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Title: Planck intermediate results: XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth

Abstract

This study describes the identification, modelling, and removal of previously unexplained systematic effects in the polarization data of the Planck High Frequency Instrument (HFI) on large angular scales, including new mapmaking and calibration procedures, new and more complete end-to-end simulations, and a set of robust internal consistency checks on the resulting maps. These maps, at 100, 143, 217, and 353 GHz, are early versions of those that will be released in final form later in 2016. The improvements allow us to determine the cosmic reionization optical depth τ using, for the first time, the low-multipole EE data from HFI, reducing significantly the central value and uncertainty, and hence the upper limit. Two different likelihood procedures are used to constrain τ from two estimators of the CMB E- and B-mode angular power spectra at 100 and 143 GHz, after debiasing the spectra from a small remaining systematic contamination. These all give fully consistent results. A further consistency test is performed using cross-correlations derived from the Low Frequency Instrument maps of the Planck 2015 data release and the new HFI data. For this purpose, end-to-end analyses of systematic effects from the two instruments are used to demonstrate the near independence of theirmore » dominant systematic error residuals. The tightest result comes from the HFI-based τ posterior distribution using the maximum likelihood power spectrum estimator from EE data only, giving a value 0.055 ± 0.009. Finally, in a companion paper these results are discussed in the context of the best-fit PlanckΛCDM cosmological model and recent models of reionization.« less

Authors:
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Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
Contributing Org.:
Planck Collaboration
OSTI Identifier:
1398452
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Astronomy and Astrophysics
Additional Journal Information:
Journal Volume: 596; Journal ID: ISSN 0004-6361
Publisher:
EDP Sciences
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; cosmology observations; dark ages; reionization; first stars; cosmic background radiation; space vehicles; instrumentation; detectors

