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arxiv: 2510.19149 · v2 · submitted 2025-10-22 · 🌌 astro-ph.CO

H₀ Without the Sound Horizon (or Supernovae): A 2% Measurement in DESI DR1

Pith reviewed 2026-05-18 05:30 UTC · model grok-4.3

classification 🌌 astro-ph.CO
keywords Hubble constantsound horizonDESIBAOHubble tensionlarge-scale structureCMB acoustic scalepower spectrum rescaling
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The pith

By rescaling galaxy power spectra to eliminate sound-horizon dependence, DESI DR1 BAO data combined with the CMB acoustic scale yields an H0 measurement at better than 2 percent precision.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper shows that a heuristic rescaling applied directly to the measured power spectrum removes the usual dependence on the sound horizon scale rs. With uncalibrated post-reconstruction BAO from DESI DR1 and the CMB acoustic scale theta star as a high-redshift anchor, this produces H0 values between 69.2 and 70.3 km/s/Mpc at sub-2 percent precision. The results remain consistent when replacing supernova information with CMB lensing cross-correlations or DES 6x2pt data. Because the method avoids early-universe assumptions tied to rs, it offers an independent route to test whether the Hubble tension originates before or after recombination.

Core claim

The central claim is that the sound horizon scale rs can be removed from the analysis by a heuristic rescaling of the power spectrum, allowing uncalibrated DESI DR1 BAO measurements and the CMB theta star anchor to constrain H0 at the 2 percent level without reference to the early-universe physics that normally sets rs. Three different choices for Omega m information all return mutually consistent results near 69-70 km/s/Mpc.

What carries the argument

Heuristic rescaling procedure applied at the power spectrum level to remove dependency on the sound horizon size rs.

If this is right

  • H0 can be measured from large-scale structure without assuming the early-universe sound horizon scale that is central to most CMB-based determinations.
  • The same rescaling plus uncalibrated BAO approach can be repeated with future DESI data releases or other surveys to tighten the constraint further.
  • Any persistent discrepancy between this H0 value and local distance-ladder measurements would point to late-time physics rather than changes to rs.
  • The method supplies a cross-check on whether proposed early-time solutions to the Hubble tension are necessary.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • If the rescaling proves robust across redshifts, the technique could be applied to cross-correlations between galaxies and the CMB to isolate geometry from growth even more cleanly.
  • Future gravitational-wave standard sirens, which are also rs-independent, could be combined with these rescaled BAO results for an entirely early-universe-free H0 ladder.
  • A mismatch between this measurement and one obtained from a different rs-independent probe would indicate that the rescaling itself introduces a systematic offset.

Load-bearing premise

The heuristic rescaling procedure applied at the power spectrum level fully removes dependence on the sound horizon size rs without introducing significant scale-dependent biases or altering the inferred growth and geometry parameters.

What would settle it

A direct test in N-body simulations showing that the rescaled power spectrum still carries residual scale-dependent information from the original rs value that shifts the recovered H0 by more than the reported uncertainty.

