Finite-size rounding 2026-10-14
Finite-size rounding replaces a limiting discontinuity or divergence by a finite crossover or peak. For a spatial system near a continuous phase transition, the bulk description ceases to apply unchanged when the correlation length becomes comparable with the sample size. How the crossover width and location depend on size also depends on the model, geometry and boundary conditions; there is no universal rule for every phase transition.
An exact finite example is the Curie–Weiss model with , , and a conjugate field in energy units. Set and . Its statistical Hamiltonian and finite partition function areThe binomial coefficient counts the microstates with positive Ising spins. The diagonal terms in the square add a configuration-independent constant to the energy; retaining them fixes the normalization used here. Divide each summand by to obtain the probability mass function of . In particular,The variance expression makes the finite response nonnegative, while spin inversion symmetry gives exactly at for every plotted .
Every curve is computed from the finite partition function, without selecting one minimum of the Bragg-Williams free energy of the Ising model. The field panel holds fixed and shows increasingly rapid switching between opposite spin magnetizations. The temperature panel uses : its nonzero measures the typical magnitude, while the mean spin magnetization stays zero. The reference marks the limiting critical temperature, not a singular point of any finite curve.
A short limiting argument explains the field panel. Combining the binomial coefficient with its leading entropy gives a Helmholtz free energy per spin whose stationarity equation is . For and the two ordered minima have , where . For large well below the critical temperature, their relative Boltzmann weight is approximately , giving . Thus this two-peak approximation has a field width of order in . It is not valid at the critical temperature, where the peaks merge; the figure uses the exact finite sum throughout.
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.
Latent heat Created 2026-09-24 Updated 2026-10-14
Latent heat is the heat absorbed or released in a first-order phase transition through its entropy jump. For an equilibrium conversion from thermodynamic phase to thermodynamic phase at fixed pressure, evaluate both thermodynamic phases at the same temperature and pressure on their phase coexistence curve:Use one normalization throughout: , and may all be per mole, giving in , or all per unit mass, giving in . Here is entropy and is enthalpy on that basis. Equal Gibbs free energies of the coexisting thermodynamic phases give . Identifying this enthalpy difference with supplied heat assumes a closed system and an equilibrium conversion with only pressure-volume work. [ref]
For a pure substance with positive latent heat per unit mass , let be the phase fraction of the higher-enthalpy thermodynamic phase, measured by mass. While both thermodynamic phases coexist at the fixed pressure,Adding heat changes rather than the temperature; this creates the horizontal portion of a heating curve. Once , additional heat raises the temperature according to specific heat capacity at constant pressure. Reversing the conversion releases heat. The plateau represents changing enthalpy, rather than a finite single-thermodynamic phase heat capacity satisfying . [ref]
For a constructed fixed-pressure model, take , initial temperature , transition temperature , solid specific heat capacity at constant pressure , latent heat , and liquid specific heat capacity at constant pressure . These are stipulated model parameters, not empirical properties of a named material. Heating the solid to takes of sensible heat; converting it fully to liquid takes another of heat; heating the liquid to takes . The total is . After a total heat input of , and the temperature is still . The corresponding per-unit-mass entropy jump is .
A continuous phase transition has no latent heat. Its heat capacity can have a jump or a singularity without a finite interval in which added heat converts coexisting thermodynamic phases at a constant temperature. A heating plateau therefore requires the stated phase coexistence conditions; it is not a feature of every phase transition. [ref]
Statistical Physics by David Tong. Tong, Statistical Physics, first-order and continuous transitions
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 64 1 b Solution Created 2026-10-03 Updated 2026-10-14
A first-order phase transition has a discontinuity in a first derivative of the equilibrium free energy, such as entropy or the order parameter; a thermal first-order transition normally has latent heat. At a continuous phase transition the order parameter goes continuously to zero and there is no latent heat, although response functions and higher derivatives of the free energy can be singular.
