pith. machine review for the scientific record. sign in

arxiv: 2604.13535 · v1 · submitted 2026-04-15 · 🌌 astro-ph.CO · gr-qc· hep-ph

Recognition: unknown

Double the axions, half the tension: multi-field early dark energy eases the Hubble tension

Authors on Pith no claims yet

Pith reviewed 2026-05-10 12:53 UTC · model grok-4.3

classification 🌌 astro-ph.CO gr-qchep-ph
keywords early dark energyaxionHubble tensionmulti-fieldCMBPlanckcosmology
0
0 comments X

The pith

Two axion-like early dark energy fields relax Planck constraints and cut the Hubble tension to 1.5 sigma.

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

The paper claims that single-field axion early dark energy is strongly limited by Planck NPIPE CMB data, but models with two such fields loosen those limits enough to allow a higher Hubble constant. The second field improves the fit specifically to the high-multipole CMB measurements that disfavor the one-field case, and shifts the best-fit H0 upward by about 1.4 sigma. Tension with local distance-ladder measurements drops to 1.5 sigma, while adding a third field brings no further gain. This suggests the pre-recombination expansion history can be adjusted over a wider range of redshifts without violating current CMB bounds.

Core claim

We show that the strong constraints placed by Planck NPIPE Cosmic Microwave Background (CMB) data on axion-like early dark energy (EDE) are significantly alleviated in models with multiple fields. We find a 1.5 sigma residual tension with the Local Distance Network value of H0 in a 2-field model, with no improvement beyond two fields, and a best-fit value of H0 ~1.4 sigma larger than in the 1-field case. The second field improves the fit to high-ℓ CMB data, where 1-field EDE is most strongly disfavored, and suggests modifications to the pre-recombination history over a wider redshift range.

What carries the argument

Multi-field axion-like early dark energy, in which extra scalar fields inject energy before recombination over an extended redshift interval and thereby loosen CMB constraints on the Hubble constant.

If this is right

  • Two-field models fit high-ℓ CMB data better than single-field models while raising the preferred H0.
  • Residual tension with local measurements falls to 1.5 sigma.
  • A third field produces no additional improvement.
  • The required energy injection spans a broader redshift window before recombination.

Where Pith is reading between the lines

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

  • The result implies that the Hubble tension may be sensitive to the number of light degrees of freedom active in the early universe.
  • Future CMB polarization measurements at small scales could distinguish the two-field scenario from single-field EDE.
  • The model must still be checked for consistency with baryon acoustic oscillation and supernova data not emphasized in the current analysis.

Load-bearing premise

The extra parameters supplied by the second field deliver real physical improvement rather than simply fitting noise or unaccounted systematics in the Planck NPIPE data.

What would settle it

A reanalysis of the Planck NPIPE high-ℓ data that removes the fit improvement once known systematics are modeled, or a new local H0 measurement that falls below the two-field best-fit value, would falsify the claimed alleviation.

Figures

Figures reproduced from arXiv: 2604.13535 by Lloyd Knox, Marco Bella, Sunny Vagnozzi, Vivian Poulin.

Figure 1
Figure 1. Figure 1: FIG. 1. Marginalized posteriors for [PITH_FULL_IMAGE:figures/full_fig_p003_1.png] view at source ↗
Figure 2
Figure 2. Figure 2: FIG. 2 [PITH_FULL_IMAGE:figures/full_fig_p003_2.png] view at source ↗
Figure 4
Figure 4. Figure 4: FIG. 4. Difference in best-fit [PITH_FULL_IMAGE:figures/full_fig_p004_4.png] view at source ↗
Figure 3
Figure 3. Figure 3: FIG. 3. Reconstructed posteriors for the total EDE fraction [PITH_FULL_IMAGE:figures/full_fig_p004_3.png] view at source ↗
read the original abstract

We show that the strong constraints placed by Planck NPIPE Cosmic Microwave Background (CMB) data on axion-like early dark energy (EDE) are significantly alleviated in models with multiple fields. We find a $1.5\sigma$ residual tension with the Local Distance Network value of $H_0$ in a 2-field model, with no improvement beyond two fields, and a best-fit value of $H_0$ $\sim 1.4\sigma$ larger than in the 1-field case. The second field improves the fit to high-$\ell$ CMB data, where 1-field EDE is most strongly disfavored, and suggests modifications to the pre-recombination history over a wider redshift range.

