Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 4 ii Solution Created 2026-10-03 Updated 2026-10-14
Interpret the model comparison at the exam's 2008 epoch. A simulation's failure depends on its treatment of baryons, resolution, and adopted stellar feedback; it is not a theorem that the Lambda-CDM model cannot produce the observation under any physical implementation. The following were important tensions for then-standard realizations, with different implications for monolithic galaxy formation.
Old, alpha-enhanced massive spheroids and downsizing. The most massive quiescent elliptical galaxies tend to contain older stellar populations and elevated alpha element abundances relative to iron, indicating that much of their star formation occurred early and rapidly. Prompt core-collapse enrichment followed by shutdown before substantial delayed iron enrichment accounts for the abundance pattern. Models that spread a massive galaxy's star formation over many late progenitor-merger episodes can make its stars too young or insufficiently alpha enhanced. A rapid early dissipative collapse naturally gives a short formation interval and is therefore more immediately consistent with this particular observation. However, downsizing in galaxy formation is about stellar formation, not necessarily final assembly: late dry galaxy mergers can assemble already old alpha-enhanced stars. Early quenching and an appropriate chemical-enrichment model can consequently reconcile hierarchical assembly with the fossil record.
Thin, high-angular-momentum stellar discs. The existence of extended thin galactic disks, including systems with small galactic bulges, challenged simulations that produced compact central stellar concentrations or overly thick discs. Premature gas cooling into small progenitors, transfer of specific angular momentum to the halo, and repeated dynamical perturbations could cause the galactic angular-momentum catastrophe; satellite encounters also increase galactic disk heating. A comparatively quiet dissipative collapse with approximate conservation of baryonic specific angular momentum more readily produces an extended rotating disc, and avoiding subsequent strong perturbations helps retain thinness. Nevertheless, rapid collapse alone does not explain a disc's prolonged star formation and gas replenishment. Hierarchical histories with quieter late accretion, better feedback, delayed cooling, and dissipative disc regrowth can reduce these tensions; a problem in early implementations is not an unavoidable property of the cosmological framework.
Cores inferred in low-mass galaxies. Resolved inner galaxy rotation curves in a number of low-surface-brightness and dwarf systems favoured shallower central mass densities than the cusps of collisionless cold-dark-matter simulations. For a roughly constant-density dark-matter core, and ; an inner Navarro--Frenk--White profile has , hence and . The differing slopes explain the cusp--core problem. Beam smearing, inclination, and noncircular motions complicate inference, but do not make the issue merely a normalization mismatch. A simple early dissipative collapse does not automatically solve it: baryonic contraction can deepen the central concentration. Potential fluctuations from gas loss and stellar feedback can instead redistribute dark matter and modify a cusp. Thus this observation tests the joint halo-and-baryon model rather than preferentially vindicating the old collapse picture.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 72 4 i Solution Created 2026-10-03 Updated 2026-10-14
The relevant comparison is continuing hierarchical galaxy formation in the Lambda-CDM model against an idealized monolithic galaxy formation model in which both formation and assembly were essentially complete early. Each observation below concerns a population or a fossil record, rather than a currently merging pair. None individually proves that every galaxy formed through the same route.
Fossil substructure in stellar halos. Old stars in the Milky Way's stellar halo include coherent groups in orbital-integral space, and external halos contain extended debris and shells. Phase mixing can erase spatial concentration while retaining correlations of orbital energy or angular momentum. Such stellar streams, when linked to a disrupted dwarf progenitor, record accretion of an already formed stellar population. A smooth single collapse followed by quiet passive evolution has no equally direct mechanism for creating several dynamically and chemically distinct accreted populations. This supports a composite assembly history, without requiring that every halo star was accreted or counting a current merging pair as evidence.
Growth of the quiescent population. The galaxy red sequence contains old stellar populations, yet its inferred stellar mass density grows between approximately redshift one and the present. Pure fading of an already fixed early population changes luminosities and colours, but cannot increase the mass in that population. Quenching adds newly passive systems, while subsequent assembly combines older stellar populations into larger galaxies. The observed evolution therefore requires demographic evolution after the putative completed collapse epoch. It is consistent with hierarchical galaxy formation plus quenching, although red-sequence growth alone does not distinguish assembly from all possible histories of in-situ star formation; stellar-mass estimates and survey selection must be treated consistently.
