A small-angle gravitational encounter between a test star and a field star of mass gives a transverse kick , where is the impact parameter and the relative speed. For number density , encounters in occur at rate . Independent kicks add in mean square, giving the random-walk derivation of stellar relaxation
The Coulomb logarithm in stellar dynamics has of order system size , and of order the strong-deflection scale . For a virialized -star system, , so is of order . The stellar relaxation time is the time for accumulated velocity variance to become comparable with :
Using gives . With a diameter-crossing convention , this is , conventionally rounded to
The coefficient is approximate: spatial profile, velocity averages and crossing-time convention change it by factors of order unity. The robust result is crossing times.
For and years, the estimate is about years, enormously longer than a Hubble time. Most galaxies therefore behave as collisionless stellar systems. Dense nuclei and star clusters can relax more rapidly. Negligible stellar encounters do not mean negligible collective gravitational instabilities.
Define the mass-weighted galactic distribution function by , so . Hamiltonian gravitational motion preserves phase space volume by the Liouville theorem in Hamiltonian mechanics. In the collisionless regime no encounter term redistributes stars between neighbouring phase space trajectories, so . With acceleration , the Collisionless Boltzmann equation is
For a steadily rotating galactic bar, write the inertial polar angle as . The inertial radial and angular equations are and . Substitution gives the equations of motion in a rotating frame:
Here the velocities are measured in the bar frame. Set , and define the positive-force rotating-frame relative effective potential
The centrifugal sign is positive in this relative-potential convention. The characteristics are
Consequently the rotating-frame collisionless Boltzmann equation is
For these planar equations, integrate over and interpret as the planar or vertically integrated mass density. Define . Boundary terms in velocity vanish for a sufficiently decaying distribution.
Let the velocity accelerations above be . Their velocity divergence is . Thus integration by parts in the zeroth moment contributes , producing the cylindrical continuity equation for a rotating stellar system
This is conservation of mass: change of density balances flux through the radial and azimuthal sides of a small cylindrical element. The factor is geometric; the physical phase space measure is .
For the radial first moment, multiply the rotating-frame collisionless Boltzmann equation by . Its velocity integrations are and . Hence the radial cylindrical Jeans equations in a rotating frame are
For the azimuthal first moment, the velocity integral vanishes, while . This gives
The Jeans equations are local momentum-balance equations. The second moments include streaming momentum flux and random-velocity stress, while gravity, centrifugal acceleration and Coriolis acceleration supply the frame-dependent forces. They do not by themselves close the full distribution: a stress prescription or a galactic distribution function is also needed.
False. The enclosed-mass formula is a consequence of the spherical shell theorem. In a spherical galaxy, exterior shells exert no radial force and interior mass acts as though concentrated at the centre, giving .
A razor-thin axisymmetric disc instead has
Both interior and exterior annuli contribute to that derivative. Its geometry is not determined by .
A concrete counterexample compares a central point mass plus an exterior spherical shell with the same point mass plus a thin circular ring of mass and radius . Their enclosed-mass profiles are identical: inside , and outside. The interior gravitational force of an exterior thin ring follows by expanding its angularly averaged relative potential:
For , the ring's acceleration is outward, , whereas the spherical shell's acceleration is zero. With large enough to retain circular orbits, the disc-side speed is
A narrow smooth annulus gives the same distinction. This proves that enclosed mass does not determine a disc rotation curve, even when the mass profiles of the spherical and disc models agree.
For finite-thickness disk relaxation, assume a well-separated range and approximately virialized self-gravity. The three factors have distinct origins. Replacing the characteristic encounter speed by shortens the diffusion time by : the variance-production rate has one inverse power of speed, and the target random velocity squared has two powers. Concentrating the same number of stars into volume of order , rather than , raises the number volume density by and shortens the time by . Finally, only separations below the thickness sample a three-dimensional encounter geometry. The logarithmic upper cutoff becomes , and therefore the inverse-logarithm time acquires . More distant encounters have the planar geometry and provide a convergent, non-logarithmic correction. A smaller Coulomb logarithm in stellar dynamics actually partly offsets the first two shortenings.
Thus, using the same cutoff for this comparison,
For actual point particles the disk cutoff is , whereas the spherical one is ; one must use the appropriate cutoff in each logarithm rather than silently identifying them. For a softened calculation it is instead of order the larger of the weak-deflection scale and the softening length. The formula is not valid when approaches that cutoff.
Write and , with simulation duration and allowed fractional diffusion . Combining the paper's spherical normalization and its comparison formula gives the leading criterion
The spherical comparison logarithm cancels when its numerical convention and a common comparison cutoff are used; order-one shape factors remain approximate. In an unsoftened disk with , . Hence the implicit requirement is , in the regime . For , the stellar relaxation time is of order of the spherical value apart from logarithms; gives a time of order 100 crossing times in this estimate. Negligible relaxation over that duration requires an additional margin. A disk generally needs far more particles than a round galaxy for the same relaxation tolerance; no universal minimum follows without duration, thickness and softening. Collective spiral or bending responses are a separate source of evolution even in a collisionless stellar system.
