Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 2 36B Solution Created 2026-09-24 Updated 2026-10-06
The linear elastic wave equation is . For a shear-horizontal wave, take with no dependence. Its divergence vanishes, andRigid fixed boundaries require at . The modes are with , , andThere is no displacement mode with these clamped boundary conditions. For , the phase velocity and group velocity areThe phase velocity decreases from infinity to , while the group velocity increases from zero to ; their product is .
For a mode of frequency , the appropriate time and cross-sectional average is , per unit transverse width. Its average kinetic energy density is . The only nonzero strains are and , while . Thus the elastic energy density is , whose average is . The dispersion relation proves equality of average kinetic and elastic energies.
For the ray asymptotics of a clamped elastic waveguide mode, expand the localized initial displacement in transverse sine modes and Fourier transform in . For a displacement released from rest, each mode evolves with . At the oscillatory phases are . If , one phase has a stationary point withThe stationary phase method gives a generic oscillatory amplitude proportional to for each contributing mode. If the initial Fourier coefficient vanishes at the stationary point, that mode can decay faster; smooth localized data make the modal sum well behaved. If , there is no stationary point. Repeated integration by parts gives rapid decay for smooth rapidly decaying data; for initially compactly supported displacement, finite propagation speed makes the displacement on that ray exactly zero after a sufficiently long time. These are the requested subsonic and super-shear-speed regimes.
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 3 30E a Solution Created 2026-09-24 Updated 2026-10-06
Use a Fourier transform convention for which has symbol . The distributional equation gives for real nonzero , since this smooth positive multiplier has no zeros. Consequentlywhere . This bound is independent of . For , the same multiplier defines ; alternatively approximate by Schwartz functions and pass to the limit using the estimate. This is the massive Laplacian isomorphism on Sobolev spaces.
For , the inequality , integrated against , gives the interpolation estimateFor a finite global bound in the last request, assume as well as boundedness. This assumption is necessary: the smooth bounded solution has infinite norm on . Put , . Then with norm at most . Incorporate the constant drift on the left:The constant-drift massive elliptic estimate follows because the modulus of this symbol is at least , so the same multiplier argument first establishes and then gives the stronger a priori boundIt is allowed to depend on but in fact does not need to. Once regularity has been established, the earlier estimate and interpolation also give the conventional absorption proof: , and choosing small absorbs the term.
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 4 31A Solution Created 2026-09-24 Updated 2026-10-06
The reciprocal lattice is . With oriented primitive-cell volume , its basis is and the cyclic variants; thus .
The total potential is . Using the Fourier transform convention , translation gives , withThe given Born approximation therefore supplies the amplitude . A finite geometric series gives, when the denominators are nonzero,At reciprocal-lattice vectors each phase is one, so , the number of atoms. For large finite crystals these narrow peaks represent coherent Bragg scattering, with peak intensity proportional to the squared number of atoms; their finite width reflects the finite crystal size.
For the specified face-centered cubic lattice, andThe reciprocal lattice have coordinates with all even or all odd. The two shortest nonzero length families are for and for . Elastic scattering satisfies . The assumed incident magnitude exceeds , so both families are kinematically accessible, andThis is the angular prediction for suitable crystal orientations, or for a powder containing those orientations. A fixed single-crystal orientation must additionally satisfy the vector Elastic Bragg scattering condition ; the magnitude bound alone cannot guarantee both peaks for every incident direction.
Past exam of the mathematics course of the University of Cambridge 2016 ib Paper 3 15B a Solution Created 2026-09-24 Updated 2026-10-06
Use the Fourier transform . For a rapidly decaying smooth function, integration by parts gives , and differentiation under the integral gives . Both are justified here by Gaussian decay. Since ,The Gaussian integral supplied in the hint gives . Solving this first-order equation yieldsThe calculation states the transform normalization and the two differentiation properties explicitly.
