Past exam of the condensed matter physics course of the University of Oxford 2022 4 d ii Solution 2026-10-25
With , the measured effective paramagnetic moment gives the Landé g-factorFor the free-ion Hund's rules values , , , the stated formula yieldsThusThe source fit is consistent with the unquenched orbital magnetic moment of the free praseodymium ion, within graphical accuracy. Small deviations need not indicate a change of electron configuration: crystal field splitting, interactions and the fit range can affect a measured magnetic susceptibility.
The terms in the Brillouin function cancel. Keeping the linear terms givesConsequently,Use the dimensionless SI magnetic susceptibility and , as in the source's molecular-field convention. The Curie law isIf susceptibility is instead defined as , its coefficient is and is dimensionful. The SI convention above makes the subsequent Curie–Weiss law and consistent.
Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 72 2 b Solution Created 2026-10-03 Updated 2026-10-14
A further derivative gives the magnetic susceptibility within a selected pure thermodynamic phase:Assuming a finite nonzero zero-field amplitude on the branch considered, comparison with givesTogether with part (a), this proves the Rushbrooke scaling relation and the Widom scaling relation . Below the transition, use the one-sided response of an ordered phase; differentiating through the cusp of the equilibrium free energy at would include phase switching rather than this critical response.
Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 72 2 d Solution Created 2026-10-03 Updated 2026-10-14
First interpret the displayed critical correlation function as the connected correlation functionAbove the transition at zero field the subtraction is zero; in an ordered phase it is essential. For a dimensionless source coupled to the total magnetization , differentiating twice gives . Translation invariance then proves the correlation-function susceptibility sum ruleInsert the scaling form, use spherical coordinates and set :For , finite nonzero and an integrable large- tail, the last integral tends to a finite nonzero constant. Microscopic separations add an analytic response background. Thus the singular magnetic susceptibility obeys , and at zero field gives the Fisher scaling relationA dimensional magnetic field would add a nonsingular inverse-temperature prefactor. Integrating the full unsubtracted ordered-phase correlation function instead would yield a volume-divergent term , which is not the intrinsic susceptibility appearing in this exponent identity.
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 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 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 2002 iii Paper 69 3 a Solution Created 2026-10-03 Updated 2026-10-14
The scaling hypothesis for critical phenomena describes the singular part of the equilibrium free-energy density, rather than its analytic background. For an isotropic system in spatial dimension , with thermal scaling field and conjugate field , writeThis follows from coarse graining near a renormalization-group fixed point: a correlation volume is enlarged by , while the relevant thermal and field perturbations grow with their eigenvalues. Choosing givesThe two functions describe the two sides of the transition. Nonuniversal metric factors multiplying must be allowed when comparing microscopic models. Exponents and suitably normalized scaling functions or amplitude ratios characterize a universality class.
Differentiating the free-energy density gives the order parameter , magnetic susceptibility and singular heat capacity proportional to . ThusThe subscript distinguishes the order-parameter exponent from inverse temperature. At , choose to obtain , with . These derivatives imply the Rushbrooke scaling relation and the Widom scaling relation . Equivalently, the equation of state has , with .
The correlation length scales as , . At criticality the connected correlation function behaves as , giving . Integrating over a correlation volume gives and hence the Fisher scaling relation . The hyperscaling relation expresses one singular free-energy contribution per correlation volume.
These laws organize measurements: plotting against collapses near-critical curves onto the appropriate scaling function. A finite system replaces the divergent length by its size ; the corresponding prediction is under the same scaling assumptions. Finite size rounds a sharp thermodynamic singularity.
The hypothesis has a domain of validity. At a renormalization-group fixed point one generally needs , including other scaling fields. Ordinary irrelevant couplings can be set to zero in a nonsingular limiting scaling function. A dangerously irrelevant coupling cannot: above the upper critical dimension of scalar quartic theory, the quartic term is irrelevant at the Gaussian point but still stabilizes the ordered phase. Consequently naive hyperscaling fails there even though other exponent relations can remain valid. Marginal variables can produce logarithms, anisotropic systems require the appropriate volume exponent, and the Berezinskii–Kosterlitz–Thouless transition has an essential correlation-length singularity instead of a finite power-law . Scaling theory relates observables through a small number of fixed-point dimensions; it does not make analytic backgrounds, marginal logarithms or dangerously irrelevant variables disappear.