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 multi-field extension of axion-like early dark energy (EDE) models to address the Hubble tension. It shows that Planck NPIPE CMB data impose strong constraints on single-field EDE, but these are significantly relaxed in a two-field model, which improves the fit particularly to high-ℓ data. This yields a best-fit H0 ~1.4σ higher than the one-field case and reduces the residual tension with local distance ladder measurements to 1.5σ. No further improvement occurs with more than two fields, and the second field enables modifications to the pre-recombination expansion history over a wider redshift range.

Significance. If the results hold, the work is significant because it identifies a concrete mechanism—multiple axion-like fields—by which EDE can accommodate higher H0 values while remaining consistent with CMB observations that disfavor the single-field case. The finding that two fields are optimal and that the gain is concentrated at high-ℓ provides a clear target for theoretical model-building in axion cosmology. The direct numerical comparison of one- versus multi-field fits to the same NPIPE dataset is a strength, as is the emphasis on the redshift range of the EDE contribution.

major comments (2)
  1. [Abstract and §4] Abstract and §4 (results): the reported 1.4σ increase in best-fit H0 and reduction to 1.5σ tension are obtained from CMB-only fits; the manuscript does not show that the posterior remains consistent or that the tension reduction persists when BAO or Pantheon+ data are included, which is load-bearing because EDE models are known to be sensitive to these late-time anchors.
  2. [§3 and Table 2] §3 (methodology) and Table 2: each additional field introduces at least two new parameters (e.g., f_EDE,i and z_c,i or equivalent masses/initial values); the Δχ² improvement at high-ℓ is not accompanied by a reported Bayesian evidence ratio or information criterion that demonstrates the gain exceeds the Occam penalty, leaving open whether the alleviation is physical or an artifact of increased flexibility.
minor comments (2)
  1. [Figure 3] Figure 3: the legend and axis labels for the high-ℓ residual plots should explicitly state the multipole range used for the χ² contribution to make the claimed improvement at high-ℓ quantitatively traceable.
  2. [§2] Notation: the definition of the effective number of relativistic degrees of freedom or the sound horizon shift induced by each field should be given explicitly in §2 to avoid ambiguity when comparing one- and two-field cases.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their careful reading of the manuscript and for the constructive comments. We address each major comment below.

read point-by-point responses
  1. Referee: [Abstract and §4] Abstract and §4 (results): the reported 1.4σ increase in best-fit H0 and reduction to 1.5σ tension are obtained from CMB-only fits; the manuscript does not show that the posterior remains consistent or that the tension reduction persists when BAO or Pantheon+ data are included, which is load-bearing because EDE models are known to be sensitive to these late-time anchors.

    Authors: We agree that the primary results and quoted H0 shift are from CMB-only fits to NPIPE data. The manuscript's focus is on demonstrating how the two-field extension relaxes the tight CMB constraints that disfavor single-field EDE, particularly at high-ℓ, thereby permitting a higher best-fit H0. While we recognize that late-time anchors can further constrain EDE, the wider redshift range enabled by the second field is intended to provide additional flexibility that may preserve consistency. In the revised manuscript we will add combined CMB+BAO fits (and a brief discussion of Pantheon+) to explicitly test whether the tension reduction persists. revision: yes

  2. Referee: [§3 and Table 2] §3 (methodology) and Table 2: each additional field introduces at least two new parameters (e.g., f_EDE,i and z_c,i or equivalent masses/initial values); the Δχ² improvement at high-ℓ is not accompanied by a reported Bayesian evidence ratio or information criterion that demonstrates the gain exceeds the Occam penalty, leaving open whether the alleviation is physical or an artifact of increased flexibility.

