Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 59 2 Solution Created 2026-10-03 Updated 2026-10-07
Let , , and . The Jeans equation obtained by taking the first velocity moment of the Collisionless Boltzmann equation isFor an equilibrium population multiply by and integrate. Integration by parts givesAssume the integrals exist and the boundary flux vanishes, as for an isolated finite system with adequate decay. With the stellar kinetic-energy tensor, stellar pressure-energy tensor and stellar potential-energy tensor defined bywe obtain the equilibrium tensor virial theoremThe stellar kinetic-energy tensor describes ordered motion, whereas the stellar pressure-energy tensor describes random motion. In particular, does not mean the stars have no kinetic energy. If a surface flux is retained, the right side of the displayed equilibrium identity is that surface tensor; it cannot be discarded for an arbitrary finite aperture. For an isolated self-gravitating population, is symmetric by pairwise interchange in the Newtonian interaction integral, and the time-dependent identity is with .
For the spherical Newtonian gravitational potential, . In the pressure-supported case the tensor virial theorem gives . The notation used in this question is the planar virial trace , not just the integral of the local cylindrical radial velocity dispersion. In cylindrical coordinates this trace includes both and . Summing the two Cartesian components therefore givesThe distinction explains the factor of two in the spherical limit.
Use ordinary spherical coordinates, , . The mass density separates as , whereBoth potential-energy integrals have the same radial factor . When this factor is finite and positive it cancels, leaving the scale-free tracer virial ratioThe angular factor in the printed intermediate formula has its sine and cosine interchanged. Keeping its sine/cosine weights while using that printed factor would instead produce the opposite sign in the final small-flattening correction. Merely measuring from the equatorial plane cannot fix this: the measure and both moment weights would have to change as well.
The angular ratio is finite and positive for every fixed and finite real , because is positive and bounded above and below. However, the claim that the unrestricted global virial integrals are always well-defined needs a hypothesis. In a point-mass Newtonian gravitational potential, the common radial factor is proportional to : convergence at zero requires , while convergence at infinity requires . There is no such . If the global energies diverge, the boxed angular ratio is still the ratio of the two potential-energy integrals with identical spherical inner and outer cutoffs, independent of the cutoffs. It is not a quotient of two finite global stellar pressure-energy tensors; applying a finite-aperture tensor virial theorem additionally requires its surface terms. These convergence and boundary qualifications are separate from the printed angular typo.
Set . For modest flattening, the Taylor expansion is . The required elementary angular integrals areThese follow directly by , or from the supplied gamma function identity. Hence the numerator is and the denominator is . The flattening–anisotropy virial relation becomesFor a decreasing tracer mass density (), oblate flattening () requires more random kinetic support per in-plane direction than vertically. In a spherical Newtonian gravitational field, directional orbital anisotropy supplies the flattening rather than an anisotropic force law. A steeper radial mass density amplifies the required velocity dispersion anisotropy. A prolate tracer reverses the leading inequality. The relation constrains integrated velocity dispersions, not a unique local galactic distribution function.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 23 2 b Solution Created 2026-10-03 Updated 2026-10-07
The completed Dirichlet L-function isFor nonprincipal primitive Dirichlet characters, termwise Mellin transformation initially in givesThe Dirichlet character theta function decays exponentially at infinity; its transformation makes it decay faster than any power at zero. Hence the integral is entire in . For even parity, substitute and the theta transformation to obtainThe same calculation with the extra power gives the odd functional equation with its corresponding root number.
The gamma function has no zeros and has simple poles at nonpositive integers. Thus the nontrivial zeros of and coincide with multiplicities. The trivial zeros of a Dirichlet L-function are for a nonprincipal even character, and for an odd character. They cancel the gamma poles and are not zeros of : the functional equation takes these points to the zero-free right-hand region, including the standard nonvanishing of nonprincipal Dirichlet L-functions at one at the even endpoint. The canceled zeros are simple.
The principal primitive Dirichlet character has conductor of a Dirichlet character equal to one and . In that case is meromorphic with poles at zero and one. Its canceled trivial zeros begin at , while is not zero. Multiplication by produces the entire Riemann xi function used below.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 67 1 b Solution Created 2026-10-03 Updated 2026-10-07
Watson's lemma applies to Laplace-type endpoint integrals such as as , when has a local algebraic expansion with and suitable integrability or exponential-growth control away from the endpoint. Each term contributes . The exponential selects a neighborhood of .
