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arxiv: 2606.19449 · v1 · pith:TLU5LJOCnew · submitted 2026-06-17 · 🌌 astro-ph.CO · astro-ph.GA

A self-consistent analytical model for both the photoionization rate and reionization history

Pith reviewed 2026-06-26 19:40 UTC · model grok-4.3

classification 🌌 astro-ph.CO astro-ph.GA
keywords reionizationphotoionization rateanalytical modelEpoch of ReionizationLyman-alpha forestradiative transferionized fractioncosmology
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The pith

A new analytical model self-consistently computes the reionization history and the photoionization rate from the radiative transfer equation.

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

The paper develops an analytical formalism based on the cosmological radiative transfer equation to predict both the reionization history, given by the ionized fraction x_i, and the photoionization rate Gamma_HI in a self-consistent manner. Previous models often treated only the reionization history, but this approach incorporates observables like the Lyman-alpha forest that constrain Gamma_HI indirectly. The model is validated against radiative transfer simulations, achieving percent-level accuracy in x_i and 20-30% accuracy in Gamma_HI at redshifts less than or equal to 6. This accuracy is comparable to current observational uncertainties, allowing the model to be used for interpreting data on the ionizing output of high-redshift galaxies and the endpoint of reionization.

Core claim

The authors derive and present a self-consistent analytical model for both x_i(z) and Gamma_HI(z) based on the cosmological radiative transfer equation. When tested against detailed radiative transfer simulations, the model reproduces x_i to within a few percent and Gamma_HI to within 20-30% at z less than or equal to 6. The model demonstrates that modest changes in the ionizing photon production or reionization end point produce larger variations in Gamma_HI than the model's intrinsic uncertainty.

What carries the argument

The self-consistent analytical formalism derived from the cosmological radiative transfer equation, which solves simultaneously for the ionized fraction and the photoionization rate.

If this is right

  • The model enables Bayesian inference on reionization parameters using both direct and indirect observables.
  • Gamma_HI at 5 to 6 is highly sensitive to the tail of reionization, providing tight constraints.
  • Variations in galaxy ionizing output lead to observable differences in Gamma_HI beyond model error.
  • The approach can be used to interpret existing Lyman-alpha forest data.

Where Pith is reading between the lines

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

  • This framework could be extended to include additional reionization observables for even tighter constraints.
  • Improved modeling of inhomogeneous sources might reduce the 20-30% uncertainty in Gamma_HI further.
  • Application to future surveys could refine the timeline of reionization.

Load-bearing premise

The analytical approximations from the radiative transfer equation remain valid at the tail end of reionization without needing corrections for inhomogeneous sources or sinks.

What would settle it

A comparison with simulations or observations where the predicted Gamma_HI deviates by more than 30% from the measured value at z around 5 to 6 would indicate the model's accuracy claim does not hold.

read the original abstract

Recent developments at the intersection of cosmology and astrophysics have highlighted the need for improved analytical models of observables that probe the Epoch of Reionization. With few exceptions, fast analytical treatments of reionization suitable for use in Bayesian inference have been limited to modeling the reionization history, $x_i(z)$. Such models cannot take full advantage of observables that constrain $x_i$ indirectly. One such observable is the photoionization rate of neutral hydrogen, $\Gamma_{\rm HI}(z)$, which can be inferred from the mean transmission of the Lyman-$\alpha$ forest of high-redshift quasars and galaxies. It has been shown by several prior works that the evolution of $\Gamma_{\rm HI}$ at $5 \lesssim z \lesssim 6$ is highly sensitive to the tail end of reionization, potentially providing a tight astrophysical constraint on the reionization timeline. We present a new analytical formalism, based on the cosmological radiative transfer equation, that self-consistently predicts $x_i$ and $\Gamma_{\rm HI}$. We test our model against detailed radiative transfer simulations and find it to be percent-level accurate in $x_i$ and $20-30\%$ accurate in $\Gamma_{\rm HI}$ at $z \lesssim 6$ - better than or comparable to existing observational uncertainties. Finally, we demonstrate that modest shifts in the ionizing photon output of high-redshift galaxies and/or the endpoint of reionization lead to differences in $\Gamma_{\rm HI}$ much larger that the model's intrinsic uncertainty, highlighting its utility for interpreting existing data. We explore the origin of modeling uncertainty in $\Gamma_{\rm HI}$ and comment on future pathways for improvement.

