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Astrophysics · arXiv:0801.2692 v3 · submitted 17 Jan 2008 · 176 references

Evaluating backreaction with the peak model of structure formation

Syksy Rasanen

The paper says

“We evaluate the average expansion rate of a universe which contains a realistic evolving ensemble of non-linear structures.”

more of the abstract

We use the peak model of structure formation to obtain the number density of structures, and take the individual structures to be spherical. The expansion rate increases relative to the FRW value on a timescale of 10-100 billion years, because the universe becomes dominated by fast-expanding voids. However, the increase is not rapid enough to correspond to acceleration. We discuss how to improve our treatment. We also consider various qualitative issues related to backreaction.

from the abstract

Pith says

Machine review · deepseek-v4.1-flash · 13 Nov 2026 · what was read was not recorded · not checked by a person

Reviewed in 2026 with later literature in view.

It can be wrong. Challenge this review or reply to it.

Holds up, with conditions. A careful, honest negative result: realistic peak-model structure formation makes the average expansion rate rise at roughly the right time but not fast enough to accelerate, and the author says so plainly. This line is wrong

2 major objections · 8 minor

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The paper says, at §4.1 Eq. (29); §4.3; §4.4; §5.3

The review did not quote this passage.

Pith says: Objection 1 of 2 · major

The symmetric mass assignment between peaks and troughs is load-bearing for the negative conclusion, and the reported sensitivity checks do not test it. The paper's own explanation for why Ht rises but does not accelerate is that overdense regions occupy too little volume to damp the expansion before voids take over (§4.3, §4.4, §5.3).

more of objection 1

That volume fraction follows directly from the Gaussian symmetry f(δ) = f(−δ) with equal mass per peak and trough, fixed by the normalisation N ≈ 1.97 in Eq. (29). The author acknowledges in §4.4 that trough-in-a-peak extinction should transfer mass from voids to overdense regions, and states in §5.3 that 'taking into account mass flow to the overdense regions would increase their impact', but does not quantify the effect. The sensitivity checks that are reported — σ0(t,R) = 0.5 and 2, the improved collapse model of [131], and BBKS versus BD — all preserve the symmetric assignment, so none of them probes the one knob that drives the negative result. I would ask for one of two things: either a quantified estimate, for example reweighting peaks and troughs by a simple mass function or introducing a parameter that transfers a fraction of trough mass to peaks and showing that q stays positive across a plausible range, or an explicit conditional framing in the abstract and conclusion stating that the no-acceleration result holds for the symmetric assignment and may not survive a realistic one.

The paper says, at §4.3 and §4.4

The review did not quote this passage.

Pith says: Objection 2 of 2 · major

The 'no free parameters' framing in §4.3 is in tension with the sensitivity reported in §4.4. Section 4.3 states that the expansion rate is 'completely determined, there are no free parameters to adjust (unless one counts the baryon fraction in the BBKS transfer function)', but §4.4 then reports that the smoothing threshold σ0(t,R) = 1 is a choice, that σ0 …

more of objection 2

… = 2 raises Ht by less than 10%, and that q changes by 'tens of percent' when σ0 is set to 2 or 0.5. Since q in the model sits at about 0.2-0.5, a tens-of-percent change is a substantial fraction of the margin to zero, and it deserves to be shown rather than described. I would ask that the σ0 sensitivity be tabulated (Ht and q at σ0 = 0.5, 1, 2 at a few epochs, or overlaid as curves in Figs. 4 and 5), and that the parameter-free language in §4.3 be qualified to acknowledge the smoothing threshold and the mass-assignment convention as modelling choices.

8 minor objections

The paper says, at §4.1

Pith says: minor objection 1 of 8

The treatment of collapsed regions is asserted to be innocuous but is not demonstrated. Regions with δ > 1.7 are assigned zero volume and zero expansion rate, and the author argues this makes little difference because each region is weighted by its relative volume.

more of objection 1

That argument concerns the numerator; if a collapsed region instead retained finite volume with θ = 0, it would contribute to the denominator but not the numerator and would pull Ht down, which is precisely the damping the author says is needed for acceleration. A short statement of the volume fraction in collapsed regions at the epochs plotted would justify the claim.