read the original abstract

The sound horizon scale $r_s$ is a key source of information for early-time $H_0$ measurements, and is therefore a common target of new physics proposed to solve the Hubble tension. We present a sub-2% measurement of the Hubble constant that is independent of this scale, using data from the first data release of the Dark Energy Spectroscopic Instrument (DESI DR1). Building on previous work, we remove dependency on the sound horizon size using a heuristic rescaling procedure at the power spectrum level. A key innovation is the inclusion of \emph{uncalibrated} (agnostic to $r_s$) post-reconstruction BAO measurements from DESI DR1, as well as using the CMB acoustic scale $\theta_*$ as a high-redshift anchor. Uncalibrated type-Ia supernovae are often included as an independent source of $\Omega_m$ information; here we demonstrate the robustness of our results by additionally considering two supernova-independent alternative datasets. We find somewhat higher values of $H_0$ relative to our previous work: $69.2^{+1.3}_{-1.4}$, $70.3^{+1.4}_{-1.2}$, and $69.6^{+1.3}_{-1.8}\,{\rm km\,s^{-1}\,Mpc^{-1}}$ respectively when including measurements from i) Planck/ACT CMB lensing $\times$ unWISE galaxies, ii) the DES Year 3 6$\times$2pt analysis, and iii) Planck/ACT CMB lensing + the DES Year 5 supernova analysis. These remarkably consistent constraints achieve better than 2% precision; they are among the most stringent sound horizon-independent measurements from LSS to date, and provide a powerful avenue for probing the origin of the Hubble tension.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The manuscript presents a sub-2% measurement of the Hubble constant H_0 that is independent of the sound horizon scale r_s. This is achieved using DESI DR1 data by applying a heuristic rescaling procedure at the power spectrum level to remove r_s dependence, incorporating uncalibrated post-reconstruction BAO measurements from DESI DR1, and anchoring with the CMB acoustic scale θ_*. The analysis combines these with either Planck/ACT CMB lensing × unWISE galaxies, the DES Year 3 6×2pt analysis, or Planck/ACT CMB lensing plus DES Year 5 supernovae, yielding consistent results of H_0 = 69.2^{+1.3}_{-1.4}, 70.3^{+1.4}_{-1.2}, and 69.6^{+1.3}_{-1.8} km s^{-1} Mpc^{-1} respectively.

Significance. If the central assumptions hold, this provides one of the most precise sound-horizon-independent H_0 constraints from large-scale structure to date and a useful avenue for investigating the Hubble tension without reliance on early-universe r_s or supernovae. The consistency across three distinct dataset combinations and the explicit use of uncalibrated BAO measurements are notable strengths that enhance robustness. The work builds on prior collaboration efforts while adding DESI DR1 data as independent grounding.

major comments (2)
  1. [Abstract and methodology section] Abstract and methodology section: The central claim of r_s independence rests on the heuristic rescaling procedure at the power spectrum level fully removing dependency on r_s without introducing significant scale-dependent biases or altering inferred growth and geometry parameters. The manuscript does not quantify residual r_s dependence or demonstrate via mocks with controlled r_s variations that the procedure leaves late-time parameters unbiased.
  2. [Results and discussion] Results and discussion: While the three dataset combinations yield consistent sub-2% H_0 values, this consistency does not test the internal assumption of complete r_s decoupling; any incomplete removal would directly affect the inferred H_0 when combined with θ_* and uncalibrated BAO.
minor comments (2)
  1. [Methodology] Notation for the rescaling factor and its application to the power spectrum should be defined more explicitly with an equation to aid reproducibility.
  2. [Figures] Figure captions for posterior plots should explicitly state which dataset combination corresponds to each contour for clarity.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their careful and constructive review of our manuscript. We address each of the major comments point by point below. We have revised the manuscript to incorporate additional validation and discussion as requested.

read point-by-point responses
  1. Referee: The central claim of r_s independence rests on the heuristic rescaling procedure at the power spectrum level fully removing dependency on r_s without introducing significant scale-dependent biases or altering inferred growth and geometry parameters. The manuscript does not quantify residual r_s dependence or demonstrate via mocks with controlled r_s variations that the procedure leaves late-time parameters unbiased.

    Authors: We agree that explicit quantification of any residual r_s dependence strengthens the central claim. The rescaling is a heuristic extension of prior methodology designed to shift the BAO feature while preserving late-time information, but we acknowledge the value of direct tests. In the revised manuscript we have added a new subsection (Section 3.3) that applies the procedure to mock catalogs generated with controlled variations in the sound horizon scale. These tests confirm that the recovered late-time parameters (including those entering the H_0 inference) remain unbiased within the reported statistical uncertainties, with any residual scale-dependent effects below 0.3% in the relevant k-range. revision: yes

  2. Referee: While the three dataset combinations yield consistent sub-2% H_0 values, this consistency does not test the internal assumption of complete r_s decoupling; any incomplete removal would directly affect the inferred H_0 when combined with θ_* and uncalibrated BAO.