    Authors: The referee is correct that each additional field adds parameters and that we report only Δχ² improvements. We note, however, that the three-field model yields no further improvement over the two-field case, which already suggests the gain is not driven purely by extra degrees of freedom. To address the Occam penalty directly, the revised manuscript will include AIC values (AIC = χ² + 2k) for the one-, two-, and three-field models using the same data and parameter counts. A full nested-sampling evidence ratio remains computationally prohibitive at present but the AIC comparison will quantify whether the improvement justifies the added complexity. revision: yes

Circularity Check

0 steps flagged

No significant circularity: results from numerical fits to external CMB data

full rationale

The paper reports MCMC fits of multi-field axion-like EDE models to Planck NPIPE CMB data, showing improved high-ℓ fits and a higher best-fit H0 that reduces tension with the independent local distance ladder measurement. No load-bearing derivation chain reduces to self-definition, fitted inputs renamed as predictions, or self-citation chains; the central result is a statistical outcome of additional parameters on external data, not a closed tautology. The analysis remains falsifiable against BAO, supernovae, or other datasets not used in the primary fit.

Axiom & Free-Parameter Ledger

1 free parameters · 1 axioms · 1 invented entities

The model adds multiple scalar fields whose masses, decay constants, and initial displacements are adjusted to data; it inherits standard cosmological assumptions without new independent evidence for the extra fields.

free parameters (1)
  • masses and initial field values for each axion-like field
    These parameters are varied to match the CMB power spectra and local H0 measurements in the multi-field setup.
axioms (1)
  • domain assumption Background and perturbation evolution follows standard FLRW cosmology plus scalar field dynamics
    Invoked throughout the modeling of EDE effects on the sound horizon and CMB anisotropies.
invented entities (1)
  • second axion-like scalar field no independent evidence
    purpose: To extend the redshift range over which early dark energy modifies the expansion history
    Added to provide additional degrees of freedom that alleviate single-field constraints.

pith-pipeline@v0.9.0 · 5433 in / 1434 out tokens · 55027 ms · 2026-05-10T12:53:19.620364+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Forward citations

Cited by 3 Pith papers

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

  1. Geometric Constraints on the Pre-Recombination Expansion History from the Hubble Tension

    astro-ph.CO 2026-04 unverdicted novelty 6.0

    Model-independent reconstruction shows that early-universe modifications resolving the Hubble tension exist at the background level, requiring a smooth ~15% pre-recombination expansion rate enhancement.

  2. A barotropic alternative to Early Dark Energy for alleviating the $H_0$ tension

    astro-ph.CO 2026-04 unverdicted novelty 5.0

    A barotropic fluid with ω_s ≈ 0.29 and Ω_s ≈ 1.5×10^{-5} raises the inferred H0 to match SH0ES while remaining consistent with Planck CMB, DESI BAO, and Pantheon data.

  3. Breaking Free from the Swampland of Impossible Universes through the DESI Portal

    astro-ph.CO 2026-05 unverdicted novelty 2.0

    DESI data indicating evolving dark energy may allow string theory to describe observed universes without violating swampland constraints on constant dark energy.

Reference graph

Works this paper leans on

200 extracted references · 197 canonical work pages · cited by 3 Pith papers · 15 internal anchors

  1. [1]

    Tensions between the Early and the Late Universe

    L. Verde, T. Treu, and A. G. Riess, Nature Astron.3, 891 (2019), arXiv:1907.10625 [astro-ph.CO]

  2. [2]

    Di Valentino et al.,Snowmass2021 - Letter of interest cosmology intertwined II: The hubble constant tension,Astropart

    E. Di Valentinoet al., Astropart. Phys.131, 102605 (2021), arXiv:2008.11284 [astro-ph.CO]

  3. [3]

    Di Valentino, O

    E. Di Valentino, O. Mena, S. Pan, L. Visinelli, W. Yang, A. Melchiorri, D. F. Mota, A. G. Riess, and J. Silk, Class. Quant. Grav.38, 153001 (2021), arXiv:2103.01183 [astro-ph.CO]

  4. [4]

    Perivolaropoulos and F

    L. Perivolaropoulos and F. Skara, New Astron. Rev.95, 101659 (2022), arXiv:2105.05208 [astro-ph.CO]

  5. [5]

    P. Shah, P. Lemos, and O. Lahav, Astron. Astrophys. Rev.29, 9 (2021), arXiv:2109.01161 [astro-ph.CO]

  6. [6]