Laplace method instead treats by locating the dominant maxima of a real phase . A smooth nondegenerate interior maximum produces a neighborhood governed by a Gaussian function of width ; endpoint or degenerate maxima require their corresponding local scaling. Contributions away from a strict dominant maximum must be smaller. These methods overlap after suitable changes of variable, but their usual starting forms emphasize an endpoint amplitude expansion and an exponential maximum, respectively.
For the Gamma function, put . ThenThe phase has its unique maximum at , with value and second derivative . Set . Near this maximum,Combining the amplitude and exponential expansions in Laplace method givesLocalization near justifies extending the limits for the Gaussian integral; the distant endpoint is not being expanded uniformly by this local series. Odd terms integrate to zero. The moments of the Gaussian integral satisfy , , , so the relative correction isThe two terms of the Stirling formula, obtained by the Stirling correction by Gaussian moments, are therefore
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 23 5 b Solution Created 2026-10-03 Updated 2026-10-06
With the determinant-normalized slash operator, let and . Conjugation by preserves , and rational slash operators preserve modular cusp holomorphy and vanishing. Hence is also a cusp form at that level. Direct substitution gives ; the factor cancels the central weight sign.
Put and . The defining formula gives the exact relationsIn the initial half-plane of absolute convergence, termwise integration of the Fourier series and the gamma function yield the Mellin transform of a cusp-form L-functionThe scaling of accounts for in the completion. At infinity and decay exponentially. At zero the boxed relation expresses as a power times an exponentially decaying function of . Thus this integral converges locally uniformly for every complex , including after differentiation in , and defines an entire function.
Splitting at one and changing to in the lower integral givesApplying the same formula to interchanges , because . It proves the phase-normalized Fricke functional equationThe entire function here is the completion, despite the apparent poles of the gamma factor in its initial product formula.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 46 4 Solution Created 2026-10-03 Updated 2026-10-06
Take an oriented closed string in flat, critical bosonic string theory, with and a mostly-plus target Minkowski metric. After continuation of the worldsheet to Euclidean signature, the Polyakov path integral sums over embeddings and worldsheet metrics, divided by worldsheet diffeomorphisms and Weyl transformations. In a flat target its kinetic action isTarget-time continuation or analytic continuation of external momenta defines the Lorentzian scattering amplitude; a naive real Euclidean Gaussian for timelike would not be convergent.
An external tachyon is represented by the tachyon vertex operator , with conformal weights . The physical integrated vertex has , so . Schematically its tree amplitude isThe Faddeev-Popov determinant from conformal gauge is represented by the worldsheet ghost fields. At tree level the worldsheet is a Riemann sphere, whose unpunctured complex structure has no moduli. Its residual conformal automorphisms are the Möbius transformations, . Fix three insertion points, accompanying their unintegrated vertices by the required ghost factors. The remaining complex insertion positions are integrated over the sphere; equivalently one integrates all positions and divides by the residual conformal group.
The embedding fields are free, withTheir zero-mode integral gives momentum conservation, and their nonzero-mode Gaussian integral gives the Koba-Nielsen factorThis explains the sphere tachyon position integral without needing its evaluation. For four tachyons the resulting Virasoro–Shapiro amplitude displays the exchanged string spectrum directly.
Use all-incoming external momenta and introduce alongside the two printed dimensionless Mandelstam variables. Since and , one obtains . The physical center-of-mass energy squared in the channel is . The channel measures the analogous crossed momentum transfer, with sign determined by the mostly-plus convention. Rewriting the Gamma factors in a symmetric form givesThe Gamma function poles imply, at generic fixed values of the other invariant,The denominator Gamma factors can remove residues at special intersecting channel kinematics; the statement concerns a generic single-channel limit. An -channel pole occurs when the intermediate momentum satisfies the mass-shell condition for a closed-string state:The pole at exchanges the ground-state tachyon, the pole at exchanges massless states, and the positive integer poles exchange the infinite massive tower. The -channel interpretation is the crossed version. Factorization means that each residue is a sum of products of couplings to intermediate physical states that couple to the chosen external particles. It need not expose every representation at that mass.