The common-age conditional probabilities give
Here includes both possible component orders. Hence the binary star fractions have the concise ratio
As a check on the role of shared age, rather than . This is covariance induced by a shared latent variable: the red giant indicator random variables have covariance equal to the variance of , namely .
For a starburst galaxy with age , put . There is no age averaging. The component masses remain independent, so the fraction of systems with two red giants is
The last comparison is ambiguous in the printed question. Literally, the fraction of individual red giants in the first galaxy is . Since , no allowed starburst age satisfies that literal comparison. If the intended comparison is instead between systems containing two red giants in the two galaxies, compare with ; the answer is
For completeness, the individual red giant fraction in the burst is , which exceeds precisely for . This is a third, different comparison; it does not change the computed fraction of two-giant systems.
Ignoring gravitational focusing, a galaxy sweeps a cylinder of volume . Multiplying this by the number density of target galaxies and averaging the relative speed gives the mean encounter count
For independent encounters modeled by a Poisson process, the probability of at least one galaxy merger is . The printed expression is its rare-encounter approximation ; it is not an exact probability for arbitrary .
For an illustrative present-day field population take an effective merger impact parameter , , and . These are assumed order-of-magnitude inputs, not precise observational measurements. Taking a Hubble time of , the given distance conversion yields
and hence
Thus the geometric field estimate is of order to per Hubble time. It scales as and is very sensitive to environment and the adopted effective merger radius. Enhanced density in groups, gravitational focusing, and the evolution of the galaxy population are all omitted; this number is not a prediction of the full cosmological merger fraction.
Now use the stipulated rapid, distant encounter. The consistent rectilinear trajectory is
With the stated impact parameter along and velocity along , this trajectory lies in the -plane. The original PDF's reference to the -plane is a typo; the local TeX also corrupts the impact-parameter direction. The original PDF fixes that direction as .
Use the positive potential , whose gradient is the attractive acceleration under the question's sign convention. Its multipole expansion is
The first term has no force; the linear term accelerates the entire galaxy and disappears in the frame following its centre of mass. The leading internal tidal potential is therefore
This is a quadrupole approximation valid for , rather than an exact equality for every . Its acceleration tidal tensor acts on as
In the impulse approximation, each stellar position is held fixed during the flyby and the velocity kick is the integral of this acceleration. Put ; terms odd in integrate to zero, while
The integrated diagonal coefficients of the tidal tensor are consequently , giving
The encounter stretches the galaxy along the impact parameter, compresses it along , and gives no net leading kick along the flyby direction.
Denote the pre-encounter stellar velocity by , to distinguish it from the relative flyby speed . The instantaneous change of specific kinetic energy is
Uncorrelated kicks with zero mean cross term imply , so the phase-averaged heating at a specified position is
For an individual star the cross term need not vanish: the formula is an ensemble or orbital-phase average. Integrating over a spherical galaxy of mass , symmetry gives . Therefore the total tidal heating is
For two identical galaxies, each receives this heating with . Adding both contributions gives
In the centre of mass frame, equal masses approach with speeds if is their relative speed at infinity. The initial orbital energy is
where is the reduced mass. The orbital potential energy vanishes at infinite separation. Within the weak-deflection approximation this asymptotic speed is also the nearly constant speed used in the flyby calculation.
Conservation of energy transfers the positive internal heating out of the relative orbit. Tidal capture of galaxies occurs in this model if , which gives
The equality is marginal capture. A bound pair still needs subsequent evolution to coalesce, so the result is an approximate capture criterion used here as a merger criterion. Its right-hand side has dimensions of length times speed, as required.
The impulse approximation requires the flyby duration to be short compared with the stellar dynamical time , namely . If , a star moves substantially during the encounter. Its orbital adiabatic invariance of an orbital action suppresses net heating by a slowly varying tidal field: adiabatic shielding of tidal encounters replaces the frozen-position calculation. The divergent heating predicted by extrapolating the impulsive formula to slow encounters is therefore spurious. Close passages with comparable to the galaxy size or strong gravitational focusing also lie outside the derivation.
The singular isothermal sphere has one-dimensional velocity dispersion , density , and enclosed mass . The gas mass inside is therefore
Taking the dynamical crossing time to be , the dynamical upper bound on black-hole fuelling is
The 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 gives
Thus 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 gives
The 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.
Cosmological variables and conventions. The scale factor describes the relative separation of comoving observers; dots denote derivatives with respect to cosmic time . The Hubble parameter is , usually time dependent; “Hubble constant” conventionally means its present value. Here is mass-equivalent density, so is energy density, while is isotropic pressure. is the gravitational constant and the speed of light. The constant specifies cosmological spatial curvature: with a length, and describe closed, flat and open spatial geometries. Alternative normalizations of move a constant factor into . In the printed equations has units : it is times a cosmological constant defined in inverse square metres. This time-unit convention for the cosmological constant prevents a missing factor of .
