cold dark matter is nonrelativistic and effectively collisionless on the scales of interest. Its small velocity dispersion limits free streaming, allowing small-scale gravitational wells to survive. baryons coupled to photons undergo acoustic motion and damping before recombination; dark matter does not share that photon pressure, and provides potential wells into which baryons can later fall.
For a subhorizon pressureless perturbation, once a Newtonian treatment is applicable,During radiation domination the matter contribution to the background gravity is small; neglecting it gives . This slow subhorizon growth is the Mészáros effect. During matter domination,in an Einstein-de Sitter universe. Once approaches unity, linear theory fails and collapse, virialization and merging become important.
Modes entering the horizon during radiation domination therefore grow less before equality than longer modes entering later. This scale dependence is encoded in a transfer function, with a schematic linear matter power spectrum . cold dark matter supports hierarchical assembly; a sufficiently large warm- or hot-dark-matter free-streaming length suppresses small-scale structure. Superhorizon density contrasts change under a gauge transformation in cosmological perturbation theory, so the subhorizon growth laws should not be applied indiscriminately outside the horizon. The original cold-dark-matter formation model explicitly connects weak free streaming to the spectrum that seeds galaxies and clusters.[ref]
Formation of galaxies and large-scale structure with cold dark matter by George R. Blumenthal and others. 1984, Nature 311, pp. 517–525, abstract: collisionless cold particles, retained fluctuations and the post-recombination spectrum
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Growing and decaying modes. Neglect pressure and insert the Einstein-de Sitter background. A trial givesThereforeThe quoted growth law selects the growing mode; arbitrary initial data can also contain the decaying one. In a static homogeneous Jeans model, , so an unstable mode grows exponentially, . Expansion introduces the damping term and a falling background density, yielding power-law growth instead. If the wavevector in the supplied pressure term is comoving, that term would need ; the pressureless result does not depend on this convention.
Amplitude problem. Using the stated recombination epoch, matter-era growth from then until today is only about . A baryonic density perturbation of order would reach merely , far below the order-unity regime needed for nonlinear collapse. photon coupling also prevents baryons from freely collapsing before recombination. The observed microwave temperature contrast is not an exact direct measurement of baryon density contrast at every scale: acoustic transfer and gravitational redshift matter. The estimate expresses the insufficient growth of tiny photon-coupled baryonic seeds, not an exact conversion between the two observables.
Coupled gravitational response. Both pressureless components respond to the same perturbed potential. The equations areTheir difference obeys , where . Thus and, in Einstein-de Sitter, .
Catch-up branch and its condition. With dark matter dominating the source and in its growing mode, write . The full baryon solution isThe requested baryon catch-up approximation after recombination selects the branch with negligible relative decaying mode, . Defining then givesThis branch applies at and after and has and matched baryon/dark-matter growth velocities at that epoch. It does not follow uniquely from vanishing initial baryon density contrast alone. If both and its initial time derivative vanish at , the zero-initial-baryon-velocity catch-up transient instead givesBoth approach unity for . The displayed target therefore needs its stated no-relative-decaying-mode assumption; a finite baryon fraction modifies the transient further.
Physical consequence. cold dark matter is not held to the radiation by Thomson scattering, and can build gravitational wells before baryon decoupling, with appreciable matter-era growth after equality. Its growing perturbations then attract baryons once pressure and radiation drag become unimportant. The relative offset stays constant or decays while the common mode grows, so baryons catch up. Nonlinear structure need not grow solely from the tiny baryonic perturbation inferred at decoupling. cold dark matter growth during radiation domination is slower than the matter-era law, and the stated formula is neither a radiation-era nor a nonlinear-collapse solution.
Small primordial fluctuations seed later structure. For adiabatic cosmological perturbations on scales outside the horizon, the uniform-density curvature perturbation is conserved when the non-adiabatic pressure perturbation and the decaying mode can be neglected. A density contrast outside the horizon is gauge-dependent, so its apparent power-law growth should not be confused with directly measured local collapse.
For subhorizon, pressureless matter, the linearized continuity equation, Euler equation and Poisson equation combine intoHubble expansion damps peculiar motion; self-gravity amplifies overdensities. During radiation domination, radiation pressure drives acoustic oscillations and cold dark matter growth after horizon entry is only logarithmic. During matter domination the growing and decaying solutions are and . Dark-energy domination later suppresses growth relative to the matter-era law.
For a pressure-supported fluid the Fourier-mode equation also contains , giving a Jeans length separating acoustic support from gravitational growth. Before recombination, baryons are tightly coupled to photons and oscillate rather than freely following dark matter. Silk damping from photon diffusion damps small-scale photon-baryon fluctuations; after decoupling, baryons can fall into dark-matter potential wells. free streaming smooths species-dependent scales and distinguishes cold from warm or hot dark matter.
