Once distances have fixed the expansion rate, two measurements remain sensitive to gravity itself. The growth of matter clumps responds to the pull on slow matter, written μ, and gravitational lensing responds to the bending of light, written Σ. Predicting both from the measured expansion with Einstein's values μ=Σ=1, and comparing with data, is the test this course is about.
This chapter follows How distances record the expansion. You need derivatives and a second-order differential equation whose solutions are powers. The aims are to derive the growth equation in the logarithm of the scale factor, solve it exactly in a matter-only universe, define the growth rate and the lensing-to-growth ratio, and read a synthetic record.
Two potentials and two responses
On large scales the universe is a smooth background plus small ripples. Write the density of matter as ρˉ(1+δ), where δ is the fractional overdensity. The ripples in spacetime are described by two potentials. Ψ perturbs the flow of time and accelerates slow matter; Φ perturbs space. Light responds to their sum, because a massless particle feels space and time equally.
For a ripple of comoving wavenumber k, well inside the horizon and still linear, the two equations that replace Newton's law are
k2Ψ=−4πGa2μρˉδ,k2(Φ+Ψ)=−8πGa2Σρˉδ.
In general relativity, with negligible anisotropic stress, Φ=Ψ and both functions equal one. A modified theory can change either one, and in general they can depend on time and scale. The DESI modified-gravity analysis defines its parameters exactly this way. Ishak et al. 2024, DESI 2024 modified gravity, §3.1
The first equation controls how matter falls. The second controls how light bends. They are independent pieces of information, and neither depends on the expansion rate alone.
The growth equation
On these scales matter behaves as a pressureless fluid. Mass conservation, the Euler equation and the first potential equation combine into a single equation for the overdensity:
δ¨+2Hδ˙=4πGμρˉδ.
The second term is Hubble drag: expansion carries matter apart and slows the collapse. The right side is the gravitational pull, scaled by μ.
Distances are naturally written in the scale factor, so change variables to lna. With a prime meaning d/dlna, a time derivative is H times a prime. Then
δ¨=H2(δ′′+H2H˙δ′),4πGρˉ=23H2Ωm(a),
where Ωm(a) is the matter fraction at that time. Divide by H2 and use H˙/H2=dlnH/dlna:
δ′′+(2+dlnadlnH)δ′=23Ωm(a)μδ.
The background enters through Ωm(a) and the slope of H; gravity enters only through μ. Both background quantities come from the expansion rate of the previous chapter. That is why one expansion history plus one value of μ fixes the growth.
Exact growth in a matter-only universe
When Ωm=1, the expansion rate falls as a−3/2, so its slope is −3/2, and Ωm(a)=1 at all times. Hold μ constant. The equation becomes
δ′′+21δ′=23μδ.
Try a power of the scale factor, δ∝ap. Each prime brings down a factor p, so p2+p/2−3μ/2=0, and the growing solution is
p=2−1/2+1/4+6μ.
With μ=1 this gives p=1: clumps grow in proportion to the scale factor, the classic result. With μ=1.1, a pull 10% stronger, p=1.0586. A 10% stronger pull gives a growth exponent only 5.9% larger. Hubble drag absorbs part of the extra pull.
Growth rate and the number surveys report
The growth rate is the logarithmic slope of the growing solution,
f≡dlnadlnδ.
In the matter-only universe it is simply p. In the cosmological-constant model with Ωm=0.31, the numerical solution gives f=0.5224 today, 0.7571 at z=0.5 and 0.8743 at z=1. Growth slows at late times because dark energy takes over the expansion. A famous fit, f≃Ωm(a)0.55, gives 0.5251 today and 0.7569 at z=0.5. Linder showed that this growth-index form tracks the full solution to better than a percent for a cosmological constant and for a range of evolving dark energy, with the index shifting slightly with the equation of state. Linder 2005
Redshift-space distortions measure the infall velocities of galaxies. Those velocities are proportional to f times the amplitude of the matter ripples, so surveys report the product fσ8, where σ8 is the root-mean-square matter fluctuation in spheres of 8h−1Mpc. In the Lab every model starts with the same early amplitude, normalised so that the cosmological-constant model has σ8=0.81 today. Its value at z=0.5 is 0.624, so fσ8=0.4724 there.