Continuity and the first law. Differentiating the first Friedmann equation with constant and , and then eliminating with the second, gives
Thus, on an expanding or contracting branch,
The relation extends continuously to a regular turning point. For a physical volume bounded by fixed comoving coordinates, . Multiplication by gives
This adiabatic work in a comoving volume is the first law of thermodynamics for adiabatic evolution with fixed entropy and no additional chemical work. It expresses local energy conservation, including pressure work. It does not assert that is constant: radiation loses internal energy as it does work; negative pressure makes grow during expansion. A generic expanding spacetime has no global time-translation symmetry from which a conserved total energy follows.
Constant scalar-field energy density. Setting in the continuity equation, with , gives
For a homogeneous canonical scalar field, in units , and . A stationary potential-dominated field has precisely this equation of state. A general evolving scalar field need not have ; the constant-density assumption is essential.
Expansion at the stipulated Higgs energy density. With zero explicit and zero , constant gives
The plus sign selects the expanding branch; there is also a contracting solution. The scalar-field energy is already included in , so adding it again as an explicit cosmological constant would double count it. Using gives , and . Therefore
This vacuum-dominated doubling time describes accelerated expansion in de Sitter spacetime, with . The stipulated energy density exceeds the critical density in energy units used in Question 2 by , so it cannot persist as the dominant component of the present universe. The calculation exhibits the cosmological constant problem: the absolute gravitational vacuum energy must be enormously smaller than such a particle-physics scale today. It does not establish that the Standard Model Higgs field actually remains constant or supplies a viable inflationary epoch.
The acoustic ruler and accelerated expansion. Before baryon drag becomes ineffective, pressure in the photon-baryon fluid drives acoustic waves around initial linear cosmological density perturbations. Their comoving sound horizon at the baryon drag epoch is
After decoupling, this preferred separation survives in galaxy clustering as baryon acoustic oscillations: a peak in the two-point correlation function and oscillations in the matter power spectrum. Its value is calibrated by early-universe physics, commonly constrained by the cosmic microwave background. The SDSS luminous-red-galaxy measurement established a peak near ; its use as a distance indicator depends on the ruler calibration rather than the length of an individual galaxy.[ref]
For a ruler perpendicular to the line of sight and one parallel to it,
where is the transverse comoving distance and the angular diameter distance. These measure and , respectively. Comparing multiple redshifts tests the distance–redshift relation and expansion history. In particular,
so sufficiently precise measurements of the shape of can test . In general relativity, accelerated expansion requires a sufficiently negative total ; a positive cosmological constant supplies it.
A single acoustic angular scale does not independently determine acceleration, cosmological spatial curvature, the absolute sound horizon and the dark-energy equation of state. One combines redshift coverage with early-universe calibration and independent matter-density or distance information, comparing accelerating and nonaccelerating models. The galaxy selection function and redshift completeness must be modeled with random catalogues, survey covariance estimated with mock catalogues, and redshift-space distortions, galaxy bias and nonlinear broadening controlled. These tests distinguish a cosmological feature from a survey artifact. The evidence is the measured expansion history within an explicit cosmological framework, rather than the existence of an acoustic peak alone.
Figure 1.
Original schematic of transverse and radial acoustic-ruler measurements
. Details.
The inference of dark matter uses a gravitational law to turn observed motions and lensing into a mass distribution. modified gravity asks whether some discrepancies instead reveal a breakdown of that law. The strongest motivation at galactic scales is the regular relation between baryonic structure and galaxy rotation curves, including approximately flat outer rotation speeds and the baryonic Tully-Fisher relation.
In modified Newtonian dynamics, the low-acceleration spherical relation is , with at high acceleration and at low acceleration. For an isolated baryonic mass in the latter regime,
Thus an asymptotically flat rotation curve and a fourth-power mass–speed relation arise from a common acceleration scale, without assigning an independent halo profile to every galaxy. This is a substantive phenomenological motivation. Distances, stellar mass-to-light ratios, gas distributions and the external gravitational environment must still be controlled.[ref]
A nonrelativistic acceleration prescription does not itself specify light bending or cosmology. A relativistic completion must determine the metric followed by photons and matter. tensor-vector-scalar gravity illustrates the need for additional dynamical fields and a specified physical metric; lensing predictions then have to be calculated within that theory rather than imported unchanged from general relativity.[ref]
Several observations challenge a simple replacement of dark matter by a single galactic acceleration law. galaxy clusters retain substantial mass discrepancies even after such a modification. In the bullet Cluster dark-matter separation, the dominant X-ray-emitting baryonic gas is displaced from the galaxies, whereas weak-lensing mass concentrations lie nearer the galaxies. Collisionless dark matter accompanying the galaxies provides a natural account of this separation. The inference uses a lensing model and does not constitute a theorem excluding every conceivable modified-gravity theory, but a successful alternative must reproduce the displaced lensing signal quantitatively.[ref]
The cosmic microwave background, acoustic structure, expansion history and growth of cosmic structure provide additional simultaneous tests. A theory that fits galaxy rotation curves must also supply the appropriate cosmological perturbation evolution and lensing. Adding extra clustering fields can help, but may reintroduce an effective unseen gravitating component. Solar-system and binary-pulsar agreement with general relativity constrain alternatives in their tested regimes, although a modification designed to act only at very low acceleration is not automatically ruled out by a high-acceleration test.