Evolution of galaxy morphology. Distant galaxy samples contain a larger prevalence of irregular and peculiar structures than a simple non-evolving extrapolation of the local population. Settled discs and smooth spheroids become common outcomes as time proceeds. Continued gas supply, dynamical interactions, and internal rearrangement in hierarchical galaxy formation naturally allow this galaxy morphological evolution. A model in which structure became fixed during one early collapse and then only stellar light faded has difficulty producing the population change. Rest-frame wavelength, resolution, and surface-brightness selection can affect the observed classifications, and clumpiness is not unique evidence for a galaxy merger: unstable gas-rich discs can also be irregular.
Evolution of sizes at fixed stellar mass. Massive high-redshift galaxies, including concentrated systems, are often more compact than comparable populations at low redshift. Galaxy size evolution implies structural growth beyond passive luminosity fading. In particular, deposition of accreted stars at large radii in minor galaxy mergers can enlarge the outer stellar body while preserving an old central stellar population; gas accretion can grow discs from the inside outward. A completed early collapse with a fixed stellar structure does not naturally supply those new outskirts. Changes in sample membership and expansion associated with stellar mass loss also contribute, so this is evidence requiring continued structural evolution rather than a unique quantitative measurement of a merger rate.
Diffuse intracluster stars. Intracluster light and extended outer envelopes show that some stars no longer belong to individual cluster galaxies. Their irregular distribution and substructure retain evidence of redistribution within an assembling cluster. Tidal stripping and disruption of member systems supply stars to the common environment, as expected when smaller bound systems are incorporated into a growing hierarchy. Passive evolution of independent galaxies formed in isolated early collapses cannot itself move their stars into the space between galaxies. Early stellar formation followed by later stripping remains possible, but admitting that later dynamical assembly already departs from the strict completed-collapse picture. This evidence concerns the cumulative stellar distribution, not merely the existence of an occasional present-day merging pair.
The agreement of the main light-element abundances with a hot early nuclear-burning phase, and the independent baryon-density consistency between nucleosynthesis and the microwave background, gives strong support to the hot Big Bang framework. These measurements connect the first minutes to recombination, despite their very different temperatures, densities and observables. In particular, the large primordial helium mass fraction and residual deuterium are natural outputs of Big Bang nucleosynthesis, rather than arbitrary products of subsequent star formation.
The cosmological lithium problem prevents claiming that the simplest abundance calculation explains every observation without qualification. One must distinguish nuclear-rate uncertainties, stellar depletion, atmosphere and abundance systematics, and possible new particle physics. Thus the broad hot Big Bang framework is strongly supported, while lithium tests the completeness of its simplest nucleosynthesis and stellar-abundance interpretation. An unresolved lithium discrepancy alone does not erase the independent successes of deuterium, helium and the cosmic microwave background.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 1 i Solution Created 2026-10-03 Updated 2026-10-14
Let be the remaining gas mass, the formed stellar mass, and the initial gas mass; initially and the gas-phase metallicity is zero. Take the stellar yield and the mass-loading factor to be constant, with homogeneous mixing and no galactic gas inflow. With the specified zero bulk return, mass conservation givesNew metals add , while star formation and the galactic outflow remove metals at the existing gas-phase metallicity . ThusThe leaky-box model of galactic chemical evolution therefore givesFor the usual gas fraction of a galaxy, , the denominator is the baryonic mass still in the system, which decreases under the galactic outflow. Since , we have . In the remaining-mass convention,If instead denotes relative to the fixed initial reservoir, the same calculation gives . Stating the denominator matters: these two gas fraction of a galaxy conventions coincide for the closed-box model of galactic chemical evolution, recovered at , but differ when gas escapes. Neglecting bulk return while retaining a nonzero stellar yield is the intended trace-metal approximation.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 4 i Solution Created 2026-10-03 Updated 2026-10-14
A typical globular cluster has undergone appreciable two-body relaxation, since its stellar relaxation time is : for and stellar crossing time this is about , shorter than its age, allowing a relatively relaxed, tidally limited structure. A galaxy with and instead has and behaves as a collisionless stellar system, retaining differences from formation, galaxy mergers, and star formation. Relaxation erases more memory in clusters than in galaxies, although real globular clusters also differ in concentration and evolutionary state, so structural similarity is approximate.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 65 4 vii Solution Created 2026-10-03 Updated 2026-10-14
Massive stars rapidly return oxygen, magnesium, neon and other alpha elements through core-collapse supernovae, whereas Type Ia supernovae supply a substantial delayed iron contribution. If the galactic bulge and stellar halo formed much of their stellar mass rapidly, their stars locked in enhanced alpha-element to iron ratios before much delayed iron enrichment, while prolonged star formation in the local galactic disk included more iron-rich gas. The abundance contrast chiefly records different enrichment timescales, with the initial mass function and gas exchange also affecting the ratios.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 66 3 v Solution Created 2026-10-03 Updated 2026-10-14
The ionizing background is produced mainly by hot stars in star-forming galaxies and by accretion-powered quasars. The stellar contribution depends on star formation and the ionizing photon escape fraction; the quasar contribution depends on its evolving luminosity function. Radiative transfer through the intergalactic medium, including absorption, recombination emission, and cosmological redshifting, determines the radiation actually available for photoionization.
