Factorization of DSP Transforms using Taylor Expansion Diagram
Taylor expansion in chemical potential
Transcript of Taylor expansion in chemical potential
Taylor expansion in chemicalpotential:
Mass dependence of the Wroblewski parameter
Sourendu Gupta, Rajarshi Ray
(T.I.F.R., Mumbai)
Taylor expansion
Condensates
Wroblewski Parameter
Ward Identities
Results
Taylor expansion in chemical potential: – p.1
IntroductionQCD matter at non-zero baryon density (baryonchemical potential ��� ) has attracted much attentionboth theoretically and experimentally.
Canonical Monte Carlo studies of QCD on the Lattice athas been plagued by the occurance of complex
Fermion determinants.
Possible way out includes the reweighting techniques,analytic continuation from computations at imaginary
, and Taylor expansions.
We present Taylor series expansion of the chiralcondensate and related quantities at finite chemicalpotential about
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.2
IntroductionQCD matter at non-zero baryon density (baryonchemical potential ��� ) has attracted much attentionboth theoretically and experimentally.
Canonical Monte Carlo studies of QCD on the Lattice at��� ��� �
has been plagued by the occurance of complexFermion determinants.
Possible way out includes the reweighting techniques,analytic continuation from computations at imaginary
, and Taylor expansions.
We present Taylor series expansion of the chiralcondensate and related quantities at finite chemicalpotential about
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.2
IntroductionQCD matter at non-zero baryon density (baryonchemical potential ��� ) has attracted much attentionboth theoretically and experimentally.
Canonical Monte Carlo studies of QCD on the Lattice at��� ��� �
has been plagued by the occurance of complexFermion determinants.
Possible way out includes the reweighting techniques,analytic continuation from computations at imaginary�� , and Taylor expansions.
We present Taylor series expansion of the chiralcondensate and related quantities at finite chemicalpotential about
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.2
IntroductionQCD matter at non-zero baryon density (baryonchemical potential ��� ) has attracted much attentionboth theoretically and experimentally.
Canonical Monte Carlo studies of QCD on the Lattice at��� ��� �
has been plagued by the occurance of complexFermion determinants.
Possible way out includes the reweighting techniques,analytic continuation from computations at imaginary�� , and Taylor expansions.
We present Taylor series expansion of the chiralcondensate and related quantities at finite chemicalpotential about �� � �
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.2
Taylor ExpansionFirst results for Taylor expansion for free energy wasdone by Gottlieb et.al.
� � � � ��� � � � � � �� �� �� �� � �� � � �and for the meson correlators byMiyamura et.al.
� � �� �� � � �� � �� � �� � � � � ��.
In Taylor expansion, one can do continuumextrapolation of each term. This removes prescriptiondependence of putting chemical potential on the latticeGavai Gupta, .
Taylor expansion is well behaved when the coefficientsof the higher order terms tend to decrease. Otherwisethe expansion breaks down approaching a phasetransition.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.3
Taylor ExpansionFirst results for Taylor expansion for free energy wasdone by Gottlieb et.al.
� � � � ��� � � � � � �� �� �� �� � �� � � �and for the meson correlators byMiyamura et.al.
� � �� �� � � �� � �� � �� � � � � ��.
In Taylor expansion, one can do continuumextrapolation of each term. This removes prescriptiondependence of putting chemical potential on the lattice!
Gavai
"
Gupta,
� � �� �� � � �� # �� � �$ � �$ � �% &
.
Taylor expansion is well behaved when the coefficientsof the higher order terms tend to decrease. Otherwisethe expansion breaks down approaching a phasetransition.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.3
Taylor ExpansionFirst results for Taylor expansion for free energy wasdone by Gottlieb et.al.
� � � � ��� � � � � � �� �� �� �� � �� � � �and for the meson correlators byMiyamura et.al.
� � �� �� � � �� � �� � �� � � � � ��.
In Taylor expansion, one can do continuumextrapolation of each term. This removes prescriptiondependence of putting chemical potential on the lattice!
Gavai
"
Gupta,
� � �� �� � � �� # �� � �$ � �$ � �% &
.
