REVIEW 3 major objections 4 minor 66 references
Characterising the epoch of reionisation using the cross-correlation of the kSZ effect and CMB lensing
T0 review · 3 major / 4 minor · reviewed 2026-08-06 · deepseek-v4-flash
Pith's one-line read The paper claims that cross-correlating the squared, filtered kSZ temperature field with the CMB lensing potential yields a reionisation-sensitive signal, detectable at $S/N\simeq50$ by a futuristic CMB experiment and at $S/N\simeq2$-$3$…
desk verdict New K-phi cross-correlation is a real, well-executed proposal for a reionisation probe, but its headline detectability rests on foreground mitigation that the paper itself does not validate. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The machinery is the kSZ-squared estimator $K(\hat n)$, defined as the square of the CMB temperature filtered in Fourier space by $W_l=\sqrt{C_l^{\rm kSZ}/\tilde C_l^{TT}}$ with reconstruction noise $N_L^{KK}$, together with the CMB lensing potential $\phi$, reconstructed by quadratic estimators from CMB temperature and polarization. Their cross-spectrum $C_L^{K\phi}$ is a CMB trispectrum. The signal is interpreted through the approximate relation $C_L^{K\phi}\sim\langle v_r^2\rangle\langle\delta_e\delta_e\phi\rangle\sim\langle v_r^2\rangle\langle\delta_e\delta_e\delta_m\rangle$, which is why reionisation parameters enter: the size and clustering of ionised bubbles set the electron-density bispectrum. The paper also relies on the redshift kernels of $K$ and $\phi$ to separate reionisation from low-redshift contributions, and on bias-hardened versions of both estimators to suppress the lensing bias.
What would settle it
Use a suite of simulated CMB maps that contain low-redshift kSZ, tSZ, CIB, radio sources, and CMB lensing but no reionisation kSZ, and run the full cleaned $K\times\phi$ pipeline on them. If the recovered cross-spectrum remains more than about half the size of the fiducial reionisation signal from the AMBER maps, the proposed cleaning cannot isolate the epoch of reionisation.
Extended reading notes
Core claim
The central claim is that $C_L^{K\phi}$, the cross-correlation of the kSZ-squared field with the CMB lensing potential, is a viable, reionisation-specific statistic. During the epoch of reionisation the kSZ temperature fluctuation is produced by ionised electrons in moving bubbles; squaring the filtered temperature removes the sign degeneracy of the line-of-sight velocity, so the cross-correlation with $\phi$ survives and is dominated by the bispectrum $\langle\delta_e\delta_e\delta_m\rangle$ between electron overdensity and matter density. Measured from AMBER simulations, $C_L^{K\phi}$ increases when reionisation lasts longer ($\Delta z_{90}:4\to6$) or peaks earlier ($z_{\mathrm{mid}}:8\to9$), at the level of tens of percent. The paper further claims that a CMB experiment with 0.5 $\mu$K-arcmin noise and a 0.3-arcmin beam could measure it at $S/N\sim50$, and that the main contaminants---low-redshift kSZ, tSZ, CIB, radio sources, and a lensing-induced bias in the $K$ estimator---can be brought down to around the signal size by foreground deprojection, polarization-only lensing reconstruction, lensing-hardened estimators, and low-redshift lensing cleaning.
Load-bearing premise
The reionisation signal can be extracted after removing low-redshift kSZ and extragalactic foregrounds whose contamination is five to ten times larger than the signal; the removal relies on a predicted sixfold reduction of low-redshift lensing from future galaxy surveys that has not been demonstrated for this statistic.
Editorial extensions
If this is right
- A futuristic high-resolution, low-noise CMB experiment could detect $C_L^{K\phi}$ at $S/N\simeq50$, enough to distinguish reionisation scenarios and, with other parameters fixed, rule out $\Delta z_{90}=2$ or $6$ at roughly 13 or 12 $\sigma$ respectively.
