Fisher scaling relation 2026-10-06
The correlation-function susceptibility sum rule and give when is finite, its large-distance tail is integrable and . With correlation-length critical exponent , this gives the displayed relation for the magnetic-susceptibility critical exponent. Microscopic distances contribute a regular background rather than the divergent critical power.
Mean-field scalar free-energy scaling 2026-10-06
For a scalar quartic Landau free energy with , rescaling gives this minimized scaling form, with and . The two functions minimize . In particular and . Below the transition the equilibrium field dependence has a cusp at zero; pure-phase derivatives are one-sided. The form gives order-parameter critical exponent and magnetic-susceptibility critical exponent .
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 64 1 c Solution Created 2026-10-03 Updated 2026-10-14
Critical exponents describe leading singular powers near a continuous phase transition. Using the reduced temperature , the standard definitions includeThese 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 areThese describe neglect of fluctuation corrections, rather than the exact exponents of every low-dimensional Landau-Ginzburg theory.
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 64 1 Solution 2026-10-14
Take the symmetric scalar Landau free energy with , for a positive constant , and leading equation of stateAt zero conjugate field, minimization gives for and for . Selecting the positive pure thermodynamic phase,Consequently the order-parameter critical exponent is .
Differentiate the equation of state at fixed temperature, within the selected phase:Both sides diverge as , so the magnetic-susceptibility critical exponent is . The leading above-to-below magnetic susceptibility amplitude ratio is two. These are the ordinary mean-field critical exponents, valid under the fluctuation qualification explained above.
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 64 2 Solution Created 2026-10-03 Updated 2026-10-14
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 byFor 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 areThe physical volume is unchanged. After blockings, and .
Define the coarse statistical Hamiltonian by the exact Boltzmann-weight identityThe 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 giveshenceThis 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 givesThus 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 impliesSubstituting the recursion for cancels , givingA second step gives , and induction provesFor 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 , thenThus 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, writewhere 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 obeysfor a large total scale factor . Choosing gives the scaling hypothesis for critical phenomenaTwo 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 withIn the integrated statistical Hamiltonian, the volume element contributes , each gradient contributes , and each field contributes . Thus the coefficient of the gradient energy is unchanged, whileIn particular , and . The Gaussian critical exponents and the Gaussian order-parameter scaling index therefore give the requested indicesThe 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 isIf , 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.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 51 3 f Solution Created 2026-10-03 Updated 2026-10-14
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 satisfiesChoose . ThenTwo 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. ThusAt , choose . Differentiating gives , so . The order parameter has scaling dimension ; therefore its critical connected correlation function has power . Comparing with yieldsThese 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.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 50 1 e Solution Created 2026-10-03 Updated 2026-10-14
A critical exponent describes the leading singular power of an observable in a specified scaling limit. The order-parameter critical exponent describes the zero-field ordered branch; the magnetic-susceptibility critical exponent describes response to its conjugate field; and the critical-isotherm exponent describes response at the critical temperature. They are found in the Landau approximation by minimizing the potential and differentiating the resulting equation of state, as calculated in the question's root solution. For a leading stabilizer the same calculation gives , and . Thus , and . Beyond the Landau approximation, the renormalization-group relevance exponents and anomalous dimension determine the singular powers; Question 2 derives their relations. The critical exponents refer to specified paths, and tuning to a higher multicritical point requires eliminating its lower relevant perturbations.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 50 1 Solution 2026-10-14
A phase diagram locates stable pure thermodynamic phases and their phase coexistence boundaries in a space of control parameters. For a concrete three-dimensional example, take the temperature, crystal-field parameter, and magnetic field of the Blume–Capel model. Its spins take values ; changing the cost of the zero-spin state can turn a continuous ordering transition into a discontinuous one. A local scalar description near the resulting tricritical point is the Landau-Ginzburg theoryThe three local control coordinates are , with varying linearly with the thermal scaling field. For , , the transition at is continuous. For , zero-field coexistence is at , and the magnetization jumps between zero and . The two loci meet at , the tricritical point.
The full three-dimensional phase diagram has an ordered coexistence sheet at , where the two opposite magnetizations exchange stability when changes sign. On its three-phase line it meets two nonzero-field tricritical wings. These wings are first-order phase transition surfaces between minima of the same sign but different magnitude, terminating at ordinary thermodynamic critical points. Their tricritical wing critical edges are found by :Indeed fixes , and substituting into and gives ; ensures a stable critical quartic minimum. The two signs give the two wings. All transition surfaces and critical edges end together at the tricritical point. The following plot uses ; its wing surfaces come from the exact tricritical wing coexistence factorization, rather than schematic unconstrained surfaces.
Tricritical coexistence surfaces, the zero-field phase diagram, and ordinary, first-order and tricritical Landau potentials
. Details. The unheaded requests for critical exponents follow from the uniform equation of stateFor an ordinary thermodynamic critical point, is fixed and , . At , , the small ordered minimum obeys , so the order-parameter critical exponent is . Above the transition , giving the magnetic-susceptibility critical exponent . At , , so the critical-isotherm exponent is . At the tuned tricritical point, , instead below the transition and on its critical isotherm, while the disordered susceptibility remains . ThereforeBelow the transition the inverse susceptibility is , giving in the ordinary limit and in the tricritical limit. Thus both sides give the same susceptibility power, with different amplitudes.