Taylor expansion is well behaved when the coefficientsof the higher order terms tend to decrease. Otherwisethe expansion breaks down ' approaching a phasetransition.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.3
General FormalismFor the light u,d quarks the QCD partition function is
( � � ) * +, � -. � ) / 0, 12 3 465 7
8 � � �:9 2<; =; �2 �
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.4
General FormalismFor the light u,d quarks the QCD partition function is
( � � ) * +, � ->
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.4
General FormalismFor the light u,d quarks the QCD partition function is
( � � ) * +, � ->
At �2 ��� �
, the equation of state
�? �@ A �@ = BC (
, canbe expanded in a Taylor series
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.4
General FormalismFor the light u,d quarks the QCD partition function is
( � � ) * +, � ->
At �2 ��� �
, the equation of state
�? �@ A �@ = BC (
, canbe expanded in a Taylor series
� � =; � 4; � 7 � � � � =; �; � �ED 2 C 2 �2 D �� F 2HG
I2 G �2 �G D � � �
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.4
General FormalismFor the light u,d quarks the QCD partition function is
( � � ) * +, � ->
At �2 ��� �
, the equation of state
�? �@ A �@ = BC (
, canbe expanded in a Taylor series
� � =; � 4; � 7 � � � � =; �; � �ED 2 C 2 �2 D �� F 2HG
I2 G �2 �G D � � �
C 2 � =?
J B C (J �2
KLKMKMKONP 3 Q R I2HG � =?
J S BC (J �2 J �G
KLKMKMKONP 3NUT 3 Q
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.4
DerivativesDerivatives of
B C (
are obtained from those of(
J (J �2 � -> V �XW ) Y2 Z2 [
J S (J �2 J �G � -> V �XW ) YG ZG �XW ) Y2 Z2
D \@ �XW ) YG ZG ) YG ZG D �XW ) YG Z ZG ]_^ 2HG `
where
Z2 � a Q, ) Y2 � b cb
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.5
DerivativesDerivatives of
B C (
are obtained from those of(
J (J �2 � -> d Y
J S (J �2 J �G � -> ! d Y YD d S &
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.5
DerivativesDerivatives of
B C (
are obtained from those of(
J (J �2 � -> d Y
J S (J �2 J �G � -> ! d Y YD d S &
d Y � �XW ) Y2 Z2d Y Y � d Y d Yd S � efhg eNPTaylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.5
DerivativesExpansion of arbitrary fermionic operators
i �:9 ; =; � � � ->
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.6
DerivativesExpansion of arbitrary fermionic operators
i �:9 ; =; � � � ->
J iJ �2 � -> V d 02 1Y D 02 1 [
J S iJ �G J �2 � -> V d 02 1Y Y D ^ 2HG d 02 1S D d 02 1Y 0G 1 D 02 G 1 [
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.6
DerivativesExpansion of arbitrary fermionic operators
i �:9 ; =; � � � ->
J iJ �2 � -> V d 02 1Y D 02 1 [
J S iJ �G J �2 � -> V d 02 1Y Y D ^ 2HG d 02 1S D d 02 1Y 0G 1 D 02 G 1 [
j k � j i Q k D j i Y k �D l j i S k@ j i Q k j ( S km � S� F D n n n
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.6
CondensateConsider the operators for quark condensates 4 � cpo o,and 7 � crq q
.
We construct isoscalar and isovector combinations
where, and
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.7
CondensateConsider the operators for quark condensates 4 � cpo o,and 7 � crq q
.
0 4 14 �@ �XW ) Y4 Z 4 ) Y4 R 0 7 14 � �
0 4 4 14 � �W �� ) Y4 Z 4 ) Y4 ) Y4 Z 4@ ) Y4 Z Z4 ) Y4 �
We construct isoscalar and isovector combinations
where, and
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.7
CondensateConsider the operators for quark condensates 4 � cpo o,and 7 � crq q
.
0 4 14 �@ �XW ) Y4 Z 4 ) Y4 R 0 7 14 � �
0 4 4 14 � �W �� ) Y4 Z 4 ) Y4 ) Y4 Z 4@ ) Y4 Z Z4 ) Y4 �
We construct isoscalar and isovector combinations
s / � �� j cb b k tC q s�u � �� j cvbxwy b k
where,
b � o q and
cb � cpo crq
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.7
CondensateFor isovector chemical potential � 4 �@ � 7 � �
s / � � � � s / � � �
D !� l j d S k@ j d S k j km D j d Y ZD Z Z k & � S� F D n n n
j szu kN � j Z k �D n n n
For iso-scalar chemical potential ,vanishes to all orders and,
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.8
CondensateFor isovector chemical potential � 4 �@ � 7 � �
s / � � � � s / � � �
D !� l j d S k@ j d S k j km D j d Y ZD Z Z k & � S� F D n n n
j szu kN � j Z k �D n n n
For iso-scalar chemical potential � 4 � � 7 � �, s�u
vanishes to all orders and,
s / � � � � s / � � �D j d Y D Z k �D ! � l j d Y Y k@ j d Y Y k j km
D � l j d S k@ j d S k j km D j d Y ZD Z Z k & � S� F D n n n
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.8
Condensate and SusceptibilityWe relate Taylor coefficients of condensate andsusceptibility
s � =; � � � �?