- For a near-term experiment with $5\,\mu$K-arcmin noise, the detection is marginal ($S/N\simeq2$-$3$), but an upper limit on the statistic would still exclude some reionisation histories and provide a cross-check on the kSZ trispectrum $C_L^{KK}$.
- The signal grows with longer or earlier reionisation: increasing the duration from $\Delta z_{90}=4$ to $6$ changes the predicted cross-spectrum by about 30%, while moving the midpoint from $z_{\mathrm{mid}}=8$ to $9$ gives a smaller increase.
- The main estimator biases can in principle be controlled: using polarization-only lensing reconstruction removes the $N_0$ bias and foreground trispectrum terms, a lensing-hardened $K$ estimator reduces the lensing bias to about 10%, and a factor-of-six reduction in low-redshift lensing from galaxy surveys would bring the low-redshift kSZ contamination to around the signal level.
- Combining $C_L^{K\phi}$ with the kSZ power spectrum and the kSZ trispectrum $C_L^{KK}$ is likely to break degeneracies between reionisation parameters.
Reading between the lines
- Because the forecast is $S/N\sim2$-$3$ for a near-term experiment and $\sim50$ for a futuristic one, the practical near-term payoff of this statistic is likely to be upper limits and cross-checks rather than parameter constraints.
- The load-bearing mitigation---the assumed sixfold reduction of low-redshift lensing using galaxy-survey data---is not demonstrated for this specific trispectrum; if it underperforms, the measured $C_L^{K\phi}$ would be dominated by low-redshift structure rather than the epoch of reionisation.
- The same $K\times$ lensing construction applied at low redshift may itself be an astrophysical signal sensitive to galaxy formation and baryonic feedback, a direction the paper notes but does not develop.
- A joint analysis of $C_L^{KK}$, $C_L^{K\phi}$, and the analogous $C_L^{K\tau}$ statistic could separate duration, midpoint, asymmetry, and properties of the ionising sources, but the paper provides no forecasts for that combined measurement.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proposes cross-correlating the squared, high-pass-filtered CMB temperature field K (the “kSZ-squared” statistic) with the CMB lensing potential φ as a probe of the epoch of reionisation. Using the AMBER simulations, the authors measure the C_KL^Kφ signal, show its sensitivity to the reionisation midpoint and duration (Figure 4), and forecast signal-to-noise ratios for a Simons Observatory-like experiment (S/N ≈ 2.3, dropping to 1.6 after accounting for low-redshift kSZ variance) and for a CMB-HD-like experiment (S/N ≈ 51). Sections 4.2–4.4 identify the main contaminants — low-redshift kSZ, extragalactic foregrounds, and a lensing-induced bias — and propose mitigations including LSST-based delensing, frequency deprojection, and a lensing-hardened K estimator. The paper is candid that several of these mitigations are not fully validated for this particular statistic.
Significance. If the signal and its parameter sensitivity are correct, C_KL^Kφ is a genuinely new observable for the epoch of reionisation, complementary to the kSZ power spectrum, the C_KK trispectrum, and the K×patchy-τ cross-correlation. The AMBER-based signal measurements and the response to reionisation parameters are concrete, and the paper clearly identifies the main estimator biases and foreground terms, with several proposed mitigation techniques (polarization-only lensing estimation, lensing-hardened K, one-leg deprojection) that are well motivated. The main value of the paper is as a forecast and feasibility study; its practical utility depends on whether the foreground and low-redshift-kSZ biases can be controlled to sub-dominant levels, which the paper itself leaves open.
major comments (3)
- [§3.3, §4.2, Eq. (10)] The fiducial signal-to-noise forecasts are computed with a covariance (Eq. 10) whose temperature noise term uses the total power spectra of Eq. (11), which exclude the low-redshift kSZ and extragalactic foreground power. Section 4.2 shows that adding low-redshift kSZ power to the covariance reduces the SO-like S/N from 2.3 to 1.6. The CMB-HD S/N of 51 is not recomputed under the same correction, even though the relative impact of additional variance can differ substantially between noise regimes. Since the headline detection claim rests on this S/N, the CMB-HD number should be re-evaluated with the low-redshift kSZ and foreground variance included in the covariance, or the paper should explicitly state why those terms are negligible for the CMB-HD case.