Citation Formats

Aghanim, N., Ashdown, M., Aumont, J., Baccigalupi, C., Ballardini, M., Banday, A. J., Barreiro, R. B., Bartolo, N., Basak, S., Battye, R., Benabed, K., Bernard, J. -P., Bersanelli, M., Bielewicz, P., Bock, J. J., Bonaldi, A., Bonavera, L., Bond, J. R., Borrill, J., Bouchet, F. R., Boulanger, F., Bucher, M., Burigana, C., Butler, R. C., Calabrese, E., Cardoso, J. -F., Carron, J., Challinor, A., Chiang, H. C., Colombo, L. P. L., Combet, C., Comis, B., Coulais, A., Crill, B. P., Curto, A., Cuttaia, F., Davis, R. J., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Delouis, J. -M., Di Valentino, E., Dickinson, C., Diego, J. M., Doré, O., Douspis, M., Ducout, A., Dupac, X., Efstathiou, G., Elsner, F., Enßlin, T. A., Eriksen, H. K., Falgarone, E., Fantaye, Y., Finelli, F., Forastieri, F., Frailis, M., Fraisse, A. A., Franceschi, E., Frolov, A., Galeotta, S., Galli, S., Ganga, K., Génova-Santos, R. T., Gerbino, M., Ghosh, T., González-Nuevo, J., Górski, K. M., Gratton, S., Gruppuso, A., Gudmundsson, J. E., Hansen, F. K., Helou, G., Henrot-Versillé, S., Herranz, D., Hivon, E., Huang, Z., Ilić, S., Jaffe, A. H., Jones, W. C., Keihänen, E., Keskitalo, R., Kisner, T. S., Knox, L., Krachmalnicoff, N., Kunz, M., Kurki-Suonio, H., Lagache, G., Lamarre, J. -M., Langer, M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Le Jeune, M., Leahy, J. P., Levrier, F., Liguori, M., Lilje, P. B., López-Caniego, M., Ma, Y. -Z., Macías-Pérez, J. F., Maggio, G., Mangilli, A., Maris, M., Martin, P. G., Martínez-González, E., Matarrese, S., Mauri, N., McEwen, J. D., Meinhold, P. R., Melchiorri, A., Mennella, A., Migliaccio, M., Miville-Deschênes, M. -A., Molinari, D., Moneti, A., Montier, L., Morgante, G., Moss, A., Mottet, S., Naselsky, P., Natoli, P., Oxborrow, C. A., Pagano, L., Paoletti, D., Partridge, B., Patanchon, G., Patrizii, L., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Plaszczynski, S., Polastri, L., Polenta, G., Puget, J. -L., Rachen, J. P., Racine, B., Reinecke, M., Remazeilles, M., Renzi, A., Rocha, G., Rossetti, M., Roudier, G., Rubiño-Martín, J. A., Ruiz-Granados, B., Salvati, L., Sandri, M., Savelainen, M., Scott, D., Sirri, G., Sunyaev, R., Suur-Uski, A. -S., Tauber, J. A., Tenti, M., Toffolatti, L., Tomasi, M., Tristram, M., Trombetti, T., Valiviita, J., Van Tent, F., Vibert, L., Vielva, P., Villa, F., Vittorio, N., Wandelt, B. D., Watson, R., Wehus, I. K., White, M., Zacchei, A., and Zonca, A. Planck intermediate results: XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth. United States: N. p., 2016. Web. doi:10.1051/0004-6361/201628890.
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Aghanim, N., Ashdown, M., Aumont, J., Baccigalupi, C., Ballardini, M., Banday, A. J., Barreiro, R. B., Bartolo, N., Basak, S., Battye, R., Benabed, K., Bernard, J. -P., Bersanelli, M., Bielewicz, P., Bock, J. J., Bonaldi, A., Bonavera, L., Bond, J. R., Borrill, J., Bouchet, F. R., Boulanger, F., Bucher, M., Burigana, C., Butler, R. C., Calabrese, E., Cardoso, J. -F., Carron, J., Challinor, A., Chiang, H. C., Colombo, L. P. L., Combet, C., Comis, B., Coulais, A., Crill, B. P., Curto, A., Cuttaia, F., Davis, R. J., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Delouis, J. -M., Di Valentino, E., Dickinson, C., Diego, J. M., Doré, O., Douspis, M., Ducout, A., Dupac, X., Efstathiou, G., Elsner, F., Enßlin, T. A., Eriksen, H. K., Falgarone, E., Fantaye, Y., Finelli, F., Forastieri, F., Frailis, M., Fraisse, A. A., Franceschi, E., Frolov, A., Galeotta, S., Galli, S., Ganga, K., Génova-Santos, R. T., Gerbino, M., Ghosh, T., González-Nuevo, J., Górski, K. M., Gratton, S., Gruppuso, A., Gudmundsson, J. E., Hansen, F. K., Helou, G., Henrot-Versillé, S., Herranz, D., Hivon, E., Huang, Z., Ilić, S., Jaffe, A. H., Jones, W. C., Keihänen, E., Keskitalo, R., Kisner, T. S., Knox, L., Krachmalnicoff, N., Kunz, M., Kurki-Suonio, H., Lagache, G., Lamarre, J. -M., Langer, M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Le