Schematically, the linear matter power spectrum can be written under the usual primordial-curvature normalization. The cosmological transfer function records horizon entry, matter-radiation equality, acoustic physics and damping; the linear growth factor records later amplification. density contrasts approaching unity require nonlinear collapse and halo formation beyond this approximation. cosmic microwave background anisotropies and galaxy clustering test the same initial perturbations through different transfer histories; galaxy bias, redshift-space distortions and observational selection enter the galaxy comparison.
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The Kronecker delta is the identity map on the defining representation. Its transformation is . For the alternating Levi-Civita symbol, the determinant identity givesThe lower-index alternating tensor transforms with three inverse matrices and acquires instead. Thus , and are invariant tensors of SU(3). These identities use unimodularity; unitarity identifies the dual representation with the complex-conjugate defining representation.
For a mixed SU(3) tensor representation , the matrix trace is invariant. HencegivesThe trace is the singlet. The traceless matrix transforms by conjugation, so it is the adjoint representation of SU(3). It is irreducible: an invariant complex subspace is invariant under commutators with the complexified algebra , and would be an ideal in that simple Lie algebra. Only the zero and full traceless-matrix spaces are possible.
For the cubic tensor, define its symmetric and antisymmetric first-pair parts byand let be its completely symmetric part. This has independent components and transforms as the symmetric cubic representation of SU(3). Its irreducibility can be seen in the homogeneous cubic-polynomial realization: the simultaneous highest-weight conditions and leave only . A finite-dimensional unitary representation is completely reducible, and each irreducible summand has a highest-weight vector, so this single highest-weight line implies a single irreducible summand. Lowering generates all ten monomials.
Remove this fully symmetric part from , putting . DefineIts trace vanishes because is symmetric in its first two indices. Invariance of makes transform as one upper and one lower index. The inverse map isIndeed contraction with gives . The inverse has the required first-pair symmetry and zero completely symmetric part. Thus this eight-dimensional remainder is another adjoint representation of SU(3).
For the antisymmetric part, defineNow decompose , with traceless. The first term supplies a second independent octet; the trace supplies a singlet proportional to . With , the explicit cubic SU3 tensor projections reconstruct the entire tensor:All projections commute with the SU(3) action because they use permutations and invariant tensors. Their inverse maps and the dimension count establishThe two octets are equivalent as group representations but distinct subspaces in this decomposition; one comes from the first-pair symmetric sector and the other from the first-pair antisymmetric sector. General permutations can mix these equivalent copies.
In the quark model, the up quark, down quark and strange quark form the defining triplet of approximate flavor symmetry. Three-quark baryons therefore have precisely these possible flavor representations. The fully symmetric decuplet corresponds to the observed spin- baryon decuplet: the four Delta baryons, three states, two states and the Omega baryon. Their strangeness rows have flavor hypercharge and isospin ; and occupy the extreme and weights.
The observed spin- baryon octet contains the nucleons, three Sigma baryons, the Lambda baryon and two Xi baryons. In its row, and share the same third-component/hypercharge weight but have different total isospin. Approximate flavor symmetry explains multiplet organization, not exact equality of all their masses: the strange-quark mass and electromagnetic interactions break it.
The two octet copies in the flavor tensor do not require two identical ground-state octets. A three-quark colour singlet is antisymmetric in color; for a symmetric ground-state orbital wavefunction, the Pauli exclusion principle requires a symmetric combined spin-flavor state. The mixed flavor octet tensors combine with the mixed spin- tensors to supply that symmetry. The symmetric flavor decuplet combines with symmetric spin . Together they form the symmetric spin-flavour SU6 representation, with spin-flavor states. A completely antisymmetric flavor singlet cannot appear in this spatial ground state because three spin- indices have no fully antisymmetric spin state: . Three-quark flavour singlet configurations instead require a suitable excited spatial/spin symmetry. Flavor SU(3) here is distinct from the exact color gauge symmetry; treating them as the same group action would misidentify the physical multiplets.
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In the specified dust model , so and . Photons and the six neutrino/antineutrino helicity states giveUsing the supplied GeV estimates literally givesThe rounded time/temperature conversions are unusually crude: converting Gyr to and K to GeV instead gives . Either set gives the same order-of-magnitude mass conclusion below, but the numerical abundance should identify which supplied units are used.
For a stable relic, the relevant comparison is energy density, not merely particle number. The matter density left over after the baryons is at most nine times the baryon density here. ConsequentlyPut and use with . The condition becomesFor the literal supplied numbers the right side is about , giving and – GeV. With the physically consistent conversions the estimate is about GeV. The intended rough conclusion is therefore a sufficiently suppressed branch with no larger than order GeV, within the toy cosmological particle freeze-out law. Comparing the two number yields alone gives a similar rough scale but misses the mass weighting. This is a thermal relic density bound for a tunable fermion.