For the symmetric scalar Landau free energy at zero conjugate field, minimizeIf , the sixth-order term is unnecessary near . For the minimum is , whereas for there are two symmetry-related minima with to leading order. The order parameter vanishes continuously as . The equilibrium free-energy density changes from zero to , so its first temperature derivative is continuous and its second derivative has a jump. This is the ordinary mean-field continuous phase transition.
If , keep for stability. A nonzero stationary order parameter, with , obeys . For phase coexistence with its free energy must also vanish. Substituting into givesThe nonzero solution of is thereforeThe competing minima exchange stability at positive , with a finite jump of the order parameter. This is a first-order phase transition. The metastability region is also visible: nonzero stationary points first appear at the spinodal , and the disordered local minimum loses stability at .
For example, holding fixed and taking , the ordered phase has entropy lower than the disordered phase by at coexistence. Heating through the transition absorbs latent heat per volume . More generally the temperature dependence of all coefficients contributes to this entropy difference. With no inversion symmetry, a cubic term can also produce a first-order phase transition, as comparison of the competing minima of the Landau free energy shows.
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 d Solution Created 2026-10-03 Updated 2026-10-14
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 givesand 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 yieldsDetuning 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.
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 64 3 Solution Created 2026-10-03 Updated 2026-10-14
The correlation length is the distance over which fluctuations remain appreciably correlated. More precisely, in a massive phase the large-distance connected correlation functionhas an exponential factor , possibly multiplied by a power. Equivalently, is the lowest inverse length in the long-wavelength fluctuation spectrum. In the Gaussian field theory with unit gradient coefficient, gives for positive renormalized mass.
At an ordinary continuous phase transition, the restoring force for long-wavelength order-parameter fluctuations vanishes and there is no finite correlation scale. The critical connected correlation function decays as a power rather than exponentially, so diverges. The correlation-function susceptibility sum rule relates magnetic susceptibility to the integral of this connected correlation function; its divergence is consistent with correlations extending over increasingly large distances. Interactions change the powers, so the renormalized mass and the bare mass need not vanish at the same temperature.
Absorb the thermal normalization into the action and setHere , although denoted in the question, is a signed mass-squared coordinate, not a nonnegative square. This matters because its interacting fixed-point value is negative. Increasing eliminates high-momentum modes and moves towards the infrared. The initial values at are and .
To derive the flow, use the momentum-shell decomposition of a scalar field , where has momenta . Its Gaussian shell covariance is . Integrating out while preserving low-momentum observables givesThe cumulant expansion of a coarse-grained free energy yields . By Wick theorem,The last term is field independent, while the quadratic term gives the one-loop shell mass renormalization in scalar quartic theoryThis tadpole is independent of the external momentum, so no gradient renormalization occurs at this order.
For the quartic correction, the mixed vertex is . Its connected second cumulant uses and givesExtracting the local zero-external-momentum quartic interaction, the integral over is . Comparing its coefficient with gives the one-loop shell quartic renormalizationThe negative sign comes from the second cumulant; the numerical factor incorporates the three quartic channels.
For the thin spherical shell, radial integration givesThe shell is stable when , including a small negative critical mass. Because , differentiating the dimensionless couplings contributes their engineering dimensions and . Together with the shell corrections this yields the renormalization-group flowThese are the requested equations with . They express independence of the long-distance theory from the arbitrarily chosen ultraviolet cutoff, to the retained perturbative order; higher interactions and gradient corrections enter at higher orders.
Besides the Gaussian fixed point , a nonzero fixed point satisfiesThus, within these truncated equations,Since and , their leading epsilon expansion isThe rational expressions from the truncated flow are not a calculation of the genuine higher-order coefficients.
To assess stability, linearize in about this Wilson-Fisher fixed point. The stability matrix of a renormalization-group fixed point isUsing the fixed-point equation, its diagonal entries are and , respectively. Its upper off-diagonal entry is and its lower off-diagonal entry is . Hence its eigenvalues areThe interaction perturbation along the critical surface decays towards the infrared for small positive , whereas the thermal perturbation grows. Therefore infrared attraction requires tuning to the critical surface. The source's unqualified wording cannot mean attraction in both coupling directions: the positive thermal eigenvalue is precisely what produces the divergence of the correlation length. This is the thermal relevant direction at the Wilson-Fisher fixed point.