To derive the general Ginzburg criterion, tune away all lower even nonlinearities and let the leading stabilizer be , . The equation of state gives , and its curvature at the ordered saddle is , so . The fluctuations of the order parameter averaged over a correlation volume are estimated by its long-wavelength quadratic covariance:The integral has a fixed dimensionless upper limit after ; this is a coarse-volume fluctuation estimate, not the ultraviolet-dominated point variance. Consequently the multicritical Ginzburg ratio isThe Landau approximation is asymptotically controlled by this test only when the ratio tends to zero. This gives the upper critical dimensionThe same threshold follows by giving its Gaussian engineering dimension : the coupling to has scaling exponent , which becomes relevant below .
For , the fluctuation ratio diverges and the saddle calculation cannot predict the generic interacting critical exponents. At the test is marginal, not a proof of changed power exponents: the ratio has zero thermal power and marginal interactions can produce logarithmic corrections. Thus the PDF's inclusion of equality in a blanket claim about wrong power exponents needs this qualification. The Landau-Ginzburg theory as a fluctuating field theory remains useful; what loses validity is its fluctuation-free Landau approximation.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 49 1 iv Solution Created 2026-10-03 Updated 2026-10-07
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 . ThusThese 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.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 42 1 Solution 2026-10-06
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 asThe order-parameter-dependent free-energy density becomesDefine as the minimum of the braces, with the sign of the quadratic term respectively positive or negative. ConsequentlyFor 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 byThe 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 givesEliminating proves the Rushbrooke scaling relationThe 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 relationThese 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.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 303 1 a Solution Created 2026-10-03 Updated 2026-10-06
Use inverse temperature , reserving without a subscript for the critical exponent. Write ; each undirected bond occurs once, so the number of bonds is . In the mean-field theory of the Ising model, write each Ising spin as and neglect the product of fluctuations:The resulting independent-spin statistical Hamiltonian isThe constant corrects the double counting of interaction energy. The Ising spin sums now factorize and can all be evaluated:This is the approximate partition function at an assumed mean field; equilibrium fixes self-consistently. The corresponding Ising auxiliary mean-field free energy isIts equilibrium value gives the mean-field Helmholtz free energy in the imposed field. Away from a stationary point its parameter is an assumed field variable, not necessarily the actual mean Ising spin of that independent-spin distribution.
For the full small- expansion at fixed , set and . Differentiating gives successive derivatives , , , and at . ThereforeAt zero field, spin inversion symmetry eliminates odd powers and this simplifies toThe quadratic coefficient changes sign and the quartic coefficient is positive atThus the zero-field mean-field prediction is a continuous, continuous phase transition: the stable zero spin magnetization develops two symmetry-related nonzero minima continuously below .
Both requested routes give the same mean-field self-consistency equation. First, the one-spin expectation in the effective field isSecond, differentiating the Ising auxiliary mean-field free energy giveswhose stationary condition is precisely that mean-field self-consistency equation. Choose its stable, lowest-free-energy branch rather than every algebraic solution.
An equally useful mean-field approximation parametrizes the trial distribution by its actual mean Ising spin. Its probabilities are , giving the Bragg-Williams free energy of the Ising modelThis energy-minus-entropy function has expansionIts stationary equation is , again equivalent to the mean-field self-consistency equation. The two functions differ away from equilibrium, but agree on stationary branches: for and , the entropy bracket equals . Their small- coefficients therefore need not agree at arbitrary temperature; at they have the same leading critical quartic coefficient . This distinction prevents confusing the auxiliary-field expansion with the physical-magnetization variational expansion.
For the order-parameter critical exponent, expand the equation of state at :On a nonzero stable branch,Hence . The spontaneous magnetization is understood by selecting a branch with an infinitesimal field after the thermodynamic limit; a finite symmetric sample has zero exact zero-field mean Ising spin.
For the magnetic susceptibility per site, define with in energy units. Implicit differentiation givesAbove , and . Below , evaluated on a selected ordered branch, the expansion of gives . Thus the magnetic-susceptibility critical exponent is on both sides, with different amplitudes. At , the equation of state becomesso the critical-isotherm exponent is . These are mean-field critical exponents, not a claim that neglecting fluctuations gives the exact Ising transition in every dimension.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 303 1 c Solution Created 2026-10-03 Updated 2026-10-05
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 isFor 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. HenceThis 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 exponentAt the tricritical temperature with both lower coefficients zero, , so and the critical-isotherm exponent isThe 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.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 303 1 c Solution 2026-09-28
At the tricritical point, and the zero-field Landau free energy is . Below , minimization givesSince , the order-parameter critical exponent isAt this minimum, is proportional to . Comparing this with gives the heat-capacity critical exponentAfter 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 isFinally, exactly at the equation of state is . Hence and the critical-isotherm exponent is
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 303 1 a ii Solution Created 2026-09-24 Updated 2026-09-25
Put , so . At zero field the stationary equation factors asFor , is the unique minimum. For , it is unstable and the two minima areThe order parameter therefore tends continuously to zero, and its order-parameter critical exponent is .
At either ordered minimum the singular free-energy density iswhereas 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.