The paper says, at §4.1

Pith says: minor objection 2 of 8

The fraction of volume not in peaks or troughs is assumed to expand like Einstein-de Sitter. This is a modelling choice that enters the average directly through Eq. (32), and a sensitivity check (for example, assigning that fraction the mean expansion rate of the ensemble, or a range of EdS-like behaviours) would strengthen confidence in the result.

show 6 more

The paper says, at §4.4

Pith says: minor objection 3 of 8

The statement that redoing the calculation with the improved collapse model of [131] 'makes practically no difference' should be quantified, at least as a number for Ht and q at one or two epochs, so the reader can judge how secondary the collapse-model refinements really are.

The paper says, at §4.2 and Fig. 2

Pith says: minor objection 4 of 8

The saturation time differs by roughly an order of magnitude between the BBKS and BD transfer functions (tens of billions of years versus a few billion years). The abstract's '10-100 billion years' should be tied explicitly to the transfer-function choice, so that the range is not read as an intrinsic uncertainty of the model.

The paper says, at §3.3, footnote

Pith says: minor objection 5 of 8

The characterisation of the first argument in [112] as 'incorrect' is a strong statement about a published paper and is confined to a footnote. The specific reason (that the calculation assumes the background energy density equals the average energy density, which fails beyond linear order) should be stated in the main text, and the wording softened to something like 'does not apply' with the reason given.

The paper says, at §5.1

Pith says: minor objection 6 of 8

The model's Ht today is about 0.7 for BBKS and higher for BD, while the observational estimates quoted give H0t0 ≈ 0.85-0.99. The author notes the BBKS value is 'rather low', but a small table comparing the model's Ht today with the quoted H0t0 values would make the tension, and its transfer-function dependence, explicit.

The paper says, at §4.3, Eq. (32)

Pith says: minor objection 7 of 8

The decomposition vδ = sδ f / ∫ sδ f is easy to miss on a first reading, and the denominator's role in normalising the volume fractions should be stated once in words next to the equation.

The paper says, at §4.4 and §5.2

Pith says: minor objection 8 of 8

There are two typographical slips that should be corrected: 'lead to to accelerated expansion' in §4.4, and 'Then the the first integral' in §5.2.

What would settle it

Recompute Ht and q(t) with an asymmetric mass assignment that transfers a fraction of trough mass to peaks, following the excursion-set void extinction of Sheth & van de Weygaert [73] and [127] (both cited in the paper). Scan the transfer fraction over a plausible range and check whether q(t) remains positive for all t. If q stays positive, the negative conclusion stands; if q crosses zero, the headline weakens.

from the skeptic's reading

How the review went

4 readings by deepseek-v4.1-flash · 13 Nov 2026

  1. Reader holds up, with conditions confidence high
  2. Skeptic agrees 1 min 48 s · 43,778 tokens read, 6,241 written
  3. Editor wrote the verdict above 22 s · 44,664 tokens read, 1,212 written
  4. Referee major revision: 2 major objections, 8 minor 1 min 49 s · 44,107 tokens read, 5,996 written

Not run on this paper: the simulated authors' defence.

Pith did not check this review's objections against the paper.