- [§4.2, §4.3, Fig. 5, Fig. 6] The central claim that CMB-HD could measure this cross-correlation at S/N ≈ 50 and discriminate reionisation scenarios depends on reducing the low-redshift kSZ contamination (a factor of 5–10 above the signal) and the extragalactic foreground biases (1–2 orders of magnitude above the signal) to sub-dominant levels. The proposed mitigation — using LSST galaxy maps to clean the lensing potential — is not demonstrated for this statistic: the paper states that the factor-of-six reduction in lensing power from Qu et al. (2023) “would roughly correspond” to the bias reduction, but that no more precise estimate is attempted. Figure 6 shows that even after tSZ+CIB deprojection, residual biases remain at order unity. The paper’s own statement in Section 4.3 that “it remains to be seen” whether foregrounds can be controlled to the assumed level is an explicit admission that the detection forecast is not yet backed by a validated mitigation path. Without a demonstration that the residual bias is below the signal, the inferred constraints on reionisation parameters would be biased by an unknown amount.
- [§4.4, Fig. 7] The lensing-hardened K estimator reduces the lensing-induced bias to about 10% of the signal, but the residual is still comparable to the fractional signal differences shown in Figure 4 (roughly 10–30% for the considered parameter variations). The hardening relies on an assumed analytic form for the kSZ-induced mode-coupling (a Poisson-blob model), which the paper notes may not capture the full mode-coupling structure. If the true mode-coupling differs from this model, the residual bias could be larger than 10%, and the claimed ability to distinguish Δz=2 from Δz=4 at 13.6σ would be degraded. The paper should quantify the sensitivity of the residual to this modeling assumption, for example by testing the hardening against the AMBER simulations’ actual mode-coupling statistics.
minor comments (4)
- [Abstract, §3.3, §4.2] The abstract quotes S/N = 2–3 for the SO-like experiment, while Section 3.3 quotes 2.3 and Section 4.2 quotes 1.6 after including low-redshift kSZ variance; these numbers should be harmonised and the final value presented consistently.
- [Eq. (10), §3.3] In Eq. (10), the notation “ˆC_xy_L includes noise” is confusing because the same symbol is used for the estimated signal and for the noisy spectrum; please use an explicit superscript (e.g., C^{xy,obs}_L = C^{xy}_L + N^{xy}_L) throughout.
- [Fig. 1, Fig. 7 captions] There are several typos in the figure captions and text: “componenent”, “tripsectrum”, “Migitation”, “estimtated”, and “assymetry”. Please proofread.
- [§4.2, §4.3] The text refers to “webskysimulations” inconsistently; the standard name “WebSky simulations” should be used throughout.
Circularity Check
No structural circularity: the C_K^phi signal is measured from AMBER simulations under externally varied reionisation parameters, with no parameter fitted to the target statistic; the main cited self-work is methodological, and the quoted cleaning factor is an acknowledged caveat, not a circular identity.