J BC (J9
' s S � =; � � � J S s � =; � �J � SKMKMKLK{N 3 Q � �
=J I 4 4J9
For small quark masses the are mass independent[Gavai Gupta, Phys.Rev. D 67 (2003) 034501] Also the
order susceptibilities have been found to be massindependent [Gavai Gupta, Phys.Rev. D 68 (2003) 034506]
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.9
Condensate and SusceptibilityWe relate Taylor coefficients of condensate andsusceptibility
s � =; � � � �?
J BC (J9
' s S � =; � � � J S s � =; � �J � SKMKMKLK{N 3 Q � �
=J I 4 4J9
For small quark masses the I 4 4 are mass independent[Gavai
"
Gupta, Phys.Rev. D 67 (2003) 034501]
Also theorder susceptibilities have been found to be mass
independent [Gavai Gupta, Phys.Rev. D 68 (2003) 034506]
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.9
Condensate and SusceptibilityWe relate Taylor coefficients of condensate andsusceptibility
s � =; � � � �?
J BC (J9
' s S � =; � � � J S s � =; � �J � SKMKMKLK{N 3 Q � �
=J I 4 4J9
For small quark masses the I 4 4 are mass independent[Gavai
"
Gupta, Phys.Rev. D 67 (2003) 034501] Also the
� | }
order susceptibilities have been found to be massindependent [Gavai
"Gupta, Phys.Rev. D 68 (2003) 034506]
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.9
Chiral Ward IdentityThe pseudo-scalar correlator I�~ / satisfies the ChiralWard Identity
s � =; � � � 9 I ~ /
For and , meson screening mass isindependent of m .
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.10
Chiral Ward IdentityThe pseudo-scalar correlator I�~ / satisfies the ChiralWard Identity
s � =; � � � 9 I ~ /
I Z Z~ / � = � � �9 s S � = � � �9 =
J I 4 4J9
For and , meson screening mass isindependent of m .
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.10
Chiral Ward IdentityThe pseudo-scalar correlator I�~ / satisfies the ChiralWard Identity
s � =; � � � 9 I ~ /
I Z Z~ / � = � � �9 s S � = � � �9 =
J I 4 4J9
For
=�� =�� and 9 � � � � � = �, meson screening mass is
independent of m ' s S � �.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.10
Wroblewski ParameterStrangeness enhancement in heavy-ion collisions canbe expressed in terms of the Wroblewski parameter.
��� � = � � j C � kj C 4D C 7 k � I�� � � = �I 4 4 � = �
Gavai
"
Gupta, Phys.Rev. D65 (2002) 094515.
Lattice computation at the very small physical quarkmass is costly.
One can however simulate at a higher mass and do anexpansion in mass.
The first order term will be .
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.11
Wroblewski ParameterStrangeness enhancement in heavy-ion collisions canbe expressed in terms of the Wroblewski parameter.
��� � = � � j C � kj C 4D C 7 k � I�� � � = �I 4 4 � = �
Gavai
"
Gupta, Phys.Rev. D65 (2002) 094515.
Lattice computation at the very small physical quarkmass is costly.
One can however simulate at a higher mass and do anexpansion in mass.
The first order term will be .
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.11
Wroblewski ParameterStrangeness enhancement in heavy-ion collisions canbe expressed in terms of the Wroblewski parameter.
��� � = � � j C � kj C 4D C 7 k � I�� � � = �I 4 4 � = �
Gavai
"
Gupta, Phys.Rev. D65 (2002) 094515.
Lattice computation at the very small physical quarkmass is costly.
One can however simulate at a higher mass and do anexpansion in mass.
The first order term will be
) , ����U� �.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.11
Wroblewski ParameterStrangeness enhancement in heavy-ion collisions canbe expressed in terms of the Wroblewski parameter.
��� � = � � j C � kj C 4D C 7 k � I�� � � = �I 4 4 � = �
Gavai
"
Gupta, Phys.Rev. D65 (2002) 094515.
Lattice computation at the very small physical quarkmass is costly.