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 3 Solution Created 2026-10-03 Updated 2026-10-14
Changing the ultraviolet cutoff changes which fluctuations remain explicit. Integrating out a shell of Fourier modes shifts the coefficients of all symmetry-allowed operators and a field-independent constant. Hence the cutoff-dependent coefficients are chosen so that the remaining partition function and long-distance observables reproduce the same microscopic system. This is the Wilsonian coarse-grained statistical Hamiltonian; retaining only the printed operators is a local derivative expansion, not an exact closure.
In a massive symmetric phase, the quadratic long-wavelength inverse two-point function has the form . Its Landau scalar correlation length satisfies in this approximation. For canonical normalization of a scalar gradient term, set ; then the mass and quartic coefficients become and . With this normalization the infrared mass is the inverse correlation length, , within the massive quadratic or one-loop approximation. More generally the decay rate is a pole mass, whereas the zero-momentum inverse magnetic susceptibility is a curvature mass; an anomalous dimension or nontrivial momentum dependence can distinguish them. In the ordered phase one must first expand about a selected stable equilibrium magnetization, rather than identify a negative quadratic coefficient at the unstable origin with a squared inverse correlation length. Thus the intended mass identification includes a field normalization and a stable-phase qualification.
For momentum-shell renormalization group, split , retaining and eliminating . DefineTaking a logarithm gives the cumulant expansion of a coarse-grained free energy. For a centered fast Gaussian measure with , the first quartic cumulant isThe Wick contractions give a mass shift and an identity-operator contribution, while leaving the quartic term at this order. The second cumulant produces higher interactions and a quartic correction. After the length and field rescalings and , the gradient coefficient remains one, andThe one-loop shell mass renormalization in scalar quartic theory explicitly shows why the critical bare mass is shifted by fluctuations.
Assume short-range interactions, an analytic even local potential, a positive gradient coefficient, and a weak-coupling trajectory in the basin of the Gaussian fixed point. Above four dimensions the quartic interaction has negative engineering dimension and its dimensionless strength decreases under coarse graining; higher local powers and higher derivative terms also decrease. After absorbing analytic short-distance shifts into the coefficients, long-wavelength fluctuations are small compared with the ordered order parameter. The remaining coarse Landau free energy can therefore be evaluated at its stable saddle:The quartic stabilizer must still be retained for the ordered minimum even though it is dangerously irrelevant. Stationarity, , gives the ordinary Landau-Ginzburg theory and its mean-field critical exponents. This derives the saddle approximation from decreasing fluctuation strength under the stated RG assumptions; it does not assume that every exact coarse-grained functional becomes a quartic polynomial. Below four dimensions the quartic coupling grows, long-wavelength loop corrections cease to be small, and the argument fails. At four dimensions the interaction is marginal and generates logarithmic corrections. The tuned sextic theory has the analogous boundary at three dimensions.
Use a consistent Fourier transform pair for the connected correlation function:The printed forward-transform expression integrates over while leaving free; that integration variable is an error. The above convention resolves it and produces the loop measure used below. At zero magnetization, ; otherwise the disconnected product of expectations must be subtracted.
In the inverse-propagator identity used here, the truncated two-point function means the full one-particle-irreducible two-point vertex, including its free quadratic part. This convention differs from using “truncated” for a connected cumulant. To derive the inverse relation, introduce , and the effective action . Then and the chain rule gives . Since is the connected correlation function, translation invariance gives .
Now use canonically normalized coefficients, denoting the cutoff mass by and the renormalized infrared mass by . Choose the free propagator and put in the interaction as a quadratic counterterm. With the Euclidean self-energy convention in which an insertion changes the connected propagator by , the perturbative series beginsThe self-energy sums one-particle-irreducible loop insertions; the explicit mass counterterm is kept separate. Repeated insertions generate the geometric Dyson resummation, which explains why reducible chains occur in but not as independent terms in its inverse. Beyond one loop a momentum-dependent self-energy and wave-function renormalization must also be included.
At one loop the only quartic two-point graph is the tadpole diagram. At a vertex, attaching the two labeled external fields uses choices and contracts the remaining two fields together. The factor is . Equivalently this is the same quadratic term in the shell cumulant expansion above. ThusIt is positive for and independent of external momentum, so there is no one-loop gradient renormalization. The condition implies , henceThe cutoff is necessary: the unregulated integral is ultraviolet divergent for . Using the renormalized mass internally is a self-consistent one-loop organization, not an exact resummation of all critical fluctuations. With nonunit , this formula instead applies to , after canonical normalization of a scalar gradient term.