For example, the Gamma function recurrence and Gamma function residue at a nonpositive integer give the dimensionless Virasoro–Shapiro amplitude pole residueThe residue polynomial has degree , consistent with maximum spin in the exchanged level. The amplitude also has the corresponding -channel poles by crossing symmetry.
The massless fields can be treated as target backgrounds rather than separate asymptotic insertions. Write the target metric as , introduce a Kalb–Ramond field , and a dilaton . In conventional Euclidean signs their string nonlinear sigma model action isHere is the antisymmetric tensor density. The three backgrounds correspond to the graviton, antisymmetric tensor and scalar states at closed-string level one. Expanding the vacuum functional in , then Fourier expanding the backgrounds, produces exactly their integrated string vertex operators. Its functional derivatives therefore generate the amplitudes with massless external strings. The connected vacuum functional organizes connected amplitudes; the spacetime effective action organizes the corresponding vertices after treating massless propagation consistently.
At momenta small compared with , massive string propagators can be expanded in powers of momenta over their masses. The analytic part of the amplitudes consequently determines local higher-derivative interactions, ordered by powers of . Massless exchange poles are retained through propagation of the massless fields, rather than expanded into local contact terms. Up to field redefinitions, the leading massless-sector action in the string-frame metric isThe terms denoted contain additional derivatives, including curvature-squared terms in the bosonic theory. The expansion concerns the massless sector around the perturbative bosonic background; the tachyon instability remains and is not cured by omitting its field from this displayed action. Thus this is a formal perturbative effective description, not a claim of a stable bosonic vacuum.
Finally split the dilaton into a constant and its variation, . By the Gauss-Bonnet theorem, its dilaton Euler-characteristic weighting on a connected closed oriented surface follows fromDefine the string coupling by . A genus- path integral is weighted byThe sphere carries , the torus carries , and each extra handle adds . At higher genus one integrates over complex-structure moduli as well as insertion points, with the associated antighost insertions supplying the correct moduli measure. With canonically normalized external vertices an -point genus- amplitude scales as .
Summing connected worldsheets of every genus of a surface yields the string-loop effective action expansionEach coefficient has its own low-energy expansion. The two parameters have different roles: resolves finite string size through higher derivatives, while counts additional string loops.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 74 1 b iii Solution Created 2026-10-03 Updated 2026-10-06
The Bessel turning-point asymptotic comes from a cubic stationary endpoint, not an ordinary quadratic stationary point. Near ,Thus the contributing width is . On writing , the leading integral isThe oscillatory integral is understood with a vanishing damping factor. Substitution and the Gamma function Fourier integral giveThereforeThe equality uses the Gamma reflection formula. Contributions away from the degenerate endpoint are smaller. The scale explains why the preceding formula cannot be extended directly to zero angle.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 46 2 ii Solution Created 2026-10-03 Updated 2026-10-06
Apply a Feynman parameter and shift the loop momentum to . The common denominator becomes , whereFor positive , the Gamma-integral representation and a Gaussian integral giveThis formula initially converges for and defines the Euclidean massive loop integral at other dimensions by analytic continuation. Consequently,With , the Gamma function factor is . Only its pole matters: the other factors can be evaluated at when extracting that pole. Since ,This is the one-loop two-point divergence in six-dimensional cubic scalar theory. Its polynomial momentum dependence is precisely what permits subtraction by local counterterms.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 48 3 Solution Created 2026-10-03 Updated 2026-10-06
Let denote the surface area of an n-sphere for the unit sphere . In this notation is the intrinsic dimension of the sphere. Cartesian factorization of the Gaussian integral gives . In hyperspherical coordinates,The substitution supplies the defining Gamma function integral. Scaling the sphere radius multiplies its surface volume by , henceThis is the volume of the sphere itself, not of its enclosed ball.
Take to denote spacetime dimension and spatial dimensions. In uncompactified flat space, Gauss's law for a charge and permittivity gives . Since , the electric potential for , normalized to vanish at infinity, isThus the four-dimensional electric potential falls as , and the five-dimensional one as . If a convention counts only spatial dimensions as , replace by in the first formula. For , the integral instead gives ; for , it gives up to a constant. Neither case has a finite zero at infinity.