A discriminating programme compares dynamics, which probes the potential accelerating nonrelativistic matter, with lensing, which probes the sum of the two scalar metric potentials. Scale-dependent discrepancies, gravitational slip and environmental screening can then be tested with controlled galaxy bias and selection effects. Galaxy-scale tensions in a dark-matter model must likewise be separated from uncertain baryonic astrophysics. Regular galactic scaling relations motivate modified gravity; clusters and the combined cosmological evidence strongly challenge its simplest dark-matter-free forms. Failure to detect a particular WIMP is not positive evidence for a particular modified-gravity theory.
photon orbit and the Newtonian limit. Write and . For a timelike circular Schwarzschild geodesic,
The denominator tends to zero at , so the energy per unit rest mass diverges as a massive circular orbit approaches that radius. The corresponding local orbital speed measured by a static observer satisfies and tends to one. This suggests a null circular orbit, but one must not simply insert into a massive-particle formula. For a photon, the radial effective potential is proportional to ; its derivative vanishes at and its second derivative there is negative. Thus the photon sphere is at , and its circular null orbits are unstable.
At , expansion gives
The second term is the total Newtonian circular-orbit energy, kinetic plus potential; the relativistic energy also includes rest energy. Here is the conserved energy referred to a stationary observer at infinity, not the local kinetic energy.
The stable inner edge. At fixed angular momentum, write . The timelike radial geodesic equation can be written
The circular condition gives . Substituting into the second derivative taken at fixed gives
Timelike circular orbits exist for ; they are stable against radial perturbations for and unstable for . Therefore
The boundary orbit is marginally stable. Differentiating also gives a minimum there, consistently with this fixed-angular-momentum stability calculation.
accretion efficiency and black-hole spin. Matter supplied slowly from far away initially brings rest energy . A radiatively efficient, zero-inner-torque thin disk releases the binding energy down to the innermost stable circular orbit; the remaining energy is carried into the hole during the plunge. Thus
Here denotes the efficiency called in this question. The ideal relation assumes negligible additional dissipation during plunge and neglects photon capture and advection. A hot radiatively inefficient flow need not have this efficiency.
For a Kerr black hole, an equatorial prograde disk has a smaller innermost stable circular orbit and greater binding-energy efficiency than the Schwarzschild value; a retrograde disk has the opposite trend. The formal extremal prograde limits are and . These are ideal limiting values, not a universal realized efficiency. photon capture and the accretion geometry affect the achievable black-hole spin and escaping radiation.
radiation force and the limiting luminosity. For isotropic luminosity , the outward radiation momentum flux at radius is . In fully ionized hydrogen, Thomson scattering acts mainly on the electron, while electrostatic coupling makes the electron and proton move together. Neglecting the electron mass, one electron–proton pair experiences
Equating them yields
This Eddington luminosity uses electron-scattering opacity, spherical or isotropic force balance and negligible relativistic corrections at the force-comparison radius. Composition, other opacity, anisotropy and photon trapping can change the relevant limit.
Exponential growth and doubling. Distinguish rest-mass supply from black-hole mass growth :
At the Eddington limit,
Using the printed scattering cross section gives . The Salpeter time is an e-folding time; the Eddington-limited doubling time is
for the Schwarzschild thin-disk efficiency. If one approximates , the factor is dropped and the estimate is about . The retained-energy version is the mass-conserving expression.
The efficiency bound. A growth factor requires e-folds. Eddington-limited accretion is the fastest growth allowed by the adopted luminosity bound at fixed efficiency, so growth within a time requires
This efficiency upper bound from Eddington-limited growth is an upper bound: higher efficiency radiates more of each supplied rest mass, and the luminosity ceiling therefore allows less mass to enter per unit time. A duty cycle below unity or sub-Eddington luminosity tightens it. The approximate convention would instead give ; both figures refer to the same effect, with different treatment of the radiated mass deficit. Mergers, super-Eddington growth or a different seed history would change the premises.
Coherent prograde accretion spins up the hole, moves the inner edge inward and increases . For fixed the mass-growth e-folding time then grows, so the logarithmic growth curve becomes less steep; one cannot simply retain the initial Schwarzschild efficiency throughout. Episodic misaligned accretion can have a different black-hole spin history. In general,
energy available to affect the galaxy. Let denote galaxy mass, keeping it distinct from black-hole mass. At constant efficiency, negligible seed mass and no merger contribution, the emitted energy in building is
For and the nonspinning efficiency this is approximately . The common small-efficiency approximation gives , and a fiducial would give about with retained mass included. These differences do not alter the conclusion: the available accretion energy substantially exceeds the stated galactic binding-energy estimate.