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

0 major / 1 minor

Summary. The paper presents a new analytical formalism derived from the cosmological radiative transfer equation that self-consistently predicts both the ionized hydrogen fraction x_i(z) and the photoionization rate Gamma_HI(z). The model is validated against detailed radiative transfer simulations, achieving percent-level accuracy in x_i and 20-30% accuracy in Gamma_HI at z ≲ 6. It further shows that differences in Gamma_HI arising from modest changes in ionizing photon output or reionization endpoint exceed the model's intrinsic uncertainty, and explores sources of modeling uncertainty in Gamma_HI.

Significance. If the reported accuracies hold under independent validation, the model supplies a fast, self-consistent analytical tool suitable for Bayesian inference on reionization observables, including indirect constraints from the Lyman-alpha forest. The claim that model uncertainty is smaller than effects from plausible astrophysical variations supports its utility for interpreting existing data at 5 ≲ z ≲ 6.

minor comments (1)
  1. [Abstract] The abstract states percent-level accuracy in x_i without specifying the precise error metric (e.g., mean fractional error) or the exact redshift bins used in the comparison.

Simulated Author's Rebuttal

0 responses · 0 unresolved

We thank the referee for their positive review of our manuscript and their recommendation to accept. We are pleased that the reported accuracies and the model's utility for interpreting reionization observables at 5 ≲ z ≲ 6 are viewed favorably.

Circularity Check

0 steps flagged

Derivation from radiative transfer equation with external simulation validation

full rationale

The paper states its model is derived from the cosmological radiative transfer equation and self-consistently yields both x_i(z) and Gamma_HI(z). It reports direct validation against independent radiative transfer simulations with percent-level accuracy in x_i and 20-30% accuracy in Gamma_HI at z ≲ 6. No load-bearing steps reduce by construction to fitted inputs, self-citations, or ansatzes imported from the authors' prior work. The external simulation tests provide independent falsifiability outside any fitted values in the present paper, making the central claim self-contained.

Axiom & Free-Parameter Ledger

0 free parameters · 1 axioms · 0 invented entities

Abstract-only review prevents identification of specific free parameters or ad-hoc assumptions; the central claim rests on the standard cosmological radiative transfer equation and the validity of the derived analytical approximations.

axioms (1)
  • standard math The cosmological radiative transfer equation governs the evolution of the ionizing background and ionized fraction.
    Invoked as the basis for the new formalism in the abstract.

pith-pipeline@v0.9.1-grok · 5865 in / 1284 out tokens · 19713 ms · 2026-06-26T19:40:20.096795+00:00 · methodology

discussion (0)

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Reference graph

Works this paper leans on

170 extracted references · 60 linked inside Pith

  1. [1]

    Furlanetto, S.P

    S.R. Furlanetto, S.P. Oh and F.H. Briggs,Cosmology at low frequencies: The 21 cm transition and the high-redshift Universe,Physical Reports433(2006) 181 [astro-ph/0608032]

  2. [2]

    Robertson, R.S

    B.E. Robertson, R.S. Ellis, S.R. Furlanetto and J.S. Dunlop,Cosmic Reionization and Early Star-forming Galaxies: A Joint Analysis of New Constraints from Planck and the Hubble Space Telescope,The Astrophysical Journal Letters802(2015) L19 [1502.02024]

  3. [3]

    Finkelstein, A

    S.L. Finkelstein, A. D’Aloisio, J.-P. Paardekooper, J. Ryan, Russell, P. Behroozi, K. Finlator et al.,Conditions for Reionizing the Universe with a Low Galaxy Ionizing Photon Escape Fraction,The Astrophysical Journal879(2019) 36 [1902.02792]

  4. [4]

    Hu and G.P

    W. Hu and G.P. Holder,Model-independent reionization observables in the CMB,Phys. Rev. D68(2003) 023001 [astro-ph/0303400]

  5. [5]

    Gnedin,Reionization, Sloan, and WMAP: Is the Picture Consistent?,The Astrophysical Journal610(2004) 9 [astro-ph/0403699]