full rationale
The paper's central derivation is self-contained in the relevant sense. The statistic C_K^phi is defined through Eqs. (2)-(4) and (7), then measured directly from AMBER simulations with specified input parameters (z_mid=8, Delta_z90=4, etc., Section 3.1). Section 3.3 states 'We do not present a detailed theoretical model for C_K^phi here - instead we measure the signal from simulations as well as its response to changes in reionisation parameters.' The claimed sensitivity to reionisation duration and midpoint (Fig. 4) is a forward-model response to independently varied simulation inputs, not an algebraic consequence of the definition of C_K^phi nor a fit to a predetermined target. Citations to Kramer et al. (2025) and MacCrann et al. (2024) supply map-generation prescriptions, realization-dependent N0 subtraction, and lensing-hardening methodology, but these are not imported as a 'uniqueness theorem' and are tested in this paper (e.g. Fig. 7). The only arguably load-bearing self-citation is Qu et al. (2023) for a factor-of-six reduction in CMB lensing power from LSST cleaning. The paper, however, explicitly hedges: 'we do not attempt a more precise estimate in this work' and later 'Whether these experiments can achieve the statistical uncertainties assumed here ... remains to be seen.' That is an acknowledged limitation/robustness risk rather than a circular reduction: the target statistic is not defined in terms of that factor, and the factor is an external forecast, not a refit of the present result. The ideal S/N values in Section 3.3 omit low-redshift kSZ and extragalactic foregrounds; Sections 4.2-4.3 explicitly quantify the degradation (SO S/N 2.3 to 1.6 with low-z kSZ variance; biases of 5-10x and 1-2 orders of magnitude). These are correctness/feasibility concerns, not evidence that the derivation reduces to its inputs. Overall, no step satisfies the quoted-equation or fitted-parameter standard for circularity.
Assumptions & free parameters
free parameters (3)
- AMBER fiducial reionisation parameters (z_mid, Delta_z90, A_z, M_min, lambda_mfp) =
z_mid=8, Delta_z90=4, A_z=3, M_min=1e8 M_sun, lambda_mfp=3 Mpc/h
- Effective white noise level for SO-like setup =
5 microK-arcmin
- Delensing efficiencies for optimal phi estimator =
A_lens=0.3 (SO), 0.1 (CMB-HD)
assumptions (4)
- domain assumption AMBER semi-numerical simulations accurately reproduce the kSZ signal and lensing potential during reionisation.
- domain assumption The covariance of C_KL^K-phi is given by the disconnected Gaussian expression in Eq. (10), with no non-Gaussian or noise-correlation terms.
- ad hoc to paper The lensing-hardened K estimator removes the lensing bias to the level shown, relying on a Poisson-blob model for the kSZ mode-coupling.
- domain assumption websky simulations accurately model low-redshift kSZ and extragalactic foregrounds for bias estimates.
Cite this review
Pith. "Pith review of Characterising the epoch of reionisation using the cross-correlation of the kSZ effect and CMB lensing." pith.science (2026). https://pith.science/paper/RGXL67KF
@misc{pith2026260804868,
author = {Pith},
title = {Pith review of: Characterising the epoch of reionisation using the cross-correlation of the kSZ effect and CMB lensing},
year = {2026},
howpublished = {\url{https://pith.science/paper/RGXL67KF}},
note = {Machine review of arXiv:2608.04868}
}
abstract
We investigate the cross-correlation of the kinematic Sunyaev-Zeldovich (kSZ) effect with lensing of the cosmic microwave background (CMB) as a probe of the epoch of reionisation. During reionisation, bubbles of ionised electrons form around overdensities, generating temperature perturbations in the CMB via the kSZ effect, which correlate with the projected matter density field probed by CMB lensing. We demonstrate using AMBER simulations that this effect can be probed via cross-correlating the squared kSZ field with the CMB lensing potential, and that the signal is sensitive to the duration and midpoint of reionisation. We forecast that for a Simons Observatory-like experiment with 5$\mu$K-arcmin white noise, covering 40% of the sky, the signal could be marginally detected at $S/N$ = 2 to 3. Meanwhile, a futuristic experiment like CMB-HD could provide a measurement of $S/N \sim 50$, yielding informative constraints on reionisation scenarios. We investigate potential challenges in measuring the signal and explore mitigation for each: contamination from extragalactic foregrounds at low redshift, contamination of the kSZ-squared estimator by lensing, and other estimator biases.