Past exam of the mathematics course of the University of Cambridge 2016 ib Paper 3 15B b Solution Created 2026-09-24 Updated 2026-10-06
Taking the spatial Fourier transform of the diffusion equation gives and . Hence . Fourier inversion and the Gaussian transform from part (a), or direct evaluation of the inverse Gaussian integral, give the heat kernelSubstituting the integral for and interchanging absolutely integrable terms produces the convolution solutionFor the stated nonnegative compactly supported data, understood to be nonzero on a set of positive measure, the kernel is strictly positive everywhere. Therefore for every real and every . Property P holds: diffusion has infinite propagation speed. The distant value can be extremely small, but is not zero. For continuous initial data, any nontrivial nonnegative automatically has the required positive-measure set.
Past exam of the mathematics course of the University of Cambridge 2016 ib Paper 3 4A Solution Created 2026-09-24 Updated 2026-10-06
Use Fourier inversion with the stated Fourier transform convention:For , close the contour integral in the lower half-plane, where decays. Jordan lemma eliminates the large semicircle. The contour is clockwise, so the residue theorem supplies times the residue at . That simple pole hasConsequentlyThe minus sign uses both the clockwise orientation and the residue ; it is consistent with the full odd function away from zero.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 126 4 Solution Created 2026-10-03 Updated 2026-10-06
For a full-rank Euclidean lattice , its dual lattice isIf , then , and . The characters of a real torus identify the additive dual lattice with the multiplicative character group byThe map is well defined precisely because , and is injective. For surjectivity, a continuous group homomorphism from the compact torus into has compact image. Its modulus has logarithm a homomorphism into with compact image, hence is zero, so the image lies in the unit circle. Pull the character back to . Its continuous real lift under , normalized to zero at the origin, is additive: its additive defect is an integer-valued continuous function and vanishes at the origin. A continuous additive function is for a unique . Triviality on says , proving surjectivity.
Use the Fourier transform convention , and take to be a Schwartz function. The periodization of a Schwartz function is smooth and -periodic. On a fundamental cell , the coefficient of the torus character isThe equality follows by translating each cell and using . The rapidly convergent Fourier series can be evaluated at zero, yielding the Poisson summation formula for a Euclidean latticeThis argument keeps track of the covolume factor rather than tacitly assuming a unit-volume lattice.
For in the complex upper half-plane, let . Scaling the self-dual real Gaussian function gives its Fourier transform at , , and holomorphic continuation in gives the complex Gaussian Fourier transformThe branch is with the logarithm on the right half-plane; it is positive for . Both the integrals and the lattice sums are locally normally convergent on the complex upper half-plane. Applying the Poisson summation formula proves the lattice theta functional equationNo integrality or self-duality hypothesis on the lattice is needed.
Put , and . The Epstein zeta function converges absolutely for , and its Mellin transform representation isAt infinity, decays exponentially. Define the entire functionOn , substitute and then . Isolate the two elementary terms before integrating; this gives the pole-subtracted theta integral for an Epstein zeta functionThe formula initially holds for and continues the completed Epstein zeta function meromorphically to all . Apply the same formula to the dual lattice at , using and . The entire terms and the two rational terms match, provingFinally also continues meromorphically. Its only pole is a simple one at , with residue ; the pole of the completed function at zero is cancelled by , and . The residues and this cancellation make explicit why subtracting the constant theta term was necessary.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 301 1 Solution Created 2026-10-03 Updated 2026-10-06
Use units , the Minkowski metric , and the Fourier transform convention . Here gamma matrices satisfy , and is the Dirac adjoint. A single Dirac field describes both Electrons and Positrons; these are the particle and antiparticle sectors of that field.
The free Maxwell Lagrangian and Dirac action, with a linear covariant gauge condition for the photon, giveBefore gauge fixing, the Maxwell Lagrangian has zero modes in field theory along , so its quadratic operator cannot be inverted on all potentials. In the linear Lorenz gauge, the Faddeev-Popov determinant is . It is independent of and may be absorbed into the normalization; the corresponding Faddeev-Popov ghost fields have no interacting vertices in this Abelian linear gauge. A residual gauge symmetry is removed by the specified boundary conditions.
