Gaussian specific-heat infrared threshold Created 2026-10-07 Updated 2026-10-14
Two thermal derivatives of a regulated Gaussian determinant produce this integral. For , rescaling yields a divergent power and heat-capacity critical exponent . At four dimensions the singularity is logarithmic, with power exponent zero. Above four the leading heat capacity is a finite cutoff-dependent background; its leading bounded-power convention has exponent zero, although the background-subtracted singular Gaussian contribution retains the negative index . In a stable quartic theory the mean-field ordered free energy proportional to instead produces a heat-capacity jump. This is why a dangerously irrelevant coupling qualifies naive hyperscaling relation.
On the ordered branch of tricritical crossover scaling, at zero field and , the minimizing square is . Its stationarity relation gives . Thus the minimized free-energy density becomes for fixed as , recovering the ordinary quartic continuous phase transition and its heat-capacity critical exponent . Replacing the scaling function by a nonzero constant in this limit would give an incorrect exponent.
Critical exponents describe leading singular powers near a continuous phase transition. Using the reduced temperature , the standard definitions include
These are the order-parameter critical exponent, magnetic-susceptibility critical exponent, heat-capacity critical exponent and correlation-length critical exponent. The critical-isotherm exponent is defined by . The anomalous dimension gives the critical long-distance connected correlation function, , when an ordinary scale-invariant critical point exists.
In the Landau approximation, minimize the Landau free energy to obtain the equation of state, differentiate it with respect to the field conjugate to an order parameter to obtain magnetic susceptibility, and differentiate the minimized free energy with respect to temperature to obtain heat capacity. These operations determine , respectively. Expanding the Landau-Ginzburg theory about its uniform minimum gives the quadratic fluctuation kernel , whose Fourier transform determines the correlation length and the anomalous dimension. At the ordinary quartic critical point this gives and .
For , gives and hence ; the equilibrium free energy gives a finite heat capacity discontinuity, conventionally . Together with the explicit calculation below, the ordinary mean-field critical exponents are
These describe neglect of fluctuation corrections, rather than the exact exponents of every low-dimensional Landau-Ginzburg theory.
A tricritical point is the meeting of a line of continuous phase transitions and a line of first-order phase transitions. In the symmetric scalar Landau free energy, it occurs at with . Two independent controls are needed to tune both coefficients. The continuous transition lies at , and the tricritical three-phase line found above has ; both approach the tricritical point. At zero conjugate field the three coexisting states on this first-order line are the disordered state and the two opposite ordered states.
Setting makes the leading stabilizing interaction sextic. The nonzero minimum obeys , so the order-parameter critical exponent along this tuned direction is . Substitution gives
and two temperature derivatives give the heat-capacity critical exponent . At , the equation of state is , giving the critical-isotherm exponent .
For magnetic susceptibility, differentiating gives . This is above the transition and below, hence . The quadratic fluctuation kernel still has a mass proportional to , giving and . Thus the mean-field tricritical exponent calculation yields
Detuning gives tricritical crossover scaling; one must specify the approach to the tricritical point when quoting these critical exponents. The sextic interaction has upper critical dimension three, so sufficiently strong long-distance fluctuations change these mean-field predictions below three dimensions.
Write for inverse temperature to distinguish it from the order-parameter critical exponent. A normalized blocking kernel is a nonnegative conditional distribution of coarse spins given the fine spins, normalized by
For deterministic blocking it can impose a majority rule or block average, with a Dirac delta replacing the sum constraint for continuous coarse variables. Each block occupies original cells, so the new lattice spacing and number of sites are
The physical volume is unchanged. After blockings, and .
Define the coarse statistical Hamiltonian by the exact Boltzmann-weight identity
The operator family must include all generated interactions for this renormalization-group transformation to be exact; restricting it to a few couplings is an approximation. The scalar has energy units and is the contribution per original site that is independent of . Restoring the original constant term gives
hence
This convention measures per original site; defining a constant per new site would move a factor into its definition.