Figures
Figures from the paper (4 more)
Reference graph
Works this paper leans on
-
[1]
Searching for patchy reionization from cosmic microwave background with hybrid quadratic estimators
Searching for patchy reionization from cosmic microwave background with hybrid quadratic estimators. , keywords =. doi:10.1103/PhysRevD.99.123502 , archivePrefix =. 1808.01592 , primaryClass =
-
[2]
Inference of gravitational lensing and patchy reionization with future CMB data
Inference of gravitational lensing and patchy reionization with future CMB data. , keywords =. doi:10.1103/PhysRevD.107.043521 , archivePrefix =. 2210.10893 , primaryClass =
-
[3]
Reconstructing patchy reionization from the cosmic microwave background. , keywords =. doi:10.1103/PhysRevD.79.043003 , archivePrefix =. 0812.1566 , primaryClass =
-
[4]
A Cross-internal Linear Combination Approach to Probe the Secondary CMB Anisotropies: Kinematic Sunyaev-Zel'dovich Effect and CMB Lensing. , keywords =. doi:10.3847/1538-4357/ace0c6 , archivePrefix =. 2304.09166 , primaryClass =
-
[5]
Cosmological Parameter Forecasts for a CMB-HD Survey
Cosmological parameter forecasts for a CMB-HD survey. , keywords =. doi:10.1103/PhysRevD.109.063527 , archivePrefix =. 2309.03021 , primaryClass =
-
[6]
Simons Observatory: Constraining inflationary gravitational waves with multitracer B -mode delensing. , keywords =. doi:10.1103/PhysRevD.105.023511 , archivePrefix =. 2110.09730 , primaryClass =
-
[7]
Extragalactic foreground contamination in temperature-based CMB lens reconstruction. , keywords =. doi:10.1088/1475-7516/2014/03/024 , archivePrefix =. 1310.7547 , primaryClass =
arXiv 2014
-
[8]
The benefits of CMB delensing. , keywords =. doi:10.1088/1475-7516/2022/04/020 , archivePrefix =. 2111.15036 , primaryClass =
arXiv 2022
Show all 66 references
- [9]
-
[10]
, keywords =
The Atacama Cosmology Telescope: DR6 power spectrum foreground model and validation. , keywords =. doi:10.1088/1475-7516/2025/10/082 , archivePrefix =. 2506.06274 , primaryClass =
2025
-
[11]
Henderson, S. W. and Allison, R. and Austermann, J. and Baildon, T. and Battaglia, N. and Beall, J. A. and Becker, D. and De Bernardis, F. and Bond, J. R. and Calabrese, E. and Choi, S. K. and Coughlin, K. P. and Crowley, K. T. and Datta, R. and Devlin, M. J. and Duff, S. M. a...
-
[12]
Thornton, R. J. and Ade, P. A. R. and Aiola, S. and Angilè, F. E. and Amiri, M. and Beall, J. A. and Becker, D. T. and Cho, H-M. and Choi, S. K. and Corlies, P. and Coughlin, K. P. and Datta, R. and Devlin, M. J. and Dicker, S. R. and Dünner, R. and Fowler, J. W. and Fox, A. E...
-
[13]
, keywords =
The Atacama Cosmology Telescope: A Measurement of the 600 < ell < 8000 Cosmic Microwave Background Power Spectrum at 148 GHz. , keywords =. doi:10.1088/0004-637X/722/2/1148 , archivePrefix =. 1001.2934 , primaryClass =
-
[14]
, keywords =
Weak gravitational lensing of the CMB. , keywords =. doi:10.1016/j.physrep.2006.03.002 , archivePrefix =. astro-ph/0601594 , primaryClass =
2006 arXiv
-
[15]
, keywords =
Preliminary Separation of Galactic and Cosmic Microwave Emission for the COBE Differential Microwave Radiometers. , keywords =. doi:10.1086/186505 , adsurl =
-
[16]
, keywords =