To test a linear thermal mass, approach the ordinary transition from the symmetric side and set . For the massless tadpole is infrared finite. Subtract its critical value, absorb regular temperature dependence of the coupling into a nonzero thermal coefficient , and write . The one-loop critical-mass subtraction giveswhereFor , is finite, so the bracket tends to a finite constant and is self-consistent. At ,and the growing logarithm obstructs an asymptotically constant linear coefficient at nonzero coupling. For , put to obtainThe divergent bracket then invalidates the assumed linear thermal mass. The radial critical-mass subtraction in dimensions three to five gives explicit checks of all three behaviors. For , the massless tadpole subtraction itself is infrared divergent; that failure of the Gaussian expansion does not prove absence of an interacting transition. Therefore the ordinary upper critical dimension is , with the unmodified Landau-Ginzburg theory asymptotically justified by this test only for . Exponents inferred by solving the self-consistent one-loop equation below four dimensions would not be exact interacting exponents.
For a tricritical point the renormalized quartic coefficient must be tuned to zero, and a positive sextic interaction stabilizes the order parameter. The gradient term gives the scalar field engineering dimension . A coefficient of therefore has dimension , which becomes marginal at . This gives . A direct Ginzburg criterion reaches the same result: long-wavelength variance in a correlation volume iswhile the tricritical saddle has . Their ratio scales as , vanishing only above three dimensions. At three dimensions it is marginal; below three it grows. In contrast the ordinary saddle gives a ratio . Both calculations assume the thermal mass is measured relative to its shifted critical value. A sextic interaction generates quartic terms under coarse graining, so tricriticality requires tuning the renormalized quartic scaling field as well as the mass.
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 2004 iii Paper 46 1 e Solution Created 2026-10-03 Updated 2026-10-14
A tricritical point occurs when a first-order boundary meets a continuous-transition boundary. In the spin-inversion-symmetric sextic Landau free energy, two independent parameters must tune , while keeps the potential stable. In the plane, the continuous boundary is , and the first-order boundary is . They meet at the tricritical point; the order-parameter jump on the first-order side tends to zero as . The first panel shows this phase diagram, including the metastability limits derived above.
Along the tuned line , the equation of state is . Thus on a selected ordered branch, rather than the ordinary square-root behavior. Differentiation gives inverse magnetic susceptibility above and below, while at criticality . Hence the mean-field tricritical exponent calculation yields , , ; the minimized potential also gives . These tricritical powers require tuning the quartic coefficient, not merely varying a generic temperature path. The ordinary scalar exponents requested separately are calculated next.
Scalar sextic Landau phase diagram with a tricritical point, and quartic metastable hysteresis branches
. Details. Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 46 1 Solution 2026-10-14
For the requested ordinary critical point take , , and the quartic Landau free energy . At , minimization gives . Choosing the positive pure thermodynamic phase,For the magnetic susceptibility, differentiate the equation of state at fixed temperature:Both sides diverge as , with different amplitudes, soThe one-sided field limit below the transition selects a pure phase; differentiating the symmetric finite-volume mixture would instead include its macroscopic switching response.
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 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 d Solution Created 2026-10-03 Updated 2026-10-14
Universality means that systems with different microscopic interactions can have the same asymptotic critical behaviour. Under renormalization-group flow, irrelevant microscopic differences shrink, and systems whose critical flows approach the same renormalization-group fixed point belong to one universality class. Important determinants are spatial dimension, order-parameter symmetry and number of components, the range of interactions and any additional relevant constraints. Microscopic Bravais lattice shape alone does not normally change the short-range scalar universality class.
Critical exponents, properly normalized scaling functions and certain dimensionless amplitude ratios are universal within a universality class. For example, the universal specific-heat amplitude ratio compares the two singular amplitudes above and below the transition, canceling their common normalization factors. Scaling functions require choices of thermal, field and length metric factors before comparisons between microscopic systems make sense. The critical temperature, critical field, Bravais lattice spacing, individual correlation-length and magnetic susceptibility amplitudes, and analytic free-energy backgrounds are not generally universal. Thus two models can share critical exponents without sharing their transition temperature or the absolute size of their response.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 51 1 f Solution Created 2026-10-03 Updated 2026-10-14
A tricritical point occurs when the continuous and first-order transition lines meet. In the symmetric sextic Landau free energy this requires tuning two coefficients, , while stabilizes the potential. For , the zero-field transition lies on and is continuous. For , the coexistence curve is . The order-parameter jump satisfies and shrinks to zero as the tricritical point is approached. The labelled phase diagram below uses as local coordinates; two independent physical controls, such as temperature and composition, can provide these coordinates.