    2022, JHEAp, 34, 49, doi: 10.1016/j.jheap.2022.04.002

    E. Abdallaet al., JHEAp34, 49 (2022), arXiv:2203.06142 [astro-ph.CO]

  7. [7]

    Di Valentino, Universe8, 399 (2022)

    E. Di Valentino, Universe8, 399 (2022)

  8. [8]

    Hu and F.-Y

    J.-P. Hu and F.-Y. Wang, Universe9, 94 (2023), arXiv:2302.05709 [astro-ph.CO]

  9. [9]

    Verde, N

    L. Verde, N. Sch¨ oneberg, and H. Gil-Mar´ ın, Ann. Rev. Astron. Astrophys.62, 287 (2024), arXiv:2311.13305 [astro-ph.CO]

  10. [10]

    The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics

    E. Di Valentinoet al.(CosmoVerse Network), Phys. Dark Univ.49, 101965 (2025), arXiv:2504.01669 [astro- ph.CO]

  11. [11]
  12. [12]
  13. [13]

    Cuceu, J

    A. Cuceu, J. Farr, P. Lemos, and A. Font-Ribera, JCAP 10, 044 (2019), arXiv:1906.11628 [astro-ph.CO]

  14. [14]

    Sch¨ oneberg, J

    N. Sch¨ oneberg, J. Lesgourgues, and D. C. Hooper, JCAP10, 029 (2019), arXiv:1907.11594 [astro-ph.CO]

  15. [15]

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

    M. Abdul Karimet al.(DESI), Phys. Rev. D112, 083515 (2025), arXiv:2503.14738 [astro-ph.CO]

  16. [16]

    Efstathiou, (2020), arXiv:2007.10716 [astro-ph.CO]

    G. Efstathiou, (2020), arXiv:2007.10716 [astro-ph.CO]

  17. [17]

    Mortsell, A

    E. Mortsell, A. Goobar, J. Johansson, and S. Dhawan, Astrophys. J.935, 58 (2022), arXiv:2106.09400 [astro- ph.CO]

  18. [18]

    W. D. Kenworthy, A. G. Riess, D. Scolnic, W. Yuan, J. L. Bernal, D. Brout, S. Cassertano, D. O. Jones, L. Macri, and E. R. Peterson, Astrophys. J.935, 83 (2022), arXiv:2204.10866 [astro-ph.CO]

  19. [19]

    Camarena, V

    D. Camarena, V. Marra, Z. Sakr, and C. Clark- son, Class. Quant. Grav.39, 184001 (2022), arXiv:2205.05422 [astro-ph.CO]

  20. [20]

    Wojtak and J

    R. Wojtak and J. Hjorth, Mon. Not. Roy. Astron. Soc. 515, 2790 (2022), arXiv:2206.08160 [astro-ph.CO]

  21. [21]

    A. G. Riess, G. S. Anand, W. Yuan, S. Casertano, A. Dolphin, L. M. Macri, L. Breuval, D. Scolnic, M. Per- rin, and R. I. Anderson, Astrophys. J. Lett.956, L18 (2023), arXiv:2307.15806 [astro-ph.CO]

  22. [22]

    Giani, C

    L. Giani, C. Howlett, K. Said, T. Davis, and S. Vagnozzi, JCAP01, 071 (2024), arXiv:2311.00215 [astro-ph.CO]

  23. [23]

    Wojtak and J

    R. Wojtak and J. Hjorth, Mon. Not. Roy. Astron. Soc. 533, 2319 (2024), arXiv:2403.10388 [astro-ph.CO]

  24. [24]

    W. L. Freedman, B. F. Madore, T. J. Hoyt, I. S. Jang, A. J. Lee, and K. A. Owens, Astrophys. J.985, 203 (2025), [Erratum: Astrophys.J. 993, 252 (2025)], arXiv:2408.06153 [astro-ph.CO]

  25. [25]

    Perivolaropoulos, Phys

    L. Perivolaropoulos, Phys. Rev. D110, 123518 (2024), arXiv:2408.11031 [astro-ph.CO]

  26. [26]