The free generating functional isThe Dirac field variables and their sources are independent Grassmann fields in this path integral. They anticommute; replacing them by ordinary commuting fields would give the wrong statistics and the wrong functional determinant. The bosonic Gaussian functional integral contributes an inverse square root of a determinant, and the Grassmann Gaussian integral contributes a determinant. If is the photon quadratic operator and , completing the square givesIn the last expression and are the photon propagator and Dirac propagator, with Feynman i-epsilon prescription. The products include the appropriate spacetime integrals and index contractions. Functional derivatives with respect to , and consistently ordered left or right Grassmann derivatives with respect to the fermionic sources, generate the time ordering of the corresponding fields. In Feynman gauge, , the momentum-space two-point functions areThe Feynman i-epsilon prescription specifies vacuum boundary conditions rather than an arbitrary inverse of the differential operator.
The covariant photon propagator uses four potential components. Its operator formalism counterpart is Gupta-Bleuler quantization: impose and take the Gupta-Bleuler null-state quotient. This leaves a positive physical state space with two transverse photon polarization vectors. The temporal and longitudinal oscillator components occur in intermediate covariant expressions; the Ward identity removes their dependence from physical amplitudes. The free Dirac field uses the canonical anticommutation relations, producing the same fermionic signs as its Grassmann fields in the path integral.
The operator-path-integral equivalence can be seen directly with a regulator. Divide time into small intervals and insert complete sets of field-coordinate states for bosons, and resolutions in fermionic coherent states for fermions. The bosonic matrix elements produce the phase-space factor ; integrating out the quadratic canonical momentum produces the bosonic action. The fermionic coherent state overlaps produce the first-order term and the Berezin integral measure. Multiplying the short-time kernels recovers the path integral. Projecting the remote endpoints onto the Fock vacuum with an infinitesimal damping selects the same Feynman propagators as the operator formalism. Field insertions become time-ordered products under this construction. Conversely, their quadratic generating functional obeys the canonical free-field equations and has precisely the oscillator two-point functions, so its higher free correlators agree by the Wick theorem. This establishes the equivalence for the regulated free theory and order by order in the perturbation series.
To couple the matter field electromagnetically, promote its global phase symmetry to the local transformationThe gauge covariant derivative obeys . Replacing by in the Dirac action therefore gives the invariant matter densityThe electromagnetic field tensor is unchanged by the local transformation. Thus the unfixed quantum electrodynamics action is gauge-invariant. The Dirac current is conserved by the matter equations, and the Electron and Positron excitations carry opposite charges. The added gauge fixing density selects a representative and is not itself invariant under arbitrary local transformations; it does not change gauge-invariant observables. At a free fermion vertex,For external on-shell Dirac spinors the corresponding current contraction vanishes. The quantum extension is the Ward identity, which makes physical amplitudes insensitive to adding a multiple of the photon momentum to its polarization vector. A gauge-compatible regularization preserves this vector-current identity.
With , expand in powers of . A term of order contains spacetime integrations and . Applying the Wick theorem pairs the free fields: an - Wick contraction supplies a photon propagator, and a - Wick contraction supplies an oriented Dirac propagator. Each insertion supplies an interaction vertex. The permutations of contractions cancel the expansion factorials except for the Feynman-diagram symmetry factor. Interchanging Grassmann fields produces the fermionic sign, including a minus sign for every closed fermion loop. This is how Feynman diagrams arise from expectation values, rather than an extra dynamical assumption.
The normalized vacuum generating functional removes components with no external insertions. In the operator formalism, for an interacting-vacuum expectation value of an inserted product , the same cancellation appears asVacuum projection and the Feynman i-epsilon prescription are implicit. The linked-cluster theorem exponentiates all connected vacuum bubbles into the same factor in numerator and denominator, so it cancels. Normalize by to remove every vacuum component. This cancellation of vacuum bubbles still leaves products of disconnected diagrams that each contain external insertions. If only connected correlators are wanted, differentiate the connected generating functional .