Model independent variance cancellation in CMB lensing cross-correlations. , keywords =. doi:10.1103/PhysRevD.107.123532 , archivePrefix =. 2301.10242 , primaryClass =
-
[17]
, keywords =
CMB and SZ effect separation with constrained Internal Linear Combinations. , keywords =. doi:10.1111/j.1365-2966.2010.17624.x , archivePrefix =. 1006.5599 , primaryClass =
2010
-
[18]
, keywords =
Tentative detection of a cosmic far-infrared background with COBE. , keywords =
-
[19]
, keywords =
Simulated catalogs and maps of radio galaxies at millimeter wavelengths in Websky. , keywords =. doi:10.1088/1475-7516/2022/08/029 , archivePrefix =. 2110.15357 , primaryClass =
2022 arXiv
-
[20]
, keywords =
Radio and millimeter continuum surveys and their astrophysical implications. , keywords =. doi:10.1007/s00159-009-0026-0 , archivePrefix =. 0908.1896 , primaryClass =
-
[21]
, keywords =
Small-Scale Fluctuations of Relic Radiation. , keywords =. doi:10.1007/BF00653471 , adsurl =
-
[22]
Comments on Astrophysics and Space Physics , keywords =
The Observations of Relic Radiation as a Test of the Nature of X-Ray Radiation from the Clusters of Galaxies. Comments on Astrophysics and Space Physics , keywords =
-
[23]
CAMB: Code for Anisotropies in the Microwave Background
-
[24]
Journal of Low Temperature Physics , keywords =
SPT-3G: A Multichroic Receiver for the South Pole Telescope. Journal of Low Temperature Physics , keywords =. doi:10.1007/s10909-018-2007-z , adsurl =
2007 doi
-
[25]
, keywords =
The 10 Meter South Pole Telescope. , keywords =. doi:10.1086/659879 , archivePrefix =. 0907.4445 , primaryClass =
-
[26]
Journal of Low Temperature Physics , keywords =
An Overview of the SPTpol Experiment. Journal of Low Temperature Physics , keywords =. doi:10.1007/s10909-012-0505-y , adsurl =
- [27]
-
[28]
, keywords =
High resolution foreground cleaned CMB map from WMAP. , keywords =. doi:10.1103/PhysRevD.68.123523 , archivePrefix =. astro-ph/0302496 , primaryClass =
-
[29]
, keywords =
Enhancing measurements of the CMB blackbody temperature power spectrum by removing cosmic infrared background and thermal Sunyaev-Zel'dovich contamination using external galaxy catalogs. , keywords =. doi:10.1103/PhysRevD.108.123501 , archivePrefix =. 2303.08121 , primaryClass =
-
[30]
, keywords =
CCAT-prime Collaboration: Science Goals and Forecasts with Prime-Cam on the Fred Young Submillimeter Telescope. , keywords =. doi:10.3847/1538-4365/ac9838 , archivePrefix =. 2107.10364 , primaryClass =
-
[31]
, keywords =
The Simons Observatory: science goals and forecasts. , keywords =. doi:10.1088/1475-7516/2019/02/056 , archivePrefix =. 1808.07445 , primaryClass =
2019 arXiv
-
[32]
, keywords =
The Simons Observatory: science goals and forecasts for the enhanced Large Aperture Telescope. , keywords =. doi:10.1088/1475-7516/2025/08/034 , archivePrefix =. 2503.00636 , primaryClass =
2025 arXiv
-
[33]
Ma, Chung-Pei and Fry, J. N. , year=. Nonlinear Kinetic Sunyaev-Zeldovich Effect , volume=. Physical Review Letters , publisher=. doi:10.1103/physrevlett.88.211301 , number=
-
[34]
, keywords =
Improved modeling of the kinematic Sunyaev-Zel'dovich projected-fields signal and its cosmological dependence. , keywords =. doi:10.1103/PhysRevD.108.043507 , archivePrefix =. 2306.03127 , primaryClass =
-
[35]
, keywords =
