Recognition: 2 theorem links
· Lean TheoremJoint Curvature and Growth Rate measurements with Supernova Peculiar Velocities and the CMB
Pith reviewed 2026-05-10 18:03 UTC · model grok-4.3
The pith
Supernova peculiar velocities combined with CMB data indicate a mildly curved universe and growth consistent with general relativity.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Type Ia supernova magnitudes exhibit correlations from their peculiar velocities sourced by large-scale structure. These can be combined with CMB data to constrain σ8 in flat ΛCDM, and when allowing free γ and Ωk, yield Ωk = -0.011 ± 0.006 for Pantheon+ and -0.014 ± 0.005 for DES-Y5, excluding flatness at 2.2σ and 3.0σ respectively. The growth index γ is found to be 0.519+0.061−0.099 and 0.461+0.085−0.069, consistent with general relativity, and fσ8 values at low redshift are reported.
What carries the argument
The correlation in supernova magnitudes induced by linear peculiar velocities, which traces the matter density perturbations and growth function, used jointly with CMB power spectra and lensing to break degeneracies in curvature and growth parameters.
If this is right
- SN data alone can constrain σ8 to about 30% precision in flat ΛCDM.
- The hints of curvature persist even when allowing for modified CMB lensing amplitude AL.
- Growth rate fσ8 at z~0.03 is measured to be around 0.46-0.50.
- Including local H0 measurements recasts the Hubble tension as negative curvature and suppressed growth.
Where Pith is reading between the lines
- If the curvature signal is confirmed, it may help alleviate the Hubble tension by allowing non-flat models.
- This method could be extended to future SN surveys for tighter constraints on modified gravity.
- Independent probes like galaxy clustering should be cross-checked for consistency with the inferred growth rate.
Load-bearing premise
The observed correlations in supernova magnitudes are assumed to arise only from linear peculiar velocities driven by matter density perturbations, without substantial contributions from unmodeled systematics or nonlinear effects.
What would settle it
Detection of no significant correlation between supernova magnitude residuals and the reconstructed velocity field from large-scale structure surveys at the amplitude predicted by the model would falsify the peculiar velocity interpretation used here.
Figures
read the original abstract
Type Ia supernova (SN) magnitudes present correlations due to the fact that their peculiar velocities are sourced by the large-scale structure of the Universe. This effect can be used to constrain properties related to the distribution and growth of matter perturbations. We analyze both Pantheon+ and Dark Energy Survey (DES-Y5) SN catalogues in combination with CMB data from Planck PR4 to constrain $\sigma_8$ in $\Lambda$CDM, optionally including both curvature and a modified growth index $\gamma$. We show that SN and CMB datasets are highly complementary and capable of measuring $\sigma_8$, $\gamma$ and $\Omega_k$ simultaneously. Using only SN, we find $\sigma_8 = 0.73 \pm 0.22$ ($0.87 \pm 0.31$) for Pantheon+ (DES-Y5) in the base flat $\Lambda$CDM model. Interestingly, allowing for free $\gamma$ and $\Omega_k$, we find hints of positive curvature: $\Omega_k = -0.011 \pm 0.006$ $(-0.014 \pm 0.005)$, which exclude flatness at 2.2$\sigma$ (3.0$\sigma$), for the combination of CMB with Pantheon+ (DES-Y5). Such hints do not degrade if we also include a modified amplitude of CMB lensing, parametrized by $A_L$. We find that $\gamma = 0.519^{+0.061}_{-0.099}$ ($0.461^{+0.085}_{-0.069}$), which are consistent with the predictions of General Relativity. In terms of $f\sigma_8(z)$, we find $f\sigma_8(0.024)=0.461^{+0.066}_{-0.035}$ ($f\sigma_8(0.038) = 0.498^{+0.045}_{-0.050}$) for CMB + Pantheon+ (DES-Y5). Finally, the strong degeneracy between all three $\Omega_k$, $\gamma$ and $H_0$ results in a broader CMB $H_0$ posterior. However, if we include SH0ES $H_0$ data, which is in known strong tension with the CMB in flat $\Lambda$CDM, we find that the $H_0$ tension is recast in terms of a significantly negative curvature and suppressed growth of structures.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper analyzes Type Ia supernova catalogs (Pantheon+ and DES-Y5) combined with Planck PR4 CMB data to constrain σ8, the growth index γ, and curvature Ωk via supernova peculiar velocity correlations. Using SN data alone in flat ΛCDM it reports σ8 = 0.73 ± 0.22 (Pantheon+) and 0.87 ± 0.31 (DES-Y5). Jointly freeing γ and Ωk yields Ωk = −0.011 ± 0.006 (−0.014 ± 0.005) for CMB + Pantheon+ (DES-Y5), excluding flatness at 2.2σ (3.0σ); γ values are consistent with GR; fσ8 is measured at low redshift; and inclusion of SH0ES H0 data recasts the Hubble tension as negative curvature plus suppressed growth.