Along the tricritical tuning , the equation of state is . At zero field the ordered solution is , and the critical isotherm has . The inverse magnetic susceptibility is above and below. The minimized singular potential is below, so differentiating twice thermally gives a singularity. These calculations giveThe correlation-length and correlation-function exponents follow from the same quadratic gradient term. A generic path with a nonzero positive quartic coefficient instead has ordinary critical behaviour; observing tricritical powers requires the extra tuning. The sextic coupling is marginal in three dimensions, giving tricritical upper critical dimension three and logarithmic corrections there.
Zero-field sextic Landau phase diagram with continuous and first-order boundaries meeting at the tricritical point, and dashed spinodal limits
. Details. Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 51 2 Solution Created 2026-10-03 Updated 2026-10-14
Use for inverse temperature, to distinguish it from the order-parameter critical exponent . In a translation-invariant pure thermodynamic phase, the connected two-point correlation function isFor finite correlation length, at it decays exponentially, possibly with an algebraic prefactor; is the asymptotic exponential decay rate. Below an ordered transition the pure phase is selected by taking the thermodynamic limit before or . A zero-field symmetric mixture of the two ordered phases has a nondecaying connected term and does not describe the usual pure-phase magnetic susceptibility.
Let denote extensive physical free energy and . Since the field contributes to the statistical Hamiltonian, differentiation givesExpanding the variance and using translation invariance proves the correlation-function susceptibility sum rule:The sum includes . If the source is instead defined as the dimensionless quantity , the corresponding derivative omits the displayed inverse-temperature factor.
A real-space renormalization group step of length factor uses a local blocking kernel satisfying . For example, a deterministic majority-spin rule assigns one coarse Ising spin to each block; tied blocks can be resolved with equal probabilities. Define the blocked statistical Hamiltonian byThe spacing becomes . All generated interactions, including multispin terms and the field-independent constant, must be retained for an exact transformation. Summing over uses normalization to prove . Iteration gives and .
The coarse probability law is the exact marginal law of these block variables. Indeed, for any coarse observable , its expected value is the microscopic expected value of . A blocking rule that retains the long-wavelength order-parameter mode, with source and observable transformations tracked, therefore retains long-distance response and correlation functions. Their field normalization may change, while their physical length scales and critical singularities do not. Partition-function equality alone would not justify this assertion for an arbitrary kernel that discards all slow variables. Truncating the generated operator family is likewise an approximation.
For the free-energy recursion use dimensionless free energy per site,in the thermodynamic limit. Exact partition-function invariance gives . If one step sends to , the coefficient records the identity-operator contribution from eliminated fluctuations and normalization. ConsequentlyRepeated substitution derives the additive free-energy recursion under blocking:In physical energy units, divide this convention by . The additive term is essential for absolute free energies even when it does not affect the leading critical powers.
A renormalization-group fixed point satisfies . Linearize in scaling coordinates so that . A relevant operator has , an irrelevant operator has , and a marginal operator has with behaviour decided by nonlinear terms. Thus the eigenvalues of the discrete linear map are ; the sign criterion applies to the generator exponents , not to the discrete multipliers. The critical surface is the stable manifold on which every relevant scaling field has been tuned away. Irrelevant coordinates flow to the renormalization-group fixed point along it. A repulsive renormalization-group trajectory leaves the renormalization-group fixed point along an unstable relevant direction, ultimately entering a noncritical phase or another scaling regime.