In the picture relevant to this 2009 paper, increasingly rare quasars cannot by themselves explain the high-redshift hydrogen ionizing field, so galaxies become especially important above . Harder quasar radiation is important for doubly ionizing helium around . Hydrogen reionization must be largely accomplished by . At lower redshift the evolution reflects declining source emissivity together with the increasing propagation distance of ionizing photons; near reionization, short absorption lengths and spatially uneven ionized regions prevent a simple uniform-background description. The background rate need not follow the quasar population alone: a roughly flat hydrogen photoionization rate over is compatible with a changing mixture of galaxies and quasars. Faucher-Giguère and collaborators' 2009 background calculation and their preceding opacity analysis give this interpretation. These redshifts describe the broad historical picture, rather than precise universal transition times.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 60 3 iii Solution Created 2026-10-03 Updated 2026-10-14
Putting the whole assumed gas reservoir into stars during the nominal galactic dynamical time givesAn order-unity shorter collapse clock would raise this to a few thousand solar masses per year. The Milky Way's present star formation rate is only of order a few solar masses per year; for example, A determination combining Galactic measurements finds about with a specified initial mass function. The extreme rapid-collapse rate is therefore roughly three orders of magnitude larger, resembling an intense short-lived starburst galaxy phase rather than ongoing ordinary disc star formation. This estimate assumes all the quoted mass can form stars; it would be smaller if some mass were nonbaryonic dark matter or if the conversion efficiency were below unity.
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 60 4 iv Solution Created 2026-10-03 Updated 2026-10-14
Typical present elliptical galaxies are dominated by old stellar populations: their brightest short-lived stars have disappeared, leaving faint long-lived stars and stellar remnants, so luminosity per unit stellar mass is low. Ongoing star formation in many spiral galaxies and irregular galaxies supplies luminous young stars, giving a smaller stellar mass-to-light ratio in a fixed band; dark matter, the initial mass function and aperture must also be specified if the quoted ratio is dynamical.
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 56 1 Solution Created 2026-10-03 Updated 2026-10-07
Let , and let be the reduced mass. The stellar distances from the center of mass are and . For a circular Kepler orbit, , so summing the two orbital contributions gives the circular-binary orbital angular momentumThe separation is inside the square root. This also has the required dimensions of angular momentum.
For the homologous rotating collapse, label a fluid element by and its polar angle . Its enclosed mass is constant during stellar homology, as are the dimensionless density profile and the inertia coefficient . Conservation of angular momentum and solid-body rotation giveThe magnitude of the centrifugal acceleration is , while the Newtonian gravitational field has magnitude . ThereforeUsing only the radial component of centrifugal force replaces by and leaves the scaling unchanged. The centrifugal force vanishes on the rotation axis; the central point is understood through the limiting field rather than a ratio of two zero forces.
At the equator of the cloud, critical rotation of a spherical cloud means , where . ConsequentlyImmediately after the first fission, each daughter has mass and radius because the spheres touch. Their orbital moment of inertia is , while their combined spin moment of inertia is . With a common spin and orbital frequency , the synchronous fission model for binary formation givesThe common frequency can change during fission; corotation requires equal instantaneous frequencies, not an unchanged frequency from before the rearrangement. Equating the two values of yieldsFor a nonzero positive inertia coefficient, the necessary and sufficient condition in this algebraic model for isFor example, a moment of inertia of a uniform solid sphere has and gives ; it fails the required compact-fission condition. A sufficiently centrally concentrated cloud can have smaller .
For the next collapse, neglect exchange of spin with the unchanged outer orbit, so each daughter's spin angular momentum is separately conserved. Immediately after the first fission that spin isFor a daughter of mass to reach critical rotation of a spherical cloud at radius , the same relation gives . HenceEquivalently, its centrifugal-to-gravity ratio starts at when its radius is and reaches one after contraction by a factor four. Applying the same fission rule to this daughter produces an inner pair with separationCorotation at this second fission is local to each newly formed inner pair; it is not a single common frequency for the entire four-star hierarchy.