For , relativistic decoupling would instead leave , incompatible with the matter-density bound for such heavy stable particles. These are conditional bounds on a populated, stable thermal relic. A short lifetime or an initially suppressed nonthermal population can change the conclusion; the supplied information alone does not constrain every possible production and decay history.
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Put and choose the residual synchronous frame comoving with cold dark matter, so . Its Euler equation preserves this choice. The continuity equation then gives . Neglect background baryon pressure and all unenhanced corrections of order , but retain because a short wavelength can make it important. The trace equation becomesUsing provesFor baryons let . The retained continuity and Euler terms are and . Differentiate the first and substitute the second:HenceThe pressure sign is stabilizing. The drag terms contain first derivatives of the density perturbations, as printed in the PDF; those primes are lost in the converted TeX. The approximation assumes slowly varying nonrelativistic background baryon pressure and the growing physical mode, not a residual synchronous gauge mode.
Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 71 5 b Solution Created 2026-10-03 Updated 2026-10-14
For small baryon fraction the CDM growing mode is , and its gravity forcesFor an adiabatic cosmological perturbation to follow the unsuppressed growing mode, pressure must be below the gravitational forcing frequency: . With physical wavelength , this becomesThis is Jeans support versus forced baryon response. The wording “only grow” must refer to unsuppressed gravitational structure growth; it is not a theorem that all shorter-wavelength baryon perturbations are absent or constant. In the pressure-dominated regime a forced response remains. In particular, a falling sound speed can make this small response grow even before it catches up to CDM.
Before photon decoupling, the photon-baryon fluid has sound speed of order . Its Jeans scale is roughly a horizon scale, so smaller perturbations oscillate acoustically instead of freely following the growing CDM structures. After decoupling the baryon sound speed drops sharply. Above the new Jeans scale, pressure is negligible and subtraction of the CDM equation gives . For , the difference is a constant plus a decaying term; its ratio to the growing CDM contrast tends to zero. Baryons therefore catch up. Under the stipulated post-decoupling , the physical Jeans length scales as , the comoving scale as and the corresponding Jeans mass as .
For the requested instantaneous mass estimates, define the baryonic Jeans mass as the baryon content of a sphere of radius :Using the supplied matter-era age gives s and . ThenThe drop is by . A definition using the total gravitating mass instead of baryon content gives values about ten times larger. The pre-decoupling number is an acoustic Jeans order estimate, not an accurate application of the nonrelativistic equations from part a when .
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 45 1 Solution Created 2026-10-03 Updated 2026-10-14
Use units in which the proton electric charge is one. The up quark and down quark both have spin angular momentum and form a flavour isospin doublet:Their antiquarks have the opposite charges and third components of isospin, with the same total isospin and spin. This is strong-interaction flavour isospin, not the chiral weak isospin assignment.
The Clebsch-Gordan decomposition for SU2 says that spins combine into every from to in unit steps. It applies independently to spin and isospin. ThusBefore exchange symmetry is imposed, three light quarks have total spin or , and total isospin or ; the doublet occurs twice in the uncoupled tensor cube. With zero orbital angular momentum, .
Physical baryons must also be colour singlets. The three-quark colour singlet is completely antisymmetric, so the Pauli exclusion principle requires symmetric spatial-spin-flavour symmetry. For a symmetric spatial S-wave state, the spin-flavour factor is symmetric. The flavour quartet is symmetric, whereas the flavour doublets have mixed permutation symmetry; the spin factors have the analogous symmetries. Symmetric flavour therefore pairs with symmetric spin, while the two mixed factors pair in their unique symmetric combination. This is the Pauli constraint on three-quark flavour multiplets; it leavesEquivalently the symmetric cube of the four-dimensional two-flavour spin space has dimension . The unmatched spin-isospin pairings in the bare tensor product do not describe the usual symmetric-spatial ground-state baryons.
For three light quarks, charge addition gives . The observed nucleon doublet and Delta baryon quartet have the following assignments; the listed contents specify flavour counts, not the complete spin-flavour wavefunction:The proton and neutron have ; all four Delta baryons have . These states have positive parity in the zero-orbital ground-state model.
For a light quark-antiquark meson, both spin and flavour doublets combine into singlet plus triplet. In a conventional choice of phases the flavour states areEach row can have or , since the two constituent spins couple to zero or one. At zero orbital angular momentum their parity is negative, following the meson parity and charge conjugation rule . The spin-zero isotriplet is the pion multiplet, and the spin-one isotriplet the rho meson multiplet. The nonstrange spin-one isosinglet is the idealized omega meson flavour direction. Its spin-zero counterpart is the nonstrange direction contributing to the eta and eta prime mesons; it is not automatically a physical mass eigenstate once other flavours and mixing are included.