    N.Y. Gnedin,Reionization, Sloan, and WMAP: Is the Picture Consistent?,The Astrophysical Journal610(2004) 9 [astro-ph/0403699]. – 22 –

  6. [6]

    Sailer, G.S

    N. Sailer, G.S. Farren, S. Ferraro and M. White,Addressing Tensions inΛCDM Cosmology by an Increase in the Optical Depth to Reionization,Phys. Rev. Lett.136(2026) 081002 [2504.16932]

  7. [7]

    Fan, M.A

    X. Fan, M.A. Strauss, R.H. Becker, R.L. White, J.E. Gunn, G.R. Knapp et al.,Constraining the Evolution of the Ionizing Background and the Epoch of Reionization with z~6 Quasars. II. A Sample of 19 Quasars,The Astronomical Journal132(2006) 117 [astro-ph/0512082]

  8. [8]

    McGreer, A

    I.D. McGreer, A. Mesinger and V. D’Odorico,Model-independent evidence in favour of an end to reionization by z≈6,Monthly Notices of the Royal Astronomical Society447(2015) 499 [1411.5375]

  9. [9]

    Becker, J.S

    G.D. Becker, J.S. Bolton, P. Madau, M. Pettini, E.V. Ryan-Weber and B.P. Venemans, Evidence of patchy hydrogen reionization from an extreme Lyαtrough below redshift six, MNRAS447(2015) 3402 [1407.4850]

  10. [10]

    Becker, A

    G.D. Becker, A. D’Aloisio, H.M. Christenson, Y. Zhu, G. Worseck and J.S. Bolton,The mean free path of ionizing photons at 5 < z < 6: evidence for rapid evolution near reionization, Monthly Notices of the Royal Astronomical Society508(2021) 1853 [2103.16610]

  11. [11]

    Bosman, F.B

    S.E.I. Bosman, F.B. Davies, G.D. Becker, L.C. Keating, R.L. Davies, Y. Zhu et al.,Hydrogen reionization ends by z = 5.3: Lyman-αoptical depth measured by the XQR-30 sample, Monthly Notices of the Royal Astronomical Society514(2022) 55 [2108.03699]

  12. [12]

    Gaikwad, M.G

    P. Gaikwad, M.G. Haehnelt, F.B. Davies, S.E.I. Bosman, M. Molaro, G. Kulkarni et al., Measuring the photoionization rate, neutral fraction, and mean free path of H I ionizing photons at 4.9≤z≤6.0 from a large sample of XShooter and ESI spectra,Monthly Notices of the Royal Astronomical Society525(2023) 4093 [2304.02038]

  13. [13]

    Zhu, G.D

    Y. Zhu, G.D. Becker, S.E.I. Bosman, C. Cain, L.C. Keating, F. Nasir et al.,Damping wing-like features in the stacked Lyαforest: Potential neutral hydrogen islands at z < 6, Monthly Notices of the Royal Astronomical Society(2024) [2405.12275]

  14. [14]

    Spina, S.E.I

    B. Spina, S.E.I. Bosman, F.B. Davies, P. Gaikwad and Y. Zhu,Damping wings in the Lyman-αforest: A model-independent measurement of the neutral fraction at 5.4 < z < 6.1, Astronomy and Astrophysics688(2024) L26 [2405.12273]

  15. [15]

    Davies, J.F

    F.B. Davies, J.F. Hennawi, E. Bañados, Z. Lukić, R. Decarli, X. Fan et al.,Quantitative constraints on the reionization history from the IGM damping wing signature in two quasars atz >7,The Astrophysical Journal864(2018) 142

  16. [16]

    Greig, A

    B. Greig, A. Mesinger, E. Bañados, G.D. Becker, S.E.I. Bosman, H. Chen et al.,IGM damping wing constraints on the tail end of reionization from the enlarged XQR-30 sample, Monthly Notices of the Royal Astronomical Society530(2024) 3208 [2404.12585]

  17. [17]

    Hennawi, T

    J.F. Hennawi, T. Kist, F.B. Davies and J. Tamanas,Precisely measuring the cosmic reionization history from IGM damping wings towards quasars,Monthly Notices of the Royal Astronomical Society539(2025) 2621 [2406.12070]