This spin assumption matters. If tidal locking instead kept each shrinking daughter synchronized to the fixed outer orbital period throughout the intervening collapse, its angular velocity would remain fixed. Its centrifugal-to-gravity ratio would then scale as and decrease, so it would never reach the proposed second fission. This is a counterexample to extending the corotation assumption through the whole contraction. The printed ratio describes the separately spin-conserving interpretation of the repeated fission hierarchy.
The model can generate a compact hierarchy algebraically, but is not a general physical account of multiple-star formation. In the allowed range , one has , suggesting well-separated inner and outer scales. However, rapidly rotating gas deforms, touching daughters are tidally distorted, and pressure, gas flows, dissipation and spin-orbit torques cannot generally be ignored. The assumed identical profiles, equal mass splits, instantaneous corotation and later torque-free contractions are restrictive. Star formation can involve gravitational fragmentation and redistribution of angular momentum; the toy budget neither proves that fission occurs nor predicts the population of real multiple systems.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 56 1 Solution Created 2026-10-03 Updated 2026-10-14
In the Lambda-CDM model, nearly Gaussian primordial density contrasts grow under gravity within an expanding universe containing cold dark matter, ordinary baryons and a cosmological constant. The cold dark matter is effectively collisionless and has negligible pressure on galactic scales. Before recombination, baryons are coupled to the photon fluid: radiation pressure and acoustic oscillations prevent their perturbations from behaving like pressureless matter. After recombination they can fall into the gravitational potentials already established by dark matter, subject to gas pressure and the Jeans mass.
For small density contrasts, evolution is linear. On pressure-free scales the growing mode is multiplied by the linear growth factor , with during matter domination. The cosmological density power spectrum can be writtenHere is the cosmological transfer function. For nearly scale-invariant initial conditions, the large-scale matter spectrum behaves approximately as , whereas well inside the matter-radiation equality scale it falls approximately as , until the microscopic dark-matter cutoff matters. This fall of the dimensional does not imply less fluctuation power on every smaller mass scale: the power per logarithmic wavenumber is , and the smoothed matter density variance is obtained by integrating it against a mass-dependent window. Over the relevant cold-dark-matter hierarchy, smaller mass windows generally have larger variance.
The hierarchical galaxy formation picture follows: fluctuations on small mass scales typically reach the nonlinear collapse threshold first, while larger objects assemble later through accretion and dark-matter halo mergers. It is a statistical ordering, not a claim that every small object precedes every large rare peak. When becomes order unity, the linear growth factor is no longer a solution for the local density. Collisionless dark matter develops multistream regions and bound dark matter halos; phase mixing and violent relaxation redistribute orbital energies, and virialized structures approximately obey the virial theorem.
Baryons have an additional nonlinear route. Infall and shocks convert bulk kinetic energy into thermal energy, with characteristic virial temperatureUnlike collisionless dark matter, the gas can lose this energy through radiative cooling. The optically thin gas cooling time is the thermal-energy density divided by the radiative loss rate, for exampleThe density convention in must agree with the denominator; the astrophysical cooling function can also be defined using instead. The cooling criterion for galaxy formation compares this time with the collapse or supply time. Rapidly cooling gas loses pressure support, contracts and can form stars. Slowly cooling gas remains in a hot atmosphere. Stable virial shocks are not obligatory in every low-mass system: gas can also arrive in cold streams and cool while being accreted.
Angular momentum prevents indefinite radial contraction. Tidal torque theory supplies an initial halo spin, and later mergers change it. If gas radiates energy while retaining much of its specific angular momentum, it settles into a rotationally supported galactic disk rather than reaching the centre. The relation explains why modest halo spin can set a disk radius much smaller than its virial radius of a dark-matter halo. Torques, bars and gravitational encounters can transport angular momentum outwards and feed central concentrations; radiative cooling alone does not remove it.
Galaxy mergers alter stellar structure as well as assembling mass. A major galaxy merger can strongly disturb or destroy an existing galactic disk, randomizing stellar orbits and creating a spheroid through violent relaxation. A gas-rich galaxy merger also permits dissipation, inflow and a burst of star formation; gas left over or accreted afterwards can rebuild a galactic disk. Minor galaxy mergers add stars to outer components, thicken disks and grow bulges. Dry galaxy mergers add stellar mass and can increase size without much new star formation. Halo merging therefore does not imply instantaneous merging of its galaxies: satellite orbital decay requires Chandrasekhar dynamical friction and can take a substantial time.
The atomic and molecular cooling thresholds for galaxy formation supply a lower characteristic scale. Primordial atomic gas cools inefficiently below roughly because electronic excitation is suppressed. The corresponding halo mass is of order at a redshift of order ten, with approximate dependence at fixed threshold temperature. Molecular hydrogen can cool gas at hundreds of kelvin and permit smaller early objects, provided it forms and survives dissociating radiation. Metal-line cooling changes these thresholds after enrichment. Thus the atomic threshold is not an absolute minimum mass for all stellar systems.