Significance. If the modeling assumptions hold, the work demonstrates a useful complementarity between SN peculiar-velocity correlations and CMB data for simultaneously constraining growth and curvature parameters. The reported low-redshift fσ8 measurements and the recasting of the H0 tension provide concrete, falsifiable outputs that could be tested with future SN samples. The use of independent observational datasets (rather than algebraic reduction of prior fits) is a methodological strength.
major comments (3)
- [Methods / likelihood section] The central Ωk preference (abstract and results) is carried by the modeled covariance of SN magnitudes induced by linear peculiar velocities δv ∝ fσ8. The manuscript must supply the explicit likelihood construction, the form of this covariance matrix, and the range of scales/redshifts over which linear theory is assumed to hold without higher-order or nonlinear corrections.
- [Results and discussion] No systematic checks are described for residual contributions to SN magnitude correlations from calibration, host-galaxy corrections, selection biases, or unaccounted CMB lensing that could mimic or dilute the velocity signal. Given the reported degeneracies among Ωk, γ, and H0, even percent-level residuals in the covariance can shift the Ωk posterior enough to remove the 2–3σ tension with flatness.
- [Results] The abstract states that the curvature hint persists when AL is freed, but the joint posterior contours and the quantitative impact of AL on the Ωk–γ degeneracy are not shown; this information is required to assess robustness.
minor comments (2)
- [Introduction] Notation for the growth index γ and the precise definition of fσ8(z) should be stated explicitly in the text rather than assumed from standard usage.
- [Figures] Figure captions should specify the exact data combination and parameter marginalization used for each contour plot.
Simulated Author's Rebuttal
We thank the referee for their careful reading and constructive comments on our manuscript. We have revised the paper to address each major point by expanding the methods description, adding systematic robustness tests, and including new figures and quantitative results. Our responses are provided point by point below.
read point-by-point responses
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Referee: [Methods / likelihood section] The central Ωk preference (abstract and results) is carried by the modeled covariance of SN magnitudes induced by linear peculiar velocities δv ∝ fσ8. The manuscript must supply the explicit likelihood construction, the form of this covariance matrix, and the range of scales/redshifts over which linear theory is assumed to hold without higher-order or nonlinear corrections.
Authors: We agree that the likelihood and covariance details should be presented more explicitly for reproducibility. In the revised manuscript we have added a dedicated subsection (now Section 2.3) that gives the full likelihood as a multivariate Gaussian, log L = −½ (Δm)^T C^{-1} (Δm), where the total covariance C = C_stat + C_vel + C_other. The velocity-induced term is C_vel,ij = [5 log10(e)/(c z_i)]^2 ⟨δv_i δv_j⟩, with the velocity correlation computed from the linear matter power spectrum P(k) via the standard integral involving the growth rate f and σ8 (explicit formula now provided). Linear theory is applied for the SN redshifts z ≲ 0.1 that dominate the sample; we state that this corresponds to wavenumbers k ≲ 0.1 h Mpc^{-1} and note that higher-order corrections are estimated to be sub-percent on these scales from N-body tests. The revised text also references the public code used to generate C_vel. revision: yes
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Referee: [Results and discussion] No systematic checks are described for residual contributions to SN magnitude correlations from calibration, host-galaxy corrections, selection biases, or unaccounted CMB lensing that could mimic or dilute the velocity signal. Given the reported degeneracies among Ωk, γ, and H0, even percent-level residuals in the covariance can shift the Ωk posterior enough to remove the 2–3σ tension with flatness.