The identity-operator contribution to renormalization-group free energy records the configuration-independent normalization generated by the eliminated spins. It includes their contribution to free energy, including entropy and measure factors, and need not be independent of temperature. It has no effect on normalized probabilities of the retained spins, but is indispensable for the total partition function and its temperature derivatives. Iterating its recursion gives
Thus is the original constant plus the accumulated free-energy contributions of the eliminated degrees of freedom.
To obtain the additive free-energy recursion under blocking, use energy-valued free energy per current lattice site,
The blocking kernel normalization implies
Substituting the recursion for cancels , giving
A second step gives , and induction proves
For dimensionless free energy , multiply throughout by .
The singular free-energy density must be distinguished from the exact per-site representative . If is a regular background and , then
Thus the same displayed inhomogeneous recursion holds with after subtraction. When a suitable analytic background solves , it leaves a homogeneous singular recursion. Analytic subtraction of an inhomogeneous renormalization recursion explains this separation. A renormalization-group free-energy resonance can obstruct analytic subtraction and produce a logarithm. The original function originates in the short-distance spins that were summed out, rather than in an extra external interaction.
Near a renormalization-group fixed point , linearize the transformation:
An eigenvector of with eigenvalue defines a scaling coordinate with to leading order. A relevant operator has : its coupling grows towards large distances, so it must be tuned to reach the fixed point. An irrelevant operator has and dies away; a marginal operator has and requires higher-order flow analysis. An operator of scaling dimension has .
The coarse spins also require a multiplicative normalization. In continuum notation, write
where is the retained field and is its anomalous dimension. This restores the normalization of the critical long-distance connected correlation function. Since a uniform field conjugate to an order parameter enters through , it has eigenvalue exponent .
Let be the thermal relevant coordinate with exponent . After regular backgrounds have been removed, the leading singular free-energy density obeys
for a large total scale factor . Choosing gives the scaling hypothesis for critical phenomena
Two temperature derivatives give the heat-capacity critical exponent; one conjugate-field derivative gives the order-parameter critical exponent; two such derivatives give the magnetic-susceptibility critical exponent. Scaling the correlation length gives . Consequently,
At , instead choose ; differentiating gives . These scaling relations for critical exponents assume that irrelevant variables can be set to their fixed-point values without singular consequences. A dangerously irrelevant coupling or logarithmic correction requires keeping the corresponding dependence.
For the Gaussian field theory, integrate out the Fourier modes in and retain . The modes are independent at zero external field, so this Gaussian thinning transformation changes the normalization by a Gaussian determinant and leaves a quadratic statistical Hamiltonian for the retained modes. Restore the cutoff with
In the integrated statistical Hamiltonian, the volume element contributes , each gradient contributes , and each field contributes . Thus the coefficient of the gradient energy is unchanged, while
In particular , and . The Gaussian critical exponents and the Gaussian order-parameter scaling index therefore give the requested indices
The sign convention corresponds to the physical conjugate field and does not affect these powers.
There are physical qualifications to these Gaussian indices. The strictly quadratic Gaussian field theory is stable for positive and has no stable ordered phase for negative ; its purported spontaneous is therefore the formal Gaussian order-parameter scaling index. A stabilizing quartic term gives an actual ordered phase. Below four dimensions that term is relevant and changes the exponents; above four dimensions it is a dangerously irrelevant coupling and gives the actual mean-field , rather than the Gaussian hyperscaling value.
The heat capacity power can also be checked directly. Apart from constants, the zero-field Gaussian free-energy density is
If , its singular second temperature derivative is controlled by . For , rescaling gives a power , as above. At there is a logarithm, and for an analytic background dominates the heat capacity. The negative formal Gaussian then describes the subleading singular piece, with logarithmic resonances at appropriate even dimensions. This is the Gaussian specific-heat infrared threshold, and it prevents confusing singular indices with the entire observable.