At the other end, sufficiently massive dark matter halos have high virial temperatures and low-density hot gas. Above the strong atomic-line-cooling interval, thermal bremsstrahlung has . At comparable halo gas density, , while depends mainly on formation density. Cooling therefore becomes less able to condense all the gas within the available time. This upper galaxy mass from gas cooling argument selects galaxy-sized condensations, broadly halo masses around – in simple low-redshift estimates, rather than single luminous galaxies containing every baryon in a group or cluster. Its numerical scale depends on epoch, metallicity and gas profile. Subsequent galaxy mergers can build larger stellar systems; cooling is not an absolute upper bound on their final mass.
Finally, a Press-Schechter halo mass function has many low-mass objects and a steep high-mass cutoff, while the luminosity function of galaxies also has a faint component and a bright cutoff, often described by a Schechter function. The two shapes are related through the halo-to-galaxy luminosity mapping, not by identifying luminosity with total halo mass. In the idealized one-central-galaxy, no-scatter limit,If and , then . A constant conversion gives similar shapes. Actual stellar feedback, inefficient low-temperature cooling and reionization suppress faint galaxies relative to small haloes, while long cooling times and active-galactic-nucleus feedback suppress luminosity at large halo masses. Satellites, scatter, stellar populations and dust further affect the correspondence. The halo hierarchy supplies the gravitational framework; cooling, angular momentum and feedback determine which parts become luminous galaxies.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 56 3 Solution Created 2026-10-03 Updated 2026-10-06
Near the accretor assume fully ionized hydrogen, tight electric coupling between protons and electrons, isotropic radiation and opacity dominated by Thomson scattering. The gravitational force on an electron–proton pair is approximately ; the outward radiation pressure force is . Balancing them gives the Eddington luminosityWriting defines the radiative efficiency of black-hole accretion. In the approximation that the radiated rest-mass fraction is ignored in the mass bookkeeping, , so at the Eddington accretion rateThis is the printed approximate Salpeter time; for the adopted efficiency. More exactly , giving with . The difference is a ten-percent-level convention here, not a change from exponential growth. Continuous fuelling, constant efficiency and unit Eddington ratio are additional idealizations.
Next normalize the ionizing spectrum rather than replacing every photon by a threshold photon. For above ,Here is Planck's constant, distinct from the cosmological . The mean ionizing photon energy of a power-law spectrum is therefore . With ionizing luminosity fraction , the hydrogen-ionizing photon production rate is .
Assume a sharp spherical ionization front, homogeneous initially neutral hydrogen at the cosmic mean baryon density, escape fraction one, one primary ionization per photon, and no recombinations or secondary ionizations. The ionization-front growth from an exponentially brightening source is then fixed by photon conservation. In the printed approximate mass convention,Take the stated separation to be a proper separation at the seed-formation epoch, and take the distant halo to follow the expansion on this large scale. Its initial separation defines a fixed comoving radius . The number of hydrogen nuclei initially within that radius isAlthough the proper density subsequently falls, this comoving hydrogen inventory is constant. Thus the photon count does not require freezing the expansion for the entire growth interval.
The supplied critical density gives , so for the initial proper-distance interpretation. Equating requiresand thereforeLight propagation adds a retarded-time correction of order a few million years, small compared with this growth time; it should not be replaced by instantaneous propagation when modelling the very early front. Expansion increases the proper distance to the comoving halo during the wait, but not the required comoving photon inventory. If the unspecified distance is instead a comoving distance, the inventory is smaller by and the corresponding answer is . A distance held at a fixed proper radius until arrival would need a different evolving-volume treatment.
Using exact rest-mass bookkeeping changes to and to . The proper-at-formation case then gives about , and the comoving-distance case about . These modest changes are smaller than the uncertainties of the sharp-front, no-recombination model. In particular real absorption of the high-energy tail, secondary electrons and a nonunit escape fraction would require radiative-transfer corrections.
The small halo initially holds cool gas in hydrostatic equilibrium. Photoionization deposits energy far above its virial binding scale. With the emitted mean energy, the excess per primary ionization is ; if all were converted to thermal energy of one electron and one proton with no cooling, would give about . Allowing atomic cooling, use a representative ionized temperature for an order-of-magnitude escape estimate. Even this is much greater than the initial , so the pressure support that balanced gravity becomes excessive and an outflow develops. The baryons are photoheated and undergo photoevaporation of a dark-matter minihalo; the shallow halo loses much of its gas and its future star formation is suppressed.