The review in full

The review in brief, machine-written

This is the paper where Rasanen finally does what his earlier toy model only gestured at: replaces two regions with a realistic ensemble from the peak model, computes the volume-weighted average expansion rate explicitly (Eq. 32), and ties the timescale to the turnover in the CDM transfer function near matter-radiation equality. The headline is negative and, as far as I can tell, correctly stated: Ht climbs from 2/3 toward roughly 0.7-0.85 over tens of billions of years, driven by voids, but q stays around 0.2-0.5. No acceleration. The calculation is transparent, has no tuned parameters, and is checked against two transfer functions and a couple of smoothing thresholds. That is real work, and the negative result is worth having in the literature precisely because the backreaction literature is short on honest null results. The qualitative sections on light propagation and on why Newtonian intuition fails for Q are also useful, if long-winded; a good chunk of the paper reads like a review, which is fine but worth knowing before you assign it to a student. The soft spot is the one the stress-test flags, and it is real: the Gaussian symmetry gives equal mass to peaks and troughs (Eq. 29, N ~ 1.97), and the paper's own explanation for the missing acceleration is that overdense volume is too small to damp Ht first. Trough-in-a-peak extinction should move mass the other way, and the author says so in section 4.4 and again in 5.3. But none of the reported sensitivity checks break that symmetry, so the one knob that drives the conclusion is untested quantitatively. To be fair, the paper does not overclaim: it says 'it is likely' that overdense regions must first slow the expansion, and lists the fix as future work. The other thing I would want a referee to press on is the low Ht today for BBKS (0.68-0.76), which the author himself calls 'rather low' against H0t0 ~ 0.85-0.99. That is a tension, not a refutation, but it deserves a number rather than an aside. Overall: a solid, self-aware paper with a load-bearing but acknowledged modelling choice. Worth a serious referee, and worth citing if you work on averaging or backreaction.

The strongest objection

The paper's explanation for why Ht rises but does not accelerate is that overdense regions occupy too little volume to first damp the expansion before voids take over (§4.3, §4.4, §5.3). That volume fraction is a direct consequence of the Gaussian symmetry f(δ) = f(−δ) with equal mass per peak and trough (Eq. 29, N ≈ 1.97). The author acknowledges that trough-in-a-peak extinction should transfer mass from voids to overdense regions (§4.4) and states in §5.3 that 'taking into account mass flow to the overdense regions would increase their impact,' but does not quantify it. The sensitivity checks actually reported — σ0(t,R) = 0.5 and 2, the improved collapse model of [131], and the BBKS vs BD transfer functions — all preserve the symmetric assignment, so none of them tests the one knob that drives the negative conclusion. A technical sharpening: because the volume weight s_δ+ → 0 for collapsing regions, the concern is not that overdense regions dominate at late times, but that a realistic mass flow gives them enough volume at the intermediate epoch to damp Ht before voids dominate. If so, the subsequent rise could steepen into acceleration, reversing the headline. The author's qualitative acknowledgment is honest but does not establish that the negative result survives a realistic mass assignment.

The paper is careful, self-contained, and honest about its limitations. The positive result (Ht rises from 2/3 toward ~0.7–0.85 on a 10–100 Gyr timescale) is robust across the checks performed: both transfer functions, σ0 = 0.5 and 2, and the improved collapse model of [131]. The negative result (q stays positive, no acceleration) is presented as provisional, and the author says so explicitly in §4.4 and §5.3. The reader correctly identified the equal-mass peak/trough assignment as the load-bearing assumption for the negative conclusion. I would only sharpen the mechanism: because the volume weight s_δ+ → 0 for collapsing regions, the concern is specifically about the intermediate epoch, where overdense regions must have enough volume to damp Ht before voids dominate. The author's own sensitivity checks do not cover this knob. No circularity or data-selection problems were found. The Newtonian/GR tension in §5.2 is acknowledged and, for the Ht number itself, not load-bearing, because Ht is computed directly from volume-weighted regional expansion rates rather than from Q. CONDITIONAL is the right verdict; my read does not change it.

The referee's report

This is a genuine advance over the two-region toy models that previously motivated backreaction as an alternative to dark energy. Replacing the toy model with a realistic ensemble, and tying the timing of the change in the expansion rate to a physical scale in the transfer function, is exactly the step the field needed. The negative result is itself informative: it constrains how much of the observed acceleration can plausibly come from structure formation within a dust model, and it does so with a calculation that is transparent and reproducible from standard ingredients. The paper is also candid about its limitations, listing in §4.4 and §5.3 the improvements that would be needed before the negative conclusion could be considered firm. The main reservation is that the headline claim is conditional on a modelling choice the author himself identifies as the most important one to relax, and that conditionality is not carried into the abstract.