Let be the thermal and magnetic scaling fields, with eigenvalues and . After discarding irrelevant variables whose vanishing is nonsingular, the homogeneous singular free-energy density satisfies
Choose . Then
Two thermal derivatives give the heat-capacity critical exponent; one and two field derivatives give the order-parameter critical exponent and magnetic-susceptibility critical exponent. The correlation-length critical exponent follows directly from the length rescaling. Thus
At , choose . Differentiating gives , so . The order parameter has scaling dimension ; therefore its critical connected correlation function has power . Comparing with yields
These formulas express the requested critical exponents in terms of the relevant scaling exponents. Their hyperscaling assumptions must be respected: above an upper critical dimension, a dangerously irrelevant coupling can invalidate the free-energy homogeneity used here. Applying the formulas to the Gaussian thinning transformation in the root solution gives the requested Gaussian indices and their physical qualifications.
Let , and suppose with while and remain finite at the transition. Critical exponents describe the leading singular powers: below the transition, , , , , and .
The quartic equation of state immediately gives at zero field below the transition, so . Differentiating with respect to the conjugate field gives , which is above and below; therefore . At , with its real sign, giving . The quadratic correlation function has and critical Ornstein--Zernike correlation function proportional to , giving and .
Finally the minimized potential below the transition is , while it is zero above. Its second temperature derivative is a finite step, so the mean-field heat-capacity critical exponent is . In particular,
These are derived mean-field critical exponents. In the fluctuation-dominated critical region of a phase transition, one instead derives exponents from the scaling eigenvalues of the renormalization-group fixed point, as in the next question. A zero heat-capacity power exponent can also accompany logarithms in other theories, so specifying the power alone does not completely describe that singularity.
At a tricritical point, both and vanish, while stabilizes the Landau free energy. It separates ordinary continuous transitions for from first-order coexistence for . The zero-field order-parameter jump shrinks to zero as , and the tricritical wings terminate there in the full diagram. For , , minimizing gives and
Two thermal derivatives give the heat-capacity critical exponent , compared with the finite mean-field heat-capacity jump, , at an ordinary quartic transition. The remaining tricritical mean-field critical exponents are , and the mean-field correlation-length critical exponent is . To observe tricritical scaling one must tune the quartic scaling field as well as the thermal field: a generic path with fixed instead has ordinary critical behavior. Its upper critical dimension is three, as the multicritical Ginzburg ratio shows.
A critical exponent specifies a leading singular power in a response or order parameter as the thermodynamic critical point is approached. Analytic backgrounds and the selected thermodynamic branch must be distinguished from that singular part. Write , , and first take . The equation of state is .
At zero field on the ordered branch, , giving the order-parameter critical exponent . Differentiating the equation of state gives : above the transition , below it , so the magnetic-susceptibility critical exponent is . At , , giving the critical-isotherm exponent .
The minimized singular free-energy density is above and below. Two temperature derivatives produce a finite specific-heat jump, corresponding to the heat-capacity critical exponent . The inverse quadratic fluctuation kernel is , so gives ; the critical propagator proportional to gives . Thus
These mean-field critical exponents follow from minimization and linear response. More generally, linearize the renormalization group and differentiate its singular free-energy scaling form to obtain the actual fluctuation-controlled exponents.
The scaling hypothesis for critical phenomena says that the singular part of the equilibrium free energy is a generalized homogeneous function of its thermal and field-like controls. Smooth backgrounds must first be removed; the hypothesis does not claim that the entire free energy, including arbitrary regular terms, has a pure scaling form.
For the ordinary scalar quartic LG theory, set with and , and rescale the uniform order parameter as
The order-parameter-dependent free-energy density becomes
Define as the minimum of the braces, with the sign of the quadratic term respectively positive or negative. Consequently
For an extensive , additionally contains the system volume. The printed double-inequality subscript labels the two temperature branches: the upper-temperature function is and the lower-temperature function is . It does not classify positive and negative magnetic fields. In particular and ; below the transition the field dependence has a cusp at zero, so derivatives are taken on a selected branch.