Authors: We acknowledge the sensitivity of the Ωk result to the covariance and the need for explicit checks. The input Pantheon+ and DES-Y5 catalogs already incorporate the standard calibration, host-galaxy, and selection corrections described in their release papers; our analysis uses the published magnitude uncertainties and weights. To quantify residual effects we have added new tests in the revised manuscript: (i) we shift the photometric zero-point by ±0.01 mag (the typical calibration uncertainty) and re-run the chains, finding that the Ωk mean shifts by ≲ 0.002 and the tension with flatness remains >2σ; (ii) we introduce a free nuisance amplitude for an additional diagonal residual covariance and marginalize over it, again preserving the curvature preference; (iii) because AL is varied in the joint runs, unaccounted lensing is partially absorbed. These checks and the resulting posteriors are now shown in a new appendix and discussed in Section 4. revision: yes
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Referee: [Results] The abstract states that the curvature hint persists when AL is freed, but the joint posterior contours and the quantitative impact of AL on the Ωk–γ degeneracy are not shown; this information is required to assess robustness.
Authors: We thank the referee for highlighting this omission. Although the abstract statement is based on our internal runs, the joint contours were not displayed. In the revised manuscript we have added Figure 5, which shows the 68 % and 95 % joint contours in the Ωk–γ plane for both AL = 1 and AL free. The figure demonstrates that freeing AL shifts the Ωk posterior mean by only ∼0.001 and does not materially alter the degeneracy direction or the tension with flatness. The quantitative impact is now stated in the text of Section 3.2. revision: yes
Circularity Check
No significant circularity; joint constraints from independent SN and CMB datasets
full rationale
The paper derives constraints on Ω_k, γ and σ_8 by performing a standard joint likelihood fit of Pantheon+ or DES-Y5 supernova magnitude correlations (modeled via linear peculiar velocities) with Planck PR4 CMB spectra. No step reduces the reported posteriors to the inputs by algebraic construction, self-definition, or renaming of fitted quantities. The curvature preference emerges from the data covariance under the assumed linear growth model rather than from any internal redefinition or self-citation chain. The analysis remains self-contained against external benchmarks.
Axiom & Free-Parameter Ledger
free parameters (3)
- σ8 =
0.73 ± 0.22 (Pantheon+); 0.87 ± 0.31 (DES-Y5)
- γ =
0.519^{+0.061}_{-0.099} (Pantheon+); 0.461^{+0.085}_{-0.069} (DES-Y5)
- Ωk =
-0.011 ± 0.006 (Pantheon+); -0.014 ± 0.005 (DES-Y5)
axioms (2)
- domain assumption Peculiar velocities of supernovae are sourced by large-scale matter perturbations in the standard linear regime
- domain assumption Growth rate of structure can be parametrized by a single constant index γ
Lean theorems connected to this paper
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IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
The velocity–velocity correlation function ... ξvel_ij ≡ ⟨(vi·x̂i)(vj·x̂j)⟩ = ∫ d³k/(2π)³ (k·xi)(k·xj)/k⁴ D′i D′j P(k) e^{-ik(xi-xj)}
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IndisputableMonolith/Foundation/ArithmeticFromLogic.leanreality_from_one_distinction unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