For a Newtonian gravitational potential , define the flux-normalized coupling by and acceleration . Exactly the same flux integration gives the attractive potentialIn , reproduces . If is defined by the -dimensional Einstein-Hilbert action , the weak static Einstein field equations give for . ThereforeIndeed, and in signature . A Poisson-defined Newtonian theory in two spatial dimensions has a logarithmic potential, but pure three-dimensional Einstein gravity has no analogous local Newtonian point-mass force; the relativistic normalization must not be extrapolated to that exceptional dimension.
For an unwarped product with a fixed extra-dimensional metric, normalize the Einstein-Hilbert action by . Integrating the part containing the four-dimensional curvature over the internal space gives . Thus, using the reduced Planck mass,This is a volume relation for compactification; a curved sphere additionally requires a mechanism supporting and stabilizing its background. It is not by itself a proof that a sphere times flat spacetime solves a vacuum gravitational theory.
With , and , the spherical-volume factors , , giveThe first estimate is astronomical; the second is roughly a tenth of a millimetre. If both Planck scales are instead defined by , the same algebraic volume relation uses the unreduced . Holding that convention's gives radii larger by : approximately , , . These are different conventions for what is held fixed at one TeV, not different scaling laws.
Finally, compactify the fifth coordinate on a circle of circumference . For a source and observer at the same compact coordinate, the method of images turns a five-dimensional static potential intoOne can derive this image sum without assuming a summation formula. The Fourier transform of is ; Poisson summation then gives , which is the displayed hyperbolic cotangent. ThereforeThe short-distance limit is ; the long-distance limit is the four-dimensional potential. These exponential corrections are the nonzero Kaluza-Klein modes, with masses . For electrostatics , so the effective permittivity is . For a Poisson-normalized gravitational potential, gives . A massless scalar associated with the circle radius also contributes in an unstabilized gravitational compactification; recovering pure four-dimensional Einstein gravity with requires its stabilization or removal. The crossover itself is independent of this tensor-versus-scalar normalization issue.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 49 3 Solution Created 2026-10-03 Updated 2026-10-06
Independent metric and Hamiltonian parametrization. The Lorentzian Polyakov action isThe worldsheet metric is independent of the embedding. Its equation sets the traceless worldsheet stress tensor to zero, making the metric locally conformal to the induced worldsheet metric; substitution recovers the Nambu–Goto action. Eliminating momentum in the Nambu-Goto phase-space action instead gives . On the positive-lapse branch, choose the independent metric, up to a positive Weyl transformation, asIts determinant is . Multiplication by recovers the reduced density, including the mixed term . This proves the phase-space identification of the Polyakov metric.
Conformal gauge and residual coordinate freedom. In the Hamiltonian formulation, conformal gauge is . The equations become , while and remain as constraints. In the metric formulation, conformal gauge is , or simply after fixing Weyl invariance. The metric parametrization proves these choices equivalent. Gauge-fixing the metric does not discard the Virasoro constraints.
With , independent reparameterizations multiply the flat metric by a conformal factor. A compensating Weyl transformation restores its chosen representative. Infinitesimally the Conformal Killing equation is . These are the residual conformal transformations of two-dimensional Minkowski spacetime, with the periodicity conditions appropriate to a closed string.
Ghost determinant and anomaly. For gauge conditions , the Faddeev-Popov determinant is the determinant of the linearized variationInsert this determinant in the gauge-fixed path integral and exponentiate it with anticommuting ghosts and antighosts: the additional action is proportional to . In metric gauge fixing, the trace is removed by Weyl invariance, and a worldsheet diffeomorphism changes the trace-free metric throughConsequently is a vector ghost and a symmetric trace-free antighost. A conventional normalization of the worldsheet ghost action isA rescaling of the antighost changes only this overall kinetic normalization. In conformal gauge, after normalizing the chiral fields, the kinetic terms areThe closed-string ghosts are periodic, with independent left and right systems. Their conformal weights are for and for , so the supplied bc ghost system expression gives . Each free embedding boson has central charge one per chirality. HenceThis central charge of reparameterization ghosts cancels the string conformal anomaly in each chirality separately. Having two sectors does not double the required target dimension.