Let be the thermal scaling coordinate, a linear combination of and corresponding to the relevant left eigenvector of . To leading order, is possible. Its initial value is proportional to for a generic thermal path crossing the critical surface; the interaction also shifts the nonuniversal value of . In the linear regime,Choose so that is of order one. At this scale the dimensionless correlation length is finite. Restoring the eliminated length scale givesConsequently the correlation-length critical exponent isThere is no field anomalous dimension at one loop in this scalar quartic theory, since the one-loop self-energy is momentum independent; this is consistent with .
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 46 1 b Solution Created 2026-10-03 Updated 2026-10-14
The uniform stationarity equation and local stability condition areFor , , and small negative , the stable nonzero solution satisfies . Thus the order parameter vanishes continuously as . The equilibrium Landau free energy has leading singular contribution below the transition and zero above it. Its first thermal derivative is continuous, while its second derivative has a finite jump: the mean-field approximation predicts a continuous phase transition with no latent heat. The magnetic susceptibility follows by differentiating the stationarity equation:It diverges on approaching the ordinary thermodynamic critical point, and the quadratic Landau scalar correlation length behaves as , with a different amplitude on the two sides.
For , a nonzero stationary point at has . Substitution into gives . Setting this to zero yieldsThe finite jump of makes this a first-order phase transition. For a thermal path with and the other coefficients fixed, jumps, giving an entropy discontinuity and nonzero latent heat. The Landau free energy itself remains continuous. The disordered minimum loses stability at ; the two nonzero stationary solutions merge at . These spinodal points bound metastability, but neither replaces the equilibrium phase coexistence condition.
Writing with near an ordinary thermodynamic critical point, the zero-field equation gives . At , small obeys , hence . The ordinary mean-field critical exponents are therefore and . These are Landau theory predictions, not dimension-independent values for an interacting theory below its upper critical dimension.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 46 1 d Solution Created 2026-10-03 Updated 2026-10-14
At the tricritical point, both the quadratic and quartic even coefficients vanish, while the sextic coefficient remains positive. Two even control parameters must therefore be tuned, in addition to setting the symmetry-breaking conjugate field to zero. The continuous phase transition line and first-order phase transition line meet, the coexistence order parameter jump shrinks to zero, and the tricritical wings end there. The balance governing the equation of state changes from quartic to sextic stabilization.
Along the tricritical thermal path , , , minimizing gives on the ordered side. At , the equation of state is . ConsequentlyThese mean-field critical exponents require the tuned tricritical path; a path with fixed instead has the ordinary exponents derived above. The corresponding equilibrium Landau free energy is below the transition. Its first thermal derivative is continuous but its second derivative diverges, giving the tricritical mean-field approximation a heat-capacity exponent . Fluctuations are negligible asymptotically only above the tricritical upper critical dimension three; at three dimensions logarithmic corrections can accompany these powers.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 46 1 Solution 2026-10-14
A phase diagram divides a space of control parameters into equilibrium thermodynamic phases, marking phase coexistence boundaries and thermodynamic critical points. Its dimension counts independently variable controls, not spatial dimensions. An explicit three-dimensional example uses the controls of a sextic even Landau potential:Here is a scalar order parameter, its conjugate field, and a thermal control. The equilibrium magnetization minimizes globally. At , , the boundary is a continuous phase transition. At , , the boundary is a first-order phase transition between and . The two boundaries meet at the tricritical point . A fixed strictly positive quartic coupling alone cannot produce this tricritical point; the stabilizing sextic term is essential when the quartic coefficient is tuned through zero.
The full phase diagram also contains the phase coexistence sheet between positive and negative ordered phases. Crossing it changes the sign of discontinuously. For , the three-phase line is the junction of this sheet and two tricritical wings, on which two unequal same-sign equilibrium magnetizations coexist at nonzero . The tricritical wing critical edges are lines of ordinary thermodynamic critical points; they terminate the first-order sheets and meet at the tricritical point. Away from these boundaries, varying produces a smooth crossover.