allowing for free γ and Ω_k, we find hints of positive curvature: Ω_k = -0.011 ± 0.006
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
-
[1]
D. M. Scolnic, et al., The Complete Light- curve Sample of Spectroscopically Confirmed SNe Ia from Pan-STARRS1 and Cosmological Constraints from the Combined Pantheon Sam- ple, Astrophys. J. 859 (2) (2018) 101.arXiv: 1710.00845,doi:10.3847/1538-4357/aab9bb
-
[2]
D. Brout, et al., The Pantheon+ Analy- sis: SuperCal-fragilistic Cross Calibration, Re- trained SALT2 Light-curve Model, and Cali- bration Systematic Uncertainty, Astrophys. J. 938 (2) (2022) 111.arXiv:2112.03864,doi: 10.3847/1538-4357/ac8bcc
-
[3]
2022, ApJ, 938, 113, doi: 10.3847/1538-4357/ac8b7a
D. Scolnic, et al., The Pantheon+ Analysis: The Full Data Set and Light-curve Release, Astro- phys. J. 938 (2) (2022) 113.arXiv:2112.03863, doi:10.3847/1538-4357/ac8b7a
-
[5]
T. J. Hoyt, D. Rubin, G. Aldering, S. Perl- mutter, A. Cuceu, R. Gupta, Union3.1: Self- consistent Measurements of Host Galaxy Prop- erties for 2000 Type Ia SupernovaearXiv:2601. 19424
2000
-
[6]
B. Popovic, et al., The Dark Energy Survey Su- pernova Program: A Reanalysis Of Cosmology ResultsAndEvidenceForEvolvingDarkEnergy With An Updated Type Ia Supernova Calibra- tionarXiv:2511.07517
work page internal anchor Pith review Pith/arXiv arXiv
-
[7]
T. M. C. Abbott, et al., The Dark Energy Sur- vey: Cosmology Results with∼1500 New High- redshift Type Ia Supernovae Using the Full 5 yr Data Set, Astrophys. J. Lett. 973 (1) (2024) L14. arXiv:2401.02929,doi:10.3847/2041-8213/ ad6f9f
-
[8]
Planck 2018 results. VI. Cosmological parameters
N. Aghanim, et al., Planck 2018 results. VI. Cos- mological parameters, Astron. Astrophys. 641 (2020) A6, [Erratum: Astron.Astrophys. 652, C4 (2021)].arXiv:1807.06209,doi:10.1051/ 0004-6361/201833910. 10 Parameter P+ DES-Y5 P+ DES-Y5 AL = 1FreeA L AL = 1FreeA L (SH0ES&A L = 1) Ωk -0.011±0.006 -0.014±0.005 -0.014±0.006 0.009±0.002 0.007±0.002 Ωm 0.35±0.02 ...
work page internal anchor Pith review Pith/arXiv arXiv 2018
-
[9]
M. Tristram, et al., Cosmological parameters derived from the final Planck data release (PR4), Astron. Astrophys. 682 (2024) A37. arXiv:2309.10034,doi:10.1051/0004-6361/ 202348015
-
[11]
E. Camphuis, et al., SPT-3G D1: CMB temper- ature and polarization power spectra and cos- mology from 2019 and 2020 observations of the SPT-3G Main fieldarXiv:2506.20707
work page internal anchor Pith review arXiv 2019
- [12]
-
[13]
ArXiv e-prints(2026) 2601.14864
J. Mena-Fernández, et al., Dark Energy Sur- vey: DESI-Independent Angular BAO Measure- mentarXiv:2601.14864
-
[14]
M. Abdul Karim, et al., DESI DR2 results. II. Measurements of baryon acoustic oscilla- tions and cosmological constraints, Phys. Rev. D 112 (8) (2025) 083515.arXiv:2503.14738, doi:10.1103/tr6y-kpc6
-
[15]
P. A. R. Ade, et al., Planck 2015 results. XIV. Dark energy and modified gravity, Astron. As- trophys. 594 (2016) A14.arXiv:1502.01590, doi:10.1051/0004-6361/201525814
-
[16]
Lodhaet al.[DESI], Extended dark energy analysis using DESI DR2 BAO measure- ments, Phys
K. Lodha, et al., Extended dark energy analy- sis using DESI DR2 BAO measurements, Phys. Rev. D 112 (8) (2025) 083511.arXiv:2503. 14743,doi:10.1103/w4c6-1r5j
- [17]
-
[18]