  18. [18]

    Umeda, M

    H. Umeda, M. Ouchi, K. Nakajima, Y. Harikane, Y. Ono, Y. Xu et al.,JWST Measurements of Neutral Hydrogen Fractions and Ionized Bubble Sizes at z = 7-12 Obtained with Lyα Damping Wing Absorptions in 27 Bright Continuum Galaxies,The Astrophysical Journal971 (2024) 124 [2306.00487]

  19. [19]

    Mason, T

    C.A. Mason, T. Treu, S. de Barros, M. Dijkstra, A. Fontana, A. Mesinger et al.,Beacons into the Cosmic Dark Ages: Boosted Transmission of Lyαfrom UV Bright Galaxies at z≳7,The Astrophysical Journal Letters857(2018) L11 [1801.01891]

  20. [20]

    Nakane, M

    M. Nakane, M. Ouchi, K. Nakajima, Y. Harikane, Y. Ono, H. Umeda et al.,LyαEmission at z = 7–13: Clear Evolution of LyαEquivalent Width Indicating a Late Cosmic Reionization History,The Astrophysical Journal967(2024) 28 [2312.06804]. – 23 –

  21. [21]

    Kageura, M

    Y. Kageura, M. Ouchi, M. Nakane, H. Umeda, Y. Harikane, S. Yoshiura et al.,Census of Lyα Emission from∼600 Galaxies at z = 5-14: Evolution of the LyαLuminosity Function and a Late Sharp Cosmic Reionization,The Astrophysical Journal Supplement278(2025) 33 [2501.05834]

  22. [22]

    Adams, C.J

    N.J. Adams, C.J. Conselice, D. Austin, T. Harvey, L. Ferreira, J. Trussler et al.,EPOCHS. II. The Ultraviolet Luminosity Function from 7.5 < z < 13.5 Using 180 arcmin2 of Deep, Blank Fields from the PEARLS Survey and Public JWST Data,The Astrophysical Journal965 (2024) 169 [2304.13721]

  23. [23]

    Donnan, R.J

    C.T. Donnan, R.J. McLure, J.S. Dunlop, D.J. McLeod, D. Magee, K.Z. Arellano-Córdova et al.,JWST PRIMER: A new multi-field determination of the evolving galaxy UV luminosity function at redshifts z≈9 - 15,Monthly Notices of the Royal Astronomical Society(2024) [2403.03171]

  24. [24]

    Finkelstein, G.C.K

    S.L. Finkelstein, G.C.K. Leung, M.B. Bagley, M. Dickinson, H.C. Ferguson, C. Papovich et al.,The Complete CEERS Early Universe Galaxy Sample: A Surprisingly Slow Evolution of the Space Density of Bright Galaxies at z∼8.5–14.5,The Astrophysical Journal Letters 969(2024) L2 [2311.04279]

  25. [25]

    H. Atek, I. Chemerynska, L.J. Furtak, J. Richard, J. Chisholm, V. Kokorev et al.,A GLIMPSE of the 99%: a census of the faintest galaxies during the epoch reionization and its implications for galaxy formation models,arXiv e-prints(2026) arXiv:2604.23823 [2604.23823]

  26. [26]

    Simmonds, A

    C. Simmonds, A. Verhamme, A.K. Inoue, H. Katz, T. Garel and S. De Barros,The impact of nebular Lyman-Continuum on ionizing photons budget and escape fractions from galaxies, Monthly Notices of the Royal Astronomical Society530(2024) 2133 [2402.04052]

  27. [27]

    Reichardt, S

    C.L. Reichardt, S. Patil, P.A.R. Ade, A.J. Anderson, J.E. Austermann, J.S. Avva et al.,An Improved Measurement of the Secondary Cosmic Microwave Background Anisotropies from the SPT-SZ + SPTpol Surveys,The Astrophysical Journal908(2021) 199 [2002.06197]

  28. [28]

    Raghunathan, P.A.R

    S. Raghunathan, P.A.R. Ade, A.J. Anderson, B. Ansarinejad, M. Archipley, J.E. Austermann et al.,First Constraints on the Epoch of Reionization Using the Non-Gaussianity of the Kinematic Sunyaev-Zel’dovich Effect from the South Pole Telescope and Herschel-SPIRE Observations,Phys. Rev. Lett.133(2024) 121004 [2403.02337]