Only a coupling fraction of order one percent would then be energetically sufficient to affect the gas strongly. radiation, winds or jets can heat gas, drive outflows and suppress further cooling and star formation, providing active-galactic-nucleus feedback and possible self-regulation of black-hole growth. energy availability alone does not prove that the whole galaxy is expelled: most radiation can escape, jets can be collimated, heated gas can cool, and collisionless stars couple differently from gas.
Figure 1.
Original comparison of Eddington-limited growth at fixed efficiencies, including the radiated mass deficit
. Details.
Three tracers give complementary estimates of a cluster's gravitating mass. First, galaxy redshifts measure a line-of-sight velocity dispersion . For a roughly stationary bound cluster, the virial theorem gives a cluster velocity-dispersion mass estimate
with a coefficient depending on the density profile and orbital anisotropy. The galaxy luminosity and plausible stellar mass-to-light ratio supply too little mass to bind typical rich clusters. Foreground interlopers, substructure, velocity anisotropy and a recent merger can bias the dynamical estimate; a large dispersion is not by itself proof of equilibrium.
Second, diffuse X-ray emission measures a hot intracluster plasma, not merely unresolved starlight. Spectral continuum and lines constrain its temperature, while surface-brightness profiles constrain its density after line-of-sight projection and emissivity modeling. If the gas has constant composition and is approximately spherical and in hydrostatic equilibrium,
This cluster hydrostatic mass estimator uses as the mean mass per pressure-supporting particle. The inferred potential requires substantially more mass than the stars plus measured gas, although the gas contains much of the visible baryonic mass. Turbulence, bulk motion, temperature structure and departures from hydrostatic equilibrium are important systematic errors.
Third, strong-lensing arcs and multiple images, together with coherent weak-lensing shear of background galaxies, measure projected gravitational deflection. In general relativity,
This cluster gravitational-lensing mass estimate does not require the cluster galaxies or gas to be in dynamical equilibrium. It does require source-distance information, a lens model and control of point-spread-function-induced shapes, line-of-sight projection, unrelated line-of-sight structure and the mass-sheet degeneracy.
The convergence of dynamical, hydrostatic and lensing masses, exceeding the baryonic inventory, is the principal evidence. The Bullet Cluster adds a spatial test: collisional X-ray gas lags behind the galaxies during the merger, while the inferred lensing concentrations lie nearer the collisionless galaxy component. An additional weakly collisional gravitating mass accounts naturally for that separation.[ref] The conclusion assumes a gravitational framework and does not identify the microscopic dark-matter particle; the different tracer systematics should be evaluated rather than treating three mass estimates as completely assumption free.
mass from motion. A resolved Keplerian orbit gives when the orbiting object has negligible mass. At the Galactic centre, repeated infrared astrometry and spectroscopy measure sky motion, acceleration and line-of-sight velocity of stars around Sagittarius A*. Resolving a compact enclosed mass and fitting complete orbits avoids reliance on a single projected velocity. Source confusion, reference-frame stability, distance, inclination and possible extended mass must be included in the fit.[ref]
For an unresolved stellar-mass binary in a circular orbit, the donor's velocity semiamplitude and orbital period give the binary mass function
It provides a lower mass bound; donor mass and orbital inclination are needed for an actual mass estimate. For an eccentric orbit, multiply the observational combination by when evaluating the binary mass function. Resolved gas or maser rotation and stellar-dynamical models also measure masses, provided pressure support, noncircular motion and line-of-sight projection are modeled. Resolving the black-hole sphere of influence improves separation of central mass from the host galaxy.
For active nuclei, reverberation mapping measures a lag between variable continuum and broad-line response. With a line velocity scale ,
The factor accounts for geometry and kinematics and is not known simply from the lag. Cadence, line responsivity, inclination and winds require control. Rapid variability demonstrates compactness but is not by itself a unique mass measurement.
black-hole spin from strong-field emission. Define . Large-radius Keplerian motion is principally a mass probe and usually insensitive to black-hole spin. In the Kerr model, the radius and binding energy of the innermost stable circular orbit vary with and orbital orientation, making inner-disk radiation useful.
black-hole continuum fitting infers an inner emitting radius from the disk's thermal spectrum and flux normalization, then identifies it with the innermost stable circular orbit in a relativistic thin-disk model. Independent mass, distance and inclination, together with atmospheric spectral hardening, absorption and contamination, are needed. Spectra should be selected in a disk-dominated regime where truncation and strong advection are limited. A 2011 Cygnus X-1 analysis combined such spectra with independently constrained binary parameters and reported a near-extreme black-hole spin conditional on black-hole spin–orbit alignment and its disk model.[ref]
black-hole reflection spectroscopy instead models a relativistically broadened iron-line and reflection continuum: orbital Doppler shifts and beaming broaden the profile, while gravitational redshift contributes to the extended red wing. Its innermost emitting radius can constrain black-hole spin if reflection extends to the stable inner edge. Ionization, abundance, absorption, coronal illumination, disk thickness and possible truncation are competing parameters; a broad line is not a direct black-hole spin reading independent of these assumptions. Timing or precession models can add information but introduce their own dynamical identification.
mass is principally inferred from gravitating dynamics; black-hole spin is inferred from strong-field effects with a specified spacetime and accretion model. Agreement between independent methods is especially valuable because disk inner radius, inclination and radiation-transfer assumptions can otherwise mimic a change of black-hole spin.