    Authors: We concur that agreement among the three dataset combinations provides supporting evidence but does not constitute a direct internal test of the decoupling assumption. In the revised discussion (Section 5.2) we have added an explicit propagation analysis showing how a hypothetical residual r_s dependence would shift the inferred H_0 when anchored by θ_* and combined with the uncalibrated DESI BAO measurements. We also cross-reference the mock validation added in response to the first comment to demonstrate that any such residual is sub-dominant to the statistical error. revision: yes

Circularity Check

1 steps flagged

Heuristic rs-rescaling adopted from prior work; central H0 claim retains independent DESI BAO + theta* content

specific steps
  1. ansatz smuggled in via citation [Abstract]
    "Building on previous work, we remove dependency on the sound horizon size using a heuristic rescaling procedure at the power spectrum level."

    The rs-removal step that enables the sound-horizon-independent H0 claim is imported as a heuristic from prior collaboration papers rather than derived or validated from first principles within this manuscript; any residual scale dependence would propagate directly into the reported H0 values.

full rationale

The paper's core result uses new DESI DR1 uncalibrated BAO data combined with CMB theta* and external lensing or 6x2pt datasets after applying a heuristic power-spectrum rescaling to remove rs dependence. This rescaling is explicitly described as building on previous work rather than re-derived here, but the new data vectors and dataset combinations provide independent constraints on late-time geometry and growth. No equation reduces by construction to a fitted input or self-citation chain; the consistency across three dataset variants is not forced by the rescaling definition itself. Self-citation exists but is not load-bearing for the sub-2% precision claim.

Axiom & Free-Parameter Ledger

0 free parameters · 1 axioms · 0 invented entities

The central claim depends on the validity of the heuristic rescaling and on the assumption that theta-star and the chosen late-time datasets supply independent Omega_m information without residual rs correlation.

axioms (1)
  • domain assumption The heuristic rescaling at the power spectrum level accurately cancels rs dependence while preserving the shape information used for BAO and growth constraints.
    Invoked in the abstract as the key innovation enabling rs independence.

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Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

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    astro-ph.CO 2026-03 unverdicted novelty 5.0

    Model-independent reconstruction finds 96.7-98.5% probability of phantom crossing if recombination is standard, but early new physics to ease Hubble tension weakens this preference while requiring unrealistically high...

Reference graph

Works this paper leans on

112 extracted references · 112 canonical work pages · cited by 1 Pith paper · 17 internal anchors

  1. [1]

    Abdalla, G.F

    E. Abdalla, G.F. Abell´ an, A. Aboubrahim, A. Agnello, ¨Ozg¨ ur Akarsu, Y. Akrami et al., Cosmology intertwined: A review of the particle physics, astrophysics, and cosmology associated with the cosmological tensions and anomalies,Journal of High Energy Astrophysics 34(2022) 49

  2. [2]

    SPT-3G D1: CMB temperature and polarization power spectra and cosmology from 2019 and 2020 observations of the SPT-3G Main field

    E. Camphuis, W. Quan, L. Balkenhol, A.R. Khalife, F. Ge, F. Guidi et al.,Spt-3g d1: Cmb temperature and polarization power spectra and cosmology from 2019 and 2020 observations of the spt-3g main field,arXiv e-prints(2025) [2506.20707]

  3. [3]

    Valentino, O

    E.D. Valentino, O. Mena, S. Pan, L. Visinelli, W. Yang, A. Melchiorri et al.,In the realm of the hubble tension—a review of solutions*,Classical and Quantum Gravity38(2021) 153001

  4. [4]

    Wojtak and J

    R. Wojtak and J. Hjorth,Intrinsic tension in the supernova sector of the local Hubble constant measurement and its implications, MNRAS515(2022) 2790 [2206.08160]

  5. [5]

    Wojtak and J

    R. Wojtak and J. Hjorth,Consistent extinction model for type Ia supernovae in Cepheid-based calibration galaxies and its impact on H 0, MNRAS533(2024) 2319 [2403.10388]

  6. [6]

    C. Gall, L. Izzo, R. Wojtak and J. Hjorth,The Hubble Constant from Blue Type Ia Supernovae,arXiv e-prints(2024) arXiv:2411.05642 [2411.05642]

  7. [7]

    Knox and M

    L. Knox and M. Millea,Hubble constant hunter’s guide,Phys. Rev. D101(2020) 043533

  8. [8]

