Assume all relevant modes begin outside the horizon at common conformal time , grow as until radiation-era horizon entry, then freeze until matter-radiation equality, and again grow as in matter domination. With horizon entry , and final time , direct multiplication of the growth factors gives the displayed transfer with . A primordial density power spectrum becomes below equality wavenumber and above it. This approximation neglects the true logarithmic radiation-era matter growth, baryonic acoustic structure and late acceleration; a conventionally normalized transfer divides out .
Harrison-Peebles-Zeldovich spectrum 2026-10-14
The Harrison-Peebles-Zeldovich spectrum is the scale-invariant primordial growing-mode spectrum: in a fixed conformal time slice before cosmological horizon crossing, the matter power spectrum is proportional to in the usual growing-mode density convention. At horizon entry , its dimensionless mass variance is independent of . This statement fixes a spectral shape, not its amplitude. Radiation domination subsequently suppresses small-scale density growth through the Mészáros effect, producing the asymptotic matter power spectrum after matter-radiation equality.
Horizon angle at matter-radiation equality Created 2026-10-06 Updated 2026-10-07
A horizon-length patch on the matter-radiation equality surface has physical size in a flat universe with conformal time measured from the Big Bang. Dividing by its angular diameter distance gives its small angular size. For the radiation-matter scale factor in conformal time, this is . A patch diameter is twice the angle associated with one horizon radius. The particle horizon is an integral over past evolution and must not be silently replaced by the instantaneous Hubble radius.
Logarithmic small-scale matter transfer Created 2026-10-06 Updated 2026-10-07
Modes with enter the horizon during radiation domination. Their matter perturbations grow only logarithmically until matter-radiation equality, rather than as . Matching the radiation-era logarithmic growth onto the matter-era growing mode gives the large- cosmological transfer function scaling shown, up to constants and the matching scale inside the logarithm. For a primordial scalar spectral index , the late-time linear cosmological density power spectrum consequently changes from at small to at large . These scalings omit baryonic acoustic structure and nonlinear evolution.
Here the cold-dark-matter transfer function is normalized so that , where is the primordial comoving curvature perturbation and is independent of . During radiation domination, horizon entry occurs at . An adiabatic entry amplitude of order then acquires a factor by matter-radiation equality. Subsequent matter domination supplies a common growth factor; division by the conventional prefactor therefore gives .
Neglecting curvature and dark energy, integration of the Friedmann equation for radiation in cosmology and pressureless matter gives the displayed comoving particle horizon. At matter-radiation equality, , this is times the radiation-only extrapolation . Its associated inverse length differs by an order-one factor from the matter-radiation equality scale .
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 58 3 c Solution Created 2026-10-03 Updated 2026-10-14
Neglecting the rapidly oscillating radiation source on subhorizon scales, stress-energy conservation and the trace of the Einstein field equations giveEquivalently in cosmic time, . Radiation still contributes to the background expansion, even when its perturbation source is averaged away.
Put and let be the density of either component at matter-radiation equality. Then and . With , the Friedmann equation givesApply the chain rule to the density equation:Thus the Mészáros equation isSubstituting gives , sois indeed a solution. It is approximately constant during radiation domination and grows as during matter domination. The second independent solution iswhich behaves as at small . Thus smoothing radiation does not eliminate every logarithmic solution; matching through actual horizon entry fixes the combination excited.
Modes with enter after equality and retain the shape. Modes with enter during radiation domination: their horizon-entry spectrum is and they gain little growth until equality. The late matter power spectrum therefore turns over near and has a large-scale branch and a small-scale branch, with the more accurate radiation-era matching givingEquivalently the cold-dark-matter transfer function falls approximately as , up to the logarithm. The turnover is the consequence of the Mészáros effect; it is not a change of the primordial scale-invariance condition.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 74 3 iii Solution Created 2026-10-03 Updated 2026-10-14
A useful decomposition of the linear matter power spectrum, absorbing the Fourier normalization into its amplitude, isHere is the cold-dark-matter transfer function and the linear growth factor. On scales entering the horizon after matter-radiation equality, , so with near one. Modes entering during radiation domination undergo suppressed growth relative to later entrants, producing a turnover near the equality scale and, well above it, . Thus the linear spectrum asymptotes approximately to . Baryon acoustic oscillations superpose a weak oscillatory pattern. At sufficiently short scales nonlinear gravitational instability invalidates this linear extrapolation.