For an explicit construction of the tricritical wings, write their two coexisting order parameters as and , with and . Equality of their Landau free energies and first derivatives givesIndeed, for these controls the tricritical wing coexistence factorization isThe last factor is , proving that both specified minima are global. The reflected wing has negative and negative . Letting gives the tricritical wing critical edge , , ; there and . Letting recovers the three-phase line. This supplies the first-order sheets and their continuous boundary curves, rather than only a zero-field section.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 46 2 Solution Created 2026-10-03 Updated 2026-10-14
Write to distinguish inverse temperature from an order-parameter critical exponent. For the Ising model, define the full two-point correlation function and its connected correlation function in a translation-invariant phase. Away from a thermodynamic critical point, the large-distance envelope decays exponentially, possibly multiplied by a power of distance:This defines the correlation length in physical distance units when the limit exists. At a continuous phase transition, and the critical connected correlation function typically has algebraic decay , where is the anomalous dimension. Below the transition the full tends to , so the decay definition must use .
Let and be the extensive Helmholtz free energy. Holding the field-independent constant and other physical couplings fixed,Because the Hamiltonian contains , and . Translation invariance then proves the correlation-function susceptibility sum rule:In the ordered zero-field phase these statements refer to a selected pure thermodynamic phase; averaging equally over opposite magnetizations introduces the separate spin-mixture contribution to zero-field susceptibility.
A normalized blocking kernel satisfies . For example, assign one block spin to each block of microscopic spins using majority sign, with equal probabilities for a tie. Define the blocked Hamiltonian, retaining the entire generated operator space, byThe field-independent contribution belongs to the identity operator. With andsumming over proves exactly. Iterating gives and the same partition function with . Observables at large scales are reproduced by appropriately blocked observables and sources. Truncating the generated interactions makes this an approximation; dropping the additive constant already destroys the equality of free energies even when normalized spin expectations remain correct.
The extensive Helmholtz free energy is unchanged: . In contrast, its value per site changes because the number of sites changes. Define the reduced zero-constant free-energy density in the thermodynamic limit. The preceding equality yieldsand iteration proves the additive free-energy recursion under blocking:Equivalently . Thus the inhomogeneous source records the identity-operator contribution to renormalization-group free energy from eliminated short-distance degrees of freedom.
To express this recursion for the singular part, write , where is the regular analytic background. Then the same displayed recursion holds with andThis is the analytic subtraction of an inhomogeneous renormalization recursion. A purely analytic source can often be absorbed into , after which it does not control the leading singular powers. It is not legitimate simply to discard an analytic source in the full free energy, where it can dominate the regular background. Moreover an analytic monomial contributesIf , the sum is and hence generates a logarithm when : a renormalization-group free-energy resonance. Such a term cannot be discarded when describing that logarithmic singularity. Neglect of the inhomogeneous term in the leading power-law scaling therefore assumes that its regular part has been subtracted, that any remaining source only changes finite scaling amplitudes, and that there are no relevant resonances or marginal logarithms. Omitting an irrelevant operator further requires absence of a dangerously irrelevant coupling, whose vanishing limit can make a scaling function singular.
A renormalization-group fixed point obeys . Linearization gives ; in eigenvector coordinates . Positive label relevant operators, negative label irrelevant operators, and zero labels a marginal operator requiring nonlinear analysis. The critical surface is the stable manifold obtained by tuning all relevant scaling fields to zero. A repulsive renormalization-group trajectory leaves the fixed point along a relevant direction as the observation length increases. Locally a typical zero-field section has , , , so the critical surface attracts along , while trajectories with either sign of depart from it. A magnetic scaling field adds another relevant direction.
