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Quantum Critical Matter

The orientation pages explained the control logic of holographic quantum matter: large NN gives classical collective variables, a large operator gap gives a local bulk effective theory, and horizons encode thermalization and dissipation. We now start using that logic.

The first target is the cleanest one: neutral quantum critical matter. There is no charge density, no Fermi surface, no lattice, no disorder, and no order parameter condensate. The state is simply a strongly coupled critical theory at temperature TT. On the boundary side this is the thermal state of a scale-invariant quantum field theory. On the bulk side it is a neutral planar AdS black brane.

This page is deliberately narrow. It explains why a black brane is the natural gravitational image of a finite-temperature critical fan, and why the simplest thermodynamic scalings follow almost before doing any detailed computation. The next page will slow down and compute black-brane thermodynamics more systematically.

Throughout this page, dsd_s denotes the number of spatial dimensions of the boundary quantum matter. Thus the boundary spacetime dimension is ds+1d_s+1, and the bulk spacetime dimension is ds+2d_s+2.

A quantum critical point is a zero-temperature critical point reached by tuning a non-thermal coupling. Write the Hamiltonian schematically as

H=H(g),H=H(g),

where gg might be pressure, magnetic field, doping, interaction strength, or some abstract parameter in a theoretical model. A quantum critical point occurs at g=gcg=g_c, where the ground state changes non-analytically in the thermodynamic limit.

Near a continuous quantum critical point, the correlation length diverges:

ξggcν.\xi\sim |g-g_c|^{-\nu}.

The characteristic low-energy scale above the ground state vanishes as

Δggczν.\Delta\sim |g-g_c|^{z\nu}.

Combining these gives

Δξz.\Delta\sim \xi^{-z}.

The exponent zz is the dynamical critical exponent. It tells us how time scales relative to space:

xλx,tλzt,EλzE.\vec x\to \lambda \vec x, \qquad t\to \lambda^z t, \qquad E\to \lambda^{-z}E.

For z=1z=1, time and space scale in the same way. The critical theory may then be relativistic, and in many cases scale invariance enhances to conformal invariance. These z=1z=1 conformal fixed points are the simplest starting point for holography.

For z1z\neq 1, the critical point is non-relativistic. Such cases are extremely important in condensed matter physics, but their holographic duals require Lifshitz, hyperscaling-violating, Schrödinger, or more general geometries. Those appear later. For now we focus on the relativistic case:

z=1.z=1.

At T=0T=0, the system has a true phase transition only at g=gcg=g_c. At T>0T>0, the sharp zero-temperature critical point expands into a broad quantum critical region.

The reason is simple. A finite temperature introduces an imaginary-time circle of circumference

β=1T\beta=\frac{1}{T}

in units with kB==1k_B=\hbar=1. Thus temperature cuts off the time direction. The critical ground state tries to develop correlations over arbitrarily long times, but the thermal state only allows a correlation time of order

ξτ1T.\xi_\tau\sim \frac{1}{T}.

The crossover into the quantum critical region occurs when the thermal energy exceeds the detuning scale:

TΔggczν.T\gtrsim \Delta \sim |g-g_c|^{z\nu}.

Equivalently,

ggcT1/(zν).|g-g_c|\lesssim T^{1/(z\nu)}.

Inside this fan, the temperature is the dominant infrared scale. Microscopic energy scales and the detuning from gcg_c are not absent, but they are subleading. The system behaves as if it is governed by the quantum critical fixed point, thermally populated.

This is the first place where holography becomes attractive. Perturbation theory often fails near a strongly interacting quantum critical point. Quasiparticles may be absent. Yet the thermal state still has thermodynamics, response functions, and relaxation. Holography gives a controlled large-NN way to compute such quantities.

A thermal quantum critical state and its neutral black brane dual

A relativistic quantum critical point at g=gcg=g_c controls a finite-temperature quantum critical fan. In the simplest large-NN holographic realization, the thermal state of the boundary CFT is dual to a neutral planar AdS black brane. The horizon position zhz_h is the infrared scale set by temperature, and the radial direction geometrizes RG flow.

At a scale-invariant fixed point, observables are strongly constrained by dimensional analysis. For a relativistic CFT in dsd_s spatial dimensions, the free energy density has dimension energy per volume:

[f]=ds+1.[f]=d_s+1.

At g=gcg=g_c, there is no intrinsic scale other than TT. Therefore

f(T)=p(T)=aTTds+1,f(T)=-p(T)=-a_T T^{d_s+1},

where aTa_T is a theory-dependent positive constant. The pressure is

p(T)=aTTds+1.p(T)=a_TT^{d_s+1}.