Schematic matter power spectrum with equality turnover, baryon oscillations and approximate observational scale ranges
. Details. The plotted curve illustrates the shape rather than a precision cosmological fit; the bands are overlapping approximate scale sensitivities, not sharp experiment boundaries. Cosmic microwave background anisotropies constrain primordial amplitudes and transfer physics on very large through acoustic scales; converting them to a late-time matter spectrum requires a cosmological model. Galaxy redshift surveys constrain approximately –, with galaxy bias and redshift-space distortions modeled. Peculiar velocities constrain large-scale mass fluctuations; cluster abundances constrain the fluctuation normalization near cluster scales. Weak gravitational lensing measures projected matter on intermediate and smaller scales. The Lyman-alpha forest extends constraints to roughly –a few at high redshift, requiring gas, temperature and ionizing-background modeling. These are complementary measurements of the underlying spectrum rather than interchangeable direct Fourier measurements.
The matter fraction controls the equality turnover. From and the Friedmann equation at equality,The measured background radiation fixes , so the physical turnover scale measures approximately . In units its location mainly constrains ; independent knowledge of is needed to extract . Standard radiation content gives the useful estimate , approximately for , .
The cosmological baryon density sets the inertia of the pre-decoupling photon–baryon fluid and changes its sound horizon and the oscillation pattern. The oscillation contrast and broadband suppression depend on the baryon fraction ; the acoustic positions depend on the sound horizon and the distance conversion. The cosmic microwave background peak-height pattern independently constrains . Combining these with the equality scale and a distance or Hubble constant determination permits estimates of both requested density fractions. Spectral tilt, neutrino free streaming, galaxy bias and nonlinear evolution must be fitted rather than assigning every shape change to baryons. The acoustic signature was already observed in the 2005 galaxy correlation measurement; the first-year microwave-background parameter analysis demonstrates the complementary parameter constraints.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 74 3 i Solution Created 2026-10-03 Updated 2026-10-14
A superhorizon density contrast is gauge dependent. The stated growth laws describe the growing adiabatic mode in the comoving-gauge density contrast (and the corresponding usual synchronous growing mode), not an arbitrary coordinate density perturbation. Work with a flat, single-fluid background with constant , negligible anisotropic stress, , and a comoving Fourier wavenumber .
Here is a derivation from the linear gravitational constraints and evolution equation. For an adiabatic mode, the scalar gravitational potential obeysPrimes denote conformal time derivatives. The Friedmann equation gives and , so the bracket vanishes. On superhorizon scales, , the leading solutions are a constant potential and a decaying solution proportional to . Keeping the growing adiabatic branch therefore makes time independent to leading order.
Combining the time-time and time-space linear Einstein constraints eliminates the coordinate velocity and gives the comoving density constraintThis is the relativistic comoving constraint, not a subhorizon Newtonian approximation. Since , it implies . Also in cosmic time, whenceBoth epochs here mean their respective leading growing solution; matching through matter-radiation equality requires the full two-component evolution. The constant superhorizon curvature or potential is consistent with this growth because the comoving density perturbation carries the additional factor .
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 62 4 d Solution Created 2026-10-03 Updated 2026-10-14
The continuity and Cosmological Euler equation in synchronous gauge combine particularly simply. Differentiate and add :The velocity terms cancel by the Cosmological Euler equation in synchronous gauge, so this step does not require setting the initial velocity exactly to zero.
For subhorizon modes deep in radiation domination, take the rapidly oscillating radiation perturbation to be negligible in the averaged gravitational forcing. Also neglect the subdominant matter self-gravity to leading order in . With and , the resulting equation isIntegrating twice giveswhere the arbitrary reference time makes the logarithm dimensionless and can be absorbed into . This is logarithmic growth of matter perturbations during radiation domination.
The neglect of matter self-gravity is needed for the displayed form to be exact within the leading radiation-background approximation. Uniform radiation alone leaves a nonzero term if the cold-matter density is retained. Relative to , its coefficient is , small deep in the radiation era but not near equality. The Mészáros equation retains that effect in a matter-plus-radiation background; its solution basis tends to a constant and a logarithm at , recovering the present leading result. It connects smoothly to matter-era growth rather than allowing the logarithmic approximation to be extrapolated indefinitely.