Beyond the Damping Tail: Cross-Correlating the Kinetic Sunyaev-Zel'dovich Effect with Cosmic Shear. , keywords =. doi:10.1086/382946 , archivePrefix =. astro-ph/0309337 , primaryClass =
-
[36]
, keywords =
Marginal unbiased score expansion and application to CMB lensing. , keywords =. doi:10.1103/PhysRevD.105.103531 , archivePrefix =. 2112.09354 , primaryClass =
-
[37]
, keywords =
Maximum a posteriori CMB lensing reconstruction. , keywords =. doi:10.1103/PhysRevD.96.063510 , archivePrefix =. 1704.08230 , primaryClass =
-
[38]
, keywords =
Cosmic microwave background lensing reconstruction on the full sky. , keywords =. doi:10.1103/PhysRevD.67.083002 , archivePrefix =. astro-ph/0301031 , primaryClass =
-
[39]
, keywords =
An Improved Measurement of the Secondary Cosmic Microwave Background Anisotropies from the SPT-SZ + SPTpol Surveys. , keywords =. doi:10.3847/1538-4357/abd407 , archivePrefix =. 2002.06197 , primaryClass =
2002 arXiv
-
[40]
, keywords =
The velocity of clusters of galaxies relative to the microwave background - The possibility of its measurement. , keywords =. doi:10.1093/mnras/190.3.413 , adsurl =
-
[41]
, keywords =
The Cosmic Microwave Background Optical Depth Constrains the Duration of Reionization. , keywords =. doi:10.3847/2041-8213/ade141 , archivePrefix =. 2505.15899 , primaryClass =
-
[42]
, keywords =
Probing the physics of reionization using kinematic Sunyaev-Zeldovich power spectrum from current and upcoming cosmic microwave background surveys. , keywords =. doi:10.1093/mnras/stae748 , archivePrefix =. 2311.00315 , primaryClass =
- [43]
-
[44]
, keywords =
Cross-correlating the Patchy Screening and Kinetic Sunyaev─Zel'dovich Effects as a New Probe of Reionization. , keywords =. doi:10.3847/1538-4357/ae0e68 , archivePrefix =. 2501.07623 , primaryClass =
-
[45]
, keywords =
Lower bias, lower noise CMB lensing with foreground-hardened estimators. , keywords =. doi:10.1103/PhysRevD.102.063517 , archivePrefix =. 2007.04325 , primaryClass =
2007 arXiv
-
[46]
, keywords =
Combining ILC and ents ent expansion techniques for extracting average-sky signals and CMB anisotropies. , keywords =. doi:10.1093/mnras/staa3292 , archivePrefix =. 2006.02458 , primaryClass =
2006 arXiv
-
[47]
, keywords =
Rethinking CMB foregrounds: systematic extension of foreground parametrizations. , keywords =. doi:10.1093/mnras/stx1982 , archivePrefix =. 1701.00274 , primaryClass =
-
[48]
and Bond, J
Stein, George and Alvarez, Marcelo A. and Bond, J. Richard and Engelen, Alexander van and Battaglia, Nicholas , year=. The Websky extragalactic CMB simulations , volume=. Journal of Cosmology and Astroparticle Physics , publisher=. doi:10.1088/1475-7516/2020/10/012 , number=
-
[49]
, keywords =
Subtracting the kinetic Sunyaev-Zeldovich effect from the cosmic microwave background with surveys of large-scale structure. , keywords =. doi:10.1103/PhysRevD.107.083502 , archivePrefix =. 2209.03973 , primaryClass =
-
[50]
and Bhattacharya, S
van Engelen, A. and Bhattacharya, S. and Sehgal, N. and Holder, G. P. and Zahn, O. and Nagai, D. , year=. CMB LENSING POWER SPECTRUM BIASES FROM GALAXIES AND CLUSTERS USING HIGH-ANGULAR RESOLUTION TEMPERATURE MAPS , volume=. The Astrophysical Journal , publisher=. doi:10.1088/...