Channel variables, poles and the vector state. With particles 1,2 incoming and 3,4 outgoing, the Mandelstam variables are and . They measure squared center-of-mass energy and momentum transfer. In the specified units , the external tachyon mass squared is , so .
The Gamma function residue at is . At , its argument varies with the opposite sign to . The Gamma function recurrence givesThus the Veneziano amplitude pole residues areFor generic fixed the simple poles are . A zero of the residue product at an exceptional negative integer makes the corresponding pole removable. Fixed must be away from its own channel poles; fixing it at a channel singularity does not give an ordinary finite meromorphic function of .
At , the residue is . This is proportional to , the contraction of conserved scalar-pair vector currents. Each current is orthogonal to the exchanged momentum because the external masses in its pair are equal. Alternatively, with scattering-angle cosine , one has ; at this pole , a pure spin-one angular dependence. ThereforeThe massless vector pole of the Veneziano amplitude is the massless open-string vector seen in the two-tachyon exchange channel.
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 1 27C a Solution Created 2026-09-24 Updated 2026-10-06
For , the gamma function isRotate the integration ray through , or insert a damping factor and then let it vanish. With the principal power, contour rotation givesFor the damping argument, , and Dirichlet tail estimates justify the limit. The condition ensures integrability at zero; makes the amplitude tend to zero and permits conditional convergence at infinity. At , the upper-end oscillation has no limit; larger also fails ordinary improper convergence. These restrictions concern this improper integral, not its analytic regularizations.
Past exam of the mathematics course of the University of Cambridge 2016 ia Paper 2 2A a Solution Created 2026-09-24 Updated 2026-10-06
Start from . Differentiation under the integral sign givesThis interchange is justified locally around any by the dominated convergence theorem: the differentiated integrands are bounded by an integrable polynomial times . Successive derivatives of giveThis is also the integer case of the Gamma function integral after scaling the integration variable.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 124 3 b Solution Created 2026-10-03 Updated 2026-10-06
Put , where is the Euler--Mascheroni constant, and let . The Buchstab function equation becomesThe given Gamma function bound implies . Indeed,so .
Suppose first that throughout an interval , with . The delay differential equation and integration successively on , , and so on propagate nonnegativity to the entire tail . In particular, is nonnegative and nondecreasing for . Its limit is zero, so it is identically zero there. Thus on that tail.
The delay differential equation then propagates this equality backwards: if for , then for . Repeating finitely many times would give on , contradicting there. Hence every interval contains a point where .
If instead on , the same propagation makes nonpositive and nonincreasing on the tail. Its limit zero again forces it to vanish, giving the same contradiction. Thus every such interval also contains a point where . The oscillation of the Buchstab function is therefore strict on every unit interval:
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 306 3 ii Solution Created 2026-10-03 Updated 2026-10-06
In a point-particle description of quantum gravity, interactions of a massless spin-two field occur at localized vertices of Feynman diagrams. The gravitational coupling has negative mass dimension for spacetime dimension greater than two, so short-distance loop integrations generate higher-derivative counterterms that cannot all be absorbed into the Einstein action. A string worldsheet instead joins incoming and outgoing strings by a smooth surface. In particular, a closed string splits or joins through a smooth pair-of-pants surface. There is no invariantly distinguished point at which every part of an extended string interacts. The choice of a time slicing can draw a joining point, but it is not a physical pointlike vertex. This removes the point-interaction geometry responsible for arbitrarily localized interactions and introduces the string length .
This geometric explanation is supported by the organization of the Polyakov path integral. Introducing a worldsheet metric makes the Nambu–Goto action amenable to gauge fixing. In the Euclidean integral, metrics on a fixed oriented surface are divided by worldsheet diffeomorphisms and Weyl transformations. What remains is a Riemann surface with a conformal structure, together with finitely many worldsheet moduli and the positions of external string vertex operators. The determinants from fixing the metric are represented by Faddeev-Popov ghosts. Schematically, for closed-string external states,Here is the moduli space of genus- punctured surfaces. The dilaton weights a surface by its Euler characteristic , giving before the normalization of external states. Every additional handle multiplies the contribution by . The string genus expansion therefore plays the role of the ordinary loop expansion, with the sphere giving tree level and the torus giving one loop. The critical dimension cancels the worldsheet Weyl anomaly, making this reduction to conformal geometry consistent.