Galaxy-scale modes enter the Hubble radius before matter-radiation equality. The earlier radiation forcing and horizon-entry matching ordinarily generate a nonzero logarithmic coefficient, even though subsequent oscillatory radiation forcing is small. A Fourier mode with entry time accumulates before equality. Across a large scale-factor range this factor need not be small, so treating the density contrast as exactly frozen would lose an important part of the galaxy-scale seed amplitude and its scale dependence. Growth is nevertheless much slower than in matter domination. This is the Mészáros effect, and the logarithmic matching contributes to the small-scale matter cold-dark-matter transfer function.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 72 4 ii b Solution Created 2026-10-03 Updated 2026-10-14
Separate the observables before combining their parameter constraints. The baryon fraction is included within total matter: for the benchmark, , rather than adding to a second time. With , the physical density combinations areFor baryons, Big Bang nucleosynthesis predicts primordial light-element abundances as a function of the baryon-to-photon ratio; deuterium is especially sensitive. Independently, baryon inertia changes the relative heights of compressional and rarefaction peaks in the cosmic microwave background through the baryon loading parameter. Agreement of these two physical-density estimates supports a baryon abundance near the quoted value. For example, the three-year WMAP cosmological analysis found in its fitted model.
For total matter, matter-radiation equality affects the microwave-background peak pattern and fixes a characteristic turnover in the matter power spectrum. galaxy clustering therefore constrains matter density, with corrections for galaxy bias and peculiar-velocity distortions. Cluster baryon fractions combine observed gas and stars with total masses inferred dynamically or by gravitational lensing; comparison with the cosmic baryon fraction also constrains . Galactic rotation, cluster dynamics and gravitational lensing give independent evidence that visible baryons alone cannot supply the gravitating mass. The precise estimate comes from quantitative joint fits, rather than from a rotation curve by itself. Different 2006 data combinations gave somewhat different best fits, so is a rounded benchmark rather than a universal exact fit.
For a cosmological constant, standardized high-redshift Type Ia supernovae measure the shape of the luminosity-distance relation. In a flat matter-vacuum model,The observed supernova dimming relative to simple decelerating matter models favours late accelerated expansion. The original evidence is given by Riess and collaborators' 1998 supernova analysis. Combining the distance curve with matter constraints selects a positive vacuum fraction close to the quoted benchmark; it gives .
For curvature, the angular scale of the Cosmic microwave background acoustic peaks compares the sound horizon with the angular diameter distance to last scattering. This strongly constrains spatial geometry, but curvature and late-time expansion parameters can partly compensate one another. Independent distances, notably baryon acoustic oscillations and supernova distances, help break that degeneracy. The 2005 SDSS acoustic-peak detection supplies a low-redshift standard ruler complementary to the microwave-background ruler. In combination, these observations support near-flat geometry and the closure relation .
The benchmark is supported by mutually constraining abundance, clustering, angular-scale and distance measurements. Its uncertainties are correlated and depend on model assumptions. An exactly zero curvature parameter has no meaningful percentage error; observational evidence establishes consistency with zero and an absolute uncertainty, not a literal fractional accuracy better than ten per cent on zero.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 64 2 i Solution Created 2026-10-03 Updated 2026-10-14
Let and . Choose the synchronous gauge rest frame of cold dark matter, so . Its continuity equation then gives . Substitution in the trace Einstein equation givesFor radiation in cosmology the continuity and Euler equations are and . Differentiate the first, eliminate and , and obtainradiation in cosmology pressure supplies the acoustic restoring term while its energy density contributes twice as strongly to the trace gravitational source through .
Deep in radiation domination, , , and . At long wavelengths , the adiabatic initial conditions require . The cold-matter equation reduces toA power gives . The regular growing solution therefore hasThe other adiabatic solution diverges as and is discarded for the regular primordial growing mode. The relation between the density contrasts fixes their relative entropy to zero, not their subsequent equality inside the acoustic horizon.
One can also solve the leading radiation-era equations explicitly, which proves that the same regular mode develops logarithmic cold-matter growth after horizon entry. Put . The first equation gives . Substituting in the second givesDefineIts useful derivative is . Direct differentiation verifies the fourth-order equation and gives the associated radiation in cosmology solution:At zero, and , so this is precisely the regular adiabatic radiation-era cold-dark-matter transfer solution with . The other indicial behaviors of the fourth-order equation are ; they are either nonadiabatic at leading order or singular and do not add another regular growing adiabatic mode.
For , the integral is , where is the Euler's constant and the cosine integral. Its oscillatory tail cancels the explicit leading term, givingThus the requested late sound-horizon behavior isAn additive constant in is absorbed into the reference ; the regular adiabatic solution fixes the acoustic phase, with in the explicit time-origin convention above. A general acoustic mixture has both terms. The physical expansion parameter is ; comparisons with describe the same long- and short-wavelength regimes up to fixed numerical factors.