Local renormalization-group flow in the zero-field slice: attraction along the critical surface and repulsion in the thermal direction
. Details. To separate the singular free-energy density from its regular background, suppose the eliminated-mode contribution is analytic near the renormalization-group fixed point. Look for an analytic background satisfying . Then satisfies . In linear thermal and field coordinates, an analytic monomial has background coefficientprovided the denominator is nonzero. This explicitly explains when analytic subtraction of an inhomogeneous renormalization recursion works. The printed inhomogeneous equation may describe the free-energy function before this subtraction, or a singular part defined only up to analytic terms. The inhomogeneous sum need not be small compared with the full free energy: an analytic constant can dominate a vanishing singular contribution. It can be omitted in deriving leading singular powers after regular subtraction, provided no renormalization-group free-energy resonance, marginal logarithm or dangerously irrelevant coupling obstructs the homogeneous critical asymptotics. At a renormalization-group free-energy resonance , additive logarithms can remain, so simply dropping the term would miss them.
Suppose there are exactly two relevant scaling fields, thermal and magnetic , with positive exponents , and the remaining fields approach a regular limit. Physical reduced temperature and magnetic field agree with these coordinates to leading order, up to nonuniversal metric factors. The homogeneous scaling hypothesis for critical phenomena isas an asymptotic scaling equation. Choose to make the thermal argument or . Defining givesThe two functions describe respectively and : approaching the transition from disordered and ordered sides need not give the same function. In particular the ordered zero-field function has one-sided derivatives associated with spontaneous magnetization. Metric factors multiply this formula in different microscopic normalizations.
The correlation length in Bravais lattice units obeys . At , the same choice of gives . Two thermal derivatives of give . One and two field derivatives give, respectively, and , assuming the relevant branch amplitudes are nonzero. At , choose ; then , so . HenceSimple algebra now gives the Rushbrooke scaling relation and the hyperscaling relation . Also , giving the Widom scaling relation. These statements refer to leading singular contributions with the homogeneous two-field scaling assumptions. Above the upper critical dimension, the quartic coupling is dangerously irrelevant because it is still needed to stabilize the ordered phase; ordinary mean-field critical exponents then satisfy Rushbrooke and Widom but generally not hyperscaling. Marginal logarithms also require qualifications at the upper critical dimension.
For the connected-correlation scaling form , the function tends to a finite nonzero value as and decays exponentially at large , up to powers of , in a massive short-range phase. The scaling ansatz alone does not fix that prefactor. If the usual massive Gaussian field correlation tail applies, matching the powers gives , with a correlation-length-dependent amplitude in fixed by matching the critical scaling form.
In physical coordinates the lattice sum has site-density factor . Its long-distance singular part therefore giveswhere is the area of the unit sphere in dimensions. For , finite , an integrable exponential tail and a nonzero integral, the last factor tends to a finite nonzero constant as . Microscopic distances contribute a regular background. Thus , proving the Fisher scaling relationEquivalently the field has scaling dimension , so its conjugate field has , which gives the same identity from the exponent formulas above.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 50 2 Solution Created 2026-10-03 Updated 2026-10-14
Use for inverse temperature, to distinguish it from the order-parameter exponent. In a translation-invariant pure thermodynamic phase, the connected correlation function isThe subtraction is essential below the transition. Its exponential correlation length is defined by , with direction specified if the lattice is anisotropic. Away from criticality, has a tail proportional to times an algebraic prefactor. In the massive continuum scalar approximation that prefactor is ; at criticality the exponential cutoff disappears and instead. The large-distance limit here is , as the PDF shows.
Let . With the energy convention , the magnetization per site and magnetic susceptibility areWriting , direct differentiation of the partition function gives . Thus the correlation-function susceptibility sum rule isIn physical continuum coordinates the lattice sum becomes , so omitting the site-density factor would change the normalization. A derivative with respect to the dimensionless source instead absorbs the explicit inverse-temperature factor.
An exact renormalization-group transformation with length factor can be defined by a nonnegative normalized blocking kernel satisfying . A deterministic majority rule is one example; randomized tie-breaking preserves its normalization. Define the blocked energy, including its constant, bySumming over proves . All generated operators must be retained for this identity to remain exact; a finite-coupling truncation is an approximation. After iterations, and the spacing is . Long-distance physics is preserved because this is a marginalization of microscopic probabilities, with observables and sources transformed along with the energy. It integrates short-distance variables rather than changing their effects on retained observables. Physical lengths remain fixed even though the correlation length in units of the new spacing is reduced by .