-
[51]
, keywords =
Probing early structure and model-independent neutrino mass with high-redshift CMB lensing mass maps. , keywords =. doi:10.1103/PhysRevD.107.123540 , archivePrefix =. 2208.04253 , primaryClass =
-
[52]
, keywords =
Avoiding baryonic feedback effects on neutrino mass measurements from CMB lensing. , keywords =. doi:10.1103/PhysRevD.103.103538 , archivePrefix =. 2011.06582 , primaryClass =
2011 arXiv
-
[53]
, keywords =
CMB temperature lensing power reconstruction. , keywords =. doi:10.1103/PhysRevD.83.043005 , archivePrefix =. 1008.4403 , primaryClass =
-
[54]
, keywords =
Bias-hardened CMB lensing. , keywords =. doi:10.1093/mnras/stt195 , archivePrefix =. 1209.0091 , primaryClass =
-
[55]
, keywords =
Constraining the baryon abundance with the kinematic Sunyaev-Zel'dovich effect: Projected-field detection using P l a n c k , W M A P , and u n W I S E. , keywords =. doi:10.1103/PhysRevD.104.043518 , archivePrefix =. 2102.01068 , primaryClass =
-
[56]
, keywords =
Projected-field kinetic Sunyaev-Zel'dovich Cross-correlations: halo model and forecasts. , keywords =. doi:10.1088/1475-7516/2023/03/039 , archivePrefix =. 2208.07847 , primaryClass =
2023 arXiv
-
[57]
, keywords =
Kinematic Sunyaev-Zel'dovich Effect with Projected Fields: A Novel Probe of the Baryon Distribution with Planck, WMAP, and WISE Data. , keywords =. doi:10.1103/PhysRevLett.117.051301 , archivePrefix =. 1603.01608 , primaryClass =
-
[58]
Colin and Battaglia, Nick and Liu, Jia and Spergel, David N
Ferraro, Simone and Hill, J. Colin and Battaglia, Nick and Liu, Jia and Spergel, David N. , year=. Kinematic Sunyaev-Zel’dovich effect with projected fields. II. Prospects, challenges, and comparison with simulations , volume=. Physical Review D , publisher=. doi:10.1103/physr...
-
[59]
, keywords =
The Atacama Cosmology Telescope: Reionization kSZ trispectrum methodology and limits. , keywords =. doi:10.1093/mnras/stae1746 , archivePrefix =. 2405.01188 , primaryClass =
-
[60]
, keywords =
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. , keywords =. doi:10.1103/PhysRevLett.133.121004 , archivePrefix =. 2403.02337 , primaryClass =
-
[61]
, keywords =
Mitigating the optical depth degeneracy using the kinematic Sunyaev-Zel'dovich effect with CMB-S4 data. , keywords =. doi:10.1103/PhysRevD.103.063518 , archivePrefix =. 2006.06594 , primaryClass =
2006 arXiv
-
[62]
, keywords =
Characterizing the epoch of reionization with the small-scale CMB: Constraints on the optical depth and duration. , keywords =. doi:10.1103/PhysRevD.98.123519 , archivePrefix =. 1803.07036 , primaryClass =
-
[63]
and Ferraro, Simone , year=
Smith, Kendrick M. and Ferraro, Simone , year=. Detecting Patchy Reionization in the Cosmic Microwave Background , volume=. Physical Review Letters , publisher=. doi:10.1103/physrevlett.119.021301 , number=
-
[64]
, keywords =
AMBER: A Semi-numerical Abundance Matching Box for the Epoch of Reionization. , keywords =. doi:10.3847/1538-4357/ac5116 , archivePrefix =. 2109.10375 , primaryClass =
-
[65]
, keywords =
Patchy Kinetic Sunyaev-Zel'dovich Effect with Controlled Reionization History and Morphology. , keywords =. doi:10.3847/1538-4357/ac8481 , archivePrefix =. 2203.04337 , primaryClass =
-
[66]
Prospects for kSZ2–Galaxy Cross-correlations during Reionization , volume=
La Plante, Paul and Sipple, Jackson and Lidz, Adam , year=. Prospects for kSZ2–Galaxy Cross-correlations during Reionization , volume=. The Astrophysical Journal , publisher=. doi:10.3847/1538-4357/ac5752 , number=
Reviewed August 6, 2026 · model on record in the stance chip above.
Discussion (0). Sign in to comment.