The massless symmetric traceless closed-string state is a graviton, and its long-wavelength interactions reproduce gravity. At distances comparable with , however, an infinite tower of excited states contributes. This is more than a single particle form factor: the same amplitude contains graviton exchange, massive higher-spin exchange and string-scale softness.
The dimensionless variables in the given Virasoro–Shapiro amplitude correspond to , , , where capital letters denote the usual dimensionful Mandelstam invariants. Its constraint identifies the external particles as the closed bosonic tachyons, not four gravitons. Nevertheless its intermediate massless pole directly exhibits graviton exchange. The overall normalization will be suppressed below; no additional copy of the amplitude formula is needed.
First, the amplitude is symmetric under permutations of , expressing crossing symmetry. The poles in any channel areFor generic , the residue can be calculated with the Gamma function pole at and its recurrence:The product is when . Indeed, the pole factor contributes , while the two remaining Gamma ratios contribute . A residue polynomial of degree shows exchange of spins up to , with leading Regge trajectory . At , the massless residue is , containing the spin-two exchange. By crossing, the massless -channel pole isfor generic . Thus at large the pole behaves as , the characteristic energy dependence of graviton exchange. Its massless propagator produces the long-range gravitational interaction. At low energies the massive poles can instead be expanded into local higher-derivative corrections to the effective gravitational action.
At the string scale one must retain the whole tower. The Gamma reflection formula rewrites the amplitude exactly asAt large and fixed , away from the resonance poles or with a specified complex continuation, the Gamma ratio scales as . Hence the Regge limit scales as , up to the signature factor and the displayed -dependent coefficient. In particular, a fixed nonzero momentum transfer changes the point-graviton power law by a factor : the graviton belongs to an entire trajectory rather than remaining an isolated spin-two exchange at arbitrarily high energy.
There is stronger suppression when the scattering angle is fixed. Put , with . Applying Stirling formula to the Gamma functions, after the same treatment of real-axis poles, gives the leading smooth envelopeThe leading terms cancel and the remaining entropy-like combination is negative. In physical units the exponent is . This fixed-angle softness of the closed-string amplitude is absent for an elementary pointlike gravitational vertex. Equivalently, short-distance gravitational scattering probes additional string degrees of freedom. In a four-dimensional long-distance effective setting, a massive exchanged mode contributes a Yukawa-type correction proportional to , with couplings and tensor factors depending on the external states. Such terms are suppressed for and become relevant for . The amplitude establishes the spectrum and short-distance change; it does not by itself give a universal static potential for arbitrary sources. Its bosonic tachyon also signals an unstable vacuum, so it must not be treated as a complete stable model of a gravitational force.
Finally, the modular group prevents overcounting equivalent surfaces and reorganizes the loop ultraviolet region. A torus is with . A change of lattice basis identifiesThus the one-loop integral uses a fundamental domain for , for exampleThe measure is invariant, and the physical integrand, including matter, ghosts and external insertions, must respect torus modular invariance. In this domain . The region of arbitrarily small proper time that causes ultraviolet divergences in a particle loop is therefore not an independent part of the string integral; a modular transformation relates it to another description already represented in the domain.
This does not remove every possible divergence. The cusp is a long tube, and factorization through it can produce infrared divergences, massless tadpoles or the bosonic tachyon divergence. At higher genus, degenerating cycles similarly factorize into propagating intermediate string states. The essential improvement is the relation between worldsheet geometry, the full spectrum and the quotient by large diffeomorphisms; infrared and unstable-background problems remain separate questions. A short-distance expansion that keeps only the graviton discards precisely this structure.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 137 1 Solution Created 2026-10-03 Updated 2026-10-07
Use the Fourier transform normalization . A precise version of the Poisson summation formula is that, for every Schwartz function ,Both series have absolute convergence. Here being a Schwartz function means being smooth with for all nonnegative integers . This hypothesis makes the sums and the termwise operations below legitimate; the formula is not being asserted for arbitrary integrable functions.