Lensing against growth
Lensing measures Φ+Ψ, and velocities measure f. Their ratio removes the unknown amplitude of the matter ripples and the unknown bias of galaxies relative to matter. Zhang and collaborators proposed the combination EG for exactly this purpose. Zhang et al. 2007 In linear theory it reduces to
EG=fΩmΣ.
For the cosmological-constant model at z=0.5 this is 0.31/0.7571=0.4094. Reyes and collaborators measured EG=0.39±0.06 on scales of tens of megaparsecs, in agreement with the general-relativistic expectation near 0.4. Reyes et al. 2010
Worked example: the default Lab universe
The Lab opens on the cosmological-constant expansion with a modified response. At z=0.5 its gravity gives μ=1.170 and Σ=1.094. Every distance equals the cosmological-constant value, because the background is identical. The growth equation, solved with the larger pull, gives fσ8=0.5025, while Einstein gravity on the same expansion gives 0.4724: 6.4% more growth. The lensing ratio is EG=0.4276 against 0.4094, 4.4% higher.
A distance survey would see nothing here. A growth survey would see clusters that are too developed for the measured expansion. Only the two together locate the discrepancy in gravity.
Reading a synthetic record
The course data include a synthetic record, not an observation. It was generated from the default model with random scatter from seed 81: five values of fσ8 between z=0.3 and z=1.3 with 4% errors, and two values of EG with 6% errors. Fit it in three ways.
Einstein gravity on the cosmological-constant expansion gives χ2=21.6 for seven points. The model that generated the record gives χ2=5.0. A scan over the stable models in the frozen grid finds a smaller value, χ2=3.7, at braiding cB=1.8 and running cM=−1.0, far from the true cB=0.9, cM=0.6.
The first comparison rejects Einstein gravity for this record. The second and third show what such data cannot do: very different gravity parameters produce nearly the same growth and lensing. Detecting a departure from μ=Σ=1 is easier than naming the theory responsible.
Lab tasks
Choose Same expansion, stronger pull and drag the probe shell from z=0.2 to z=1.5. Note where the amber model growth curve sits furthest above the teal Einstein-gravity curve, and connect it to when dark energy matters.
Choose Faster growth, weaker lensing. The growth ratio rises above one while EG falls below the Einstein value. Read μ and Σ in the response chart and check which one sits below one.
Choose Changing dark energy, Einstein gravity. Growth differs from the cosmological-constant model, yet the amber and teal curves coincide. Explain why this is not evidence for modified gravity.
Exercises
In a matter-only universe with constant μ=0.9, find the growth exponent.
Why do surveys report fσ8 rather than f alone?
A theory has no gravitational slip, so Σ=μ, with both equal to 0.95 at z=0.5. Without solving the growth equation, say whether EG must fall below its Einstein value.
A survey finds fσ8 5% below the cosmological-constant prediction. Name two explanations that do not involve modified gravity.
AnswersShow the answer
For the first exercise, p=(−1/2+1/4+5.4)/2=(−0.5+2.377)/2=0.938. A pull 10% weaker slows the growth exponent by about 6%.
For the second, redshift-space distortions measure the velocity field, which is f times the density ripple. The ripple amplitude and the growth rate enter as a product, so the data constrain fσ8 directly. Lensing or the CMB can then supply the amplitude separately.
For the third, probably yes, but by less than 5%. EG is proportional to Σ/f. The weaker pull lowers Σ by 5% and also lowers f. The matter-only example suggests f moves by a little over half the fractional change in μ, so EG falls by roughly 2%. The growth rate depends on the whole history of μ, so a real answer needs the integration.
For the fourth, an expansion history different from the assumed one, such as evolving dark energy, changes both the drag and Ωm(a). A smaller early amplitude than assumed lowers σ8 at every redshift. Survey systematics, such as errors in modelling small-scale velocities, are a third possibility. Each must be ruled out before μ is blamed.