Pith's reading of the paper (a machine's summary, not the authors')

The paper asks whether the growth of non-linear structure can, by itself, change the average expansion rate of the universe enough to explain why distant supernovae look dimmer than a plain matter-filled cosmos would predict. The author builds a model universe that is statistically smooth on large scales but filled with an evolving population of spherical lumps and holes, whose numbers come from the peak model of structure formation and whose individual histories come from spherical collapse and its underdense counterpart. Averaging over this population, the expansion rate rises above the smooth matter-only value on a timescale of 10–100 billion years, matching the rough era when cosmic acceleration is observed, and the rise traces back to a bend in the spectrum of cold dark matter near the scale that entered the horizon at matter–radiation equality. But the rise is gradual: the deceleration parameter stays positive, so the model does not produce acceleration. The interest of the result is that the timing comes out right without tuning, which is the coincidence the standard cosmological-constant picture leaves unexplained.

What carries the argument. Two ingredients carry the argument. The first is the Buchert averaging scheme, which replaces the Friedmann equations with volume-averaged equations in which a backreaction term $Q = tfrac{2}{3}(langle theta^2 rangle - langle theta rangle^2) - 2 langle sigma^2 rangle$ appears; $Q$ measures the variance of the local expansion rate minus the shear, and it is the only place where the spread of local expansion rates can raise the average. The second is the peak model of structure formation: structures are identified with peaks (and troughs) of a Gaussian linear density field smoothed on a scale $R$, giving a number density $n(nu, R)$ with $nu = delta/sigma_0$, which is converted into the fraction of mass, and hence of initial volume, ending up in regions of a given linear density contrast. Each region then evolves by the spherical collapse (or expansion) model, so its expansion rate is fixed by its linear density contrast. The smoothing scale is pinned by requiring $sigma_0(t,R) = 1$ at all times, which makes $R(t)$ grow and encodes the hierarchical merging of structure statistically. The average expansion rate is then the volume-weighted mean over the ensemble, and the model has no adjustable parameters beyond those of a flat matter-dominated universe.

Core claim. The paper computes the volume-averaged expansion rate $H$ of a spatially flat, statistically homogeneous and isotropic dust universe containing a realistic ensemble of non-linear structures, and finds that $Ht$ climbs from the Einstein–de Sitter value $2/3$ toward roughly $0.7$–$0.85$ over tens of billions of years. The mechanism is volume weighting: as structure formation proceeds, the fraction of space occupied by fast-expanding underdense regions grows, so the average expansion rate rises even though every individual region decelerates. The characteristic time is set by the turnover of the cold dark matter transfer function near $k_mathrm{eq}$, the wavenumber that entered the horizon at matter–radiation equality; the size of typical structures relative to the Hubble radius saturates at that era, and the expansion rate responds at the same time. The author is explicit that the effect is not acceleration: the deceleration parameter $q$ remains between about $0.2$ and $0.5$ in the models plotted, and the backreaction density parameter $|Omega_Q|$ stays below $0.04$, whereas roughly $0.2$ would be needed to match the observed acceleration. The stated reason is that the volume in slow-expanding overdense regions is too small to damp the expansion first, so there is nothing for the later void dominance to rebound from.

The premise it rests on. The model gives equal amounts of mass to overdense peaks and underdense troughs, so the volume of slow-expanding dense regions stays small; the author states that letting mass drain from voids into collapsing structures would raise that volume and is the most likely route to acceleration.

If the paper is right (Pith's inferences, not the authors')

The coincidence problem has a candidate explanation: the era when the average expansion rate changes is fixed by the matter–radiation equality scale and the amplitude of primordial perturbations, not by a tuned vacuum energy.