Form the periodization of a Schwartz function . Every differentiated series has uniform convergence on , by rapid decay, so is a smooth periodic function of period one. Its th Fourier coefficient isThe interchange follows from absolute convergence uniformly on this interval. Integration by parts shows that these Fourier coefficients decrease faster than every inverse power of . Thus the Fourier series converges absolutely and uniformly to ; for example the standard convergence theorem for twice continuously differentiable periodic functions applies. Evaluating at zero proves the Poisson summation formula.
For , scaling the given Gaussian Fourier transform givesApplying the Poisson summation formula gives the real-parameter Jacobi theta function transformation
For , termwise application of the Mellin transform is justified by integrating absolute values and givesEach positive contributes , and the factor one half removes the equal positive and negative terms. This is the Mellin representation of the completed Riemann zeta function.
Split the integral at one. On , the Jacobi theta function transformation writes . Integrating the first two terms and substituting in the third yields the pole-subtracted theta integral for the completed zeta function:The remaining integral is an entire function of : , and on each compact set of this exponential dominates all powers of and all factors arising from differentiation. It therefore supplies a meromorphic continuation of to the whole plane, with simple poles at one and zero, of residues and , respectively. Its expression is unchanged by .
The reciprocal Gamma function is entire, with simple zeros at its nonpositive integer arguments. Consequentlyis holomorphic everywhere except for a simple pole at , of residue one. The apparent pole at cancels; in fact gives . This proves the analytic continuation of the Riemann zeta function. The completed functional equation of the Riemann zeta function isThese are equalities of meromorphic functions; at apparent singularities they are interpreted by continuation. Equivalently, is an entire function with .
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 137 2 Solution Created 2026-10-03 Updated 2026-10-07
Extend the Dirichlet character periodically to all integers, putting when . Its Dirichlet L-function, initially on , isThe Euler product follows from unique prime factorization and absolute convergence; a Dirichlet character is completely multiplicative on this extension. Write for the principal Dirichlet character, equal to one on units and zero elsewhere.
For a nonprincipal Dirichlet character , character orthogonality gives . Explicitly, multiplication by a unit with permutes the unit residues and multiplies this sum by , forcing it to vanish. For setThe numerator is at zero and the denominator is , so is bounded, indeed analytic, near zero; it decays exponentially at infinity. Initially for , absolute convergence justifiesThis Mellin transform integral is holomorphic for , locally uniformly in , and division by the Gamma function proves the requested analytic continuation to the left of the line one.
In fact, the same argument proves Mellin continuation of a nonprincipal Dirichlet L-function to the entire plane. If at zero, subtract this Taylor polynomial on and add its explicit integrals:The last integral is holomorphic on . Its possible simple poles at nonpositive integers cancel against zeros of . Letting increase shows that is an entire function, without any primitivity assumption.
For real , use the absolutely convergent Euler product logarithmThe higher-power remainder has the uniform estimateFor a nonprincipal Dirichlet character , invoke the allowed nonvanishing of a nonprincipal Dirichlet L-function at one. Its holomorphy and nonvanishing give a holomorphic logarithm on a small disk about one. On the connected real interval , differs from this logarithm by a fixed element of : the difference is continuous with exponential one. Thus the prime-character sum near one is bounded. This branch argument is needed for complex-valued Dirichlet characters.
For ,The finite product has a positive limit as , and the residue-one pole of the Riemann zeta function givesHere for nonprincipal Dirichlet characters means bounded complex magnitude.
Finally, for a residue class coprime to , Orthogonality of Dirichlet characters givesOnly primes not dividing occur, so the character orthogonality applies to every term. This sum diverges as . A finite collection of primes would give a bounded sum, a contradiction. Every reduced residue class contains infinitely many primes. This is the Dirichlet theorem on primes in arithmetic progressions; the coprimality hypothesis is essential.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 206 1 b Solution Created 2026-10-03 Updated 2026-10-05
For fixed known , take the natural parameter of an exponential familyThe negative binomial distribution has log-likelihoodThus this is a negative binomial exponential family, with dispersion parameter in the convention of part (a). The carrier contains the Gamma function and depends on the fixed size , which need not be an integer. Differentiating the cumulant function of an exponential family givesThereforeThe size controls overdispersion relative to a Poisson distribution; it is different from the unit dispersion parameter used by this fixed-size generalized linear model. Another common convention applies to the scaled response : then and . Keeping track of the response scale prevents confusing these two representations. At the law is concentrated at zero and is obtained as a boundary limit, rather than by a finite natural parameter of an exponential family.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 306 3 Solution Created 2026-10-03 Updated 2026-10-05
Use a genus-zero Polyakov path integral, target signature and all four momenta incoming. Define the Mandelstam variables by , , . The string mass-shell condition is and momentum conservation is , soThe reduced amplitude omits the overall momentum-conservation Dirac delta distribution and any conventional overall scattering-matrix phase. Interpret each tachyon vertex operator as normal ordered; self-contractions must not be included.