Jeune, M., Leahy, J. P., Levrier, F., Liguori, M., Lilje, P. B., López-Caniego, M., Ma, Y. -Z., Macías-Pérez, J. F., Maggio, G., Mangilli, A., Maris, M., Martin, P. G., Martínez-González, E., Matarrese, S., Mauri, N., McEwen, J. D., Meinhold, P. R., Melchiorri, A., Mennella, A., Migliaccio, M., Miville-Deschênes, M. -A., Molinari, D., Moneti, A., Montier, L., Morgante, G., Moss, A., Mottet, S., Naselsky, P., Natoli, P., Oxborrow, C. A., Pagano, L., Paoletti, D., Partridge, B., Patanchon, G., Patrizii, L., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Plaszczynski, S., Polastri, L., Polenta, G., Puget, J. -L., Rachen, J. P., Racine, B., Reinecke, M., Remazeilles, M., Renzi, A., Rocha, G., Rossetti, M., Roudier, G., Rubiño-Martín, J. A., Ruiz-Granados, B., Salvati, L., Sandri, M., Savelainen, M., Scott, D., Sirri, G., Sunyaev, R., Suur-Uski, A. -S., Tauber, J. A., Tenti, M., Toffolatti, L., Tomasi, M., Tristram, M., Trombetti, T., Valiviita, J., Van Tent, F., Vibert, L., Vielva, P., Villa, F., Vittorio, N., Wandelt, B. D., Watson, R., Wehus, I. K., White, M., Zacchei, A., & Zonca, A. Planck intermediate results: XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth. United States. https://doi.org/10.1051/0004-6361/201628890
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Aghanim, N., Ashdown, M., Aumont, J., Baccigalupi, C., Ballardini, M., Banday, A. J., Barreiro, R. B., Bartolo, N., Basak, S., Battye, R., Benabed, K., Bernard, J. -P., Bersanelli, M., Bielewicz, P., Bock, J. J., Bonaldi, A., Bonavera, L., Bond, J. R., Borrill, J., Bouchet, F. R., Boulanger, F., Bucher, M., Burigana, C., Butler, R. C., Calabrese, E., Cardoso, J. -F., Carron, J., Challinor, A., Chiang, H. C., Colombo, L. P. L., Combet, C., Comis, B., Coulais, A., Crill, B. P., Curto, A., Cuttaia, F., Davis, R. J., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Delouis, J. -M., Di Valentino, E., Dickinson, C., Diego, J. M., Doré, O., Douspis, M., Ducout, A., Dupac, X., Efstathiou, G., Elsner, F., Enßlin, T. A., Eriksen, H. K., Falgarone, E., Fantaye, Y., Finelli, F., Forastieri, F., Frailis, M., Fraisse, A. A., Franceschi, E., Frolov, A., Galeotta, S., Galli, S., Ganga, K., Génova-Santos, R. T., Gerbino, M., Ghosh, T., González-Nuevo, J., Górski, K. M., Gratton, S., Gruppuso, A., Gudmundsson, J. E., Hansen, F. K., Helou, G., Henrot-Versillé, S., Herranz, D., Hivon, E., Huang, Z., Ilić, S., Jaffe, A. H., Jones, W. C., Keihänen, E., Keskitalo, R., Kisner, T. S., Knox, L., Krachmalnicoff, N., Kunz, M., Kurki-Suonio, H., Lagache, G., Lamarre, J. -M., Langer, M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Le Jeune, M., Leahy, J. P., Levrier, F., Liguori, M., Lilje, P. B., López-Caniego, M., Ma, Y. -Z., Macías-Pérez, J. F., Maggio, G., Mangilli, A., Maris, M., Martin, P. G., Martínez-González, E., Matarrese, S., Mauri, N., McEwen, J. D., Meinhold, P. R., Melchiorri, A., Mennella, A., Migliaccio, M., Miville-Deschênes, M. -A., Molinari, D., Moneti, A., Montier, L., Morgante, G., Moss, A., Mottet, S., Naselsky, P., Natoli, P., Oxborrow, C. A., Pagano, L., Paoletti, D., Partridge, B., Patanchon, G., Patrizii, L., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Plaszczynski, S., Polastri, L., Polenta, G., Puget, J. -L., Rachen, J. P., Racine, B., Reinecke, M., Remazeilles, M., Renzi, A., Rocha, G., Rossetti, M., Roudier, G., Rubiño-Martín, J. A., Ruiz-Granados, B., Salvati, L., Sandri, M., Savelainen, M., Scott, D., Sirri, G., Sunyaev, R., Suur-Uski, A. -S., Tauber, J. A., Tenti, M., Toffolatti, L., Tomasi, M., Tristram, M., Trombetti, T., Valiviita, J., Van Tent, F., Vibert, L., Vielva, P., Villa, F., Vittorio, N., Wandelt, B. D., Watson, R., Wehus, I. K., White, M., Zacchei, A., and Zonca, A. Mon . "Planck intermediate results: XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth". United States. https://doi.org/10.1051/0004-6361/201628890. https://www.osti.gov/servlets/purl/1398452.
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@article{osti_1398452,
title = {Planck intermediate results: XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth},