The contrast grows much more slowly after entry during radiation domination: radiation in cosmology undergoes pressure-supported acoustic oscillations and cold matter only the logarithmic Mészáros effect. Modes entering well before matter-radiation equality consequently have suppressed late amplitudes relative to modes that stay outside the horizon until near equality. After matter domination begins, pressureless growing modes can grow as . This scale-dependent history produces the turnover and small-scale suppression of the matter transfer function and affects the initial conditions for large-scale structure of the universe. The early subhorizon limit requires both and ; it is not applicable to a mode that enters only in the matter domination.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 64 3 ii Solution Created 2026-10-03 Updated 2026-10-14
Before decoupling, rapid Thomson scattering makes the photon distribution nearly isotropic in the local photon-fluid rest frame. A local blackbody temperature perturbation changes its energy density by . A first-order boost by the fluid velocity adds a temperature photon dipole ; it does not generate a photon quadrupole until second order in that boost. Thus the photon brightness perturbation at instantaneous decoupling isHigher angular moments are suppressed by the photon mean-free-path to perturbation-length ratio in the tight-coupling approximation. The idealized equilibrium assumption neglects those finite-mean-free-path corrections, polarization effects and finite thickness of the last-scattering surface. It is not an assertion that collisionless photons remain isotropic after decoupling. The distinction between a fluid treatment and the subsequent hierarchy is discussed in the primary synchronous and Newtonian perturbation treatment.
Let and . Multiplication of the synchronous photon brightness equation by its integrating factor givesIntegration from to and division by four yieldFor the real-space observation point , the corresponding background ray is . Fourier inversion gives the synchronous Sachs-Wolfe line-of-sight formulaEvery source is evaluated at its appropriate point on the ray, rather than at the observation position. Here is photon propagation direction, opposite to the outward observer-to-source sky direction; changing that convention changes the written sign of the Doppler projection consistently.
The first term is the intrinsic photon temperature at last scattering. On wavelengths larger than the sound horizon, it retains primordial adiabatic information; inside that horizon the photon-baryon fluid has acoustic energy density oscillations, producing the acoustic temperature peaks. The second term is the Doppler effect from the fluid's bulk motion at emission. A regular long-wavelength velocity is gradient-suppressed; the Doppler contribution is important near and below the acoustic horizon, with its acoustic phase displaced from that of the energy density oscillation.
The integral is the gravitational energy shift produced by the changing spatial metric tensor along the photon path. In synchronous gauge it includes endpoint gravitational redshifts as well as evolving-potential effects. It must not be identified solely with the Integrated Sachs-Wolfe effect: in Newtonian gauge the same total separates into the ordinary last-scattering Sachs-Wolfe effect, local observer terms, and an integral of time-varying potentials. The ordinary contribution is important on scales outside the sound horizon at decoupling. A late integrated contribution is strongest on large angular scales when dark energy or curvature changes the potentials; evolution around matter-radiation equality also contributes near the first acoustic scales.
The relevant comoving sound scale is , while the projection distance is . Modes project roughly to photon temperature multipole , and the acoustic scale is , with successive peak spacing of order . At much shorter wavelengths Silk damping and the finite last-scattering thickness suppress energy density and velocity anisotropies; the instantaneous-decoupling approximation alone does not model that cutoff. These scale distinctions explain why the three terms cannot be assigned one common range of important wavelengths.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 1 b Solution Created 2026-10-03 Updated 2026-10-14
On the expanding branch of the Friedmann equation, dropping the vacuum term gives the conformal timeThe lower limit sets at the Big Bang. The approximation requires , and remains safe earlier when radiation in cosmology dominates. At matter-radiation equality, , so . Substitution yieldsIn conformal coordinates the radial FRW metric is . A radial light ray therefore travels a comoving distance . The maximum distance traversed since the Big Bang is : this is the comoving particle horizon, rather than the instantaneous comoving Hubble radius or the acoustic horizon. Restoring in the numerical conversion givesFor and , the comoving particle horizon at matter-radiation equality is about . The corresponding scale factor is .