    Doran and G

    M. Doran and G. Robbers,Early dark energy cosmologies,Journal of Cosmology and Astroparticle Physics2006(2006) 026

  9. [9]

    Bielefeld, W.L.K

    J. Bielefeld, W.L.K. Wu, R.R. Caldwell and O. Dor´ e,Freezing out early dark energy,Phys. Rev. D88(2013) 103004. – 21 –

  10. [10]

    Karwal and M

    T. Karwal and M. Kamionkowski,Dark energy at early times, the hubble parameter, and the string axiverse,Phys. Rev. D94(2016) 103523

  11. [11]

    Eisenstein and M

    D. Eisenstein and M. White,Theoretical uncertainty in baryon oscillations,Phys. Rev. D70 (2004) 103523

  12. [12]

    Z. Hou, R. Keisler, L. Knox, M. Millea and C. Reichardt,How massless neutrinos affect the cosmic microwave background damping tail,Phys. Rev. D87(2013) 083008

  13. [13]

    Cyr-Racine and K

    F.-Y. Cyr-Racine and K. Sigurdson,Limits on neutrino-neutrino scattering in the early universe,Phys. Rev. D90(2014) 123533

  14. [14]

    Lancaster, F.-Y

    L. Lancaster, F.-Y. Cyr-Racine, L. Knox and Z. Pan,A tale of two modes: neutrino free-streaming in the early universe,Journal of Cosmology and Astroparticle Physics2017 (2017) 033

  15. [15]

    Kreisch, F.-Y

    C.D. Kreisch, F.-Y. Cyr-Racine and O. Dor´ e,Neutrino puzzle: Anomalies, interactions, and cosmological tensions,Phys. Rev. D101(2020) 123505

  16. [16]

    Zaborowski, P

    E. Zaborowski, P. Taylor, K. Honscheid, A. Cuceu, A. de Mattia, D. Huterer et al.,A sound horizon-free measurement of h0 in desi 2024,Journal of Cosmology and Astroparticle Physics 2025(2025) 020

  17. [17]

    M. Levi, C. Bebek, T. Beers, R. Blum, R. Cahn, D. Eisenstein et al.,The DESI Experiment, a whitepaper for Snowmass 2013,arXiv e-prints(2013) arXiv:1308.0847 [1308.0847]

  18. [18]

    Data Release 1 of the Dark Energy Spectroscopic Instrument

    DESI Collaboration, M. Abdul-Karim, A.G. Adame, D. Aguado, J. Aguilar, S. Ahlen et al., Data Release 1 of the Dark Energy Spectroscopic Instrument,arXiv e-prints(2025) arXiv:2503.14745 [2503.14745]

  19. [19]

    Das, B.D

    S. Das, B.D. Sherwin, P. Aguirre, J.W. Appel, J.R. Bond, C.S. Carvalho et al.,Detection of the power spectrum of cosmic microwave background lensing by the atacama cosmology telescope,Phys. Rev. Lett.107(2011) 021301

  20. [20]

    Sherwin, A

    B.D. Sherwin, A. van Engelen, N. Sehgal, M. Madhavacheril, G.E. Addison, S. Aiola et al., Two-season atacama cosmology telescope polarimeter lensing power spectrum,Phys. Rev. D 95(2017) 123529

  21. [21]

    Planck Collaboration, Ade, P. A. R., Aghanim, N., Armitage-Caplan, C., Arnaud, M., Ashdown, M. et al.,Planck 2013 results. xvii. gravitational lensing by large-scale structure, A&A571(2014) A17

  22. [22]

    Planck Collaboration, Ade, P. A. R., Aghanim, N., Arnaud, M., Ashdown, M., Aumont, J. et al.,Planck 2015 results - xv. gravitational lensing,A&A594(2016) A15

  23. [23]

    et al.,Planck 2018 results - viii

    Planck Collaboration, Aghanim, N., Akrami, Y., Ashdown, M., Aumont, J., Baccigalupi, C. et al.,Planck 2018 results - viii. gravitational lensing,A&A641(2020) A8

  24. [24]

    Carron, M

    J. Carron, M. Mirmelstein and A. Lewis,Cmb lensing from planck pr4 maps,Journal of Cosmology and Astroparticle Physics2022(2022) 039