author = {Aghanim, N. and Ashdown, M. and Aumont, J. and Baccigalupi, C. and Ballardini, M. and Banday, A. J. and Barreiro, R. B. and Bartolo, N. and Basak, S. and Battye, R. and Benabed, K. and Bernard, J. -P. and Bersanelli, M. and Bielewicz, P. and Bock, J. J. and Bonaldi, A. and Bonavera, L. and Bond, J. R. and Borrill, J. and Bouchet, F. R. and Boulanger, F. and Bucher, M. and Burigana, C. and Butler, R. C. and Calabrese, E. and Cardoso, J. -F. and Carron, J. and Challinor, A. and Chiang, H. C. and Colombo, L. P. L. and Combet, C. and Comis, B. and Coulais, A. and Crill, B. P. and Curto, A. and Cuttaia, F. and Davis, R. J. and de Bernardis, P. and de Rosa, A. and de Zotti, G. and Delabrouille, J. and Delouis, J. -M. and Di Valentino, E. and Dickinson, C. and Diego, J. M. and Doré, O. and Douspis, M. and Ducout, A. and Dupac, X. and Efstathiou, G. and Elsner, F. and Enßlin, T. A. and Eriksen, H. K. and Falgarone, E. and Fantaye, Y. and Finelli, F. and Forastieri, F. and Frailis, M. and Fraisse, A. A. and Franceschi, E. and Frolov, A. and Galeotta, S. and Galli, S. and Ganga, K. and Génova-Santos, R. T. and Gerbino, M. and Ghosh, T. and González-Nuevo, J. and Górski, K. M. and Gratton, S. and Gruppuso, A. and Gudmundsson, J. E. and Hansen, F. K. and Helou, G. and Henrot-Versillé, S. and Herranz, D. and Hivon, E. and Huang, Z. and Ilić, S. and Jaffe, A. H. and Jones, W. C. and Keihänen, E. and Keskitalo, R. and Kisner, T. S. and Knox, L. and Krachmalnicoff, N. and Kunz, M. and Kurki-Suonio, H. and Lagache, G. and Lamarre, J. -M. and Langer, M. and Lasenby, A. and Lattanzi, M. and Lawrence, C. R. and Le Jeune, M. and Leahy, J. P. and Levrier, F. and Liguori, M. and Lilje, P. B. and López-Caniego, M. and Ma, Y. -Z. and Macías-Pérez, J. F. and Maggio, G. and Mangilli, A. and Maris, M. and Martin, P. G. and Martínez-González, E. and Matarrese, S. and Mauri, N. and McEwen, J. D. and Meinhold, P. R. and Melchiorri, A. and Mennella, A. and Migliaccio, M. and Miville-Deschênes, M. -A. and Molinari, D. and Moneti, A. and Montier, L. and Morgante, G. and Moss, A. and Mottet, S. and Naselsky, P. and Natoli, P. and Oxborrow, C. A. and Pagano, L. and Paoletti, D. and Partridge, B. and Patanchon, G. and Patrizii, L. and Perdereau, O. and Perotto, L. and Pettorino, V. and Piacentini, F. and Plaszczynski, S. and Polastri, L. and Polenta, G. and Puget, J. -L. and Rachen, J. P. and Racine, B. and Reinecke, M. and Remazeilles, M. and Renzi, A. and Rocha, G. and Rossetti, M. and Roudier, G. and Rubiño-Martín, J. A. and Ruiz-Granados, B. and Salvati, L. and Sandri, M. and Savelainen, M. and Scott, D. and Sirri, G. and Sunyaev, R. and Suur-Uski, A. -S. and Tauber, J. A. and Tenti, M. and Toffolatti, L. and Tomasi, M. and Tristram, M. and Trombetti, T. and Valiviita, J. and Van Tent, F. and Vibert, L. and Vielva, P. and Villa, F. and Vittorio, N. and Wandelt, B. D. and Watson, R. and Wehus, I. K. and White, M. and Zacchei, A. and Zonca, A.},
abstractNote = {This study describes the identification, modelling, and removal of previously unexplained systematic effects in the polarization data of the Planck High Frequency Instrument (HFI) on large angular scales, including new mapmaking and calibration procedures, new and more complete end-to-end simulations, and a set of robust internal consistency checks on the resulting maps. These maps, at 100, 143, 217, and 353 GHz, are early versions of those that will be released in final form later in 2016. The improvements allow us to determine the cosmic reionization optical depth τ using, for the first time, the low-multipole EE data from HFI, reducing significantly the central value and uncertainty, and hence the upper limit. Two different likelihood procedures are used to constrain τ from two estimators of the CMB E- and B-mode angular power spectra at 100 and 143 GHz, after debiasing the spectra from a small remaining systematic contamination. These all give fully consistent results. A further consistency test is performed using cross-correlations derived from the Low Frequency Instrument maps of the Planck 2015 data release and the new HFI data. For this purpose, end-to-end analyses of systematic effects from the two instruments are used to demonstrate the near independence of their dominant systematic error residuals. The tightest result comes from the HFI-based τ posterior distribution using the maximum likelihood power spectrum estimator from EE data only, giving a value 0.055 ± 0.009. Finally, in a companion paper these results are discussed in the context of the best-fit PlanckΛCDM cosmological model and recent models of reionization.},
doi = {10.1051/0004-6361/201628890},
journal = {Astronomy and Astrophysics},
number = ,
volume = 596,
place = {United States},
year = {Mon Dec 12 00:00:00 EST 2016},
month = {Mon Dec 12 00:00:00 EST 2016}
}
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    • DOI: 10.1093/mnras/stz617