  29. [29]

    Beringue, K.M

    B. Beringue, K.M. Surrao, J.C. Hill, Z. Atkins, N. Battaglia, B. Bolliet et al.,The Atacama Cosmology Telescope: DR6 power spectrum foreground model and validation,Journal of Cosmology and Astroparticle Physics2025(2025) 082 [2506.06274]. [30]SPT-3Gcollaboration,SPT-3G D1: A Measurement of Secondary Cosmic Microwave Background Anisotropy Power,2601.20551

  30. [30]

    Abdurashidova, J.E

    Z. Abdurashidova, J.E. Aguirre, P. Alexander, Z.S. Ali, Y. Balfour, A.P. Beardsley et al., First Results from HERA Phase I: Upper Limits on the Epoch of Reionization 21 cm Power Spectrum,The Astrophysical Journal925(2022) 221 [2108.02263]

  31. [31]

    Abdurashidova, J.E

    Z. Abdurashidova, J.E. Aguirre, P. Alexander, Z.S. Ali, Y. Balfour, R. Barkana et al.,HERA Phase I Limits on the Cosmic 21 cm Signal: Constraints on Astrophysics and Cosmology during the Epoch of Reionization,The Astrophysical Journal924(2022) 51 [2108.07282]

  32. [32]

    Abdurashidova, T

    HERA Collaboration, Z. Abdurashidova, T. Adams, J.E. Aguirre, P. Alexander, Z.S. Ali et al., Improved Constraints on the 21 cm EoR Power Spectrum and the X-Ray Heating of the IGM with HERA Phase I Observations,The Astrophysical Journal945(2023) 124 [2210.04912]

  33. [33]

    Trott, C.D

    C.M. Trott, C.D. Nunhokee, D. Null, N. Barry, Y. Qin, R.B. Wayth et al.,Improved limits on the 21cm signal at z=6.5-7.0 with the MWA using Gaussian information,arXiv e-prints (2025) arXiv:2508.04164 [2508.04164]. – 24 –

  34. [34]

    Sims, H.T.J

    P.H. Sims, H.T.J. Bevins, A. Fialkov, D. Anstey, W.J. Handley, S. Heimersheim et al.,Rapid and late cosmic reionization driven by massive galaxies: a joint analysis of constraints from 21-cm, Lyman line, and CMB data sets,Monthly Notices of the Royal Astronomical Society 544(2025) 3856 [2504.09725]

  35. [35]

    Abdurashidova, T

    Z. Abdurashidova, T. Adams, J.E. Aguirre, R. Baartman, R. Barkana, L.M. Berkhout et al., First Results from HERA Phase II,The Astrophysical Journal998(2026) 33 [2511.21289]

  36. [36]

    Trebitsch, J

    M. Trebitsch, J. Blaizot, J. Rosdahl, J. Devriendt and A. Slyz,Fluctuating feedback-regulated escape fraction of ionizing radiation in low-mass, high-redshift galaxies,Monthly Notices of the Royal Astronomical Society470(2017) 224 [1705.00941]

  37. [37]

    Rosdahl, J

    J. Rosdahl, J. Blaizot, H. Katz, T. Kimm, T. Garel, M. Haehnelt et al.,LyC escape from SPHINX galaxies in the Epoch of Reionization,Monthly Notices of the Royal Astronomical Society515(2022) 2386 [2207.03232]

  38. [38]

    Gnedin,Effect of Reionization on Structure Formation in the Universe,The Astrophysical Journal542(2000) 535 [astro-ph/0002151]

    N.Y. Gnedin,Effect of Reionization on Structure Formation in the Universe,The Astrophysical Journal542(2000) 535 [astro-ph/0002151]

  39. [39]

    Shapiro, I.T

    P.R. Shapiro, I.T. Iliev and A.C. Raga,Photoevaporation of cosmological minihaloes during reionization,Monthly Notices of the Royal Astronomical Society348(2004) 753 [http://oup.prod.sis.lan/mnras/article-pdf/348/3/753/4103465/348-3-753.pdf]

  40. [40]