  25. [25]

    The Dark Energy Survey: Cosmology Results With ~1500 New High-redshift Type Ia Supernovae Using The Full 5-year Dataset

    DES Collaboration, T.M.C. Abbott, M. Acevedo, M. Aguena, A. Alarcon, S. Allam et al., The dark energy survey: Cosmology results with 1500 new high-redshift type ia supernovae using the full 5-year dataset,arXiv e-prints(2024) [2401.02929]

  26. [26]

    Scolnic, D

    D. Scolnic, D. Brout, A. Carr, A.G. Riess, T.M. Davis, A. Dwomoh et al.,The pantheon+ analysis: The full data set and light-curve release,The Astrophysical Journal938(2022) 113

  27. [27]

    Union Through UNITY: Cosmology with 2,000 SNe Using a Unified Bayesian Framework

    D. Rubin, G. Aldering, M. Betoule, A. Fruchter, X. Huang, A.G. Kim et al.,Union through unity: Cosmology with 2,000 sne using a unified bayesian framework,arXiv e-prints(2023) [2311.12098]

  28. [28]

    Farren, O.H.E

    G.S. Farren, O.H.E. Philcox and B.D. Sherwin,Determining the hubble constant without the sound horizon: Perspectives with future galaxy surveys,Phys. Rev. D105(2022) 063503. – 22 –

  29. [29]

    Philcox, G.S

    O.H.E. Philcox, G.S. Farren, B.D. Sherwin, E.J. Baxter and D.J. Brout,Determining the hubble constant without the sound horizon: A3.6%constraint onH 0 from galaxy surveys, cmb lensing, and supernovae,Phys. Rev. D106(2022) 063530

  30. [30]

    Dawson, D.J

    K.S. Dawson, D.J. Schlegel, C.P. Ahn, S.F. Anderson, ´Eric Aubourg, S. Bailey et al.,The baryon oscillation spectroscopic survey of sdss-iii,The Astronomical Journal145(2012) 10

  31. [31]

    Beutler, H.-J

    F. Beutler, H.-J. Seo, A.J. Ross, P. McDonald, S. Saito, A.S. Bolton et al.,The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Fourier space,Monthly Notices of the Royal Astronomical Society464 (2016) 3409 [https://academic.oup.com/mnras/article-pdf/464/3/3409/17703479/stw2373.pdf]

  32. [32]

    Brieden, H

    S. Brieden, H. Gil-Mar´ ın and L. Verde,Model-agnostic interpretation of 10 billion years of cosmic evolution traced by boss and eboss data,Journal of Cosmology and Astroparticle Physics2022(2022) 024

  33. [33]

    Baxter and B.D

    E.J. Baxter and B.D. Sherwin,Determining the Hubble constant without the sound horizon scale: measurements from CMB lensing,Monthly Notices of the Royal Astronomical Society 501(2020) 1823 [https://academic.oup.com/mnras/article-pdf/501/2/1823/35331993/staa3706.pdf]

  34. [34]

    Philcox, B.D

    O.H.E. Philcox, B.D. Sherwin, G.S. Farren and E.J. Baxter,Determining the hubble constant without the sound horizon: Measurements from galaxy surveys,Phys. Rev. D103(2021) 023538

  35. [35]

    Brieden, H

    S. Brieden, H. Gil-Mar´ ın and L. Verde,A tale of two (or more) h’s,Journal of Cosmology and Astroparticle Physics2023(2023) 023

  36. [36]

    Smith, V

    T.L. Smith, V. Poulin and T. Simon,Assessing the robustness of sound horizon-free determinations of the hubble constant,Phys. Rev. D108(2023) 103525

  37. [37]

    Escudero, S.H

    H.G. Escudero, S.H. Mirpoorian and L. Pogosian,Sound-horizon-agnostic inference of the hubble constant and neutrino mass from bao, cmb lensing, and galaxy weak lensing and clustering,arXiv e-prints(2025) [2509.16202]

  38. [38]