For the size estimate assume mean collapsed density times the mean matter density at collapse. Its virial radius of a dark-matter halo isThis is an order-of-magnitude virial convention, not an exact conversion of the approximate quoted temperature: different factors in the virial temperature definition give comparable radii near . Keep the radius of the bound halo fixed after its stated collapse, rather than rescaling it with the later cosmic mean density. Fully ionized pure hydrogen has mean molecular weight . With monatomic , its adiabatic sound speed isThis exceeds the virial escape-speed scale . A sound-crossing outflow estimate givesmeasured after the ionization front arrives. Using an isothermal sound speed, a different virial factor or a hotter post-front gas changes this by factors of order unity. It is not a second hundreds-of-millions-of-years black-hole growth interval.
The crossing-time estimate assumes the relevant gas can be ionized without a long trapped-front delay. A simple photon-supply check is useful: initially retained gas mass is , while at front arrival . A halo intercepts roughly the fraction of that isotropic supply. For around one to two proper megaparsecs, its hydrogen inventory divided by the intercepted photon rate is also of order ; continued exponential brightening shortens the constant-flux estimate. Thus a gas-loss estimate of one to a few is justified in the idealized model. A detailed evaporation time is not uniquely determined without the gas profile, post-ionization temperature and shielding; retained recombinations would further delay a front in dense gas.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 61 1 i Solution Created 2026-10-03 Updated 2026-10-06
Let be the dimensional cosmological density power spectrum and its dimensionless power spectrum. In linear theory,where is the linear growth factor and is the cosmological transfer function. An approximately scale-invariant primordial curvature spectrum corresponds, with the conventional matter-spectrum normalization, to with . This does not say that the dimensional density spectrum is white noise or that the early curvature and density perturbations are the same variable.
The crucial scale dependence develops around horizon entry and matter-radiation equality. Modes entering during radiation domination undergo only logarithmic cold-matter growth, whereas modes entering later avoid that suppression. For cold dark matter, the large-scale transfer tends to a constant and the small-scale transfer behaves schematically as . ThusFor , the dimensional spectrum turns from an approximately rise to an approximately decline. Multiplying by shows that the dimensionless small-scale power still increases slowly. The resulting variance of density fluctuations smoothed on mass generally increases as decreases, over the scales relevant to galaxy assembly.
After equality, and over scales where linear growth is scale-independent, the transfer shape is approximately preserved while the amplitude grows. During matter domination, ; late accelerated expansion slows that growth. A region collapses when its linearly evolved density contrast reaches the linear spherical-collapse threshold. Smaller mass scales, having larger variance, typically reach this threshold earlier. Small haloes form first, then accrete matter and merge into larger haloes; galaxies form from cooling baryons in those wells and themselves merge. This small-to-large assembly is hierarchical galaxy formation. It is a statistical trend: rare high peaks can produce unusually massive early objects, and gas cooling and feedback prevent a one-to-one identification of halo collapse with star formation.
For cold dark matter, random particle velocities are small enough that collisionless free streaming erases little power on galactic scales. Warm dark matter retains a larger early velocity dispersion and a larger free-streaming length, suppressing power below a finite scale. There are consequently fewer low-mass haloes, delayed formation of the smallest galaxies, and a lower limit to the hierarchy that can develop. Above the cutoff, warm-matter structure can still assemble hierarchically. The distinction concerns the particles' velocity history and transfer function, not the thermal temperature of gas in a galaxy today. The broad late-time shape was largely established by early horizon-entry physics, with subsequent nonlinear collapse and merging altering the spectrum at high wavenumber.
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 61 3 iv Solution Created 2026-10-03 Updated 2026-10-06
The characteristic halo mass inferred from the stellar mapping isThe peak-height calibration from an exponential mass-function cutoff and giveUsing , appropriate to the nearly matter-dominated collapse at this redshift,The barrier in the original complementary-error-function expression is extrapolated to the present, but this answer is the variance at . Rewriting the ratio with and consistently cancels the growth normalization; using the present-extrapolated barrier with the redshift-three variance would double-count growth.
The baryon conversion efficiency of a halo is not observationally constant. The stellar-to-halo mass ratio rises from low-mass haloes to a broad maximum near galactic halo masses, then decreases toward groups and clusters; it also varies with redshift and has intrinsic scatter. Photoheating and stellar-feedback-driven outflows suppress baryon retention and star formation in small haloes. Long cooling times, hot atmospheres and feedback from active nuclei limit efficient conversion in massive haloes. The peak commonly occurs around halo masses of order , with its position evolving with epoch.