The resulting momentum-space QED Feynman rules for the bare theory can be stated in Feynman gauge as follows:
- An internal oriented fermion line of four-momentum contributes .
- An internal photon line contributes .
- A one-photon two-fermion interaction vertex contributes , with its spinor and photon indices attached to the incident lines.
- Each interaction vertex conserves four-momentum. With all incident momenta treated as incoming, include ; after using these constraints, integrate every independent loop four-momentum as .
- Contract the gamma matrix and Dirac propagator factors in their order along the fermion line. A closed fermion loop has a trace and a factor . A relative odd permutation of external fermions also contributes .
- Divide each labelled diagram by its Feynman-diagram symmetry factor and sum the allowed diagrams. Omit vacuum components as explained above.
- For an amputated scattering amplitude, an incoming Electron has and an outgoing Electron has ; an incoming Positron has and an outgoing Positron has . An incoming photon has and an outgoing photon has . The external polarization vectors are physical and transverse, and external four-momenta are on shell. This last step follows from the LSZ reduction formula and amputation of external propagators; an unamputated correlator keeps its external quantum field theory propagators.
The illustrated interaction vertex has incoming fermion momentum , incoming photon momentum , and outgoing fermion momentum . Its solid-line arrows indicate fermion flow. The photon wavy line has no fermion-flow arrow. The propagators, the vertex , momentum conservation, and the fermionic signs determine the perturbative amplitudes.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 301 3 Solution Created 2026-10-03 Updated 2026-10-06
Use and . The free real scalar field has actionThe canonical momentum is , and the Hamiltonian operator is obtained by the Legendre transform of the density:Canonical quantization promotes and to Hermitian operator-valued fields and imposes the equal-time canonical commutation relationsTheir Heisenberg equation of motion gives , , hence the Klein-Gordon equation .
Let and . The Hermitian field mode expansion isThe scalar field oscillator inversion extractsand its adjoint obtained by Hermitian conjugation extracts . Substitute these expressions into the equal-time canonical commutation relation. The two mixed field-momentum terms giveFor , the corresponding coefficient is a difference of those square roots and multiplies ; it vanishes because . Taking the adjoint gives . Thus these are bosonic annihilation operators and creation operators. The vacuum satisfies , and normal ordering gives , after removing the constant zero-point energy. A one-particle excitation has energy and spin zero.
The Feynman propagator is the vacuum expectation value of the time-ordered product of two field insertions. For , the field at creates a one-particle excitation from the vacuum and the field at annihilates it; the opposite time ordering reverses the roles. It is a propagation amplitude and correlation function of vacuum fluctuations, rather than a transition probability. From the oscillator expansion, only the - contraction survives, so with and ,Here is the Heaviside step function, and changing to in the second term gives the last line.
For the Fourier transform convention , insert a positive damping factor and integrate the positive and negative half-lines separately:The last equality is a distribution identity; the infinitesimals in the partial fractions need not have the same finite magnitude as the infinitesimal in the combined denominator. The Feynman i-epsilon prescription means that the positive-frequency pole is just below the real energy axis and the negative-frequency pole is just above it. Closing the contour integral below for , and above for , reproduces the oscillator result by the residue theorem. This prescription fixes which homogeneous solutions are added to the Green function. As an independent normalization check, has derivative jump at , soIt is the expectation-value convention for , including the numerator , that determines this source normalization.
The vacuum is a centered free Gaussian state. The Wick theorem expresses the four-field time-ordered product as the sum of all pair Wick contractions plus terms containing a normal-ordered product. The latter terms have zero vacuum expectation value. There are exactly three complete pairings, with no fermionic signs for this bosonic field. Thus the free scalar four-point function isThese formulas describe canonical quantization of a real scalar field; in particular, a real scalar field uses a single oscillator family rather than independent charged-particle and antiparticle families.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 303 3 a Solution Created 2026-10-03 Updated 2026-10-06
The statistical Hamiltonian in this question is already in thermal units, as indicated by without an additional . Define and . The mean field and its linear response areThese are functional derivatives of the connected generating functional; the subtraction defines the connected correlation function. In the Landau approximation, neglect loop corrections and evaluate the field integral at a stable saddle . It satisfies the Euler-Lagrange equationThis follows by varying the gradient term and integrating by parts, with periodic, decaying, or otherwise appropriate boundary conditions.