Backreaction in a dust universe is bounded: since $Ht leq 1$ for dust with negligible vorticity, a firm measurement of $H_0 t_0 > 1$ would establish that exotic matter or modified gravity is required regardless of structure.

The same ensemble makes the average spatial curvature grow and turn negative at late times, so a backreaction explanation of the supernovae would predict large average curvature, which must then be checked against the cosmic microwave background peak positions rather than assumed small.

Improving the mass assignment so that voids are extinguished by surrounding overdense regions would raise the volume fraction of slow-expanding matter, which is the specific change the author identifies as most likely to convert the rise in $H$ into genuine acceleration.

Because the effect is generic to any statistically homogeneous ensemble with a transfer-function turnover, a future measurement of the expansion history at $z lesssim 1$ that shows a gradual rise without a change of sign in $q$ would be consistent with this picture.

The negative conclusion is tied to a symmetry the author himself flags as unrealistic: the Gaussian field gives equal mass to peaks and troughs, whereas in reality mass drains from voids into collapsing structures. A version of this calculation with a realistic, asymmetric mass function is the single most informative follow-up.

Newtonian simulations already show a large variance in the local expansion rate, which would suffice for acceleration were it not cancelled by shear; the relativistic case has no such cancellation, so the gap between the Newtonian and relativistic answers is where the decisive number lives.

If the effect is real, the natural observational signature is not a change in the sign of the deceleration parameter but a slow drift in the inferred dark-energy equation of state with redshift, since a gradual rise in $H$ mimics a smoothly varying component.

The paper's own remark that simulations reproduce a much smaller homogeneity scale than observations suggests a place to look for the non-Newtonian spatial curvature the argument requires, though that discrepancy may equally well have a mundane resolution.

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The paper

Abstract

We evaluate the average expansion rate of a universe which contains a realistic evolving ensemble of non-linear structures. We use the peak model of structure formation to obtain the number density of structures, and take the individual structures to be spherical. The expansion rate increases relative to the FRW value on a timescale of 10-100 billion years, because the universe becomes dominated by fast-expanding voids. However, the increase is not rapid enough to correspond to acceleration. We discuss how to improve our treatment. We also consider various qualitative issues related to backreaction.

The paper's own sentences, arranged, kept beside the review and separate from it. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. No sentence in this record was written by a model.

abstract compiled · 2026-09-23

The authors' main claim, as the classifier picked it out 0.98

“However, the increase is not rapid enough to correspond to acceleration.”

How the main claim is stated: asserted 1.00

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.94 · human participants 0.01 · controlled comparison 0.50 · randomized assignment 0.01 · states quantitative result 0.72 · compares with prior results 0.66 · mentions code or data availability 0.02

The abstract, sentence by sentence

This table labels the abstract only (arXiv listing abstract v3). The number is the probability the classifier gave the label.

SentenceRoleThe authors' own workStates the main conclusionStrength
We evaluate the average expansion rate of a universe which contains a realistic evolving ensemble of non-linear structures. contribution 1.00 0.92 0.05 asserted 0.70
We use the peak model of structure formation to obtain the number density of structures, and take the individual structures to be spherical. method 1.00 0.88 0.02 asserted 0.97
The expansion rate increases relative to the FRW value on a timescale of 10-100 billion years, because the universe becomes dominated by fast-expanding voids. result 0.99 0.89 0.42 asserted 1.00
However, the increase is not rapid enough to correspond to acceleration. result 0.64 0.87 0.55 asserted 1.00
We discuss how to improve our treatment. future work 0.94 0.27 0.02 unclear 0.87
We also consider various qualitative issues related to backreaction. contribution 0.71 0.59 0.02 unclear 0.89

What kind of paper the classifier reports this is: theoretical result 0.95 · evidence from proof or derivation 0.63

What was examined, and what was not

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  • references and citing sentences
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Levels run

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,727 input tokens, $0.0002 reported.