The entropy density is

s=fT=(ds+1)aTTds.s=-\frac{\partial f}{\partial T} =(d_s+1)a_TT^{d_s}.

The energy density is

ϵ=f+Ts=dsaTTds+1.\epsilon=f+Ts=d_s a_TT^{d_s+1}.

Thus a CFT obeys the conformal equation of state

ϵ=dsp.\epsilon=d_s p.

This equation is not an equation of weak coupling. It follows from tracelessness of the stress tensor,

Tμμ=0,T^\mu{}_{\mu}=0,

which in a homogeneous thermal state gives

ϵ+dsp=0.-\epsilon+d_sp=0.

The numerical coefficient aTa_T is not fixed by symmetry. Holography computes it for particular large-NN CFTs at strong coupling. In bottom-up models it is often more useful to keep the coefficient symbolic and focus on dimensionless ratios, scaling forms, pole structure, and transport relations.

The critical theory is rarely the whole theory. It is usually reached by tuning at least one relevant deformation. Suppose ggcg-g_c couples to a relevant operator. The singular part of the free energy density obeys the scaling form

fsing(T,g)=T(ds+z)/zΦ ⁣(ggcT1/(zν)).f_{\rm sing}(T,g) = T^{(d_s+z)/z} \Phi\!\left(\frac{g-g_c}{T^{1/(z\nu)}}\right).

For the relativistic case z=1z=1,

fsing(T,g)=Tds+1Φ ⁣(ggcT1/ν).f_{\rm sing}(T,g) = T^{d_s+1} \Phi\!\left(\frac{g-g_c}{T^{1/\nu}}\right).

The argument of Φ\Phi tells us whether the finite-temperature state sees the fixed point. If

ggcT1/(zν)1,\left|\frac{g-g_c}{T^{1/(z\nu)}}\right|\ll 1,

then the state is inside the quantum critical fan. If the argument is large, the system crosses over to one of the neighboring phases.

This scaling form is a useful antidote to a common misconception. The quantum critical region is not a new phase in the strict Landau sense. It is a regime controlled by a zero-temperature fixed point. Its boundaries are crossovers unless additional finite-temperature phase transitions occur.

The minimal bulk action for a neutral relativistic CFT is Einstein gravity with a negative cosmological constant:

S=116πGNdds+2xg(R+ds(ds+1)L2)+Sbdy.S = \frac{1}{16\pi G_N} \int d^{d_s+2}x\sqrt{-g} \left( R+\frac{d_s(d_s+1)}{L^2} \right) +S_{\rm bdy}.

Here LL is the AdS radius, GNG_N is the bulk Newton constant, and SbdyS_{\rm bdy} contains the Gibbons-Hawking-York term and holographic counterterms. The vacuum solution is Poincaré AdS:

ds2=L2z2(dt2+dxds2+dz2),z0 is the boundary.ds^2 = \frac{L^2}{z^2} \left( -dt^2+d\vec x_{d_s}^{\,2}+dz^2 \right), \qquad z\to 0 \text{ is the boundary}.

The coordinate zz is the emergent holographic direction. Small zz describes the ultraviolet of the boundary theory. Large zz describes the infrared.

At finite temperature, the dominant homogeneous deconfined saddle with planar symmetry is the AdS-Schwarzschild black brane:

ds2=L2z2[f(z)dt2+dxds2+dz2f(z)],ds^2 = \frac{L^2}{z^2} \left[ -f(z)dt^2+d\vec x_{d_s}^{\,2}+\frac{dz^2}{f(z)} \right],

with

f(z)=1(zzh)ds+1.f(z)=1-\left(\frac{z}{z_h}\right)^{d_s+1}.

The horizon is at

z=zh,f(zh)=0.z=z_h, \qquad f(z_h)=0.

The Hawking temperature is

T=ds+14πzh.T=\frac{d_s+1}{4\pi z_h}.

The thermal scale on the boundary is therefore the inverse horizon depth:

zh1T.z_h\sim \frac{1}{T}.

This is one of the most important pieces of intuition in finite-temperature holography. At zero temperature, pure Poincaré AdS extends indefinitely toward the infrared. At nonzero temperature, the geometry ends at a horizon. The RG flow does not literally stop, but for many classical observables the horizon supplies the infrared boundary condition and the dominant thermal scale.