Renormalization-group saddle flow in a zero-field section and two relevant directions transverse to the critical surface
. Details. Under the stated homogeneous-scaling assumptions and after fixing irrelevant fields at their limiting values, two relevant scaling fields obey , . These fields are analytic coordinates near the renormalization-group fixed point, proportional to the physical reduced temperature and conjugate field to leading order. The singular free-energy density consequently obeysHere denotes the singular free energy per original site or unit volume, with regular dimensional factors absorbed; the extensive singular part is . Iterate and choose to obtain the scaling hypothesis for critical phenomena:The sign labels the two sides of the transition: describes , the disordered side, while describes , the ordered side. The two functions need not coincide; has the zero-field one-sided derivative appropriate to spontaneous magnetization. The numbers are scaling eigenvalues in logarithmic form: the corresponding discrete RG multipliers are .
The correlation length obeys . The same scale choice gives . Differentiating once and twice with respect to the conjugate field, and twice with respect to temperature, givesAt , instead choose the scale . Then and , so . Thus differentiation and scale matching establishThe first is the Widom scaling relation and the second the hyperscaling relation. The hyperscaling relation requires precisely the regular homogeneous scaling used here. Above the ordinary upper critical dimension, the quartic coupling is dangerously irrelevant in the ordered phase and this derivation cannot discard it: the mean-field critical exponents , do not obey for . At marginal dimensions logarithmic factors likewise require care beyond the displayed pure powers.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 46 1 b Solution Created 2026-10-03 Updated 2026-10-14
A continuous phase transition has a continuously vanishing order parameter and no latent heat. A first-order phase transition exchanges globally stable phases with discontinuous first derivatives of a thermodynamic potential; the order parameter generally jumps, and an entropy jump gives latent heat. In Landau theory the distinction is determined by global minima, not just by the appearance of additional stationary points.
For the uniform scalar potential with and , its stationary equation is . For , is the minimum; for , the minima are . They approach zero continuously as , giving an ordinary continuous transition.
For and , use the sextic potential. Write . Stationarity of a nonzero phase requires , while equality of its potential with requires . Eliminating yieldsAt this value the potential factors as , proving that the three stationary zeros really are degenerate global minima. Crossing this line makes the order parameter jump: the transition is first order. The disordered and ordered spinodal points instead occur at and respectively, delimiting metastability; these are not the equilibrium transition. If the symmetry allows a cubic term, that term can also produce a first-order transition.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 46 1 d Solution Created 2026-10-03 Updated 2026-10-14
Critical exponents describe leading singular powers near a continuous phase transition. For reduced temperature , common definitions are the spontaneous order parameter , magnetic susceptibility , singular heat capacity , correlation length , and the critical equation of state . At criticality the connected correlation function has decay power .
In Landau theory, solve the stationary equation, evaluate its stable minimum, and differentiate with respect to the conjugate variables. For a scalar quartic theory with , , the equation of state is . Its ordered solution and differentiated response give and , calculated explicitly in the unheaded solution below. At the same equation gives . The minimized zero-field singular potential is zero above the transition and below, giving a heat-capacity jump and . Expanding the gradient functional about a stable minimum gives inverse quadratic response , so and the Gaussian critical decay has .
These are mean-field critical exponents. Renormalization group methods obtain fluctuation-corrected powers from fixed-point scaling dimensions; they need not equal the Landau values below the upper critical dimension. At a marginal dimension logarithms can supplement the leading powers.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 51 1 b Solution Created 2026-10-03 Updated 2026-10-14
In a first-order phase transition, two distinct global minima of the Landau free energy have equal values and exchange stability. The equilibrium order parameter jumps, and a first derivative of the equilibrium free energy is discontinuous. Depending on the direction through the phase diagram, that derivative can be magnetization, entropy or another conjugate quantity; a first-order transition need not have latent heat along every chosen path.
In a continuous phase transition, the equilibrium order parameter changes continuously while the curvature at the critical minimum vanishes. For and , is stable for , but for the stable minima have . The order parameter therefore goes continuously to zero at ; the inverse magnetic susceptibility vanishes there.