For clarity, now use dimensionless free energy per site . Exact equality of the partition functions givesA constant microscopic energy shifts every blocked weight by the same factor, so . Substitution at one step yields the additive free-energy recursion under blockingInduction now gives the requested relationThe function is the identity-operator contribution to renormalization-group free energy: it records eliminated-mode entropy, integration constants and normalization factors. A free-energy function satisfying this inhomogeneous equation need not be purely singular until its analytic background has been subtracted.
At a renormalization-group fixed point, . Linearize in scaling coordinates so . Here is a scaling exponent, not the discrete multiplier itself. A positive gives a relevant operator, a negative one an irrelevant operator, and zero a marginal operator. The critical surface is the stable manifold: tune every relevant scaling field to zero and the irrelevant coordinates flow toward . A repulsive renormalization-group trajectory leaves along a relevant direction; it can still have irrelevant coordinates contracting toward that manifold. The plot shows the section when temperature and field are relevant: is the critical line in this section, while an independent nonzero field is another direction away from criticality.
Renormalization-group trajectories near a critical fixed point, showing thermal repulsion and irrelevant contraction in the zero-field section
. Details. The inhomogeneous term cannot simply be discarded from the full free energy. If an analytic background solves , its subtraction leaves obeying homogeneous scaling. For example, in linear thermal and field coordinates, a source monomial is removed byWhen the denominator vanishes, the source is resonant and can instead produce a logarithm. Thus the homogeneous singular equation is justified after analytic subtraction when there is no relevant resonance affecting the leading singularity, no marginal logarithm that has been omitted, and no singular dependence on a dangerously irrelevant coupling. Merely saying that is regular is insufficient to discard the whole weighted sum without this analysis.
Under these assumptions, with two relevant scaling fields , choose so that is of order one. The scaling hypothesis for critical phenomena then givesWriting recovers the PDF's notation:The sign labels the two matching branches and , which enter different phases when the flow leaves the critical neighborhood. The constants retain a branch-dependent identity contribution or a chosen split of the scaling function. They are determined by the same matching problem, not independently adjustable nonuniversal free-energy offsets. An arbitrary analytic offset from belongs to the subtracted background. The formula describes the singular part; adding that background recovers the full physical free energy.
At , restore the common metric factors as . Their ratio at equal is , proving the expected universal singular free-energy amplitude ratio because and cancel. The ratio of full free energies including an arbitrary regular is not universal; zero amplitudes and logarithmic resonances also require separate treatment.
The critical exponents are obtained by rescaling and differentiating, not by identifying them with the discrete multipliers. The correlation length obeys , hence . Two temperature derivatives of give , while one and two field derivatives give the ordered magnetization and susceptibility powers. ThusFor , instead set and choose the blocking scale by , obtaining and then differentiate. A nonzero spontaneous ordered-branch derivative is assumed in the formula for . In particular the hyperscaling relation is . Its physical assumption is an order-one singular free energy per correlation volume, with a single diverging length and no dangerous variable changing its volume scaling. Above the upper critical dimension, a stabilizing quartic coupling can invalidate that assumption even though the correlation length still scales.
For the last model, take the quadratic Hamiltonian exactly as visually printed: its source term is , outside the half multiplying the gradient and mass terms. With and , its connected quadratic covariance is proportional toThe pole scale, or the massive Gaussian field correlation tail obtained by its Fourier transform, givesThe uniform source shifts the mean to and does not change the connected covariance. Replacing by matches the earlier magnetic source convention without changing any scaling index.
Define a Gaussian thinning transformation by retaining momenta , integrating the Gaussian shell, and rescalingThe gradient coefficient is unchanged. Counting volume and field powers in the remaining action givesShell integration contributes only the additive determinant term. Thus when the thermal variable is proportional to , and . Inserting these into the homogeneous index formulas gives the requested Gaussian critical exponentsThe specific-heat power can also be verified without hyperscaling: two mass-squared derivatives of produce an integral proportional to . For , rescaling gives ; at the divergence is logarithmic, with power index zero. At the determinant itself has an additive resonance, although its heat-capacity power remains one.
There is a genuine limitation to the last printed request. The Gaussian order-parameter scaling index is formal: a pure quadratic theory has at , and at the uniform energy is unbounded below, so its partition function diverges. It therefore has no stable ordered branch from which a spontaneous-magnetization exponent can be measured. The thinning derivation establishes the index requested by the PDF, but not a nonexistent ordered phase. A stabilizing quartic interaction is relevant for and generally changes these Gaussian indices to the interacting critical ones.