The Bekenstein-Hawking entropy density is horizon area per unit boundary volume divided by 4GN4G_N:

s=14GNAhVds.s = \frac{1}{4G_N} \frac{A_h}{V_{d_s}}.

For the planar black brane, the induced spatial metric at the horizon is

dshor2=L2zh2dxds2.ds^2_{\rm hor} = \frac{L^2}{z_h^2}d\vec x_{d_s}^{\,2}.

Thus

AhVds=(Lzh)ds,\frac{A_h}{V_{d_s}} = \left(\frac{L}{z_h}\right)^{d_s},

and

s=14GN(Lzh)ds.s = \frac{1}{4G_N} \left(\frac{L}{z_h}\right)^{d_s}.

Using zh=(ds+1)/(4πT)z_h=(d_s+1)/(4\pi T),

s=Lds4GN(4πTds+1)ds.s = \frac{L^{d_s}}{4G_N} \left(\frac{4\pi T}{d_s+1}\right)^{d_s}.

So the black brane reproduces the CFT scaling

sTds.s\sim T^{d_s}.

The prefactor is large in a classical holographic theory because

LdsGNN2.\frac{L^{d_s}}{G_N}\sim N^2.

This is the same large number of degrees of freedom that made the bulk classical in the first place. The horizon is not a decorative metaphor for entropy; it is the leading large-NN entropy of the deconfined thermal state.

The full renormalized on-shell action gives the free energy, and the near-boundary expansion of the metric gives the stress tensor. Without doing the detailed holographic renormalization here, conformal invariance already fixes the equation of state:

ϵ=dsp.\epsilon=d_s p.

Thermodynamics gives

dp=sdT.dp=s\,dT.

Since sTdss\propto T^{d_s},

pTds+1,ϵTds+1.p\propto T^{d_s+1}, \qquad \epsilon\propto T^{d_s+1}.

For the black brane above, one finds

p=Lds16πGN1zhds+1,p = \frac{L^{d_s}}{16\pi G_N}\frac{1}{z_h^{d_s+1}},

and therefore

ϵ=dsLds16πGN1zhds+1.\epsilon = \frac{d_s L^{d_s}}{16\pi G_N}\frac{1}{z_h^{d_s+1}}.

The exact numerical coefficient depends on the normalization of the gravitational action and on the chosen top-down or bottom-up model. The scaling and the relation ϵ=dsp\epsilon=d_s p do not.

The black brane is the simplest geometry that does all of the following at once:

  1. It is asymptotically AdS, so the ultraviolet theory is a relativistic CFT.
  2. It has a planar horizon, so the boundary state is homogeneous and thermal in infinite volume.
  3. It has no bulk electric field, so the boundary charge density is zero.
  4. It has no scalar hair, so no symmetry is spontaneously broken.
  5. It has a single infrared scale, zhz_h, set by temperature.

This makes it the holographic workhorse for thermal quantum-critical matter at zero density.

The word “zero density” is important. A neutral CFT can still carry conserved currents. It simply has vanishing expectation value for the charge density:

Jt=0.\langle J^t\rangle=0.

One may probe its conductivity by turning on a small external electric field, but the equilibrium background itself has no bulk Maxwell flux. The finite-density case requires a charged black brane and will appear later.

The word “thermal” is also important. A black brane is not the ground state. It is the finite-temperature mixed state of the boundary theory. In Lorentzian signature, the horizon is responsible for absorption, dissipation, and retarded boundary conditions. In Euclidean signature, smoothness at the horizon fixes the thermal periodicity.

Strongly coupled does not mean structureless

Section titled “Strongly coupled does not mean structureless”

A common caricature says that because a thermal CFT has only the scale TT, all its physics is trivial dimensional analysis. That is false.

Dimensional analysis fixes simple thermodynamic powers:

sTds,ϵTds+1.s\sim T^{d_s}, \qquad \epsilon\sim T^{d_s+1}.

But it does not fix:

GOOR(ω,k),σ(ω),η,D,ωQNM(k),G^R_{OO}(\omega,k), \qquad \sigma(\omega), \qquad \eta, \qquad D, \qquad \omega_{\rm QNM}(k),

or the pole structure of real-time correlators. These are dynamical questions. Holography becomes powerful because it converts them into classical wave equations in a black-brane geometry.

The next few pages will repeatedly use this pattern:

boundary responsebulk fluctuation with infalling horizon condition.\text{boundary response} \quad\longleftrightarrow\quad \text{bulk fluctuation with infalling horizon condition}.

For now, the important point is that thermodynamics supplies only the starting point. The real content of holographic quantum critical matter lies in response and relaxation.