For , the sextic term stabilizes the Landau free energy. The nonzero minima can become favorable while still has positive curvature. At they coexist with , so the order parameter jumps to magnitude . Finding a stationary point alone does not locate the transition: equilibrium requires comparing the values of all competing minima. Spinodal boundaries describe loss of local stability, not coexistence.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 51 1 Solution 2026-10-14
A phase diagram partitions a space of thermodynamic controls into regions with distinct equilibrium phases. Its boundaries indicate phase coexistence or continuous phase transitions; a critical point is a termination of coexistence where the distinction between phases disappears. A concrete three-dimensional control space is for the Blume–Capel model: a spin can be or , the exchange favors aligned nonzero spins, and controls the energetic cost of nonzero spins. Varying changes the balance between a continuous ordering transition and a first-order phase transition. Their meeting is a tricritical point.
Locally, the same structure is displayed by the Landau free energywith three controls . For , the line consists of ordinary critical points. For , equal free energies of and a nonzero stationary point requireEliminating gives the tricritical three-phase lineHere and both signs of coexist, with a discontinuous order parameter. Below this line, or below when , the plane is an ordered phase coexistence sheet: crossing it reverses the sign of . Two tricritical wings also extend to nonzero , separating weakly and strongly magnetized states of the same sign. Their ordinary critical points satisfy . Since , their tricritical wing critical edges areAt these edges , giving an ordinary quartic critical expansion around . All these structures end at the tricritical point . The diagrams show both the zero-field section and the genuinely three-dimensional coexistence structure.
For the final critical exponent calculation, take with , , and hold the other controls fixed. At an ordinary critical point, the quartic term dominates the sextic term. For and ,whereas on the disordered side the singular contribution is zero. Two temperature derivatives give a finite jump in heat capacity, so . At , the equation of state is , so .
Along the tricritical trajectory , the nonzero minimum obeys andThus two temperature derivatives produce . At , . Therefore the mean-field critical exponents areWith the thermodynamic free energy, the physical sign is , rather than the positive sign printed in the paper. This correction affects the sign of the heat capacity, not its critical exponent. The tricritical result assumes that the independent quartic control is tuned to zero; a generic trajectory through nearby ordinary critical points need not have these exponents.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 51 2 Solution Created 2026-10-03 Updated 2026-10-14
Write , with the Boltzmann constant. For independent Ising spins, the one-site partition functions on the two sublattices are and . Differentiating each logarithm with respect to its local field givesAt , the two sublattices experience opposite fields, so spin reversal combined with sublattice exchange leaves the Hamiltonian invariant and gives .
For the antiferromagnetic Ising model, take sites, equal sublattice sizes and neighbors per site. There are bonds counted once. The two-sublattice Ising mean-field approximation expands each bond asand drops only the product of fluctuations. Summing the remaining terms givesThe printed constant omits ; for a total Hamiltonian with unnormalized spin sums, this factor is necessary. Applying the independent-spin calculation now givesThe mean-field approximation is favored by large coordination number: averaging many neighbors reduces local relative fluctuations. The size of critical fluctuations still has to satisfy the Ginzburg criterion; high dimension is a reason for validity, not permission to discard every correlation in every regime.
Antisymmetric solutions and the transition. At , putting makes both equations reduce to . A zero-field continuous transition concerns as well: nonzero explicitly selects the staggered sign and rounds this critical bifurcation. Put . The graphical intersections of and give only for . For there are additionally two nonzero intersections : on , is strictly concave, initially increases, and is negative at , so there is exactly one positive root. Spin reversal supplies the negative root. The origin becomes unstable in the staggered direction, whereas the nonzero roots have and are stable. Expanding about the bifurcation givesThus turns on continuously, with and order-parameter critical exponent .
Uniform solutions. At , imposing instead gives . The function has derivative , is negative at and positive at , and consequently has exactly one zero for every positive temperature. At this zero is . Antiferromagnetic exchange opposes uniform polarization, so the uniform branch has no ferromagnetic ordering bifurcation. This does not remove the antisymmetric solutions below , or exclude transitions of staggered order in the full problem at nonzero uniform field. In particular, uniqueness on the diagonal is not uniqueness of all solutions.