Now introduce an isospin-zero quark of spin and charge . For baryons with one isospin-singlet quark, the two light quarks have either the antisymmetric flavour singlet or the symmetric triplet . Their colour pair is antisymmetric. Hence light-diquark spin-isospin correlation gives for and for . Coupling the spin producesThe three triplet rows have . For a strange-like charge , these are the neutral spin-one-half Lambda baryon, the spin-one-half Sigma baryon triplet of charges , and its spin-three-half starred partners. For a charm-like charge , they are the spin-one-half Lambda c baryon of charge , and the Sigma c baryon triplets of charges with spins and . Both possible new charge assignments have thus been covered; charge-conjugate antibaryons have opposite charges and unchanged .
The meson doublets with one isospin-singlet quark are , withFor their charges are , giving -like kaons and their vector partners; the conjugate doublet has and charges . For the charges are , giving -like D mesons and their vector partners, with charge-conjugate partners as well. Finally a hidden-flavour pair , if included, is neutral with and or . These are quantum-number classifications; charge and isospin alone do not determine particle masses or mixing angles.
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The baryon asymmetry is an excess of net baryon number over zero, conveniently measured by . Ordinary matter contains abundant baryons, whereas no comparable primordial antibaryon population is observed. Large nearby domains of matter and antimatter would produce radiation through particle-antiparticle annihilation at their boundaries. Antiparticles produced in energetic collisions are not evidence for a cosmological antimatter domain. The small nonzero baryon-to-photon ratio inferred from Big Bang nucleosynthesis is independently tested by baryon-density consistency between nucleosynthesis and the microwave background.
Starting with zero net baryon number, the Sakharov conditions require baryon-number violation, C and CP violation, and departure from thermal equilibrium. Conservation of baryon number would keep the initial value zero. C symmetry or CP symmetry would pair baryon production with equal antibaryon production; CP rate cancellation in baryogenesis explains why C violation alone does not suffice. In thermal equilibrium with zero imposed charge chemical potentials, CPT symmetry forbids the required net baryon number. An asymmetric rate in one reaction must not be mistaken for net production after all reverse reactions are included.
A simple example is heavy-boson decay baryogenesis. Take equally many heavy bosons and their antiparticles, with decay channelsThe symbols in parentheses are branching fractions. The two channels carry baryon numbers and , so both cannot conserve one assigned baryon number for . Their mean baryon number is , while the mean for is . Consequently,where is the asymmetry per decaying particle. CP violation permits without violating the equality of total decay widths required by CPT symmetry. Microscopically a direct CP asymmetry requires interference between decay amplitudes with both relative weak phases and absorptive phases; specifying complex couplings alone would not establish unequal partial decay widths.
For radiation domination, a sufficient decay condition is . The heavy population can then survive as the equilibrium abundance drops, before decaying while inverse production is suppressed. Its actual abundance differs from its thermal equilibrium value. If subsequent baryon-number washout is negligible and cosmological entropy conservation holds, an initial total abundance producesHere is the entropy density. Residual baryon-number washout multiplies this expression by an efficiency factor below one. The example realizes all three Sakharov conditions; it illustrates a mechanism, rather than identifying the actual cosmological source of the baryon asymmetry.
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When the three light-quark masses are equal, the mass term is proportional to the identity in flavour space, so rotating by SU(3) leaves it unchanged. The gluon coupling is also flavour blind. Nearly equal masses therefore give an approximate flavour symmetry, distinct from the exact colour gauge symmetry. The quark transforms as and the antiquark as .
For mesons, a quark-antiquark tensor is a matrix. Its trace and traceless parts are invariant subspaces, givingThe trace is the eta singlet state; the traceless part is the meson octet. For baryons, first separate a pair of quarks into symmetric and antisymmetric tensors:The antisymmetric pair transforms as by contraction with the invariant epsilon tensor. In , complete symmetrization gives of dimension ; the remaining mixed-symmetry subspace has dimension eight. In , trace and traceless parts give a singlet and another octet. Thus the tensor cube of the defining SU(3) representation isThe two octets carry the two mixed permutation-symmetry components. Their weight diagrams are identical; the extra copy is a multiplicity, not a new arrangement of weights.
The printed charge relation fixes the half-hypercharge convention, rather than the usual Flavor hypercharge normalization:The quark weights are , , ; adding three weights gives the baryon weight diagrams in the half-hypercharge convention. The baryon octet has at , the isotriplet and the isosinglet at , and at . The baryon decuplet has rows at , at zero, at , and at . The three-quark flavour singlet is the antisymmetric state at .