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 1 c Solution Created 2026-10-03 Updated 2026-10-14
Dropping radiation in cosmology in the Friedmann equation givesTo evaluate this matter-vacuum conformal age integral, put . The square root in the denominator becomes , whereas . ThereforeThe radiation-free approximation is not valid arbitrarily close to the lower limit. Its extension to zero nevertheless gives a good leading conformal time estimate: the early-time correction has size , small compared with the total age when matter-radiation equality occurs sufficiently early. The apparent endpoint singularity is integrable.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 1 d Solution Created 2026-10-03 Updated 2026-10-14
An object at matter-radiation equality lies at comoving radial distance in the flat FRW metric. Its angular diameter distance is , while one particle horizon radius has physical size . Its small angular radius is consequentlyThe last step uses . If , the matter-vacuum conformal age integral tends to : its integrand behaves as at zero and at infinity. Inserting the two conformal times givesThe negative matter exponent follows directly from . This agrees with the original PDF; the TeX transcription drops the minus sign. If desired, evaluates the constant through the beta function and Gamma function:The infinite-upper-limit approximation requires vacuum dominance much stronger than in the illustrative parameters of part (a), so it is an asymptotic formula rather than a precision angular prediction for those values.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 4 b Solution Created 2026-10-03 Updated 2026-10-14
After cosmological horizon crossing, the rapidly oscillating radiation source can be averaged away as specified. Well inside radiation domination, the remaining cold dark matter self-gravity is also subleading because . To leading order the linear cosmological density perturbation equation is thereforeTwo integrations giveThe reference time makes the logarithm dimensionless. A growing superhorizon mode reaches entry with a nonzero derivative, so matching generally excites . For example, an abrupt leading-order match from gives , whereas its exact numerical coefficient depends on the transition and the radiation forcing.
This logarithmic growth is the Mészáros effect. It is an asymptotic radiation-era result: after dropping the oscillating radiation perturbation, the original equation still contains . Retaining that term and the changing background leads to the Mészáros equation, which provides the interpolation near matter-radiation equality. It would be incorrect to claim that a pure logarithm solves the complete mixed-background equation exactly.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 4 e Solution Created 2026-10-03 Updated 2026-10-14
First consider . Such a mode remains outside the horizon through matter-radiation equality, grows as on both sides, and keeps the same matter-era growth after entry. Squaring this growth preserves the shape of the HPZ spectrum:up to a scale-independent matching coefficient.
For , entry occurs in radiation domination at , with . The density amplitude then grows only logarithmically until equality. ThusDuring matter domination, the matter-era linear growth factor of the density is , so its square multiplies the matter power spectrum:The turnover at records whether a mode entered during radiation domination. Earlier-entering small-scale modes miss the rapid growth and receive only the logarithmic Mészáros effect. This is the origin of the logarithmic small-scale matter transfer. The formula is a large- asymptote: the additive constant in the logarithmic solution and smooth equality matching must be retained near , where the spectrum does not vanish.
Multiplying by gives the small-scale mass-fluctuation varianceThis gives the requested estimate for modes entering before equality, with the logarithm replaced by a smooth order-one factor in the transition region. On comoving scale , unit variance today requiresFor a numerical illustration faithful to this question's flat, matter-plus-radiation background, take and , hence rather than the appropriate to a vacuum-dominated model. Part 1(b), now with , gives . In this two-component model the same integral is valid all the way to today, givingWith , and . Therefore , corresponding to a horizon-entry root-mean-square fluctuation of roughly . A very small primordial amplitude, of order in this schematic normalization, can reach unit small-scale variance by today. Factors from the Fourier convention, smoothing window and equality matching preclude a precise normalization here. The calculation marks the onset of nonlinear structure formation, where extrapolating the linear solution ceases to be valid. For a universe with late vacuum domination, one must replace the matter-only growth law by its actual growth factor before making a numerical inference.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 66 4 ii Solution Created 2026-10-03 Updated 2026-10-14
Well before matter-radiation equality, radiation domination makes the integrand approximately constant:At equality, , so and . Extrapolating the radiation-only result gives . This overestimates the horizon because matter is no longer negligible at equality and increases the expansion rate.
Retain both matter and radiation, still neglecting the insignificant early cosmological constant. The particle horizon through radiation-matter equality isThereforeThis is a comoving distance; the proper horizon at equality is approximately kiloparsecs.
For today's horizon, extrapolating matter domination givesThis is an order-of-magnitude estimate: dark energy is significant late, and radiation matters early. Numerical integration of the complete expression with the supplied density parameters and givesBoth neglected positive-density terms increase at fixed and reduce the horizon relative to the matter-only extrapolation.