Free energy and stability. The appropriate off-shell two-sublattice Ising variational free energy is the energy minus temperature times the independent-spin entropy. DefineThere are bonds and spins of each kind, so the free-energy density per site isSince , stationarity givesand the analogous equation for ; these are exactly the two mean-field self-consistency equations. On a stationary solution, the identity gives the equivalent on-shell expressionThe entropy form must be used to compare off-shell variations; treating this latter auxiliary expression as the variational potential would give spurious stability conclusions.
Using and , givesThis includes the requested quadratic expansion and first-order field terms. The positive quartic coefficient verifies a continuous phase transition in when the staggered quadratic coefficient changes sign at . The uniform quadratic coefficient remains positive.
Susceptibilities and a printed error. On a stable zero-field ordered branch let and . Since the derivative of is , differentiating the two equations with respect to the uniform field givesTheir sum and difference yieldThe difference equation is ; stability implies for . Symmetry also explains the zero result: a uniform perturbation changes the two sublattice magnetizations equally to first order, and hence does not linearly change the staggered magnetization. This is a cross response to , not the magnetic susceptibility to the staggered field .
The displayed in the source instead contains . It cannot follow from differentiating the stated equations. A decisive limiting check is : vanishes exponentially and the actual uniform response tends to zero, whereas the printed expression tends to . Above , and the same linear system givesFor comparison, the actual staggered susceptibility is , becoming above . Its divergence, rather than a divergence of the uniform response, detects antiferromagnetic criticality.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 51 1 c Solution Created 2026-10-03 Updated 2026-10-14
At a continuous phase transition the equilibrium order parameter tends continuously to its critical value, there is no latent heat, and the correlation length diverges. For at zero field, minimizing gives when and when . These minima join continuously at . The minimized singular free-energy density is zero above and below, so its first thermal derivative is continuous, while its second derivative has a finite jump in mean-field approximation.
A first-order phase transition instead has competing minima whose free energies cross while their order parameters remain distinct. The first derivatives of the equilibrium free energy generally jump; along a temperature-driven crossing this gives latent heat. For the symmetric sextic potential with , let . At phase coexistence, the stationary points and equality of the two free energies requireEliminating gives , henceAt coexistence , proving that all three degenerate minima are global. The equilibrium order parameter jumps from zero to one of the two nonzero values even though . The disordered minimum loses local stability at , and the nonzero stationary points first appear at . These spinodal points delimit metastability and are not the equilibrium transition line. Cubic terms, when symmetry permits them, provide another common route to a first-order transition.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 50 1 c Solution Created 2026-10-03 Updated 2026-10-14
A first-order phase transition exchanges distinct global minima of the Landau free energy; the order parameter jumps and a thermal crossing generically has latent heat. A continuous phase transition has minima merging continuously and a diverging correlation length. A local loss of stability at a spinodal point is not the equilibrium coexistence condition.
For the sextic even Landau potential, write . At a nonzero zero-field stationary point, . To coexist with , also require . Eliminate to obtain and , which requires . On this locusproving that all three equal minima are globally stable. Their curvatures are at zero and at the nonzero minima, so the correlation length is finite when is fixed. For , by contrast, the nonzero minimum approaches zero as , giving the ordinary continuous transition. At fixed and , crossing exchanges the two ordered minima discontinuously even though the zero-field thermal transition at is continuous.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 43 1 b Solution Created 2026-10-03 Updated 2026-10-14
Use the connected correlation function , since the disconnected constant in an ordered phase does not measure fluctuation decay. Away from criticality its large-distance exponential defines the correlation length:when that limit exists. Algebraic prefactors do not affect this definition.
Expand the Landau-Ginzburg theory about a stable homogeneous minimum . With , the quadratic fluctuation energy is . The Gaussian functional integral givesThis Ornstein--Zernike correlation function shows why the curvature of the free-energy minimum controls correlations. At a continuous phase transition that curvature vanishes, allowing long-range fluctuations. In the ordinary quartic theory with , above the transition and on either ordered branch below, so on both sides. At an equilibrium first-order transition the competing minima generally retain nonzero curvature, and the correlation length remains finite. The limit of local stability at a spinodal point is a distinct mean-field phenomenon.