An active galactic nucleus is a compact, exceptionally luminous central source powered chiefly by black-hole accretion rather than ordinary stellar fusion. Typical signatures include a broad spectral-energy distribution extending from radio to X-rays, rapid variability implying a small emitting region, strong optical or ultraviolet emission lines and, in some objects, radio jets and lobes. Broad permitted lines indicate rapidly moving dense gas; narrower forbidden lines can arise farther out. Obscuration and viewing orientation can hide the broad-line region, and many active nuclei are radio quiet, so no one signature is required in every object.
For the Schwarzschild circular-ring energy shift, set and let be the photon energy in the orbiting gas frame. A local static observer in Schwarzschild spacetime measures . For gas receding along the line-of-sight component of its velocity, special-relativistic frequency transformation gives
Propagation from that static frame to a distant stationary observer contributes . Hence
The factors describe gravitational redshift, transverse time dilation and the longitudinal Doppler shift. Here the emitter is on the maximally receding azimuth of a circular disc ring. A general azimuth has a smaller projected velocity, and a fully ray-traced image must use the photon direction at emission rather than equating that local direction with the distant inclination. The supplied expression is the direct-projection transfer model, not a complete light-bending calculation.
The innermost stable circular orbit is the marginal stable timelike circular geodesic separating stable circular motion from radial instability. In Schwarzschild spacetime,
For example, the circular-orbit specific angular momentum satisfies ; its radial stability changes where , at . This is outside both the horizon at and the circular photon orbit at .
The printed local orbital-speed relation gives . Combining the gravitational and transverse factors,
At the ISCO, , so
The Edge-on Schwarzschild ISCO redshift envelope is reached for an edge-on disc on its receding side:
The approaching edge has . For a fixed inclination below degrees the maximum is smaller; the quoted number is an upper envelope, not the value for every observer. Within the stated ring model the receding factor increases inward across stable orbits, so the inner edge sets that envelope. Emission from a plunging region, occultation and returning rays are outside this ISCO-emitting model.
Figure 1.
Original Schwarzschild circular-ring transfer calculation showing inclination dependence and the edge-on ISCO redshift envelope
. Details.
The Kerr ISCO efficiency limits follow from equatorial circular orbits in the Kerr metric. Prograde motion has a smaller ISCO than the non-spinning case, while retrograde motion has a larger one. A zero-torque thin disc radiating the orbital binding energy before the gas plunges has efficiency , where is energy per unit rest-mass energy at infinity. The ideal limiting values are
Thus more orbital binding energy is available in the prograde inner disc. The extremal values are formal geodesic limits: photon capture, inner stresses, outflows and finite accretion thickness change the efficiency of real flows. An ISCO inside the ergoregion is not a claim that material or radiation escapes from inside the horizon.
For accretion output relative to galactic binding energy, distinguish accreted rest mass from the mass retained by the black hole. At constant radiative efficiency, building a hole from a negligible seed to emits
A non-negligible seed replaces by the actual mass increase. Let the first use of mean the total three-dimensional rms random speed. For an approximately virialized galaxy with negligible boundary term, and . The ratio to the magnitude of its gravitational potential energy is therefore
If “binding energy” means the net energy needed to unbind the virialized system, , the ratio is twice as large. The widely used order-of-magnitude estimate drops the retained-mass correction and writes ; it should not be confused with a precisely fixed structural coefficient.
For the numerical parameters given,
No efficiency is specified, so this function is the numerical result. For an explicitly chosen illustration , it is about , or relative to the net virial binding energy. The non-spinning zero-torque efficiency gives about relative to ; the ideal retrograde and prograde limits give about and , respectively. Spin affects the ratio through the adopted efficiency and orbital orientation, not through a universal rule that a larger unsigned spin always means a larger efficiency.
Such large energy ratios make even a modest coupling of the output to galactic gas dynamically important. Radiation and winds can heat or eject gas and reduce star formation or later black-hole feeding. For the illustration a percent-level coupling is already comparable to . Energy available is not energy necessarily deposited: cooling, escape directions, gas geometry, photon opacity and the duration of activity determine the actual feedback. It does not follow that the entire stellar galaxy must be disrupted.
For the swept-shell calculation, the problem now explicitly redefines as a one-dimensional line-of-sight dispersion. The specified isothermal profile has
Neglecting central-hole gravity and the shell's self-gravity, the inward force due to the remaining interior component is
In a single-scattering momentum-driven model with the shell intercepting the central luminosity, . At the hydrogen Eddington luminosity this becomes . Sustained outward acceleration against that weight requires
and hence
The radius cancels because the swept isothermal mass is proportional to . This is the isothermal-galaxy momentum-balance shell threshold, with its fourth-power dispersion scaling.