Relation to ordinary condensed matter criticality

Section titled “Relation to ordinary condensed matter criticality”

In classical thermal critical phenomena, a finite-temperature transition is controlled by long-wavelength fluctuations in space. Time is often emergent only after specifying dynamics.

In quantum criticality, the zero-temperature transition is controlled by fluctuations in spacetime. The imaginary-time direction is part of the critical scaling. This is why a dsd_s-dimensional quantum critical point often behaves like a (ds+1)(d_s+1)-dimensional classical critical point, though with important qualifications when z1z\neq 1 or when Berry phases, gauge fields, disorder, or Fermi surfaces are present.

Holography is especially natural for relativistic quantum critical points because the fixed point is already a conformal field theory. The boundary spacetime symmetries match the isometries of AdS:

SO(ds+1,2)isometries of AdSds+2.SO(d_s+1,2) \quad\leftrightarrow\quad \text{isometries of }AdS_{d_s+2}.

At finite temperature, the thermal state breaks Lorentz symmetry by selecting a rest frame. The black brane reflects this: the metric treats tt and x\vec x differently through the emblackening factor f(z)f(z).

The best-known top-down example is strongly coupled large-NN N=4\mathcal N=4 super-Yang-Mills theory in 3+13+1 dimensions. Its thermal state is dual, in the appropriate limit, to an AdS5_5 black brane times an internal S5S^5. In that example, ds=3d_s=3, and the entropy density scales as

sN2T3.s\sim N^2T^3.

Another important top-down example is ABJM theory in 2+12+1 dimensions, whose finite-temperature state is related to black branes in an AdS4_4 regime, with ds=2d_s=2.

For condensed matter applications, one often uses the black-brane geometry more abstractly. The goal is usually not to claim that a material is literally N=4\mathcal N=4 super-Yang-Mills or ABJM theory. The goal is to use a controlled large-NN CFT as a model of strongly coupled quantum critical matter, then ask which lessons are universal, which depend on large NN, and which depend on the chosen gravitational action.

A careful claim has the form:

This holographic CFT exhibits a robust mechanism or scaling structure.\text{This holographic CFT exhibits a robust mechanism or scaling structure.}

A careless claim has the form:

A real material is dual to this particular black brane.\text{A real material is dual to this particular black brane.}

The first can be useful. The second is almost never justified.

Where zz and hyperscaling violation will enter

Section titled “Where zzz and hyperscaling violation will enter”

So far we assumed a relativistic CFT, hence z=1z=1 and no hyperscaling violation. Later we will need more general scaling forms. If a critical theory has dynamical exponent zz, then the temperature has scaling dimension zz, and the free energy density scales as

fT(ds+z)/z.f\sim T^{(d_s+z)/z}.

The entropy density then scales as

sTds/z.s\sim T^{d_s/z}.

If hyperscaling is violated with exponent θ\theta, the effective spatial dimensionality becomes dsθd_s-\theta, and

sT(dsθ)/z.s\sim T^{(d_s-\theta)/z}.

This formula is not needed for the neutral black brane, but it foreshadows the scaling geometries used for compressible metallic phases. In those cases the infrared geometry need not be AdSds+2_{d_s+2}, and the entropy scaling can look much more like strange metallic matter than a relativistic plasma.

The neutral black brane is the first nontrivial state in holographic quantum matter because it is the thermal state of a strongly coupled quantum critical theory. Its main lessons are:

  • A zero-temperature quantum critical point controls a finite-temperature fan when TggczνT\gtrsim |g-g_c|^{z\nu}.
  • For a relativistic CFT, z=1z=1, and the thermal entropy density scales as sTdss\sim T^{d_s}.
  • The holographic dual of the homogeneous thermal state is a planar AdS-Schwarzschild black brane.
  • The horizon depth is the thermal length scale: zhT1z_h\sim T^{-1}.
  • The horizon area gives the leading large-NN entropy.
  • Thermodynamics is largely fixed by scaling, but real-time response is dynamical and requires solving bulk fluctuation equations.

That is enough to make the black brane feel less like a mysterious gravitational object and more like the geometric representation of a thermal RG flow cut off by temperature.

Pitfall 1: treating the quantum critical fan as a separate phase. It is usually a crossover regime controlled by the zero-temperature critical point, not a phase with its own local order parameter.

Pitfall 2: confusing strong coupling with a lack of constraints. Strongly coupled critical matter is still strongly constrained by scaling, conservation laws, Ward identities, and thermodynamics.