The two requested free energy functionals, following the source and Legendre conventions of the question, areIn the scalar-field source Legendre transform on the chosen stable branch, is chosen to produce , and . Thus the imposed-source Helmholtz free energy and the fixed-order-parameter Gibbs free energy have the appropriate opposite source derivatives. These names are used in the question's magnetic-ensemble convention; the defining sign relation is what fixes the calculation. At leading Landau approximation there is no fluctuation-determinant term in .
Differentiate the saddle equation with respect to . The response obeysThereforeEquivalently, the inverse Hessian relation for a connected two-point function states that is the inverse kernel of . The factor follows from twice differentiating the quartic term ; it is not . This tree-level connected response is obtained by varying the saddle. It does not require replacing the exact connected correlator by a product of the saddle values, which would incorrectly give zero.
For the requested single-momentum formula, assume a homogeneous source and a translationally invariant equilibrium phase, so and . SetThe Fourier transform with the printed positive sign sends to , while the Dirac delta function transforms to one. Hence the Ornstein--Zernike correlation function hasThe inverse convention is . For general inhomogeneous , has nonconstant coefficients and depends separately on its two positions; the displayed momentum-diagonal formula then does not follow. The preceding differential equation still holds in that case.
At zero source and for , the homogeneous saddle is for , and on either selected stable ordered branch for . Thus the Landau scalar correlation length isIn the ordered phase the negative bare quadratic coefficient is compensated by the positive curvature at the nonzero saddle. Retaining below the transition would instead give an unstable kernel and is not a physical correlation length. With the usual analytic thermal tuning , , both branches diverge as , so the correlation-length critical exponent isThe high-temperature amplitude is times the low-temperature amplitude for the same . This statement is within Landau theory; fluctuations can change critical behavior outside the mean-field regime.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 304 1 Solution Created 2026-10-03 Updated 2026-10-06
Use the Euclidean path integral with weight and Fourier transform convention . The momentum-space Feynman rules are: an internal scalar propagator ; a quartic vertex together with for incoming momenta; and an integral over each independent loop momentum. Multiply by the Feynman-diagram symmetry factor; external propagators are retained for a full correlation function and removed for an amputated connected correlation function.
To enumerate the requested one-particle-irreducible Feynman diagrams, let be the number of quartic vertices and the number of internal edges. Four external legs imply , while one loop order implies . Thus . Both internal edges must connect the two vertices: an alternative with a tadpole and one connecting edge would disconnect on cutting that edge. The only graphs are therefore the three pairings of labelled external legs, each with Feynman-diagram symmetry factor .
The corresponding channel momenta are , , and , with all external momenta incoming. This exhausts the connected one-loop four-point one-particle-irreducible Feynman diagrams.
For the Euclidean massive loop integral, first take and an integer , where the integral converges. Schwinger parameterization givesThe supplied Gaussian integral then yieldsIntegrating over , and using the Gamma function recurrence to obtain , provesOutside its initial convergence range, the right-hand side defines the meromorphic continuation used in dimensional regularization; the divergent ordinary integral is not being assigned a convergent value.
For the scalar bubble integral, the Feynman parameter identity followed by a translation of loop momentum givesWith , the Gamma function satisfies , and the parameter integral tends to one. Hence the ultraviolet pole is independent of external momentum:One can also see why the same pole occurs without introducing a Feynman parameter: at large , the difference between this integrand and is ultraviolet integrable near four dimensions, so both have the same dimensional regularization pole. The positive mass avoids an infrared ambiguity in this argument.