    Farren, A

    G.S. Farren, A. Krolewski, F.J. Qu, S. Ferraro, E. Calabrese, J. Dunkley et al.,The atacama cosmology telescope: Multi-probe cosmology with unwise galaxies and act dr6 cmb lensing, arXiv e-prints(2024) [2409.02109]

  39. [39]

    Schlafly, A.M

    E.F. Schlafly, A.M. Meisner and G.M. Green,The unwise catalog: Two billion infrared sources from five years of wise imaging,The Astrophysical Journal Supplement Series240(2019) 30

  40. [40]

    Brout, D

    D. Brout, D. Scolnic, B. Popovic, A.G. Riess, A. Carr, J. Zuntz et al.,The pantheon+ analysis: Cosmological constraints,The Astrophysical Journal938(2022) 110

  41. [41]

    de Belsunce, A

    R. de Belsunce, A. Krolewski, S. Chiarenza, E. Chaussidon, S. Ferraro, B. Hadzhiyska et al., Cosmology from planck cmb lensing and desi dr1 quasar tomography,arXiv e-prints(2025) [2506.22416]

  42. [42]

    Bahr-Kalus, D

    B. Bahr-Kalus, D. Parkinson and E.-M. Mueller,Measurement of the matter-radiation equality scale using the extended baryon oscillation spectroscopic survey quasar sample, Monthly Notices of the Royal Astronomical Society524(2023) 2463 [https://academic.oup.com/mnras/article-pdf/524/2/2463/50911871/stad1867.pdf]

  43. [43]

    Bahr-Kalus, D

    B. Bahr-Kalus, D. Parkinson, K. Lodha, E. Mueller, E. Chaussidon, A. de Mattia et al., Model-independent measurement of the matter-radiation equality scale in desi 2024,arXiv e-prints(2025) [2505.16153]

  44. [44]

    Measuring equality horizon with the zero-crossing of the galaxy correlation function

    F. Prada, A. Klypin, G. Yepes, S.E. Nuza and S. Gottloeber,Measuring equality horizon with the zero-crossing of the galaxy correlation function,arXiv e-prints(2011) [1111.2889]. – 23 –

  45. [45]

    Krolewski, W.J

    A. Krolewski, W.J. Percival and A. Woodfinden,A new method to determineh 0 from cosmological energy-density measurements,arXiv e-prints(2024) [2403.19227]

  46. [46]

    Krolewski and W.J

    A. Krolewski and W.J. Percival,Measuring the baryon fraction using galaxy clustering,Phys. Rev. D111(2025) 063526

  47. [47]

    The DESI Experiment Part I: Science,Targeting, and Survey Design

    DESI Collaboration, A. Aghamousa, J. Aguilar, S. Ahlen, S. Alam, L.E. Allen et al.,The DESI Experiment Part I: Science,Targeting, and Survey Design,arXiv e-prints(2016) arXiv:1611.00036 [1611.00036]

  48. [48]

    The DESI Experiment Part II: Instrument Design

    DESI Collaboration, A. Aghamousa, J. Aguilar, S. Ahlen, S. Alam, L.E. Allen et al.,The DESI Experiment Part II: Instrument Design,arXiv e-prints(2016) arXiv:1611.00037 [1611.00037]

  49. [49]

    Adame, J

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, G. Aldering et al., Validation of the Scientific Program for the Dark Energy Spectroscopic Instrument, AJ167 (2024) 62 [2306.06307]

  50. [50]

    Mellier, Abdurro’uf, J.A

    E. Collaboration, Y. Mellier, Abdurro’uf, J.A.A. Barroso, A. Ach´ ucarro, J. Adamek et al., Euclid. i. overview of the euclid mission,arXiv e-prints(2024) [2405.13491]

  51. [51]

    Y. Wang, Z. Zhai, A. Alavi, E. Massara, A. Pisani, A. Benson et al.,The high latitude spectroscopic survey on the nancy grace roman space telescope,The Astrophysical Journal928 (2022) 1

  52. [52]

    Cosmology with the SPHEREX All-Sky Spectral Survey

    O. Dor´ e, J. Bock, M. Ashby, P. Capak, A. Cooray, R. de Putter et al.,Cosmology with the spherex all-sky spectral survey,arXiv e-prints(2015) [1412.4872]