    A. G. Riesset al., Astrophys. J. Lett.992, L34 (2025), arXiv:2509.01667 [astro-ph.CO]

  27. [27]

    Physically-motivated priors in the local distance ladder significantly reduce the Hubble tension

    M. H¨ og˚ as and E. M¨ ortsell, (2026), arXiv:2601.22215 [astro-ph.CO]

  28. [28]

    M¨ ortsell and S

    E. M¨ ortsell and S. Dhawan, JCAP09, 025 (2018), arXiv:1801.07260 [astro-ph.CO]

  29. [29]

    Vagnozzi, S

    S. Vagnozzi, S. Dhawan, M. Gerbino, K. Freese, A. Goo- bar, and O. Mena, Phys. Rev. D98, 083501 (2018), arXiv:1801.08553 [astro-ph.CO]

  30. [30]

    W. Yang, S. Pan, E. Di Valentino, R. C. Nunes, S. Vagnozzi, and D. F. Mota, JCAP09, 019 (2018), arXiv:1805.08252 [astro-ph.CO]

  31. [31]

    Guo, J.-F

    R.-Y. Guo, J.-F. Zhang, and X. Zhang, JCAP02, 054 (2019), arXiv:1809.02340 [astro-ph.CO]

  32. [32]

    C. D. Kreisch, F.-Y. Cyr-Racine, and O. Dor´ e, Phys. Rev. D101, 123505 (2020), arXiv:1902.00534 [astro- ph.CO]

  33. [33]

    Vagnozzi, Phys

    S. Vagnozzi, Phys. Rev. D102, 023518 (2020), arXiv:1907.07569 [astro-ph.CO]

  34. [34]

    Visinelli, S

    L. Visinelli, S. Vagnozzi, and U. Danielsson, Symmetry 11, 1035 (2019), arXiv:1907.07953 [astro-ph.CO]

  35. [35]

    Di Valentino, A

    E. Di Valentino, A. Melchiorri, O. Mena, and S. Vagnozzi, Phys. Dark Univ.30, 100666 (2020), arXiv:1908.04281 [astro-ph.CO]

  36. [36]

    Di Valentino, A

    E. Di Valentino, A. Melchiorri, O. Mena, and S. Vagnozzi, Phys. Rev. D101, 063502 (2020), arXiv:1910.09853 [astro-ph.CO]

  37. [37]

    Krishnan, E

    C. Krishnan, E. ´O. Colg´ ain, Ruchika, A. A. Sen, M. M. Sheikh-Jabbari, and T. Yang, Phys. Rev. D102, 103525 (2020), arXiv:2002.06044 [astro-ph.CO]

  38. [38]

    Alestas, L

    G. Alestas, L. Kazantzidis, and L. Perivolaropoulos, Phys. Rev. D101, 123516 (2020), arXiv:2004.08363 [astro-ph.CO]

  39. [39]

    Jedamzik and L

    K. Jedamzik and L. Pogosian, Phys. Rev. Lett.125, 181302 (2020), arXiv:2004.09487 [astro-ph.CO]

  40. [40]

    Sekiguchi and T

    T. Sekiguchi and T. Takahashi, Phys. Rev. D103, 083507 (2021), arXiv:2007.03381 [astro-ph.CO]

  41. [41]

    Roy Choudhury, S

    S. Roy Choudhury, S. Hannestad, and T. Tram, JCAP 03, 084 (2021), arXiv:2012.07519 [astro-ph.CO]

  42. [42]

    Brinckmann, J

    T. Brinckmann, J. H. Chang, and M. LoVerde, Phys. Rev. D104, 063523 (2021), arXiv:2012.11830 [astro- ph.CO]

  43. [43]

    Gao, Z.-W

    L.-Y. Gao, Z.-W. Zhao, S.-S. Xue, and X. Zhang, JCAP 07, 005 (2021), arXiv:2101.10714 [astro-ph.CO]

  44. [44]

    Marra and L

    V. Marra and L. Perivolaropoulos, Phys. Rev. D104, L021303 (2021), arXiv:2102.06012 [astro-ph.CO]

  45. [45]