    The role of initial magnetic field structure in the launching of protostellar jets
    journal, March 2019

    • Gerrard, Isabella A.; Federrath, Christoph; Kuruwita, Rajika
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 4
    • DOI: 10.1093/mnras/stz784

    Investigation of the origin of the anomalous microwave emission in Lambda Orionis
    journal, October 2019

    • Bell, Aaron C.; Onaka, Takashi; Galliano, Frédéric
    • Publications of the Astronomical Society of Japan
    • DOI: 10.1093/pasj/psz110

    The Planck Mission: Recent Results, Cosmological and Fundamental Physics Perspectives
    conference, March 2015

    • Mandolesi, Nazzareno; Burigana, Carlo; Gruppuso, Alessandro
    • Proceedings of the MG13 Meeting on General Relativity, The Thirteenth Marcel Grossmann Meeting
    • DOI: 10.1142/9789814623995_0018

    Spatial variation of fundamental constants: Testing models with thermonuclear supernovae
    journal, July 2018

    • Negrelli, C.; Kraiselburd, L.; Landau, S.
    • International Journal of Modern Physics D, Vol. 27, Issue 09
    • DOI: 10.1142/s0218271818500992

    On Mautner-Type Probability of Capture of Intergalactic Meteor Particles by Habitable Exoplanets
    journal, October 2019

    General Relativity and Cosmology: Unsolved Questions and Future Directions
    journal, September 2016

    A CATALOG OF 1.5273 μ m DIFFUSE INTERSTELLAR BANDS BASED ON APOGEE HOT TELLURIC CALIBRATORS
    journal, August 2016

    • Elyajouri, M.; Monreal-Ibero, A.; Remy, Q.
    • The Astrophysical Journal Supplement Series, Vol. 225, Issue 2
    • DOI: 10.3847/0067-0049/225/2/19

    Spectroscopic Confirmation and Velocity Dispersions for 20 Planck Galaxy Clusters at 0.16 < z < 0.78
    journal, January 2018

    • Amodeo, Stefania; Mei, Simona; Stanford, Spencer A.
    • The Astrophysical Journal, Vol. 853, Issue 1
    • DOI: 10.3847/1538-4357/aa98dd

    Full-data Results of Hubble Frontier Fields: UV Luminosity Functions at z ∼ 6–10 and a Consistent Picture of Cosmic Reionization
    journal, February 2018

    • Ishigaki, Masafumi; Kawamata, Ryota; Ouchi, Masami
    • The Astrophysical Journal, Vol. 854, Issue 1
    • DOI: 10.3847/1538-4357/aaa544

    Forecasting the Contribution of Polarized Extragalactic Radio Sources in CMB Observations
    journal, May 2018

    Developing the 3-point Correlation Function for the Turbulent Interstellar Medium
    journal, July 2018

    • Portillo, Stephen K. N.; Slepian, Zachary; Burkhart, Blakesley
    • The Astrophysical Journal, Vol. 862, Issue 2
    • DOI: 10.3847/1538-4357/aacb80