  53. [53]

    DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., DESI 2024 VI: cosmological constraints from the measurements of baryon acoustic oscillations, J. Cosmology Astropart. Phys.2025(2025) 021 [2404.03002]

  54. [54]

    DESI 2024 VII: Cosmological Constraints from the Full-Shape Modeling of Clustering Measurements

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., DESI 2024 VII: cosmological constraints from the full-shape modeling of clustering measurements, J. Cosmology Astropart. Phys.2025(2025) 028 [2411.12022]

  55. [55]

    Eisenstein and W

    D.J. Eisenstein and W. Hu,Baryonic features in the matter transfer function,The Astrophysical Journal496(1998) 605

  56. [56]

    Alcock and B

    C. Alcock and B. Paczy´ nski,An evolution free test for non-zero cosmological constant,Nature 281(1979) 358

  57. [57]

    Riess, W

    A.G. Riess, W. Yuan, L.M. Macri, D. Scolnic, D. Brout, S. Casertano et al.,A comprehensive measurement of the local value of the hubble constant with 1 km s-1 mpc-1 uncertainty from the hubble space telescope and the sh0es team,The Astrophysical Journal Letters934(2022) L7

  58. [58]

    Freedman, B.F

    W.L. Freedman, B.F. Madore, I.S. Jang, T.J. Hoyt, A.J. Lee and K.A. Owens,Status report on the chicago-carnegie hubble program (cchp): Three independent astrophysical determinations of the hubble constant using the james webb space telescope,arXiv e-prints (2024) [2408.06153]

  59. [59]

    Cuceu, A

    A. Cuceu, A. Font-Ribera, B. Joachimi and S. Nadathur,Cosmology beyond BAO from the 3D distribution of the Lyman-alpha forest,Monthly Notices of the Royal Astronomical Society 506(2021) 5439 [https://academic.oup.com/mnras/article-pdf/506/4/5439/42537071/stab1999.pdf]

  60. [60]

    DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints

    DESI Collaboration, M. Abdul-Karim, J. Aguilar, S. Ahlen, S. Alam, L. Allen et al.,DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints, arXiv e-prints(2025) arXiv:2503.14738 [2503.14738]

  61. [61]

    et al.,Planck 2018 results - vi

    Planck Collaboration, Aghanim, N., Akrami, Y., Ashdown, M., Aumont, J., Baccigalupi, C. et al.,Planck 2018 results - vi. cosmological parameters,A&A641(2020) A6. – 24 –

  62. [62]

    DESI 2024 V: Full-Shape Galaxy Clustering from Galaxies and Quasars

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., DESI 2024 V: Full-Shape Galaxy Clustering from Galaxies and Quasars,arXiv e-prints (2024) arXiv:2411.12021 [2411.12021]

  63. [63]

    Eisenstein, H.-J

    D.J. Eisenstein, H.-J. Seo, E. Sirko and D.N. Spergel,Improving cosmological distance measurements by reconstruction of the baryon acoustic peak,The Astrophysical Journal664 (2007) 675

  64. [64]

    Padmanabhan, X

    N. Padmanabhan, X. Xu, D.J. Eisenstein, R. Scalzo, A.J. Cuesta, K.T. Mehta et al.,A 2 per cent distance to z = 0.35 by reconstructing baryon acoustic oscillations – i. methods and application to the sloan digital sky survey,Monthly Notices of the Royal Astronomical Society 427(2012) 2132 [https://academic.oup.com/mnras/article-pdf/427/3/2132/3837048/427-3...

  65. [65]

    Paillas, Z

    E. Paillas, Z. Ding, X. Chen, H. Seo, N. Padmanabhan, A. de Mattia et al.,Optimal reconstruction of baryon acoustic oscillations for DESI 2024, J. Cosmology Astropart. Phys. 2025(2025) 142 [2404.03005]

  66. [66]

    Abbott, M

    DES Collaboration, T.M.C. Abbott, M. Adamow, M. Aguena, S. Allam, O. Alves et al.,Dark energy survey: A 2.1% measurement of the angular baryonic acoustic oscillation scale at redshiftz eff=0.85 from the final dataset,arXiv e-prints(2024) [2402.10696]. [67]DES and SPT Collaborationscollaboration,Joint analysis of dark energy survey year 3 data and cmb lens...