    Iliev, P.R

    I.T. Iliev, P.R. Shapiro and A.C. Raga,Minihalo photoevaporation during cosmic reionization: evaporation times and photon consumption rates,Monthly Notices of the Royal Astronomical Society361(2005) 405 [http://oup.prod.sis.lan/mnras/article-pdf/361/2/405/18655918/361-2-405.pdf]

  41. [41]

    Park, P.R

    H. Park, P.R. Shapiro, J.-h. Choi, N. Yoshida, S. Hirano and K. Ahn,The Hydrodynamic Feedback of Cosmic Reionization on Small-scale Structures and Its Impact on Photon Consumption During the Epoch of Reionization,ApJ831(2016) 86 [1602.06472]

  42. [42]

    D’Aloisio, M

    A. D’Aloisio, M. McQuinn, H. Trac, C. Cain and A. Mesinger,Hydrodynamic response of the intergalactic medium to reionization,The Astrophysical Journal898(2020) 149

  43. [43]

    Alvarez and T

    M.A. Alvarez and T. Abel,The Effect of Absorption Systems on Cosmic Reionization,The Astrophysical Journal747(2012) 126 [1003.6132]

  44. [44]

    Iliev, G

    I.T. Iliev, G. Mellema, K. Ahn, P.R. Shapiro, Y. Mao and U.-L. Pen,Simulating cosmic reionization: how large a volume is large enough?,Monthly Notices of the Royal Astronomical Society439(2014) 725 [1310.7463]

  45. [45]

    H.D. Kaur, N. Gillet and A. Mesinger,Minimum size of 21-cm simulations,Monthly Notices of the Royal Astronomical Society495(2020) 2354 [2004.06709]

  46. [46]

    Y. Qin, A. Mesinger, D. Prelogović, G. Becker, M. Bischetti, S. Bosman et al.,Percent-level timing of reionisation: Self-consistent, implicit-likelihood inference from XQR-30+ Lyαforest data,Publ. Astron. Soc. Aust.42(2025) e049 [2412.00799]

  47. [47]

    Choudhury and A

    T.R. Choudhury and A. Chakraborty,Capturing small-scale reionization physics: A sub-grid model for photon sinks with SCRIPT,Journal of Cosmology and Astroparticle Physics2025 (2025) 114 [2504.03384]

  48. [48]

    Gnedin,Cosmic Reionization on Computers

    N.Y. Gnedin,Cosmic Reionization on Computers. I. Design and Calibration of Simulations, The Astrophysical Journal793(2014) 29 [1403.4245]

  49. [49]

    Ocvirk, N

    P. Ocvirk, N. Gillet, P.R. Shapiro, D. Aubert, I.T. Iliev, R. Teyssier et al.,Cosmic Dawn (CoDa): the First Radiation-Hydrodynamics Simulation of Reionization and Galaxy Formation in the Local Universe,Monthly Notices of the Royal Astronomical Society463 (2016) 1462 [1511.00011]. – 25 –

  50. [50]

    Rosdahl, H

    J. Rosdahl, H. Katz, J. Blaizot, T. Kimm, L. Michel-Dansac, T. Garel et al.,The SPHINX cosmological simulations of the first billion years: the impact of binary stars on reionization, Monthly Notices of the Royal Astronomical Society479(2018) 994 [1801.07259]

  51. [51]

    Kannan, E

    R. Kannan, E. Garaldi, A. Smith, R. Pakmor, V. Springel, M. Vogelsberger et al.,Introducing the THESAN project: radiation-magnetohydrodynamic simulations of the epoch of reionization,Monthly Notices of the Royal Astronomical Society511(2022) 4005 [2110.00584]

  52. [52]

    Madau, F

    P. Madau, F. Haardt and M.J. Rees,Radiative Transfer in a Clumpy Universe. III. The Nature of Cosmological Ionizing Sources,The Astrophysical Journal514(1999) 648 [astro-ph/9809058]

  53. [53]

    Furlanetto, M

    S.R. Furlanetto, M. Zaldarriaga and L. Hernquist,The Growth of H II Regions During Reionization,The Astrophysical Journal613(2004) 1 [astro-ph/0403697]

  54. [54]