A. G. Kim, E. V. Linder, Complementarity of Peculiar Velocity Surveys and Redshift Space Distortions for Testing Gravity, Phys. Rev. D 101 (2) (2020) 023516.arXiv:1911.09121,doi: 10.1103/PhysRevD.101.023516
-
[19]
L. Amendola, C. Quercellini, Skewness as a test of the equivalence principle, Phys. Rev. Lett. 92 (2004) 181102.arXiv:astro-ph/0403019,doi: 10.1103/PhysRevLett.92.181102
- [20]
- [21]
-
[22]
Y.-S. Song, W. J. Percival, Reconstructing the history of structure formation using Redshift Distortions, JCAP 10 (2009) 004.arXiv:0807. 0810,doi:10.1088/1475-7516/2009/10/004
- [23]
- [24]
-
[25]
E. Macaulay, T. M. Davis, D. Scovacricchi, D. Bacon, T. E. Collett, R. C. Nichol, The ef- fects of velocities and lensing on moments of the Hubble diagram, Mon. Not. Roy. Astron. Soc. 467 (1) (2017) 259–272.arXiv:1607.03966, doi:10.1093/mnras/stw3339
-
[26]
D. Huterer, D. Shafer, D. Scolnic, F. Schmidt, TestingΛCDM at the lowest redshifts with SN Ia and galaxy velocities, JCAP 1705 (05) (2017) 015.arXiv:1611.09862,doi:10.1088/ 1475-7516/2017/05/015
- [27]
-
[28]
D. Rosselli, B. Carreres, C. Ravoux, J. E. Bautista, D. Fouchez, A. G. Kim, B. Racine, F. Feinstein, B. Sánchez, A. Valade, Forecast for a growth-rate measurement using peculiar velocities from LSST supernovae, Astron. As- trophys. 701 (2025) A119.arXiv:2507.00157, doi:10.1051/0004-6361/202556181
-
[29]
F. J. Masci, et al., The Zwicky Transient Fa- cility: Data Processing, Products, and Archive, Publ. Astron. Soc. Pac. 131 (995) (2018) 018003. doi:10.1088/1538-3873/aae8ac
work page internal anchor Pith review doi:10.1088/1538-3873/aae8ac 2018
-
[30]
2021, , 10.1093/mnras/stab3093
S. Dhawan, et al., The Zwicky Transient Fa- cility Type Ia supernova survey: first data re- lease and results, Mon. Not. Roy. Astron. Soc. 510 (2) (2022) 2228–2241.arXiv:2110.07256, doi:10.1093/mnras/stab3093
-
[31]
A. Do, et al., Hawai‘i Supernova Flows: a pecu- liar velocity survey using over a Thousand Su- pernovae in the near-infrared, Mon. Not. Roy. Astron. Soc. 536 (1) (2025) 624–663.arXiv: 2403.05620,doi:10.1093/mnras/stae2501
-
[32]
P. A. Abell, et al., LSST Science Book, Version 2.0arXiv:0912.0201,doi:10.2172/1156415
-
[33]
C. Howlett, A. S. G. Robotham, C. D. P. La- gos, A. G. Kim, Measuring the growth rate of structure with Type IA Supernovae from LSST, Astrophys. J. 847 (2) (2017) 128.arXiv:1708. 08236,doi:10.3847/1538-4357/aa88c8
-
[34]
Graziani, et al., Peculiar velocity cosmology with type Ia supernovae (1 2020).arXiv:2001
R. Graziani, et al., Peculiar velocity cosmology with type Ia supernovae (1 2020).arXiv:2001. 09095
2020
-
[35]
Detection of supernova magnitude fluctuations induced by large-scale structure
A. Nguyen, et al., Detection of supernova mag- nitude fluctuations induced by large-scale struc- ture (10 2025).arXiv:2510.07673,doi:10. 5281/zenodo.17111172
work page internal anchor Pith review Pith/arXiv arXiv 2025
-
[36]
K. Garcia, M. Quartin, B. B. Siffert, On the amount of peculiar velocity field information in supernovae from LSST and beyond, Phys. Dark Univ. 29 (2020) 100519.arXiv:1905.00746, doi:10.1016/j.dark.2020.100519
-
[37]
M. Quartin, L. Amendola, B. Moraes, The 6×2pt method: supernova velocities meet multiple tracers, Mon. Not. Roy. Astron. Soc. 512 (2) (2022) 2841–2853.arXiv:2111.05185, doi:10.1093/mnras/stac571
-
[38]
L.Amendola, M.Quartin, MeasuringtheHubble function with standard candle clustering, Mon. Not. Roy. Astron. Soc. 504 (3) (2021) 3884– 3889.arXiv:1912.10255,doi:10.1093/mnras/ stab887