Therefore a mass-independent is a simplified average, not a realistic stellar-to-halo relation. Observed ratios must be compared with , not with alone. Scatter, satellite populations and the mass-dependent efficiency change the stellar mass-function shape and invalidate an exact constant-rescaling of the halo mass function.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 347 2 b Solution Created 2026-10-03 Updated 2026-10-05
The singular isothermal sphere has one-dimensional velocity dispersion , density , and enclosed mass . The gas mass inside is thereforeTaking the dynamical crossing time to be , the dynamical upper bound on black-hole fuelling isThe cancellation of is special to the singular isothermal sphere. At , this is approximately
Use the stated M-sigma relation to set . Defining the Eddington accretion rate with a reference radiative efficiency of black-hole accretion ,Combining this with givesThus a gas fraction of order -- and the usual give roughly -- times the Eddington accretion rate, below at the requested dispersion. Using a crossing time instead changes the coefficient by , so this is an order-of-magnitude estimate rather than a sharp universal bound. The problem does not specify or the rate convention: without these choices, the numerical claim cannot be proved for every gas fraction. Defining the rate as would make this ratio ten times larger.
This is extremely optimistic because it gives every gas element a direct path to the hole on a crossing time. In a real galaxy, gas must shed angular momentum, avoid conversion into stars through star formation, cool sufficiently to flow inward, and survive active-galactic-nucleus feedback. A rotating accretion disk generally transports material on a viscous timescale, much longer than the orbital crossing time. Most available gas need not reach the central hole. If the hole is supplied at approximately the Eddington accretion rate, only about one percent of this optimistic dynamical supply reaches it; the actual percentage depends on its luminosity and duty cycle, so the bound alone is not a measurement of the fuelling efficiency.
For the temperature jump, use Bondi accretion as the local hot-gas estimate:Assuming the initial gas had , its density has not yet changed, and its polytropic coefficient remains comparable, heating to givesThe capture radius also shrinks by about . Subsequent expansion can lower the density and suppress the mass accretion rate further. The result illustrates thermal suppression of black-hole accretion and negative active-galactic-nucleus feedback: vigorous activity can shut off its own gas supply. The factor is conditional on the fixed-density comparison; the previous dynamical upper bound is not itself an actual pre-heating Bondi rate.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 349 3 Solution Created 2026-10-03 Updated 2026-10-05
Use the instantaneous recycling approximation with a well-mixed gas reservoir, constant stellar yield , no gas inflow, and an irreversible galactic outflow. Let be the mass locked into long-lived stars and remnants after prompt recycling, and put . The yield is the newly synthesized mass of heavy elements returned to the gas per unit increase of . Thus in denotes the heavy-element mass in the gas, excluding metals already locked into stars.
Assume , , and ; initially pristine gas means . Take the outflow rate to be with constant , and assume its metallicity equals the current gas-phase metallicity . This is the well-mixed leaky-box model of galactic chemical evolution. The parameter is a mass-loading factor relative to the net rate of locking mass into stars. If a gross star formation rate and a prompt returned fraction are used instead, and a wind rate corresponds to .
Conservation of mass givesand the baryonic mass remaining in the box is . Newly made metals enter the gas at rate , while pre-existing metals are locked into stars at rate and leave in the wind at rate . HenceUsing and the product rule,The cancellation expresses the fact that a well-mixed wind removes gas and metals in the same proportion, while fresh stellar production raises the abundance in the remaining gas.
Divide this equation by along the evolving reservoir, or integrate in time through intervals with no star formation. The resulting gas-phase metallicity isEquivalently, its fully explicit dependence on a prescribed net star formation rate isvalid while . With pre-existing stars, replace in the gas-mass relation by . Without specifying or a gas-consumption law, the model fixes as a function of gas mass but does not determine a unique function of time.
For the closed-box model of galactic chemical evolution, set . Then andAt the same remaining fraction of the initial gas reservoir, the leaky box has the logarithmic coefficient , lower than the true stellar yield by the wind factor. This coefficient is often called an effective yield, but the definition of the gas fraction must be specified.
In particular, the observable gas fraction of a galaxy is often , using the mass still present, rather than . In our initially star-free model,ThereforeFor and , the leaky-box enrichment is smaller at the same : . If effective yield is defined observationally as , it is consequently not simply the constant at all .
As an explicit time example, choose a linear gas-consumption law , with constant . The mass and metallicity equations giveThe closed box with the same has the same metallicity at a given time, while the leaky box exhausts its gas faster. Thus a comparison at fixed time depends on the chosen star formation rate, even though the comparison at fixed gas fraction above is unambiguous.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 346 2 Solution 2026-09-29
The Schechter function has logarithmic slope for and an exponential cutoff for . Thus a log-log plot is approximately a straight line of slope at low mass and bends sharply downward near .