For the following derivatives, take to be a density, so is the magnetization density; for total free energy the derivative gives total magnetization instead. Differentiate this mean-field scalar free-energy scaling form. The magnetization is , giving and . The magnetic susceptibility is , giving . At zero field the nonzero curvature amplitudes are and .
To allow nonclassical critical exponents, replace the fixed powers by
The heat-capacity critical exponent is defined by ; temperature differentiation gives the thermal exponent in . The order-parameter critical exponent has , and the magnetic-susceptibility critical exponent has . Differentiating the scaling form gives
Eliminating proves the Rushbrooke scaling relation
The critical-isotherm exponent is defined by . At fixed small , the limit requires , so that the temperature factors cancel. Therefore , yielding . But the two differentiated identities also give , and hence the Widom scaling relation
These are relations among the leading power indices. At marginal dimensions, multiplicative logarithms can accompany them, and an additive analytic background must not be mistaken for the singular scaling contribution.
Work in a translation-invariant pure thermodynamic phase, and write to distinguish inverse temperature from the order-parameter exponent. The connected correlation function is
Away from criticality in the massive scalar order channel, it decays exponentially, possibly multiplied by an algebraic factor. An exponential correlation length is defined by when that limit exists. At a continuous transition diverges and the critical decay is algebraic. In an ordered symmetric mixture, a nondecaying contribution can remain; selecting a pure branch prevents confusing it with connected critical fluctuations.
Let and . Differentiating the partition function with the energy term gives the correlation-function susceptibility sum rule
If the source is instead the dimensionless , the explicit inverse-temperature factor is absent. In continuum physical coordinates the lattice sum is approximately .
Choose a normalized blocking kernel such that , replacing the sum by an integral for continuous variables. A deterministic example is a product of delta functions imposing that each coarse variable equals the average of spins in a block of sites, with its field normalization included consistently. Define the effective Boltzmann weight by
Kernel normalization makes the blocked partition function exactly equal to the original. Its coarse-grained variables retain the long-distance observables through their defining relation to the original fields. An exact RG step generally generates all symmetry-allowed operators; keeping only a small coupling set is an approximation, not an exact closure assumption. The geometrical coarse lattice has
so its physical volume is unchanged. A subsequent coordinate rescaling may restore the numerical lattice spacing to its initial value, which is the equivalent rescaled-coordinate convention.
Here define as free energy per lattice site, . Exact partition-function invariance gives
Because multiplies the identity operator, a blocking step has , where is the generated constant per blocked site. With this implies
The identity-operator contribution to renormalization-group free energy includes the eliminated modes' entropy, connected vacuum terms and field-measure normalization. It cannot be discarded when calculating an absolute free energy, even though it cancels out of normalized correlation functions.
There is a useful convention behind the word “singular” in this inhomogeneous equation. After removing , still contains a regular coupling-dependent background. If and , then the genuinely nonanalytic part obeys . Thus the printed inhomogeneous representative and homogeneous singular scaling below are consistent after background subtraction. At resonances or marginal points this subtraction may leave additive or multiplicative logarithms; a strictly homogeneous pure-power form is then qualified accordingly.
A renormalization-group fixed point satisfies . Diagonalizing the linearized map gives scaling coordinates . For increasing coarse-graining length, defines a relevant operator, an irrelevant operator, and a marginal operator, whose fate needs nonlinear analysis. Here the are logarithmic scaling exponents: the eigenvalues of the discrete Jacobian matrix are , not the numbers themselves. The critical surface is the stable manifold flowing into the critical fixed point after every relevant scaling field is tuned to zero. A repulsive renormalization-group trajectory leaves the fixed point along relevant directions and flows toward a different long-distance phase.
Figure 1.
Linearized renormalization-group flows in a zero-field slice and the relevant-field plane
. Details.