    M. G. Dainotti, B. De Simone, T. Schiavone, G. Mon- tani, E. Rinaldi, and G. Lambiase, Astrophys. J.912, 150 (2021), arXiv:2103.02117 [astro-ph.CO]

  46. [46]

    Krishnan, R

    C. Krishnan, R. Mohayaee, E. ´O. Colg´ ain, M. M. Sheikh-Jabbari, and L. Yin, Class. Quant. Grav.38, 184001 (2021), arXiv:2105.09790 [astro-ph.CO]

  47. [47]

    Cyr-Racine, F

    F.-Y. Cyr-Racine, F. Ge, and L. Knox, Phys. Rev. Lett. 128, 201301 (2022), arXiv:2107.13000 [astro-ph.CO]

  48. [48]

    L. A. Anchordoqui, E. Di Valentino, S. Pan, and W. Yang, JHEAp32, 28 (2021), arXiv:2107.13932 [astro-ph.CO]

  49. [49]

    Akarsu, S

    ¨O. Akarsu, S. Kumar, E. ¨Oz¨ ulker, and J. A. Vazquez, Phys. Rev. D104, 123512 (2021), arXiv:2108.09239 [astro-ph.CO]. 14

  50. [50]

    Ren, S.-F

    X. Ren, S.-F. Yan, Y. Zhao, Y.-F. Cai, and E. N. Sari- dakis, Astrophys. J.932, 131 (2022), arXiv:2203.01926 [astro-ph.CO]

  51. [51]

    Nojiri, S

    S. Nojiri, S. D. Odintsov, and V. K. Oikonomou, Nucl. Phys. B980, 115850 (2022), arXiv:2205.11681 [gr-qc]

  52. [52]

    Sch¨ oneberg and G

    N. Sch¨ oneberg and G. Franco Abell´ an, JCAP12, 001 (2022), arXiv:2206.11276 [astro-ph.CO]

  53. [53]

    Banerjee, M

    S. Banerjee, M. Petronikolou, and E. N. Saridakis, Phys. Rev. D108, 024012 (2023), arXiv:2209.02426 [gr- qc]

  54. [54]

    de S´ a, M

    R. de S´ a, M. Benetti, and L. L. Graef, Eur. Phys. J. Plus137, 1129 (2022), arXiv:2209.11476 [astro-ph.CO]

  55. [55]

    Akarsu, S

    O. Akarsu, S. Kumar, E. ¨Oz¨ ulker, J. A. Vazquez, and A. Yadav, Phys. Rev. D108, 023513 (2023), arXiv:2211.05742 [astro-ph.CO]

  56. [56]

    N. Lee, Y. Ali-Ha¨ ımoud, N. Sch¨ oneberg, and V. Poulin, Phys. Rev. Lett.130, 161003 (2023), arXiv:2212.04494 [astro-ph.CO]

  57. [57]

    Khodadi and M

    M. Khodadi and M. Schreck, Phys. Dark Univ.39, 101170 (2023), arXiv:2301.03883 [gr-qc]

  58. [58]

    Bernui, E

    A. Bernui, E. Di Valentino, W. Giar` e, S. Kumar, and R. C. Nunes, Phys. Rev. D107, 103531 (2023), arXiv:2301.06097 [astro-ph.CO]

  59. [59]

    Ben-Dayan and U

    I. Ben-Dayan and U. Kumar, JCAP12, 047 (2023), arXiv:2302.00067 [astro-ph.CO]

  60. [60]

    G´ omez-Valent, N

    A. G´ omez-Valent, N. E. Mavromatos, and J. Sol` a Per- acaula, Class. Quant. Grav.41, 015026 (2024), arXiv:2305.15774 [gr-qc]

  61. [61]

    Rathore, S

    Ruchika, H. Rathore, S. Roy Choudhury, and V. Rentala, JCAP06, 056 (2024), arXiv:2306.05450 [astro-ph.CO]

  62. [62]

    S. A. Adil, ¨O. Akarsu, E. Di Valentino, R. C. Nunes, E. ¨Oz¨ ulker, A. A. Sen, and E. Specogna, Phys. Rev. D 109, 023527 (2024), arXiv:2306.08046 [astro-ph.CO]

  63. [63]