One can however simulate at a higher mass and do anexpansion in mass.
The first order term will be
) , ����U� �.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.11
ComputationsWe used 2 degenerate flavors of staggered quarks inquenched QCD.
Measurements were done at
� � =�� , � � � =�� and$ � � =�� .
Continuum extrapolations were obtained fromsimulations done at
��� � �; �; � �; � �and
� �lattices.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.12
Numerical ResultsFirst order derivatives are related to the mass derivativeof the number density, which is zero at � � � �consistent with our computations.
In the continuum, both the condensate and the secondderivative have divergences which are to be cured byrenormalization.
Since the divergence is in the ultraviolet limit, ratios offinite temperature quantities with those at zerotemperature should be well behaved.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.13
-0.4
-0.2
0
0.2
0.4
0 0.005 0.01 0.015 0.02
Cr 1
1/Nτ2
mu = md = 0.1 TcT = 1.5Tc
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.14
-0.4
-0.2
0
0.2
0.4
0 0.005 0.01 0.015 0.02
Cr 1
1/Nτ2
mu = md = 0.1 TcT = 2Tc
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.14
-0.4
-0.2
0
0.2
0.4
0 0.005 0.01 0.015 0.02
Cr 1
1/Nτ2
mu = md = 0.1 TcT = 3Tc
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.14
-0.05
-0.045
-0.04
-0.035
-0.03
-0.025
-0.02
-0.015
-0.01
-0.005
0
0.005
0 0.005 0.01 0.015 0.02
Cr 2
1/Nτ2
mu = md = 0.1 Tc
1.5Tc
2Tc
3Tc
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.15
SummaryLattice QCD computation at finite baryon chemicalpotential was explored via Taylor expansion.
Taylor coefficients can be computed by usual latticetechniques and continuuum extrapolations can beobtained.
We computed the Taylor coefficients of the chiralcondensate upto second order, above the criticaltemperature. They satisfy various Ward identities andMaxwell relations.
Ward identities and Maxwell relations relate Taylorcoefficients of various quantities.
Through a Maxwell relation we were able to connect theTaylor coefficients of the chiral condensate with themass dependence of the Wroblewski parameter.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.16
SummaryLattice QCD computation at finite baryon chemicalpotential was explored via Taylor expansion.
Taylor coefficients can be computed by usual latticetechniques and continuuum extrapolations can beobtained.
We computed the Taylor coefficients of the chiralcondensate upto second order, above the criticaltemperature. They satisfy various Ward identities andMaxwell relations.
Ward identities and Maxwell relations relate Taylorcoefficients of various quantities.
Through a Maxwell relation we were able to connect theTaylor coefficients of the chiral condensate with themass dependence of the Wroblewski parameter.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.16
SummaryLattice QCD computation at finite baryon chemicalpotential was explored via Taylor expansion.
Taylor coefficients can be computed by usual latticetechniques and continuuum extrapolations can beobtained.
We computed the Taylor coefficients of the chiralcondensate upto second order, above the criticaltemperature. They satisfy various Ward identities andMaxwell relations.
Ward identities and Maxwell relations relate Taylorcoefficients of various quantities.
Through a Maxwell relation we were able to connect theTaylor coefficients of the chiral condensate with themass dependence of the Wroblewski parameter.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.16
SummaryLattice QCD computation at finite baryon chemicalpotential was explored via Taylor expansion.
Taylor coefficients can be computed by usual latticetechniques and continuuum extrapolations can beobtained.
We computed the Taylor coefficients of the chiralcondensate upto second order, above the criticaltemperature. They satisfy various Ward identities andMaxwell relations.
Ward identities and Maxwell relations relate Taylorcoefficients of various quantities.
Through a Maxwell relation we were able to connect theTaylor coefficients of the chiral condensate with themass dependence of the Wroblewski parameter.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.16
SummaryLattice QCD computation at finite baryon chemicalpotential was explored via Taylor expansion.
Taylor coefficients can be computed by usual latticetechniques and continuuum extrapolations can beobtained.
We computed the Taylor coefficients of the chiralcondensate upto second order, above the criticaltemperature. They satisfy various Ward identities andMaxwell relations.
Ward identities and Maxwell relations relate Taylorcoefficients of various quantities.
Through a Maxwell relation we were able to connect theTaylor coefficients of the chiral condensate with themass dependence of the Wroblewski parameter.
Taylor expansion in chemical potential, NEFT, Dec 2003, Mumbai. – p.16