    Bolton and M.G

    J.S. Bolton and M.G. Haehnelt,The observed ionization rate of the intergalactic medium and the ionizing emissivity at z >= 5: evidence for a photon-starved and extended epoch of reionization,Monthly Notices of the Royal Astronomical Society382(2007) 325 [astro-ph/0703306]

  55. [55]

    Madau,Cosmic Reionization after Planck and before JWST: An Analytic Approach,The Astrophysical Journal851(2017) 50 [1710.07636]

    P. Madau,Cosmic Reionization after Planck and before JWST: An Analytic Approach,The Astrophysical Journal851(2017) 50 [1710.07636]

  56. [56]

    McQuinn and A

    M. McQuinn and A. D’Aloisio,The observable 21cm signal from reionization may be perturbative,JCAP2018(2018) 016 [1806.08372]

  57. [57]

    N. Chen, A. Doussot, H. Trac and R. Cen,SCORCH. III. Analytical Models of Reionization with Varying Clumping Factors,The Astrophysical Journal905(2020) 132 [2004.07854]

  58. [58]

    Mesinger and S

    A. Mesinger and S. Furlanetto,Efficient Simulations of Early Structure Formation and Reionization,The Astrophysical Journal669(2007) 663 [0704.0946]

  59. [59]

    Choudhury and A

    T.R. Choudhury and A. Paranjape,Photon number conservation and the large-scale 21 cm power spectrum in seminumerical models of reionization,Monthly Notices of the Royal Astronomical Society481(2018) 3821 [https://academic.oup.com/mnras/article-pdf/481/3/3821/25844366/sty2551.pdf]

  60. [60]

    H. Trac, N. Chen, I. Holst, M.A. Alvarez and R. Cen,AMBER: A Semi-numerical Abundance Matching Box for the Epoch of Reionization,The Astrophysical Journal927(2022) 186 [2109.10375]

  61. [61]

    Muñoz,An effective model for the cosmic-dawn 21-cm signal,Monthly Notices of the Royal Astronomical Society523(2023) 2587 [2302.08506]

    J.B. Muñoz,An effective model for the cosmic-dawn 21-cm signal,Monthly Notices of the Royal Astronomical Society523(2023) 2587 [2302.08506]

  62. [62]

    McQuinn, S.P

    M. McQuinn, S.P. Oh and C.-A. Faucher-Giguère,ON LYMAN-LIMIT SYSTEMS AND THE EVOLUTION OF THE INTERGALACTIC IONIZING BACKGROUND,The Astrophysical Journal743(2011) 82

  63. [63]

    Rahmati, A.H

    A. Rahmati, A.H. Pawlik, M. Raicevic and J. Schaye,On the evolution of the hi column density distribution in cosmological simulations,Monthly Notices of the Royal Astronomical Society430(2013) 2427 [https://academic.oup.com/mnras/article-pdf/430/3/2427/4934735/stt066.pdf]

  64. [64]

    Crighton, M.T

    N.H.M. Crighton, M.T. Murphy, J.X. Prochaska, G. Worseck, M. Rafelski, G.D. Becker et al., The neutral hydrogen cosmological mass density at z = 5,Monthly Notices of the Royal Astronomical Society452(2015) 217 [1506.02037]

  65. [65]

    Robertson, S.R

    B.E. Robertson, S.R. Furlanetto, E. Schneider, S. Charlot, R.S. Ellis, D.P. Stark et al.,New Constraints on Cosmic Reionization from the 2012 Hubble Ultra Deep Field Campaign,The Astrophysical Journal768(2013) 71 [1301.1228]. – 26 –

  66. [66]

    Muñoz, J

    J.B. Muñoz, J. Mirocha, J. Chisholm, S.R. Furlanetto and C. Mason,Reionization after JWST: a photon budget crisis?,Monthly Notices of the Royal Astronomical Society535 (2024) L37 [2404.07250]

  67. [67]

    Kulkarni, L.C

    G. Kulkarni, L.C. Keating, M.G. Haehnelt, S.E.I. Bosman, E. Puchwein, J. Chardin et al., Large Lyαopacity fluctuations and low CMBτin models of late reionization with large islands of neutral hydrogen extending to z < 5.5,Monthly Notices of the Royal Astronomical Society485(2019) L24 [1809.06374]