The fully symmetric flavour representation is precisely the baryon decuplet, . For a spatial ground state, the orbital wavefunction is symmetric. Spin is the symmetric part of three spin- quarks, so a spin- decuplet would have a completely symmetric space-spin-flavour wavefunction. In particular the state with all spins aligned has no antisymmetric factor. This conflicts with the Pauli exclusion principle for the three fermions.
An additional colour degree of freedom resolves the conflict. With three colour labels the normalized colour state isIt is completely antisymmetric and an SU(3) colour singlet. Multiplying it by the symmetric remaining wavefunction gives the required fermionic antisymmetry. Three orthogonal labels are the minimum needed for a nonzero third exterior power: for . Thus the decuplet suggests at least three colour states, and three supply the minimal colour-singlet construction used in the quark model. This argument motivates three colours rather than deriving their exact number without further physical input.
The Pauli constraint on three-quark flavour multiplets also explains the absence of a flavour-singlet baryon in the lowest spatial multiplet. After extracting the antisymmetric colour factor, spin-flavour must be symmetric. Singlet flavour is completely antisymmetric, so its spin factor would also have to be completely antisymmetric. Butso three spin- quarks have no such spin state. By contrast, mixed flavour and mixed spin can combine symmetrically to produce the ground-state baryon octet with spin . The two abstract flavour-octet copies do not imply two independent ground-state octets after the full Pauli constraint on three-quark flavour multiplets is applied. Excited orbital wavefunctions can permit three-quark flavour singlet; the exclusion is for the spatially symmetric low-energy ground multiplet, not for every baryon at every energy.
A flavour-singlet meson is allowed: a quark and an antiquark are not three identical fermions, and the invariant flavour combination can combine with an appropriate spin and colour singlet. The missing three-spin antisymmetric state therefore causes no meson exclusion.
Finally, has baryon number one, strangeness zero and , so it is a pure channel. These quantum numbers match the Delta baryon , the low-energy resonance with spin . For , the kaon contributes strangeness plus one, giving total , . No ordinary baryon can have positive strangeness, since every quark contributes minus one. Hence that channel has no matching state in the ordinary low-energy three-quark multiplets. A resonance would require exotic quark content, for example , and is not mandated by this spectrum. This is strangeness selection in pion-proton and kaon-proton resonances.
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For dilute nonrelativistic nucleons in thermal equilibrium, their Maxwell-Boltzmann distribution gives . The neutron and proton spin degeneracies are equal, and their mass prefactor ratio is nearly one. ThusWeak reaction equilibrium imposes . Charge neutrality in an electron-positron plasma, together with the small baryon asymmetry, makes very small. Assuming negligible neutrino lepton asymmetry also makes small. Hence the difference, rather than the absolute baryon chemical potentials, is negligible, yieldingA large neutrino chemical potential would invalidate this last approximation; it is an assumption about the lepton asymmetry, not a general rule that baryonic chemical potentials vanish.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 62 3 b Solution Created 2026-10-03 Updated 2026-10-14
Ignoring helium, charge neutrality gives , while baryon conservation gives . Defining the hydrogen ionization fraction yields and . Substituting in the abundance relation givesUse and to obtain the Saha equation:If the positive right side is denoted by , the physical root isThis form avoids subtracting nearly equal numbers when is small, and makes the limits transparent: for , whereas for . It is an equilibrium prediction; a kinetic cosmological recombination treatment is needed after reactions cease to keep up with expansion.
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There are about photons per baryon. Even when the typical photon energy is below the Hydrogen binding energy, the high-energy tail can provide abundant ionizing photons. The nonrelativistic electron's translational phase space also favours the ionized state. Quantitatively, the Saha equation contains both suppressing factors and . Recombination needs their tiny product to be overcome by , so must be several tens, not of order one.
For an illustrative , the supplied baryon-to-photon relation gives . With , direct evaluation givesThus the equilibrium ionization fraction reaches a few per cent just below , while at it is essentially unity. The exact temperature depends weakly on the baryon abundance and on the fraction used to define cosmological recombination. This is small baryon abundance delays hydrogen recombination. Recombination, photon decoupling and residual electron freeze-out are related but distinct: the last two involve rates and cannot be determined by chemical equilibrium alone.
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.
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The numerical fractions describe physically very different components. Use so that pressure and energy density have the same units. The stress-energy conservation equation for a homogeneous component, together with its equation of state , givesNonrelativistic baryons and cold dark matter have and dilute as ; radiation has and dilutes as ; vacuum energy has and remains constant. The curvature term scales as in the Friedmann equation but is a geometric contribution, not an additional material fluid.
