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 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 2006 iii Paper 51 3 Solution Created 2026-10-03 Updated 2026-10-14
A partition function sums the Boltzmann weights of all states: for discrete states, or the corresponding integral for continuous fields. It normalizes equilibrium probabilities. Its physical Helmholtz free energy is , and its free-energy density is . With a momentum ultraviolet cutoff , a scalar-field example isThe normalization of the functional measure and field-independent energy terms must be tracked when discussing absolute free energy.
Choose a smaller cutoff and split the field into retained modes with and eliminated modes with . Define the Wilsonian coarse-grained statistical Hamiltonian bySubstitution into the partition function proves for every intermediate cutoff. A source retained in this definition similarly preserves long-wavelength connected correlation functions and response. Thus the coefficients in a Hamiltonian density must run with : the dependence induced by eliminated modes compensates the dependence of the remaining field integral. Holding the original bare coefficients fixed while changing the cutoff would generally change the system. Exact integration generates all interactions allowed by symmetry, including higher powers, derivative terms and an additive constant; a local derivative expansion or a truncation to a few couplings is an extra approximation.
Cutoff independence makes arbitrary intermediate coarse-graining scales unphysical. It allows calculations at the scale of the observable, avoids repeatedly resolving irrelevant short-distance details and exposes the renormalization-group fixed points responsible for universality. A microscopic cutoff, such as a Bravais lattice spacing, can still label a physical microscopic model; taking it to infinity as a continuum limit requires tuning appropriate bare couplings. This is distinct from lowering an intermediate Wilsonian cutoff in a fixed model.
To interpret the zero-cutoff limit, define , the spatially uniform mode of the order parameter. Keep this mode fixed and integrate the others, rather than integrating over too. Write , with , and define the constrained order-parameter free energy byIn a finite periodic box, once is below the smallest nonzero momentum, all nonconstant modes have been eliminated. The remaining effective energy is , so its defining integral is exactly . Therefore, with consistent normalization,When denotes this uniform effective Hamiltonian density, this is the stated identification of with its zero-cutoff limit. It requires a free-energy density constrained at fixed , not the unconstrained extensive free energy; all integrated fluctuations and additive constants are included, the zero mode in field theory is retained, and a density for the uniform configuration is well defined. The finite-volume argument avoids an interchange of the thermodynamic and cutoff limits without justification. On a homogeneous pure-phase branch one may use a local potential description, while a thermodynamic limit allowing phase separation can convexify the constrained potential. A bare nonconvex Landau polynomial is accordingly a homogeneous-branch approximation, not a claim that the exact equilibrium Legendre potential stays nonconvex.
In a field , the remaining integral is , up to the consistently chosen zero-mode measure. The thermodynamic saddle then gives and selects the equilibrium magnetization. Landau theory assumes that the relevant uniform potential can be approximated by a regular analytic expansion in , with symmetry-constrained coefficients, and minimizes it. At tree level the integrated fluctuations are neglected, recovering the familiar bare polynomial. With fluctuations retained, the coefficients run and can become singular near criticality; the zero-cutoff identification of constrained free energy alone does not justify mean-field critical exponents.
For an ordinary short-range scalar thermodynamic critical point, the leading interaction is quartic. Absorb inverse temperature and the gradient coefficient into field normalization and writeScale and to leave the gradient term invariant. The quartic term changes to , so its engineering scaling exponent is . It is irrelevant at the Gaussian fixed point for , relevant for , and marginal for . HenceThe loop expansion makes the breakdown concrete. A quartic-vertex correction is proportional to , whereFor , rescaling gives , diverging as . At , radial integration giveswhich is logarithmically divergent. Above four dimensions its infrared limit is finite; the leading cutoff-dependent constant can be absorbed into a coupling renormalization. The effective expansion parameter is thus of order below four, or at four, since . It eventually becomes large for any fixed bare interaction in the lower-dimensional critical limit, defeating the uncorrected mean-field expansion. The Ginzburg criterion gives the same threshold by comparing correlation-volume fluctuations with the squared mean order parameter.
Below four dimensions an interacting renormalization-group fixed point can replace the Gaussian fixed point and change critical exponents, provided a continuous transition exists. At four dimensions the interaction is marginal and produces logarithmic corrections: the leading power exponents can remain their mean-field values, so “breakdown” there means that pure mean-field power laws omit those corrections, rather than necessarily that every power exponent changes. Above four the stabilizing quartic interaction is dangerously irrelevant for the ordered phase, explaining why mean-field thermodynamic exponents need not obey naive hyperscaling with the spatial dimension.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 303 1 a Solution Created 2026-10-03 Updated 2026-10-05
In the Landau theory approximation, choose the global minimum of the Landau free energy as a function of the magnetization. Since , the polynomial is a coercive function and a global minimum exists. The candidates are stationary points satisfyingCheck their values of the free-energy density; a stationary point or a metastable local minimum alone need not be the equilibrium state. Positive curvature ensures local stability; when it vanishes, higher terms must be checked. The selected global minimum is the equilibrium magnetization within this approximation.
At zero magnetic field, equal opposite minima describe distinct phases exhibiting spontaneous symmetry breaking. A spontaneous magnetization is obtained by taking the thermodynamic limit before or . A symmetric finite-volume average can instead have zero expectation even when the minima are nonzero. Thus one must specify the phase when interpreting the minimizer as the equilibrium expectation.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 303 1 a Solution 2026-09-28
The equilibrium magnetization is a global minimum of the Landau free energy. Its candidates are the stationary pointsThus , or is a nonnegative root ofOne retains candidates with nonnegative curvature and compares their free energies; the candidate with the smallest value is the equilibrium state. Equal global minima describe phase coexistence.
Past exam of the mathematics course of the University of Cambridge 2022 iii Paper 303 1 a i Solution 2026-09-28
Write and . At high temperature , so has one minimum at . At low temperature , the origin is a local maximum and two symmetry-related minima appear. The stationary equation isso the equilibrium magnetization isandBecause , the two nonzero minima approach zero continuously as . The order parameter is continuous while its response becomes singular, so this is a continuous phase transition.
Past exam of the theoretical physics I course of the University of Cambridge 2019 4 b Solution 2026-10-18
The stationary points of the Landau free energy obeyFor , makes every term of nonnegative, so is the unique global minimum. For , its curvature is negative. Setting gives , whose unique positive root isAt a nonzero stationary point,Thus both are stable and have lower free energy than . The equilibrium magnetization isFor fixed and , expand the square root:It tends continuously to zero. Hence the continuous phase transition has the order-parameter critical exponentThis is the mean-field critical exponent; fluctuation corrections beyond Landau theory are not included.