  68. [68]

    Keating, L.H

    L.C. Keating, L.H. Weinberger, G. Kulkarni, M.G. Haehnelt, J. Chardin and D. Aubert,Long troughs in the Lyman-αforest below redshift 6 due to islands of neutral hydrogen,Monthly Notices of the Royal Astronomical Society491(2020) 1736 [1905.12640]

  69. [69]

    Keating, G

    L.C. Keating, G. Kulkarni, M.G. Haehnelt, J. Chardin and D. Aubert,Constraining the second half of reionization with the Lyβforest,Monthly Notices of the Royal Astronomical Society497(2020) 906 [1912.05582]

  70. [70]

    Nasir and A

    F. Nasir and A. D’Aloisio,Observing the tail of reionization: neutral islands in the z - 5.5 lyman-αforest,Monthly Notices of the Royal Astronomical Society494(2020) 3080–3094

  71. [71]

    Y. Qin, A. Mesinger, S.E.I. Bosman and M. Viel,Reionization and galaxy inference from the high-redshift Lyαforest,Monthly Notices of the Royal Astronomical Society506(2021) 2390 [https://academic.oup.com/mnras/article-pdf/506/2/2390/39136191/stab1833.pdf]

  72. [72]

    Choudhury, A

    T.R. Choudhury, A. Paranjape and S.E.I. Bosman,Studying the Lymanαoptical depth fluctuations at z∼5.5 using fast semi-numerical methods,Monthly Notices of the Royal Astronomical Society501(2021) 5782 [2003.08958]

  73. [73]

    C. Cain, G. Lopez, A. D’Aloisio, J.B. Muñoz, R.A. Jansen, R.A. Windhorst et al.,Chasing the Beginning of Reionization in the JWST Era,The Astrophysical Journal980(2025) 83 [2409.02989]

  74. [74]

    Prochaska, G

    J.X. Prochaska, G. Worseck and J.M. O’Meara,A Direct Measurement of the Intergalactic Medium Opacity to H I Ionizing Photons,The Astrophysical Journal Letters705(2009) L113 [0910.0009]

  75. [75]

    Worseck, J.X

    G. Worseck, J.X. Prochaska, J.M. O’Meara, G.D. Becker, S.L. Ellison, S. Lopez et al.,The Giant Gemini GMOS survey of zem > 4.4 quasars - I. Measuring the mean free path across cosmic time,Monthly Notices of the Royal Astronomical Society445(2014) 1745 [1402.4154]

  76. [76]

    C. Cain, A. D’Aloisio, N. Gangolli and G.D. Becker,A Short Mean Free Path at z = 6 Favors Late and Rapid Reionization by Faint Galaxies,The Astrophysical Journal Letters917(2021) L37 [2105.10511]

  77. [77]

    Garaldi, R

    E. Garaldi, R. Kannan, A. Smith, V. Springel, R. Pakmor, M. Vogelsberger et al.,The THESAN project: properties of the intergalactic medium and its connection to reionization-era galaxies,Monthly Notices of the Royal Astronomical Society(2022) [2110.01628]

  78. [78]

    Lewis, P

    J.S.W. Lewis, P. Ocvirk, J.G. Sorce, Y. Dubois, D. Aubert, L. Conaboy et al.,The short ionizing photon mean free path at z = 6 in Cosmic Dawn III, a new fully coupled radiation-hydrodynamical simulation of the Epoch of Reionization,Monthly Notices of the Royal Astronomical Society516(2022) 3389 [2202.05869]

  79. [79]

    Zhu, G.D

    Y. Zhu, G.D. Becker, H.M. Christenson, A. D’Aloisio, S.E.I. Bosman, T. Bakx et al.,Probing Ultralate Reionization: Direct Measurements of the Mean Free Path over 5 < z < 6,The Astrophysical Journal955(2023) 115 [2308.04614]

  80. [80]

    Becker, J.S

    G.D. Becker, J.S. Bolton, M.G. Haehnelt and W.L.W. Sargent,Detection of extended He II reionization in the temperature evolution of the intergalactic medium,Monthly Notices of the Royal Astronomical Society410(2011) 1096 [1008.2622]. – 27 –

Showing first 80 references.