In the quantum effective action convention, the tree-level four-point vertex is , the negative of the amputated connected correlation function tree vertex. The three bubble corrections giveThus the pole counterterm is . The modified minimal subtraction scheme also subtracts the conventional finite combination, or equivalently absorbs it into the subtraction-scale convention; that does not change the one-loop renormalization-group beta function. Using that scale convention, writeHere is dimensionless, , and the conventional constant scale factor is implicit. The one-loop tadpole is momentum independent, so wave-function renormalization does not contribute at this order. Differentiating at fixed , with , gives . ThereforeFor the stable quartic scalar field theory, with , the one-loop quartic scalar beta function is positive: the running coupling increases toward the ultraviolet and decreases toward the infrared. The theory is not asymptotically free; extrapolating the one-loop flow gives a Landau pole.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 304 2 Solution Created 2026-10-03 Updated 2026-10-06
Use Lie algebra generators with , and define the adjoint gauge covariant derivative by . Varying the gauge field strength gives . Antisymmetry followed by integration by parts therefore givesFor variations vanishing at the boundary, the Yang-Mills equations areThe Jacobi identity for the commutators of gauge covariant derivatives, using , gives the gauge-theory Bianchi identity:In the second form of the gauge-theory Bianchi identity . The identity is a geometric consequence of the definition of curvature, not a second dynamical field equation.
For the usual non-Abelian Yang-Mills theory, the quantum running coupling becomes strong at low energies. Dimensional transmutation generates a scale absent from the classically scale-invariant equations. The expected confining dynamics and massive colour-singlet spectrum involve confinement and a mass gap, rather than freely propagating weakly coupled coloured waves. These nonperturbative effects are not captured by simply solving the classical equations; this is not a claim of a mathematical proof of the Yang-Mills mass gap.
Write the gauge condition as to distinguish it from the structure constants. Under an infinitesimal gauge transformation, . Define the Faddeev-Popov operator by . In a Euclidean convention, the gauge-fixing and ghost additions can be chosen asA nonlocal kernel would require a double integral; a local functional instead makes a local differential operator. Choosing a local gauge functional thus retains a local gauge-fixed action and the ordinary local interaction structure of perturbative quantum field theory.
The fields and are independent Grassmann-valued fields in the Adjoint representation, Lorentz scalars with ghost numbers and . They are the Faddeev-Popov ghost fields: their functional integral produces , the Faddeev-Popov determinant correcting the volume element along a gauge orbit. They are internal fields, not physical asymptotic particles. Their statistics supply a minus sign for every closed ghost loop. No auxiliary field is needed in the displayed gauge-fixing representation.
In axial gauge, , soWith the Fourier transform convention , the ghost Feynman rules in the original normalization of areMomentum conservation accompanies the vertex; each ghost loop has the extra minus sign. With a canonically normalized field , the vertex is instead . The gauge fixing term is quadratic and introduces no further interaction vertex.
The Euclidean quadratic kernel of is . For , its inverse isThis follows by multiplication with the kernel: the piece gives , and the piece supplies the missing . The strict axial-gauge propagator is thereforeIt obeys . Every ghost attachment to an internal gauge propagator therefore vanishes in the strict limit; equivalently, on the gauge slice. Thus the interacting Faddeev-Popov ghosts decouple. Residual gauge transformations and the poles at require compatible boundary conditions and an axial-gauge pole prescription.
After Wick rotation, the corresponding Minkowski propagator has replaced by and the usual overall factor , with a compatible causal prescription. The fixed makes the gauge-fixed propagator nonmanifestly Lorentz covariant. Nevertheless, gauge invariance makes physical observables independent of this gauge-choice vector, so their perturbative predictions are Lorentz invariant. Already at tree level, contraction with conserved external currents removes all terms containing or , leaving . The quantum Ward identities give the analogous cancellation in complete physical amplitudes; arbitrary gauge-dependent Green functions need not be independent of .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 310 4 a Solution Created 2026-10-03 Updated 2026-10-06
For either scalar field with mass , the supplied covariant equation in the FLRW metric is the Klein-Gordon equationSince , and , its conformal-time form isThe homogeneous scalar field backgrounds satisfy the same equations without spatial derivatives. After subtracting them, let and . The key derivatives areBecause , the expansion-friction term cancels after this canonical rescaling of a scalar cosmological perturbation. The fluctuation equations areThe quadratic potential has no mixed derivative, and the stipulated neglect of metric perturbations removes gravitational mixing. Thus these two rescaled fluctuations evolve independently in this approximation.