Pitfall 3: assuming every quantum critical point is relativistic. Many important condensed-matter fixed points have z1z\neq1, Fermi surfaces, disorder, or emergent gauge fields. The neutral AdS black brane is the clean z=1z=1 starting point, not the whole subject.

Pitfall 4: overinterpreting the top-down example. The black brane dual of N=4\mathcal N=4 super-Yang-Mills is not a microscopic model of a cuprate, heavy fermion compound, or graphene sample. Its value is as a controlled model of strongly coupled thermal critical matter.

Pitfall 5: thinking thermodynamics exhausts the physics. Scaling fixes s(T)s(T) and p(T)p(T) up to constants. Transport and spectral functions require real-time dynamics.

Suppose

ξggcν,Δggczν.\xi\sim |g-g_c|^{-\nu}, \qquad \Delta\sim |g-g_c|^{z\nu}.

Show that Δξz\Delta\sim \xi^{-z}. Explain physically what zz measures.

Solution

From ξggcν\xi\sim |g-g_c|^{-\nu}, we have

ggcξ1/ν.|g-g_c|\sim \xi^{-1/\nu}.

Substituting into Δggczν\Delta\sim |g-g_c|^{z\nu} gives

Δ(ξ1/ν)zν=ξz.\Delta\sim \left(\xi^{-1/\nu}\right)^{z\nu}=\xi^{-z}.

The exponent zz measures how energy scales with inverse length. If λ\ell\to \lambda \ell, then

EλzE,tλzt.E\to \lambda^{-z}E, \qquad t\to \lambda^z t.

For z=1z=1, energy scales as momentum and the fixed point may be relativistic. For z1z\neq1, time and space scale anisotropically.

For a scale-invariant theory with dynamical exponent zz in dsd_s spatial dimensions, derive

f(T)T(ds+z)/z,s(T)Tds/z.f(T)\sim T^{(d_s+z)/z}, \qquad s(T)\sim T^{d_s/z}.

Then specialize to a relativistic CFT.

Solution

Under scaling,

xλx,tλzt.\vec x\to \lambda \vec x, \qquad t\to \lambda^z t.

A spatial volume scales as λds\lambda^{d_s}, while an energy scales as λz\lambda^{-z}. A free energy density is energy per spatial volume, so

fλ(ds+z)f.f\to \lambda^{-(d_s+z)}f.

Temperature has the dimension of energy, so TλzTT\to \lambda^{-z}T. Choosing λ=T1/z\lambda=T^{-1/z} gives

f(T)T(ds+z)/z.f(T)\sim T^{(d_s+z)/z}.

The entropy density is

s=fTT(ds+z)/z1=Tds/z.s=-\frac{\partial f}{\partial T} \sim T^{(d_s+z)/z-1}=T^{d_s/z}.

For a relativistic CFT, z=1z=1, so

fTds+1,sTds.f\sim T^{d_s+1}, \qquad s\sim T^{d_s}.

Exercise 3: Temperature of the neutral black brane

Section titled “Exercise 3: Temperature of the neutral black brane”

Consider the Euclidean version of the metric

ds2=L2z2[f(z)dτ2+dxds2+dz2f(z)],f(z)=1(zzh)ds+1.ds^2 =\frac{L^2}{z^2}\left[f(z)d\tau^2+d\vec x_{d_s}^{\,2}+\frac{dz^2}{f(z)}\right], \qquad f(z)=1-\left(\frac{z}{z_h}\right)^{d_s+1}.

Show that smoothness at z=zhz=z_h requires

T=ds+14πzh.T=\frac{d_s+1}{4\pi z_h}.
Solution

Near the horizon, write

z=zhu,uzh.z=z_h-u, \qquad u\ll z_h.

Then

f(z)=1(1uzh)ds+1ds+1zhu.f(z) =1-\left(1-\frac{u}{z_h}\right)^{d_s+1} \approx \frac{d_s+1}{z_h}u.

The (τ,z)(\tau,z) part of the Euclidean metric becomes, up to an overall constant L2/zh2L^2/z_h^2,

fdτ2+du2fds+1zhudτ2+zhds+1du2u.f d\tau^2+\frac{du^2}{f} \approx \frac{d_s+1}{z_h}u\,d\tau^2 +\frac{z_h}{d_s+1}\frac{du^2}{u}.

Define a radial coordinate ρ\rho by

u=ds+14zhρ2.u=\frac{d_s+1}{4z_h}\rho^2.

