. ... these
solutions can be extended to hydrodynamics, ... and black branes possess hydrodynamic characteristics of ... fluids: viscosity, diffusion constants, etc.”
In this model the authors concluded that η / s = 1 / 4π
And then they „speculate” that in general η / s > 1 / 4π or η / s > 1.
They argue that this is a lower limit especially for such strongly interacting
systems where up to now there is no reliable estimate for viscosity, like the
QGP. According to the authors: the viscosity of QGP must be lower than
that of classical fluids.
(Kovtun, et al., PRL 2005)
With With Kapusta Kapusta and and McLerran McLerran we we have studied these results and have studied these results and assumptions and found that : assumptions and found that :
-η vs. T has a typical decreasing and then increasing behaviour, due to classical reasons (Enskog’21) - η/s has a minimum exactly at the critical point in systems, which
have a liquid-gas type of transition - η vs. T shows a characteristic shows a characteristic behaviour
behaviour in all in all systems near the systems near the
critical point (not only in the case of
critical point (not only in the case of
He). He).
Viscosity – Momentum transfer
Via VOIDS
Via VOIDS Via PARTICLESVia PARTICLES
[ Enskog, 1921 ]
Helium (NIST)
Water (NIST) QGP (Arnold, Moore, Yaffe)
This phenomenon can help us This phenomenon can help us to detect experimentally the to detect experimentally the critical point:
critical point:
η can be determined from (i) fluctuation of flow parameters and from (ii) scaling properties
[Prakash, Venugopalan, .]