    A Census of Galaxy Constituents in a Coma Progenitor Observed at z > 3
    journal, January 2019

    The Halo Mass of Optically Luminous Quasars at z ≈ 1–2 Measured via Gravitational Deflection of the Cosmic Microwave Background
    journal, March 2019

    Weak-lensing Mass Calibration of ACTPol Sunyaev–Zel’dovich Clusters with the Hyper Suprime-Cam Survey
    journal, April 2019

    • Miyatake, Hironao; Battaglia, Nicholas; Hilton, Matt
    • The Astrophysical Journal, Vol. 875, Issue 1
    • DOI: 10.3847/1538-4357/ab0af0

    Constraining the Neutral Fraction of Hydrogen in the IGM at Redshift 7.5
    journal, June 2019

    Fermi -LAT γ -Ray Study of the Interstellar Medium and Cosmic Rays in the Chamaeleon Molecular Cloud Complex: A Look at the Dark Gas as Optically Thick H i
    journal, October 2019

    • Hayashi, Katsuhiro; Mizuno, Tsunefumi; Fukui, Yasuo
    • The Astrophysical Journal, Vol. 884, Issue 2
    • DOI: 10.3847/1538-4357/ab4351

    Measuring Reionization, Neutrino Mass, and Cosmic Inflation with BFORE
    journal, July 2018

    • Bryan, Sean; Ade, Peter; Bond, J. Richard
    • Journal of Low Temperature Physics, Vol. 193, Issue 5-6
    • DOI: 10.1007/s10909-018-2031-z

    Planck 2015 results : X. Diffuse component separation: Foreground maps
    journal, September 2016

    Planck intermediate results : XLIX. Parity-violation constraints from polarization data
    journal, December 2016

    Statistical simulations of the dust foreground to cosmic microwave background polarization
    journal, July 2017

    Constraints from thermal Sunyaev-Zel’dovich cluster counts and power spectrum combined with CMB
    journal, June 2018

    Cosmological constraints on exotic injection of electromagnetic energy
    journal, March 2017

    • Poulin, Vivian; Lesgourgues, Julien; Serpico, Pasquale D.
    • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 03
    • DOI: 10.1088/1475-7516/2017/03/043

    Interacting dark sector and precision cosmology
    journal, January 2018

    • Buen-Abad, Manuel A.; Schmaltz, Martin; Lesgourgues, Julien
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 01
    • DOI: 10.1088/1475-7516/2018/01/008

    Exploring cosmic origins with CORE: Mitigation of systematic effects
    journal, April 2018

    H 0 from cosmic chronometers and Type Ia supernovae, with Gaussian Processes and the novel Weighted Polynomial Regression method
    journal, April 2018

    Primordial gravitational waves, precisely: the role of thermodynamics in the Standard Model
    journal, May 2018

    A fresh look into the interacting dark matter scenario
    journal, June 2018

    • Escudero, Miguel; Lopez-Honorez, Laura; Mena, Olga
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 06
    • DOI: 10.1088/1475-7516/2018/06/007

    Unbiased constraints on ultralight axion mass from dwarf spheroidal galaxies
    journal, August 2017

    • González-Morales, Alma X.; Marsh, David J. E.; Peñarrubia, Jorge
    • Monthly Notices of the Royal Astronomical Society, Vol. 472, Issue 2
    • DOI: 10.1093/mnras/stx1941

    Testing the anisotropy in the angular distribution of Fermi/GBM gamma-ray bursts
    journal, September 2017

    • Tarnopolski, M.
    • Monthly Notices of the Royal Astronomical Society, Vol. 472, Issue 4
    • DOI: 10.1093/mnras/stx2356

    The Python Sky Model: software for simulating the Galactic microwave sky
    journal, May 2017

    • Thorne, B.; Dunkley, J.; Alonso, D.
    • Monthly Notices of the Royal Astronomical Society, Vol. 469, Issue 3
    • DOI: 10.1093/mnras/stx949

    Unique signatures of Population III stars in the global 21-cm signal
    journal, May 2018