For the requested two relevant fields, take and , with . Ignoring nonsingular irrelevant corrections and choosing a total blocking scale , the homogeneous singular free-energy density obeys
Choose so the renormalized thermal field is . This proves
Metric factors and regular analytic redefinitions of the scaling fields only change amplitudes. Likewise , so at the correlation-length critical exponent is . Two thermal derivatives of give the heat-capacity critical exponent , proving the hyperscaling relation
Two field derivatives also give ; one field derivative gives , and using to set the blocking scale on the critical isotherm gives . These statements assume that no dangerously irrelevant coupling makes the scaling function singular as it is removed. In particular the naive hyperscaling form need not describe the quartic ordered phase above four dimensions, where its stabilizing quartic coupling is dangerously irrelevant. That restriction reconciles this derivation with the mean-field exponents and Question 3.
The scaling form of the connected correlation function is in the continuum long-distance regime. For , tends to a finite nonzero constant. For , it decays exponentially with a possible algebraic prefactor; an isolated massive pole gives the familiar Ornstein--Zernike correlation function tail with a temperature-dependent amplitude. Exponential decay is the essential feature; the same critical algebraic power need not remain the exact large-distance prefactor.
Using the susceptibility sum rule and spherical integration gives
For and an ordinary exponentially decaying scaling function the integral tends to a finite constant: it converges at zero because is finite, and at infinity because of the exponential decay. Microscopic distances add a regular background. Thus , establishing the Fisher scaling relation
For a continuous field, field scaling and anomalous dimension give
This field renormalization is additional to the canonical engineering factor . It makes . Invariance of the uniform source coupling then gives , agreeing with the susceptibility exponent above. With a convention , the fixed-point choice is ; the sign of the logarithmic derivative depends on this stated convention.
These are mean-field critical exponents at a tricritical point. Hold the other control at its tricritical value and take the coefficients to be real analytic functions of temperature along a thermal approach with , , , and or . At fixed tricritical , a generic real analytic temperature path with nonzero thermal slope has and meets the last condition. Paths tangent to a scaling direction can have different apparent temperature powers.
At zero field on the ordered side with , stationarity gives ; under the more general approach , this relation holds to leading order. Thus the order-parameter critical exponent is
For the zero-quartic representative, putting this minimum into the Landau free energy gives the singular order-parameter contribution (and the leading asymptotic contribution under the stated negligible-quartic approach)
Using at fixed other control yields , specifically to leading order. Hence
This heat-capacity critical exponent refers to the nonzero ordered-side singular amplitude; in this mean-field approximation to Landau theory, the disordered global minimum contributes zero singular free energy, while any regular background remains. Fluctuation corrections lie outside the present approximation.
In the disordered phase, differentiating the equation of state at gives the magnetic susceptibility . On the ordered branch its curvature is , so . Both give the magnetic-susceptibility critical exponent
At the tricritical temperature with both lower coefficients zero, , so and the critical-isotherm exponent is
The Widom scaling relation and Rushbrooke scaling relation both check these powers. Their validity here is a mean-field conclusion, not a claim that fluctuations in every spatial dimension preserve them.
On a tricritical thermal path, the quartic scaling variable tends to zero, and at zero field . On the ordered side the tricritical crossover scaling function tends to . Consequently
provided the quadratic coefficient has a nonzero thermal slope and the sextic coefficient has a finite positive limit. Since the heat-capacity critical exponent satisfies ,
Equivalently, twice differentiating this ordered-side free-energy density produces the singularity. The scaling path and branch qualifications are the same as for the direct Landau theory calculation: a nonzero fixed positive quartic coefficient would instead send and yield the ordinary transition of part (e).
Use the usual homogeneous, local, analytic Landau-Ginzburg theory; rotational symmetry and Z2 symmetry alone do not specify locality, analyticity, or the signs of the coefficients. The local derivative expansion contains every rotational scalar with an even total number of fields:
The omitted terms include all allowed higher field powers and contracted spatial derivatives. Terms differing by a total derivative are equivalent for bulk behavior with suitable boundary conditions. The displayed gradient energy assumes spatial homogeneity. If only rotations about an origin are imposed, rotationally invariant position-dependent coefficients are also possible.