There is consequently a coincidence in the present mixture. Normalize . ThenAt early times vacuum is negligible, while at late times it dominates overwhelmingly. Observing order-unity matter and vacuum fractions during their comparatively recent crossover motivates the cosmic coincidence problem: why should this crossover occur near our observing epoch?
The absolute scale gives a second puzzle. Restoring SI units, yieldsIts energy density is . Quantum vacuum contributions associated with ordinary particle-physics scales can be far larger than this observed value. Explaining the tiny net value, including cancellations among contributions, is the cosmological constant problem. The required negative pressure also differs qualitatively from ordinary dilute matter.
The matter budget supplies another explanatory gap: only is baryonic, while must be nonbaryonic matter in this benchmark. Together with in vacuum energy, most of the cosmic density is in components whose microscopic explanation is not supplied by fitting their fractions. Finally, near-zero curvature raises the flatness problem. For nonzero ,During radiation domination , so ; during matter domination , so . Near-flatness today therefore requires extremely small early curvature in an unmodified decelerating history. Cosmic inflation offers a mechanism that reduces this curvature fraction through accelerated expansion.
The apparent contrivances are the recent matter-vacuum coincidence, the tiny vacuum-energy scale, the near-flat initial geometry and the unexplained microscopic dark components. Their observationally inferred values impose concrete requirements on a deeper physical account.
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 52 4 Solution Created 2026-10-03 Updated 2026-10-14
The SU(3) Lie algebra is the compact real algebra of traceless skew-Hermitian matrices; its complexification is , a special linear Lie algebra. In an antihermitian Lie algebra representation, the two commuting Cartan operators are Hermitian matrices, and the root operators satisfy . Thus the spectral theorem gives an orthogonal weight-space decompositionA weight diagram plots the pairs , recording the weight multiplicity at each position. One point need not represent only one state. The commutators with give the roots of a root systemThe raising operators move a nonzero weight vector by and the lowering operators move it by . These six root directions form the A2 root system. Each root and its negative generate an SU(2) representation ladder; in particular the pairs with Cartan operators and constrain the two simple-root strings.
Choose a linear functional positive on the three positive roots. A maximal weight for this ordering is killed by every raising operator. In an Irreducible Lie algebra representation it generates the entire representation by lowering, and its weight space has dimension one. The two SU(2) representation strings show that its Dynkin labels are nonnegative integers:Conversely, each such pair specifies exactly one finite-dimensional irreducible highest-weight representation. Write it as . The fundamental weights in these Cartesian coordinates are and , soThe dimension follows from the three positive-root factors in the Weyl dimension formula: , , and . The complex conjugate representation is , with every weight negated. The SU(3) highest-weight coordinates here use as Dynkin labels, not as the plotted Cartesian coordinates.
The weight diagram is invariant under the Weyl group, generated by reflections perpendicular to the two simple roots; its convex hull is the orbit polygon of the highest weight. For it is a point, the trivial representation. If exactly one of is zero, the polygon is an equilateral triangle, with opposite orientations for and . Its edge has root steps. If , it is a hexagon with alternating edge lengths root steps; it is regular precisely when . The diagram contains the lattice points in that polygon belonging to the coset root lattice. A point in a different weight lattice coset is not a weight merely because it lies inside the polygon.
The shell multiplicities in an SU(3) weight diagram can be stated geometrically. The outer boundary has weight multiplicity one. Removing it leaves the orbit polygon for on the same lattice coset, with every surviving multiplicity reduced by one. Repeating increases the actual weight multiplicity by one at each inward layer until the smaller label reaches zero. The remaining triangular region then has constant multiplicity ; when it is just the central point. A triangular weight diagram has multiplicity one everywhere. Thus , the adjoint representation of SU(3), has six root weights of multiplicity one and two independent zero-weight states; has an outer shell of multiplicity one and an inner triangle of multiplicity two; has twelve outer states, six positions of multiplicity two, and a central position of multiplicity three. The total is . The dominant weight multiplicity formula for sl3 is an algebraic expression of the same rule.
For a tensor product of Lie algebra representations, the Cartan operators add. Consequently its tensor-product weight diagram has weights and multiplicitiesGeometrically, place a copy of the second weight diagram at every weight of the first, multiplying and adding coincident multiplicities. Because the representation is antihermitian, invariant subspaces have invariant orthogonal complements. To decompose the product, select a maximal remaining dominant weight, identify its irreducible highest-weight representation, subtract that representation's whole diagram with its weight multiplicities, and repeat. This highest-weight character subtraction must exhaust every weight, not merely the corners. Unlike the Clebsch-Gordan decomposition for SU2, an SU(3) product may contain repeated copies of an irreducible representation.