The free-boson worldsheet propagator is . Wick theorem then evaluates the normal-ordered exponential correlator as the Koba-Nielsen factorThe worldsheet zero mode supplies momentum conservation. Four vertices give and the sphere contributes through the string genus expansion, leaving .
The sphere's residual Möbius transformations fix three insertion points. In sphere gauge fixing for four string vertices, take . The worldsheet ghost fields, equivalently the Faddeev-Popov determinant for this residual group, supply . At finite , this determinant grows as , while the matter correlator decays as by momentum conservation and the tachyon mass shell; their product has a finite limit. Equivalently the weight- matter operator at infinity is normalized with , while the ghost pair uses the inverse factor. After stripping the fixed-position normalization, onlyremains. Here choose the standard complex-coordinate measure . With instead, the reduced normalization must acquire a factor two to give the same requested amplitude. Absolute vertex/sphere normalization is a convention; this choice fixes it consistently with the displayed prefactor.
Set , , . Then and the integrand is . To evaluate the complex beta integral first work where . This ensures convergence near , and infinity. Set and . Schwinger parameterization givesCompleting the square, the Gaussian integral is . Change variables to and ; their Jacobian determinant is . Integrating gives . The remaining integral is the ordinary beta function . ThusRestoring and substituting the Mandelstam variables proves the Virasoro–Shapiro amplitude:For physical scattering the original position integral generally fails to converge. The formula defines the amplitude by analytic continuation from the convergence domain, with the desired scattering boundary value at real poles; the convergent integral should not be claimed valid for every physical momentum.
The gamma function is a meromorphic function, with simple poles at nonpositive integers and no zeros, while its reciprocal is an entire function. Consequently it is a meromorphic function of the independent invariants and a crossing-symmetric scattering amplitude: permuting leaves it unchanged. Its generic channel poles areand the same tower in and . They represent the exchanged bosonic string mass spectrum: the tachyon, massless states including the graviton, and an infinite sequence of massive closed-string levels. There are no threshold branch cuts at this tree order.
A precise check of factorization is the Virasoro–Shapiro amplitude pole residue. Near , set in the nonsingular factor. The gamma function recurrence givesCombining this with showsThe residue is a degree- polynomial in , consistent with exchange up to spin and scattering-amplitude factorization. At exceptional kinematics reciprocal Gamma zeros can remove apparent poles. In particular, when both and approach nonpositive integers, the zero from cancels the putative double pole, leaving channel simple-pole terms. Thus one must not count products of numerator poles without using .
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 310 3 c Solution Created 2026-10-03 Updated 2026-10-06
Use the dark-sector temperature in every dimensionless integration variable: and . Assume a single real scalar field, , and fast number-changing reactions keeping . For , the populated momenta satisfy , soThis is the nonrelativistic Maxwell-Boltzmann distribution limit of the Bose-Einstein distribution. The given Gaussian Gamma function integral givesSince and , the entropy density at zero chemical potential is . Its leading nonrelativistic entropy at zero chemical potential is thereforeAn internal multiplicity would multiply this expression; the absence of in the printed result assumes a real one-state scalar.
Now use the constant separately conserved visible and dark entropy ratio and the relativistic visible-bath entropy law, . Since ,Thus the cannibal-sector temperature ratio hasThe numerical coefficient is approximately . The visible-bath temperature is the photon temperature while that bath is internally thermalized; after distinct visible species acquire different temperatures, its total entropy must instead use the appropriate temperature-weighted .
The displayed relativistic scalar entropy formula must not be continued into this regime with held constant. If it is used as an effective definition at arbitrary temperature, thenand gives the same result. This specifies how the relativistic expression can legitimately be combined with the nonrelativistic one.