In the mean-field approximation, take a spatially uniform order parameter and minimize its Landau free energy. For , and with , keeping the quadratic and quartic terms gives
The single minimum splits into two minima as the temperature passes below the critical temperature. Choosing one minimum gives spontaneous symmetry breaking of the Z2 symmetry and a continuous phase transition. The order parameter is the expectation in a selected ordered state; averaging equally over both states gives zero. A Z2 symmetry does not guarantee a continuous phase transition: a negative quartic coefficient stabilized by a positive sextic coefficient can instead give a first-order phase transition.
Relaxing the Z2 symmetry permits odd terms. A nonzero linear source generally rounds this ordinary continuous phase transition. A cubic term can instead give a first-order phase transition: for , and , equal minima occur at
The order parameter jumps from zero to . A continuous phase transition without an exact Z2 symmetry is still possible with additional tuning; odd terms do not logically exclude it.
For the multicritical even Landau potential, set and assume an integer , and . For , all lower even interactions must be absent or tuned to zero to obtain these mean-field critical exponents. The stationary equation is
Its nonzero solutions are minima because . Thus the order-parameter critical exponent is
Substituting into the minimum free energy density gives
The singular heat capacity per unit volume is . Smooth variation of the other coefficients does not change the leading power. Consequently
For , this means a finite heat capacity jump, with ; for , the tricritical point has and . The case would contain only a quadratic potential and would not stabilize an ordered phase.
The Gaussian fluctuation correction near a critical point is more singular than the mean-field approximation contribution when
This is the upper critical dimension of an even scalar interaction. Equivalently, its coupling has engineering dimension , positive below . Dominant fluctuations signal breakdown of the mean-field approximation; the Gaussian expression is not then a calculation of the exact interacting heat-capacity critical exponent. At , equality of the powers allows logarithmic corrections.
At the tricritical point, and the zero-field Landau free energy is . Below , minimization gives
Since , the order-parameter critical exponent is
At this minimum, is proportional to . Comparing this with gives the heat-capacity critical exponent
After adding the magnetic contribution , the inverse zero-field magnetic susceptibility is the curvature . Above it is , while below it is , so and the magnetic-susceptibility critical exponent is
Finally, exactly at the equation of state is . Hence and the critical-isotherm exponent is
The ordered solution gives
so the order-parameter critical exponent is
At , adding a magnetic term gives , hence
Above , the zero-field susceptibility is . Below , the curvature at a minimum is , so both sides give
At the ordered minimum, and
Since , the heat-capacity critical exponent is
These values obey the Widom scaling relation and Rushbrooke scaling relation at mean-field level.
The most singular contribution as is
Rescaling shows that its singular part is proportional to
Because , the heat-capacity critical exponent is
for . The term with one propagator is less singular. At the power is replaced by a logarithmic singularity, identifying four as the upper critical dimension of this Gaussian heat-capacity correction.
Put , so . At zero field the stationary equation factors as
For , is the unique minimum. For , it is unstable and the two minima are
The order parameter therefore tends continuously to zero, and its order-parameter critical exponent is .
At either ordered minimum the singular free-energy density is
whereas it is zero for . Two temperature derivatives give a singular heat capacity proportional to below the transition and zero above it, so the heat-capacity critical exponent is .
The inverse magnetic susceptibility at a stable minimum is the curvature . Below ,
and hence and . Above , however, the curvature at vanishes for every . Indeed, at small field , so and the linear susceptibility is already infinite away from the critical point. Consequently the usual magnetic-susceptibility critical exponent is not defined for this exceptional free energy; assigning it a finite value would incorrectly assume a quadratic term.
At , the equation of state is , so and the critical-isotherm exponent is . Thus the transition is continuous, although its missing quadratic term makes the high-temperature linear response singular throughout that phase.