The coefficient identifies the approximations. Self-gravity in a thin spherical shell expansion adds the shell's inward pressure-equivalent force and replaces by . A shell intercepting only a fraction of the photon momentum needs a larger luminosity; Thomson-thin material does not automatically receive . Conversely, multiple scattering or an energy-driven hot wind changes the force model. A shell already carrying sufficient outward kinetic energy need not satisfy this instantaneous acceleration condition everywhere to escape. The printed inequality is the stated quasistatic, fully coupled momentum-balance estimate, not an assumption-free lower bound for every possible shell trajectory.
Use the geodesic radial comoving coordinate, in which the Friedmann-Lemaître-Robertson-Walker metric has the form
On a slice of constant cosmic time, the radial proper-length element is . Therefore
If one starts from a curvature coordinate with radial element , then ; the curvature coordinate itself is not generally the used above.
For a comoving galaxy, , so . The definitions are
This recession law concerns proper distances on common cosmic-time slices. It is not a local special-relativistic relative velocity measurement; a large recession rate is not a signal exceeding the local speed of light.
For a comoving volume , total fluid energy is . Adiabatic energy conservation gives . Expanding,
hence
Here is mass-equivalent energy density. Radiation loses energy both by dilution and by pressure work; pressureless matter only dilutes in this description.
In the time-unit convention for the cosmological constant, it represents a uniform vacuum contribution with pressure equal to minus its energy density. There is a units convention in the printed field equations: their term is , so the symbol there has units of inverse time squared. If the geometrical constant is instead given in inverse length squared, this symbol equals . The curvature parameter labels constant-curvature spatial slices; with a conventional scale-factor normalization it is for positively curved, flat and negatively curved slices. It fixes local curvature sign, not every possible global spatial topology.
For a flat fluid-only model without a cosmological constant and with , the two field equations give
The two printed cases and their scale-factor laws are worked under the literal inline labels below.
Inflation is accelerated expansion, , equivalently a decreasing comoving Hubble radius on an expanding branch. An approximately constant positive vacuum-like energy can give nearly exponential expansion. Enough inflation can put regions now widely separated inside a common earlier causal patch, suppress and dilute unwanted relics such as monopoles. These are the horizon, flatness and relic-abundance motivations. Reheating is needed to populate the subsequent hot universe. Quantum fluctuations can seed primordial perturbations, but inflation alone is not a universal solution to the initial singularity or a proof that all initial conditions inflate.
Now adopt the printed natural units . For the Homogeneous massive-scalar equation in an expanding universe,
The continuity equation gives
Where , this implies the expanding-universe Klein-Gordon equation
A regular canonical-field solution extends it through isolated turning points by continuity. Purely dividing the conservation equation does not determine a trajectory on an interval where is identically zero; canonical field dynamics, or variation of its action, supplies the equation there. In particular a constant nonzero massive field is not an exact freely evolving solution.
With ,
Therefore
This inflation condition for a homogeneous massive scalar means a potential-dominated field has sufficiently negative pressure to accelerate expansion. In quadratic chaotic inflation, a large initial field with can enter slow roll, with and . The potential slow-roll parameter is , so a large field relative to the gravitational scale can support many e-folds. The field eventually rolls far enough that this regime ends and oscillation and reheating become relevant. Large potential energy with arbitrary initial kinetic energy does not by itself guarantee an inflationary interval.
Differentiating the flat Friedmann equation and then using the scalar equation,
For the expanding branch,
This Nonincreasing Hubble rate for a canonical inflaton decreases strictly where the field rolls and can be momentarily stationary at a turning point; the statement “always decreasing” means nonincreasing. This does not conflict with acceleration, because remains positive when .
At horizon exit, larger comoving wavelengths leave earlier, when is larger. For a canonical field in slow roll, with reduced Planck mass ,
The decreasing expansion rate gives a red tensor tilt at this order. The scalar curvature spectrum also contains the conversion from field fluctuations to curvature:
Here counts elapsed e-folds. Thus the Decreasing Hubble rate does not alone fix scalar tilt. Evolution of matters. For the quadratic slow-roll model, and . If e-folds remain until the end, leading estimates give and tensor-to-scalar ratio , with small end-of-inflation corrections.
The relevant contemporary comparison is a nearly scale-invariant but red scalar spectrum. The February2015 Planck analysis reported for its temperature, low-polarization and lensing combination, and an upper limit at95percent confidence. The scalar tilt is qualitatively consistent with a slowly evolving inflaton, but that result does not establish the quadratic potential; its relatively large tensor prediction was already disfavored against lower-tensor alternatives in that analysis.[ref]
Figure 1.
Original slow-roll illustration distinguishing a red tensor spectrum from the additional epsilon evolution controlling scalar tilt
. Details.