The two three-dimensional Fundamental representations of sl3 are and . In , the largest weight is , giving the six-dimensional triangle ; subtracting it leaves the reversed three-dimensional triangle . The first summand consists of symmetric tensors and the second of antisymmetric tensors. In , the weight sums give the six roots once and weight zero three times. Subtracting the octet, whose zero weight has multiplicity two, leaves a singlet. Hence the octet and singlet in a fundamental SU3 tensor product and the two-quark product areThe first dimensions are , and the second are . Next has highest weight , giving . Subtraction leaves one . Together with , this proves the tensor cube of the defining SU(3) representation:The decuplet is fully symmetric in the three factors, the singlet fully antisymmetric, and the two octets have mixed permutation symmetry.
For the quark model, the relevant approximate flavour symmetry rotates the three light quarks in the fundamental . The up quark, down quark, and strange quark basis states have the weight diagram of the defining SU(3) representation. In physical coordinates define isospin and flavor hypercharge . ThenThe last row follows from the Gell-Mann--Nishijima formula , in units of the positive elementary electric charge. The antiquarks transform in and have the negatives of these additive quantum numbers. Each quark has baryon number ; the strange quark has strangeness , while have . Thus , distinguishing flavor hypercharge from electroweak hypercharge. The Weyl group geometry is equilateral in ; using rescales the vertical coordinate.
A conventional meson has valence content , so its flavour symmetry gives a meson octet and a singlet. For the light pseudoscalar mesons, the octet contains the pions at with isospin , the kaons at , their antiparticles at , and the Eta octet state. The central weight multiplicity two is realized byThe orthogonal eta singlet state is . The eta and eta prime mesons are mixtures of , rather than exact octet and singlet mass eigenstates; this gives the pseudoscalar meson nonet. A different spin coupling of the same flavour product gives the vector mesons, again an octet and singlet, including the , , and neutral mixtures. The lowest orbital states have and respectively.
A conventional baryon has three valence quarks, so the tensor-cube decomposition supplies the flavour possibilities. The observed lowest baryon octet has spin and positive parity. Its isospin rows are : the nucleons , the three Sigma baryons, the Lambda baryon, and the two Xi baryons. The central states and have the same weight but different total isospin; this is the physical meaning of the octet's central multiplicity two. The spin-, positive-parity baryon decuplet is the triangle with rowsThe Delta baryons form its top row, and the Omega baryon is the bottom state. All ten weights have multiplicity one. Their electric charges follow directly from the Gell-Mann--Nishijima formula; for example has , so , and has , so .
Light pseudoscalar meson octet, spin-one-half baryon octet, and spin-three-halves baryon decuplet in isospin and flavour-hypercharge coordinates
. Details. The two algebraic octets do not mean that two independent ground-state octets must occur. A three-quark colour singlet has a completely antisymmetric colour wavefunction. For a symmetric spatial ground state, the Pauli exclusion principle therefore requires a symmetric combined spin-flavour wavefunction. The symmetric flavour decuplet pairs with symmetric spin ; mixed flavour octets pair with mixed spin in one symmetric combination. Equivalently, the symmetric spin-flavour SU6 representation hasThe three-quark flavour singlet is the antisymmetric combination. For a spatially symmetric ground state it would require an antisymmetric spin state of three spin- particles, but . The Pauli constraint on three-quark flavour multiplets thus excludes it from this ground-state sector; orbital excitation permits other multiplets.
Finally, this flavour symmetry is approximate: the unequal light-quark masses, especially the larger strange-quark mass, and electromagnetic interactions split masses within the multiplets and permit octet-singlet mixing. The weight diagrams classify flavour states, rather than asserting exact equality of their masses. Colour SU(3) is a separate gauge action on each flavour and supplies the colour-singlet constraint; it is not the approximate flavour action used in the eightfold way. The light conventional mesons organize into flavour octets and singlets, while the spatial ground-state three-quark baryons form one spin- octet and one spin- decuplet.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 49 2 Solution Created 2026-10-03 Updated 2026-10-14
The commuting Hermitian operators admit a weight-space decomposition. The six root vectors shift their simultaneous eigenvalues byor their negatives. Put , and . The supplied relations giveThese are three sl2 triples, coming from the complexifications of the three SU(2) Lie algebra root-pair subalgebras. They act through homomorphisms into . For a nontrivial representation, simplicity of the SU(3) Lie algebra makes its kernel zero, so these images are actual subalgebras; a trivial representation gives zero actions. The real compact generators can be taken as , and .
Decomposing under any one of these subalgebras gives finite weight strings in its root direction. The two simple-root highest weights must be nonnegative integers. In the SU(3) highest-weight coordinates used here, this condition isHere are the Dynkin labels; are the eigenvalues of . An irreducible representation is determined by these labels and has dimension . An arbitrary finite-dimensional anti-Hermitian representation is a direct sum of such representations: the orthogonal complement of an invariant subspace remains invariant.