The given symmetric Fourier transform convention sends to , where . Hence the Fourier-mode equations areThey are harmonic-oscillator equations with time-dependent squared frequencies; a negative effective squared frequency for a rescaled field does not itself imply growth of the physical field .
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 312 4 a ii Solution Created 2026-10-03 Updated 2026-10-06
Use the Fourier transform convention . Statistical homogeneity and isotropy define the primordial bispectrum byThe Dirac delta function enforces momentum conservation; the three magnitudes describe a closed triangle. Set . For the centered quadratic Gaussian transformation, its quadratic Fourier term isAt first order in , choose the quadratic field at one of the three external positions. For the first position, Wick contractions pair the two internal fields with the two remaining external fields in two ways. The self-pairing is precisely removed by the subtracted mean. The surviving contribution is times the momentum delta. Adding the other positions gives the tree-level local-type primordial non-Gaussianity resultThis expression is at leading order in . The exact quadratic map also has a loop correction to the local primordial bispectrum, from three quadratic vertices:There is no quadratic-in- bispectrum term, because it would involve five centered Gaussian fields. A regulator may be needed for this higher-order integral. The displayed leading formula uses the Gaussian power , consistently neglecting its order- correction.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 327 2 Solution Created 2026-10-03 Updated 2026-10-06
Use the Fourier transform convention , with inverse factor . The Paley–Wiener–Schwartz theorem can be stated with sharp convex support: for a nonempty compact convex set , let its support function be . Then is the Fourier transform of a unique distribution supported in if and only if it is entire andfor some and nonnegative integer . For , this is the familiar bound . Allowing some characterizes all compactly supported distributions. Here the extension of the Fourier transform is , interpreted with a cutoff equal to one near the support of a distribution.
First suppose . Fix one smooth cutoff function equal to one near . Pairing the resulting compactly supported exponential with shows that is an entire function: differentiation with respect to inserts , and the power series converges in the test-function seminorms uniformly on compact subsets of .
To keep the exponential type exactly , rather than that of a fixed larger neighborhood, use a shrinking-cutoff exponential-type estimate. There are cutoffs equal to one on , supported in , and satisfying for . One construction convolves the indicator of with a unit-mass mollifier supported in . Continuity of on a fixed compact neighborhood gives a finite order of a distribution there. By the product rule,Taking proves the required bound with , since the extra exponential factor is at most . The value of the pairing is independent of the chosen cutoff because all cutoffs agree near . Thus the forward direction has the exact asserted support function, without an unproved estimate on derivatives restricted only to .
Conversely, suppose the entire has the stated bound. Its restriction to real frequency has polynomial growth, so define a tempered distribution byThe Schwartz space decay makes this integral absolutely convergent and continuous; by Fourier inversion, on real frequency. It remains to prove the support assertion by mollifier regularization for contour recovery of support.
Choose a nonnegative unit-mass mollifier supported in , and setOn real frequency, decays faster than any polynomial after enough applications of integration by parts to ; hence is smooth, by differentiation under the integral sign. More generally, for every integer there is such thatTo obtain this estimate, write the transform of as the real-frequency transform of and integrate by parts; each derivative introduces at most one factor of .
Fix a unit vector and take . A contour-shift proof of the Paley–Wiener–Schwartz theorem moves the inverse-transform contour to :Here is a justification of the shift. Rotate coordinates so is the first coordinate direction, apply the Cauchy integral theorem on a rectangle in the first complex variable, and integrate over the other real variables. For fixed , the vertical sides at real part have an integrated bound proportional to , and hence vanish as . The same decay bounds give absolute convergence on the horizontal sides. No contour shift of an unregularized polynomially growing integral is needed.