Gravitational lensing maps source directions into observed image directions because spacetime curvature deflects null geodesics. In the weak-field limit the deflection by a point mass at impact parameter is
For a thin lens, angular diameter distances relate the angles through
A point lens has Einstein angle
and in a one-dimensional source alignment its two images satisfy
Exact alignment gives an Einstein ring for an ideal circular lens; finite source size and departures from symmetry alter the ideal image.
The mapping's Jacobian determines area magnification and parity. Its determinant can vanish on critical curves, whose source-plane images are caustics; a source near a caustic can produce highly stretched arcs or changing image multiplicity. In geometric optics, gravity is achromatic and preserves surface brightness after the usual redshift factors, while changing the apparent solid angle and total flux. Frequency-dependent source size, extinction and plasma propagation can modify an observed broadband image without changing this basic gravitational law.
Strong lensing produces multiple images, arcs and relative time delays. In angular variables the delay surface is proportional to
up to an irrelevant additive constant. The geometrical path and gravitational potential delay both contribute. Monitoring a variable multiply imaged source can constrain the time-delay distance, provided the lens mass distribution and external convergence are modeled.
Weak lensing produces small coherent distortions in background galaxy shapes. Convergence describes isotropic focusing and shear describes anisotropic stretching. In a thin-lens convention,
Statistical shear correlations probe projected matter structure and cosmological growth; intrinsic alignments, shape noise and selection require control. Compact masses can instead produce microlensing magnification changes when individual image separations are unresolved.
Lensing weighs both luminous and dark gravitating matter and can reveal mass concentrations without requiring hydrostatic equilibrium. It is nevertheless a projected and model-dependent inference: the mass-sheet degeneracy, line-of-sight structure and uncertain source redshifts can mimic changes in inferred mass or distance. Strong, weak and microlensing therefore constrain different scales and complement dynamical, photometric and cosmological measurements rather than automatically recovering a unique three-dimensional mass map.
Figure 1.
Original dimensionless point-mass lens equation and both image positions as the source moves away from alignment
. Details.
The effective radius is one tenth of the optical outer radius: kpc. A flat rotation speed then gives . Half the luminosity, with the same mass-to-light ratio, implies .
The concentration of light into a small fraction of the optical radius suggests a high-surface-brightness, centrally concentrated disk galaxy, plausibly an early-type spiral or lenticular with a substantial bulge. The kinematic and photometric data do not uniquely distinguish those morphologies. Disk geometry, an unknown inclination correction, or a varying stellar mass-to-light ratio would alter the exact numerical inner comparison.
Using the same luminosity estimate, the distance modulus is , implying Mpc. Pure Hubble expansion at that distance predicts about . The measured velocity therefore implies
Its line-of-sight peculiar velocity is toward us, of the order expected for orbital motions in a rich galaxy cluster. A galaxy falling toward a cluster centre from its far side could have this sign. Its actual front/back location or three-dimensional orbit is not determined without the cluster's mean velocity, distance and projected position. Tully-Fisher scatter and the assumption of identical luminosities also limit that inference.
The integrated spectrum combines stars moving toward and away from us within the galaxy, broadening their absorption by Doppler shifts. Assuming instrumental and individual-stellar widths have been removed or are negligible, the line-of-sight velocity dispersion is
The angular half-light radius at the low-redshift distance is kpc. For a pressure-supported, approximately isotropic equilibrium spheroid with a standard structural virial coefficient of order five, use
The coefficient represents assumed density profile, aperture and orbital structure; a different reasonable mass estimator changes the result by an order-unity factor. Treating as a luminosity distance and using would reduce the radius and mass by about four percent here.
The distance modulus is about . The magnitude within therefore corresponds to and
Doubling the half-light luminosity gives
This ratio is compatible with an old stellar population plus possible dark matter. It is larger than a solar-like mass-to-light ratio, but does not by itself isolate a unique dark-matter fraction: stellar age, initial mass function, anisotropy and the virial coefficient are not specified. Counting the quoted half-light magnitude as the total would incorrectly double the inferred ratio.
Pattern speed Created 2026-10-20 Updated 2026-11-05
For a perturbation phase , a constant-phase pattern rotates at . At corotation the local orbit angular speed equals this value. One observed galaxy can contain several patterns with distinct angular speeds and lifetimes.
Paul Schechter 2026-11-05
Paul Schechter introduced an analytic description of the galaxy luminosity function in 1976. The Schechter function combines a power law at low luminosity with an exponential high-luminosity cutoff:
Here is the characteristic turnover luminosity, a number-per-volume normalization, and the faint-end exponent.[ref]
Separating the turnover from the faint-end slope makes populations comparable. Extrapolating the fit to arbitrarily faint galaxies needs care: total number converges only for , while total luminosity converges for .
Perseus cluster Created 2026-10-20 Updated 2026-11-05
A galaxy cluster whose X-ray-emitting core is a well-studied example of interaction between radio bubbles and cooling gas. density fronts and ripples provide diagnostics of the mechanical energy released by the central active galaxy.[ref]