-
[39]
B. E. Stahl, T. de Jaeger, S. S. Boruah, W. Zheng, A. V. Filippenko, M. J. Hudson, Peculiar-velocity cosmology with Types Ia and II supernovae, Mon. Not. Roy. Astron. Soc. 505 (2) (2021) 2349–2360.arXiv:2105.05185, doi:10.1093/mnras/stab1446. 12
-
[40]
E. R. Peterson, et al., The Pantheon+ Analysis: Evaluating Peculiar Velocity Corrections in Cos- mological Analyses with Nearby Type Ia Super- novae, Astrophys. J. 938 (2) (2022) 112.arXiv: 2110.03487,doi:10.3847/1538-4357/ac4698
-
[41]
A. Carr, T. M. Davis, D. Scolnic, D. Scolnic, K. Said, D. Brout, E. R. Peterson, R. Kessler, The Pantheon+ analysis: Improving the red- shifts and peculiar velocities of Type Ia super- novae used in cosmological analyses, Publ. As- tron. Soc. Austral. 39 (2022) e046.arXiv:2112. 01471,doi:10.1017/pasa.2022.41
-
[42]
Carreres, et al., ZTF SN Ia DR2: Peculiar ve- locities’ impact on the Hubble diagram, Astron
B. Carreres, et al., ZTF SN Ia DR2: Peculiar ve- locities’ impact on the Hubble diagram, Astron. Astrophys. 694 (2025) A8.arXiv:2405.20409, doi:10.1051/0004-6361/202450389
-
[43]
E. Di Valentino, et al., The CosmoVerse White Paper: Addressing observational ten- sions in cosmology with systematics and fun- damental physics, Phys. Dark Univ. 49 (2025) 101965.arXiv:2504.01669,doi:10.1016/j. dark.2025.101965
work page doi:10.1016/j 2025
-
[44]
W. Elbers, et al., Constraints on neutrino physics from DESI DR2 BAO and DR1 full shape, Phys. Rev. D 112 (8) (2025) 083513. arXiv:2503.14744,doi:10.1103/w9pk-xsk7
-
[45]
W. Giarè, O. Mena, E. Specogna, E. Di Valentino, Neutrino mass tension or suppressed growth rate of matter perturba- tions?, Phys. Rev. D 112 (10) (2025) 103520. arXiv:2507.01848,doi:10.1103/njfc-pd1w
- [46]
- [47]
-
[48]
F. Qin, C. Howlett, D. Parkinson, The Redshift- space Momentum Power Spectrum. III. Measur- ing the Growth Rate from the SDSSv Survey Us- ing the Auto- and Cross-power Spectrum of the Galaxy Density and Momentum Fields, Astro- phys. J. 978 (1) (2025) 7.arXiv:2411.09571, doi:10.3847/1538-4357/ad9391
-
[49]
Said, et al., DESI peculiar velocity survey – Fundamental Plane, Mon
K. Said, et al., DESI peculiar velocity survey – Fundamental Plane, Mon. Not. Roy. Astron. Soc. 539 (4) (2025) 3627–3644.arXiv:2408. 13842,doi:10.1093/mnras/staf700
-
[50]
F. Qin, et al., The DESI DR1 Peculiar Velocity Survey: Growth Rate Measurements from the GalaxyPowerSpectrum(122025).arXiv:2512. 03231,doi:10.5281/zenodo.17672674
- [51]
-
[52]
J. Bautista, et al., The DESI DR1 Peculiar Ve- locitySurvey: MockCatalogarXiv:2512.03228, doi:10.5281/zenodo.17349493
-
[53]
Y. Lai, et al., The DESI DR1 Peculiar Veloc- ity Survey: growth rate measurements from the maximum likelihood fields methodarXiv:2512. 03229,doi:10.5281/zenodo.17602818
-
[54]
W. D. Kenworthy, et al., SALT3: An Improved Type Ia Supernova Model for Measuring Cos- mic Distances, Astrophys. J. 923 (2) (2021) 265. arXiv:2104.07795,doi:10.3847/1538-4357/ ac30d8
-
[55]
G. Taylor, D. O. Jones, B. Popovic, M. Vin- cenzi, R. Kessler, D. Scolnic, M. Dai, W. D. Ken- worthy, J. D. R. Pierel, SALT2 versus SALT3: updated model surfaces and their impacts on type Ia supernova cosmology, Mon. Not. Roy. Astron. Soc. 520 (4) (2023) 5209–5224.arXiv: 2301.10644,doi:10.1093/mnras/stad320
-
[56]
R. Kessler, D. Scolnic, Correcting Type Ia Su- pernova Distances for Selection Biases and Con- tamination in Photometrically Identified Sam- ples, Astrophys. J. 836 (1) (2017) 56.arXiv: 1610.04677,doi:10.3847/1538-4357/836/1/ 56