Positive homogeneity of the support function now givesIf , the Hahn-Banach separation theorem supplies a unit vector with . Letting proves . Therefore and .
Since and its modulus is at most one on real frequency, the dominated convergence theorem in the formula for gives as tempered distributions, and thus as distributions. A test function supported outside has positive distance from , so its pairing with is zero for all sufficiently small . This proves . The Fourier transform of a compactly supported distribution constructed in the forward direction equals on ; applying the one-variable identity theorem successively in each coordinate extends the equality to . Injectivity of the Fourier transform of a tempered distribution proves uniqueness and completes both directions.
For the independence application, put and . The ball version of the Paley–Wiener–Schwartz theorem supplies a nonzero distribution supported in with . By the Translation property of the Fourier transform,where . Distinct integer points are at least distance one apart. For distinct positive indices , the largest possible radius sum is . Thus these closed balls, and hence the distribution supports, are pairwise disjoint.
If , injectivity of the Fourier transform gives . For each , choose a smooth cutoff function equal to one near its ball and zero near all other balls. Multiplying the distributional identity by this cutoff isolates . Since is not identically zero, , so . Consequently are linearly independent over . This Fourier independence from disjoint distribution supports uses the quantitative exponential types to establish support separation.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 327 3 Solution Created 2026-10-03 Updated 2026-10-06
With , the symbol class consists of complex-valued such that, for every compact and every pair of multi-indices ,An derivative preserves symbol order, while a derivative lowers it by one. The definition is local in and imposes estimates of every derivative order.
In the homogeneous convention, a phase function is real, smooth on , positively homogeneous of degree one in , and satisfiesOnly the large-frequency behavior is relevant to the regularization argument; any prescribed smooth modification near contributes an ordinary convergent integral. If the phase is presented on all of , homogeneity can be required outside a bounded frequency region. Equivalently for this construction, its large-frequency symbol bounds and the following uniform estimate are sufficient:For a homogeneous phase function, this follows from compactness of . Nonvanishing of the total gradient is the condition; may vanish. The displayed definition does not impose the stronger rank condition sometimes called a nondegenerate phase in Fourier-integral-operator theory.
We construct the oscillatory integral by integration by parts in both and . For , setThen . The coefficients of the derivatives have symbol order and those of the derivatives have order zero. Use the bilinear formal transpose of a differential operator, not the Hermitian adjoint:The symbol order reduction by a phase integration operator follows from the product rule and the symbol class estimates: locally in . Differentiating the coefficients preserves precisely these orders because is elliptic of degree two on each compact set.
Let equal one on and vanish on . The low-frequency part is an ordinary integral. For an integer , define the high-frequency part byIf the homogeneous phase is only defined off zero, its value at the single point zero is immaterial to the low-frequency integral; its modulus remains one. In the high-frequency term all coefficients are used away from zero. For , repeated product rules giveSince , both terms converge absolutely. They are linear in the test function, with the continuity boundThus , with order of a distribution at most on each compact set.
To check that this construction is the intended oscillatory integral and does not depend on , or the large-frequency cutoff, let equal one near zero and formAfter applications of integration by parts, the term without a derivative on tends to the absolutely convergent high-frequency term by the dominated convergence theorem. Each extra term is supported in an annulus . A derivative of contributes , so those terms have total absolute value at most . The low-frequency part is unchanged for large . Hence tends to the displayed functional, independently of all cutoffs and of the permissible number of integrations. This proves the cutoff independence of an oscillatory integral as well as its continuity.
For the final distribution, the derivative convention identifies it as . The delta derivatives from polynomial oscillatory amplitudes identity yieldsHere , , and is nonzero for . Thus the phase is admissible even though vanishes on the distribution's support.
For a direct proof of the sign and normalization, put . The cutoff integral isThe Fourier transform is rapidly decreasing, so the dominated convergence theorem and differentiated Fourier inversion giveThis is exactly the required pairing, so the oscillatory representation gives the prescribed distribution, not its negative or a multiple of it.