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Figures (6)
Figure 1 of the paper
Figure 1. The BBKS (blue, solid) and BD (red, dashed) transfer functions as a function of k/keq. for the merger of structures, both overdense and underdense, into larger entities. In the present setting, this is part of our assumption of replacing continuous evolving structures by disjoint spherical regions. In a full description of structures, there would be a well￾defined density contrast and expansion rate at each point. When we model the universe with regions which are each associated with a regional average density contrast and expansion rate, smoothing is introduced. The transfer…
Figure 2 of the paper
Figure 2. The size of structures R/(aH) −1 relative to the asymptotic size as a function of time, in billions of years, for (a) the BBKS transfer function and (b) the BD transfer function. At early times, the k −2 damping due to radiation domination cancels the k 2 enhancement of the density perturbations relative to the scale-invariant metric perturbations. Therefore the spectrum of density perturbations depends only weakly on the scale, so structures on different scales collapse nearly at the same time. The initial structures are small and grow rapidly. Beyond keq, the amplitude is not su
Figure 3 of the paper
Figure 3. The expansion rate Ht as a function of r = keqR for (a) the BBKS transfer function and (b) the BD transfer function. somewhat arbitrary what one calls the preferred time. Around 10–100 billion years the relative size of structures changes from growing rapidly to being almost constant, but one cannot be more precise than that. We will now get back to our model with the peak statistics, where the expansion rate is determined as a function of time without ambiguity, and see how it indeed changes around the saturation era. 4.3. The expansion rate Increasing Ht. The expansion rate is give
Figure 4 of the paper
Figure 4. The expansion rate Ht as a function of time for (a) the BBKS transfer function and (b) the BD transfer function. 2/3, slightly higher because there are structures present. With the onset of saturation (i.e. the turnover in the transfer function), Ht rises to a value somewhat less than unity. The physical reason for this evolution is that at early times the volume occupied by the structures is small, so their impact is small. As the volume occupied by structures grows (along with the density contrast of typical structures), the expansion rate becomes dominated by voids, since their…
Figure 5 of the paper
Figure 5. The deceleration parameter q as a function of time for (a) the BBKS transfer function and (b) the BD transfer function. 10 20 30 40 50 60 tGyr -0.2 0.2 0.4 0.6 0.8 1.0 (a) 10 20 30 40 50 60 tGyr -0.2 0.2 0.4 0.6 0.8 1.0 (b)
Figure 6 of the paper
Figure 6. The density parameters Ωm (red, solid), ΩR (blue, dotted) and ΩQ (green, dashed) as a function of time for (a) the BBKS transfer function and (b) the BD transfer function. there is a clear qualitative difference between acceleration and deceleration, related to the dominant energy condition. Here the situation is different: acceleration is just a quantitative question of the steepness of the Ht curve and the size of the density parameter ΩQ, and there is no principle involved. In figure 6 we plot the density parameters Ωm, ΩR and ΩQ defined in (12). For both transfer functions, the…

Figures are the authors', reproduced from the paper.

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Topics: Dark Matter, Dark Energy, Dark Matter

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  • We calculate the average expansion rate as follows, generalising the spherical expression in [ref] to include ellipticity and prolateness: H(t) = ∫ep v(,̣e,p,t) H(,̣e,p,t) = ∫ep f(,̣e,p,t) s(,̣e,p,t) H(,̣e,p,t) / ∫ep f(,̣e,p,t) s(,̣e,p,t) ,

    Evaluating backreaction with the ellipsoidal collapse model · The average expansion rate · 0.98

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  • The time when modes with wavenumber $$ form structures is related to the matter-radiation equality time $=5×10^4$ yr roughly as $t∼A^-3/2∼10^2$ Gyr, where $A=5×10^-5$ [ref] is the primordial amplitude of perturbations [ref] .

    Evaluating backreaction with the ellipsoidal collapse model · Discussion · 0.93

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