The weight diagram has Weyl group symmetry, namely reflections and rotations by degrees. Its convex boundary is a hexagon with alternating side lengths , degenerating to a triangle when one label vanishes. Generic representations need not have -degree symmetry. Boundary weight multiplicities are one. Moving inward through hexagonal layers increases multiplicity by one, up to ; triangular inner layers retain that maximum. An exact version of this rule is the dominant weight multiplicity formula for sl3: move a weight by the Weyl group to dominant Dynkin coordinates and setIts multiplicity is zero unless are integers, and otherwise is . These rules construct the diagram while counting coincident weights correctly.
For the Casimir calculation, set , , and for each root pair use and . In the defining representation these eight generators satisfy . Their summed squares are precisely the question's . The invariant trace form makes their structure constants of a Lie algebra antisymmetric, sothe antisymmetric coefficient contracts a symmetric anticommutator. Thus is a quadratic Casimir operator and is scalar on an irreducible representation by the Schur lemma.
Let be a highest-weight vector, annihilated by all . On , each vanishes and each reduces to the root commutator. Summing those three commutators gives . Henceand therefore the SU(3) quadratic Casimir eigenvalue isFor a reducible representation the same calculation applies separately to its irreducible blocks.
For light-hadron flavour symmetry, the up quark, down quark and strange quark form , and antiquarks form . Conventional mesons have . Conventional three-quark baryons haveobtained from , and . Their Dynkin labels are , and , respectively. Thus the conventional meson octet, baryon octet, baryon decuplet and singlet multiplets give , with the same values for conjugate antibaryon multiplets. More generally, the zero flavour triality of a light-quark hadron imposes on multiplets constructed entirely from light quarks, antiquarks and gluons. Their Casimir values are given by the same formula for these labels. Higher multiquark representations can therefore have other eigenvalues; the illustrated , of labels , has .
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 1 a Solution Created 2026-10-03 Updated 2026-10-14
Use units with . For the flat FRW metric, the Friedmann equation is , where is the Hubble parameter. The cosmological continuity equation for a separately conserved component with constant equation of state gives . Consequently radiation in cosmology scales as , pressureless matter as , and cosmological constant energy is constant. With , define the present critical density and cosmological density parameters byThe Hubble constant measures the expansion rate today. Here includes photons and relativistic neutrinos, includes baryons and cold dark matter, and measures the vacuum contribution. Spatial flatness implies . ThusSince conformal time satisfies , we have . Multiplication by provesFor an exam-level estimate, with , , , and the specified radiation in cosmology gives . These are rounded illustrative flat-universe values; precision cosmological density parameters depend on the fitted model. For comparison, the base flat-model fit in Planck 2018 cosmological parameters gives and .
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 3 i Solution Created 2026-10-03 Updated 2026-10-20
Work in natural units , at temperatures far below the -boson mass but of order or above the electron mass. The Fermi interaction then supplies a local four-fermion amplitude. The Fermi constant has dimension energy. In scattering of a thermal lepton from a nonrelativistic nucleon, the nucleon current matrix element has size , while the lepton current has size . Thus . The two-body relativistic scattering cross-section contains the kinematic factor ; when the final and initial lepton energies are comparable, their momentum ratio is of order one. Consequently . This estimates temperatures above the electron mass and mass-splitting thresholds; those scales only affect the dimensionless rate function near freeze-out.
The light leptons in the thermal bath have number density and speed of order unity. Their conversion rate per nucleon is thereforeFor example, and change the neutron-to-proton ratio. The bath density here is the lepton density, not the much smaller baryon density. Dimensionless weak couplings, phase-space integrals and the several reaction channels set a numerical coefficient. Electron masses and the neutron-proton splitting also become important for a precision rate near cosmological weak freeze-out.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 62 3 v c Solution Created 2026-10-03 Updated 2026-10-14
A larger baryon-to-photon ratio favours bound nuclei at a fixed temperature through the equilibrium factor . In particular it helps deuterium survive photodissociation sooner: there are fewer energetic photons per baryon, and nuclear reaction rates per baryon also rise. A schematic deuterium bottleneck condition is , suppressing slowly varying powers of temperature. It givesThus higher permits burning at a higher temperature. During radiation domination that means earlier cosmic time, , leaving less time for free-neutron decay after freeze-out. More neutrons enter helium, so the final helium-4 mass fraction increases, ordinarily rather weakly. This is the baryon-density effect on primordial helium.
The equilibrium helium factor indicates the direction of the change but is not a prediction that the final helium abundance grows without bound as . Once almost all surviving neutrons are captured, the final primordial helium mass fraction is limited by their supply, as the shared neutron budget shows.