-
[57]
Efficient Computation of CMB anisotropies in closed FRW models
A. Lewis, A. Challinor, A. Lasenby, Efficient computation of CMB anisotropies in closed FRW models, Astrophys. J. 538 (2000) 473– 476.arXiv:astro-ph/9911177,doi:10.1086/ 309179. 13
work page Pith review arXiv 2000
-
[58]
N.-M. Nguyen, D. Huterer, Y. Wen, Evidence for Suppression of Structure Growth in the Con- cordance Cosmological Model, Phys. Rev. Lett. 131 (11) (2023) 111001.arXiv:2302.01331, doi:10.1103/PhysRevLett.131.111001
-
[59]
J. Carron, M. Mirmelstein, A. Lewis, CMB lens- ing from Planck PR4 maps, JCAP 09 (2022) 039. arXiv:2206.07773,doi:10.1088/1475-7516/ 2022/09/039
-
[60]
E. Calabrese, A. Slosar, A. Melchiorri, G. F. Smoot, O. Zahn, Cosmic Microwave Weak lens- ing data as a test for the dark universe, Phys. Rev. D 77 (2008) 123531.arXiv:0803.2309, doi:10.1103/PhysRevD.77.123531
-
[61]
Cobaya: Code for Bayesian Analysis of hierarchical physical models
J.Torrado, A.Lewis, Cobaya: CodeforBayesian Analysis of hierarchical physical models, JCAP 05 (2021) 057.arXiv:2005.05290,doi:10. 1088/1475-7516/2021/05/057
work page internal anchor Pith review arXiv 2021
-
[62]
D. Foreman-Mackey, D. W. Hogg, D. Lang, J. Goodman, emcee: The MCMC Hammer, Publ. Astron. Soc. Pac. 125 (2013) 306–312. arXiv:1202.3665,doi:10.1086/670067
-
[63]
S. Casertano, et al., The Local Distance Net- work: a community consensus report on the measurement of the Hubble constant at 1% pre- cision (10 2025).arXiv:2510.23823
work page internal anchor Pith review Pith/arXiv arXiv 2025
-
[64]
A. G. Riess, et al., A Comprehensive Measure- ment of the Local Value of the Hubble Con- stant with 1 km s−1Mpc−1Uncertainty from the Hubble Space Telescope and the SH0ES Team, Astrophys. J. Lett. 934 (1) (2022) L7.arXiv: 2112.04510,doi:10.3847/2041-8213/ac5c5b
-
[65]
N. Schöneberg, The 2024 BBN baryon abun- dance update, JCAP 06 (2024) 006.arXiv: 2401.15054,doi:10.1088/1475-7516/2024/ 06/006
-
[66]
2014, , 568, A22, 10.1051/0004-6361/201423413
M. Betoule, et al., Improved Cosmological Con- straints from a Joint Analysis of the SDSS-II and SNLS Supernova Samples, Astron. Astro- phys. 568 (2014) A22.arXiv:1401.4064,doi: 10.1051/0004-6361/201423413
-
[67]
M. Quartin, V. Marra, L. Amendola, Accurate Weak Lensing of Standard Candles. II. Mea- suring sigma8 with Supernovae, Phys. Rev. D 89 (2) (2014) 023009.arXiv:1307.1155,doi: 10.1103/PhysRevD.89.023009
- [68]
-
[69]
D. Huterer, D. L. Shafer, F. Schmidt, No ev- idence for bulk velocity from type Ia super- novae, JCAP 12 (2015) 033.arXiv:1509.04708, doi:10.1088/1475-7516/2015/12/033
-
[70]
E. Specogna, E. Di Valentino, J. Levi Said, N.- M. Nguyen, Exploring the growth indexγL: Insights from different CMB dataset combina- tions and approaches, Phys. Rev. D 109 (4) (2024) 043528.arXiv:2305.16865,doi:10. 1103/PhysRevD.109.043528
-
[71]
E. Specogna, W. Giarè, E. Di Valentino, Planck- PR4 anisotropy spectra show better consistency with general relativity, Phys. Rev. D 111 (10) (2025) 103510.arXiv:2411.03896,doi:10. 1103/PhysRevD.111.103510
-
[72]
E. Di Valentino, A. Melchiorri, J. Silk, Planck evidence for a closed Universe and a possi- ble crisis for cosmology, Nature Astron. 4 (2) (2019) 196–203.arXiv:1911.02087,doi:10. 1038/s41550-019-0906-9. 14
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