For a collisionless self-gravitating system, define the inertia tensorTwo time derivatives, the collisionless Boltzmann equation, and integration by parts give the tensor virial theoremwhereFor an isolated steady state, or a long-time average of a bounded system, and surface terms vanish, soTaking the trace gives . Therefore
Introduce the gravitational radius by . Virial equilibrium givesAssume dissipationless accretion, negligible escaping mass, no external work, and final re-virialization. The accreted systems bringWith and ,Since and ,Using also gives
Many minor galaxy mergers have dynamically cold accreted material, . If they double the mass, , then , andThe steep low-mass side of the Schechter function supplies many small satellites. Repeated dry galaxy mergers can therefore add stars mainly at large radius, increasing size much faster than mass and lowering mean density. This explains how compact, dense redshift-two galaxies can evolve into larger present-day elliptical galaxies without requiring comparable in-situ star formation.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 347 3 c Solution 2026-09-29
Far from the inner edge, use and the alpha-viscosity prescriptionMass conservation then givesAt the onset of disk self-gravity, . Since , this condition reduces to
The blackbody approximation and local radiative balance on one face givewhile the stated ideal-gas estimate is . Inserting these expressions into the self-gravity condition givesSolving for producesBeyond this radius, the disk's own gravity rivals the central vertical gravity; fragmentation and star formation can then invalidate the smooth steady thin-disk model.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 349 1 Solution 2026-09-29
Interstellar dust both hides and reveals galaxies. Absorption and scattering remove short-wavelength photons from a line of sight, causing interstellar extinction, reddening, anisotropic scattering, and polarization. These effects obscure embedded star formation, bias luminosities, colours, stellar masses, and star-formation rates, and can make an edge-on or dusty galaxy appear older and fainter. Dust also converts absorbed ultraviolet and optical power into far-infrared and submillimetre thermal radiation. That reradiation exposes otherwise hidden star formation, constrains dust temperature and mass, and helps map cold molecular material; polarization traces magnetic-field orientation. Grain surfaces also catalyse molecular-hydrogen formation, while photoelectric emission from grains heats interstellar gas.
One spherical grain has emitting area . Since isotropic blackbody intensity gives surface flux , its spectral luminosity isFor optically thin grains at distance , the inverse-square law givesDefining the grain mass absorption coefficientthe optically thin dust-mass estimator is
For a constant source function and no incident background, the radiative transfer equation integrates toIf the cloud subtends solid angle , uniform intensity givesThe physical projected area is . Its grain column density is , so the dust optical depth isEliminating gives the finite-optical-depth resultIt requires , as demanded by the blackbody brightness limit. When , , so and the result reduces to the optically thin estimator.
Without feedback, efficiently cooling gas would turn into stars too readily. Young stars return radiation, winds and supernova energy and momentum to their surroundings. This can heat gas, disrupt dense clouds and drive outflows, with the strongest fractional effect in shallow potential wells. The outflow mass-loading factor is useful, but its dependence on escape speed differs between energy-limited and momentum-limited models. Some expelled gas later recycles; feedback also transports metals and changes subsequent cooling.
active-galactic-nucleus feedback is important in massive galaxies and hot haloes. Radiative or mechanical power from black-hole accretion can suppress the supply of cold gas. Collimated jets inflate radio/X-ray cavities, while broader winds can carry significant momentum and kinetic energy. For a relativistic cavity fluid with adiabatic index , its enthalpy is approximately , so estimates mechanical power. Comparing it with the gas cooling luminosity tests whether that energy budget is sufficient, rather than merely showing that a radio source is present.
Deep Chandra observations of Perseus resolved bubbles, a density jump and weak surface-brightness ripples consistent with repeated mechanical disturbance of the intracluster gas. Their interpretation as heating requires a dissipation mechanism and a coupling history, not just a large instantaneous power.[ref]
A deep Chandra observation of the Perseus cluster: shocks and ripples by A. C. Fabian and others. abstract; density front, radio bubbles and the proposed heating/cooling balance
Observed outflow geometry, filling factors, cavity ages and cooling corrections create substantial uncertainties. Feedback can also compress gas and locally promote star formation. Simulations must track radiative losses and the scale on which energy or momentum couples: depositing unresolved thermal energy is not automatically equivalent to driving a resolved wind. A successful model should explain stellar masses, gas fractions, metallicity and circumgalactic or intracluster thermodynamics together.