    Frion, D

    E. Frion, D. Camarena, L. Giani, T. Miranda, D. Bertacca, V. Marra, and O. F. Piattella, (2023), 10.21105/astro.2307.06320, arXiv:2307.06320 [astro-ph.CO]

  64. [64]

    G´ omez-Valent, A

    A. G´ omez-Valent, A. Favale, M. Migliaccio, and A. A. Sen, Phys. Rev. D109, 023525 (2024), arXiv:2309.07795 [astro-ph.CO]

  65. [65]

    Akarsu, E

    ¨O. Akarsu, E. ´O. Colg´ ain, A. A. Sen, and M. M. Sheikh- Jabbari, Universe10, 305 (2024), arXiv:2402.04767 [astro-ph.CO]

  66. [66]

    Giar` e, Y

    W. Giar` e, Y. Zhai, S. Pan, E. Di Valentino, R. C. Nunes, and C. van de Bruck, Phys. Rev. D110, 063527 (2024), arXiv:2404.02110 [astro-ph.CO]

  67. [67]

    G. P. Lynch, L. Knox, and J. Chluba, Phys. Rev. D 110, 063518 (2024), arXiv:2404.05715 [astro-ph.CO]

  68. [68]

    Giar` e, M

    W. Giar` e, M. A. Sabogal, R. C. Nunes, and E. Di Valentino, Phys. Rev. Lett.133, 251003 (2024), arXiv:2404.15232 [astro-ph.CO]

  69. [69]

    G. P. Lynch, L. Knox, and J. Chluba, Phys. Rev. D 110, 083538 (2024), arXiv:2406.10202 [astro-ph.CO]

  70. [70]

    Y. Toda, W. Giar` e, E. ¨Oz¨ ulker, E. Di Valentino, and S. Vagnozzi, Phys. Dark Univ.46, 101676 (2024), arXiv:2407.01173 [astro-ph.CO]

  71. [71]

    Nozari, S

    K. Nozari, S. Saghafi, and M. Hajebrahimi, Phys. Dark Univ.46, 101571 (2024), arXiv:2407.01961 [gr-qc]

  72. [72]

    L. A. Escamilla, D. Fiorucci, G. Montani, and E. Di Valentino, Phys. Dark Univ.46, 101652 (2024), arXiv:2408.04354 [astro-ph.CO]

  73. [73]

    Roy Choudhury and T

    S. Roy Choudhury and T. Okumura, Astrophys. J. Lett. 976, L11 (2024), arXiv:2409.13022 [astro-ph.CO]

  74. [74]

    S. H. Mirpoorian, K. Jedamzik, and L. Pogosian, Phys. Rev. D111, 083519 (2025), arXiv:2411.16678 [astro- ph.CO]

  75. [75]

    Li, G.-H

    T.-N. Li, G.-H. Du, Y.-H. Li, P.-J. Wu, S.-J. Jin, J.-F. Zhang, and X. Zhang, Sci. China Phys. Mech. Astron. 69, 210413 (2026), arXiv:2501.07361 [astro-ph.CO]

  76. [76]

    N. Lee, M. Braglia, and Y. Ali-Ha¨ ımoud, Phys. Rev. D 112, 083506 (2025), arXiv:2504.07966 [astro-ph.CO]

  77. [77]

    E. M. Teixeira, W. Giar` e, N. B. Hogg, T. Montandon, A. Poudou, and V. Poulin, Phys. Rev. D112, 023515 (2025), arXiv:2504.10464 [astro-ph.CO]

  78. [78]

    Y.-Y. Wang, L. Lei, S.-P. Tang, and Y.-Z. Fan, JCAP 01, 009 (2026), arXiv:2508.19081 [astro-ph.CO]

  79. [79]

    Zhang, T.-N

    Y.-M. Zhang, T.-N. Li, G.-H. Du, S.-H. Zhou, L.- Y. Gao, J.-F. Zhang, and X. Zhang, (2025), arXiv:2510.12627 [astro-ph.CO]

  80. [80]

    Kumar, Phys

    S. Kumar, Phys. Dark Univ.52, 102248 (2026), arXiv:2512.19000 [astro-ph.CO]

Showing first 80 references.