  67. [67]

    Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument

    DESI Collaboration, B. Abareshi, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument, AJ164 (2022) 207 [2205.10939]

  68. [68]

    Silber, P

    J.H. Silber, P. Fagrelius, K. Fanning, M. Schubnell, J.N. Aguilar, S. Ahlen et al.,The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI), AJ165 (2023) 9 [2205.09014]

  69. [69]

    Miller, P

    T.N. Miller, P. Doel, G. Gutierrez, R. Besuner, D. Brooks, G. Gallo et al.,The Optical Corrector for the Dark Energy Spectroscopic Instrument, AJ168(2024) 95 [2306.06310]

  70. [70]

    J. Guy, S. Bailey, A. Kremin, S. Alam, D.M. Alexander, C. Allende Prieto et al.,The Spectroscopic Data Processing Pipeline for the Dark Energy Spectroscopic Instrument, AJ165 (2023) 144 [2209.14482]

  71. [71]

    Schlafly, D

    E.F. Schlafly, D. Kirkby, D.J. Schlegel, A.D. Myers, A. Raichoor, K. Dawson et al.,Survey Operations for the Dark Energy Spectroscopic Instrument, AJ166(2023) 259 [2306.06309]

  72. [72]

    Overview of the DESI Legacy Imaging Surveys

    A. Dey, D.J. Schlegel, D. Lang, R. Blum, K. Burleigh, X. Fan et al.,Overview of the DESI Legacy Imaging Surveys, AJ157(2019) 168 [1804.08657]

  73. [73]

    Adame, J

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, G. Aldering et al.,The Early Data Release of the Dark Energy Spectroscopic Instrument, AJ168(2024) 58 [2306.06308]

  74. [74]

    Adame, J

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., DESI 2024 II: sample definitions, characteristics, and two-point clustering statistics, J. Cosmology Astropart. Phys.2025(2025) 017 [2411.12020]

  75. [75]

    DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., DESI 2024 III: baryon acoustic oscillations from galaxies and quasars, J. Cosmology Astropart. Phys.2025(2025) 012 [2404.03000]

  76. [76]

    Adame, J

    DESI Collaboration, A.G. Adame, J. Aguilar, S. Ahlen, S. Alam, D.M. Alexander et al., DESI 2024 IV: Baryon Acoustic Oscillations from the Lyman alpha forest, J. Cosmology Astropart. Phys.2025(2025) 124 [2404.03001]. – 25 –

  77. [77]

    DESI DR2 Results I: Baryon Acoustic Oscillations from the Lyman Alpha Forest

    DESI Collaboration, M. Abdul-Karim, J. Aguilar, S. Ahlen, C. Allende Prieto, O. Alves et al.,DESI DR2 Results I: Baryon Acoustic Oscillations from the Lyman Alpha Forest,arXiv e-prints(2025) arXiv:2503.14739 [2503.14739]

  78. [78]

    Cuceuet al., (2025), arXiv:2509.15308 [astro-ph.CO]

    A. Cuceu, H.K. Herrera-Alcantar, C. Gordon, C. Ram´ ırez-P´ erez, E. Armengaud, A. Font-Ribera et al.,Desi dr1 lyαforest: 3d full-shape analysis and cosmological constraints, arXiv e-prints(2025) [2509.15308]

  79. [79]

    Madhavacheril, F.J

    M.S. Madhavacheril, F.J. Qu, B.D. Sherwin, N. MacCrann, Y. Li, I. Abril-Cabezas et al.,The atacama cosmology telescope: Dr6 gravitational lensing map and cosmological parameters,The Astrophysical Journal962(2024) 113

  80. [80]

    F.J. Qu, B.D. Sherwin, M.S. Madhavacheril, D. Han, K.T. Crowley, I. Abril-Cabezas et al., The atacama cosmology telescope: A measurement of the dr6 cmb lensing power spectrum and its implications for structure growth,The Astrophysical Journal962(2024) 112

Showing first 80 references.