Then

zhds+1du2u=dρ2,\frac{z_h}{d_s+1}\frac{du^2}{u}=d\rho^2,

and

ds+1zhudτ2=(ds+12zh)2ρ2dτ2.\frac{d_s+1}{z_h}u\,d\tau^2 =\left(\frac{d_s+1}{2z_h}\right)^2\rho^2d\tau^2.

Thus the near-horizon geometry is locally flat polar space,

dρ2+ρ2dθ2,θ=ds+12zhτ.d\rho^2+\rho^2 d\theta^2, \qquad \theta=\frac{d_s+1}{2z_h}\tau.

Smoothness requires θθ+2π\theta\sim\theta+2\pi, so

ττ+4πzhds+1.\tau\sim \tau+\frac{4\pi z_h}{d_s+1}.

Therefore

β=1T=4πzhds+1,T=ds+14πzh.\beta=\frac{1}{T}=\frac{4\pi z_h}{d_s+1}, \qquad T=\frac{d_s+1}{4\pi z_h}.

Exercise 4: Entropy density from the horizon

Section titled “Exercise 4: Entropy density from the horizon”

Using the black brane metric above, compute the entropy density and show that it scales as TdsT^{d_s}.

Solution

At the horizon z=zhz=z_h, the spatial part of the metric along the boundary directions is

dshor2=L2zh2dxds2.ds^2_{\rm hor}=\frac{L^2}{z_h^2}d\vec x_{d_s}^{\,2}.

The area per unit boundary spatial volume is therefore

AhVds=(Lzh)ds.\frac{A_h}{V_{d_s}} =\left(\frac{L}{z_h}\right)^{d_s}.

The Bekenstein-Hawking formula gives

s=14GN(Lzh)ds.s=\frac{1}{4G_N}\left(\frac{L}{z_h}\right)^{d_s}.

Using

zh=ds+14πT,z_h=\frac{d_s+1}{4\pi T},

we find

s=Lds4GN(4πTds+1)ds.s =\frac{L^{d_s}}{4G_N} \left(\frac{4\pi T}{d_s+1}\right)^{d_s}.

Thus

sTds,s\sim T^{d_s},

as required for a relativistic CFT in dsd_s spatial dimensions.

Exercise 5: Equation of state from conformal invariance

Section titled “Exercise 5: Equation of state from conformal invariance”

A homogeneous thermal state of a relativistic CFT has stress tensor

Tμν=diag(ϵ,p,p,,p).\langle T^\mu{}_{\nu}\rangle =\operatorname{diag}(-\epsilon,p,p,\ldots,p).

Use tracelessness to derive ϵ=dsp\epsilon=d_s p. Then show that if pTds+1p\propto T^{d_s+1}, the thermodynamic relation ϵ=Tsp\epsilon=Ts-p is consistent with this result.

Solution

Tracelessness means

Tμμ=0.\langle T^\mu{}_{\mu}\rangle=0.

For the homogeneous stress tensor,

Tμμ=ϵ+dsp.\langle T^\mu{}_{\mu}\rangle=-\epsilon+d_sp.

Therefore

ϵ=dsp.\epsilon=d_sp.

Now let

p=aTTds+1.p=a_TT^{d_s+1}.

The free energy density is f=pf=-p, so

s=pT=(ds+1)aTTds.s=\frac{\partial p}{\partial T} =(d_s+1)a_TT^{d_s}.

Then

Tsp=(ds+1)aTTds+1aTTds+1=dsaTTds+1=dsp.Ts-p =(d_s+1)a_TT^{d_s+1}-a_TT^{d_s+1} =d_s a_TT^{d_s+1} =d_sp.

Thus

ϵ=Tsp=dsp,\epsilon=Ts-p=d_sp,

which matches the conformal Ward identity.

  • Subir Sachdev, Quantum Phase Transitions, 2nd ed. The standard reference for quantum critical scaling and the finite-temperature critical fan.
  • Sean A. Hartnoll, Andrew Lucas, and Subir Sachdev, Holographic Quantum Matter, sections 2 and 3. A modern review of zero-density quantum matter and quantum critical transport.
  • Jan Zaanen, Yan Liu, Ya-Wen Sun, and Koenraad Schalm, Holographic Duality in Condensed Matter Physics, chapters 6 and 7. A condensed-matter-facing account of finite-temperature black branes, thermodynamics, and hydrodynamics.
  • Martin Ammon and Johanna Erdmenger, Gauge/Gravity Duality, chapters 11, 12, and 15. A textbook treatment of finite-temperature holography, linear response, and condensed matter applications.