    • Mirocha, Jordan; Mebane, Richard H.; Furlanetto, Steven R.
    • Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 4
    • DOI: 10.1093/mnras/sty1388

    Aligned metal absorbers and the ultraviolet background at the end of reionization
    journal, January 2018

    • Doughty, Caitlin; Finlator, Kristian; Oppenheimer, Benjamin D.
    • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 4
    • DOI: 10.1093/mnras/sty156

    First study of reionization in the Planck 2015 normalized closed ΛCDM inflation model
    journal, July 2018

    • Mitra, Sourav; Choudhury, Tirthankar Roy; Ratra, Bharat
    • Monthly Notices of the Royal Astronomical Society, Vol. 479, Issue 4
    • DOI: 10.1093/mnras/sty1835

    Clarifying the Hubble constant tension with a Bayesian hierarchical model of the local distance ladder
    journal, February 2018

    • Feeney, Stephen M.; Mortlock, Daniel J.; Dalmasso, Niccolò
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 3
    • DOI: 10.1093/mnras/sty418

    Unbiased Hubble constant estimation from binary neutron star mergers
    journal, November 2019

    Can interacting dark energy solve the H 0 tension?
    journal, August 2017

    Cornering the P l a n c k A lens tension with future CMB data
    journal, June 2018

    • Renzi, Fabrizio; Di Valentino, Eleonora; Melchiorri, Alessandro
    • Physical Review D, Vol. 97, Issue 12
    • DOI: 10.1103/physrevd.97.123534

    Stephani cosmology: entropically viable but observationally challenged
    journal, May 2018

    Tensions in the ΛCDM and vacuum dynamics
    journal, November 2018

    Oscillating Cosmological Solutions in the Modified Theory of Induced Gravity
    journal, April 2019

    Testing Predictions of the Quantum Landscape Multiverse 3: The Hilltop Inflationary Potential
    journal, April 2019

    • Di Valentino, Eleonora; Mersini-Houghton, Laura
    • Symmetry, Vol. 11, Issue 4
    • DOI: 10.3390/sym11040520

    Milky Way Cepheid Standards for Measuring Cosmic Distances and Application to Gaia DR2: Implications for the Hubble Constant
    journal, July 2018

    • Riess, Adam G.; Casertano, Stefano; Yuan, Wenlong
    • The Astrophysical Journal, Vol. 861, Issue 2
    • DOI: 10.3847/1538-4357/aac82e

    A Projected Estimate of the Reionization Optical Depth Using the CLASS Experiment’s Sample Variance Limited E-mode Measurement
    journal, August 2018

    • Watts, Duncan J.; Wang, Bingjie; Ali, Aamir
    • The Astrophysical Journal, Vol. 863, Issue 2
    • DOI: 10.3847/1538-4357/aad283

    SCORCH. II. Radiation-hydrodynamic Simulations of Reionization with Varying Radiation Escape Fractions
    journal, December 2018

    The Local Perspective on the Hubble Tension: Local Structure Does Not Impact Measurement of the Hubble Constant
    journal, April 2019

    • Kenworthy, W. D’Arcy; Scolnic, Dan; Riess, Adam
    • The Astrophysical Journal, Vol. 875, Issue 2
    • DOI: 10.3847/1538-4357/ab0ebf

    Feedback by Massive Black Holes in Gas-rich Dwarf Galaxies
    journal, April 2017

    A constant conflict
    journal, March 2017

    Planck intermediate results : XLVII.
    journal, December 2016

    Physical effects involved in the measurements of neutrino masses with future cosmological data
    journal, February 2017

    • Archidiacono, Maria; Brinckmann, Thejs; Lesgourgues, Julien
    • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 02
    • DOI: 10.1088/1475-7516/2017/02/052

    Constraints on the dark matter and dark energy interactions from weak lensing bispectrum tomography
    journal, October 2017

    Optimization study for the experimental configuration of CMB-S4
    journal, February 2018

    • Barron, Darcy; Chinone, Yuji; Kusaka, Akito
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 02
    • DOI: 10.1088/1475-7516/2018/02/009

    Gravitational waves from the quasicircular inspiral of compact binaries in Einstein-aether theory
    journal, February 2020

    Mapping the universe with dark energy survey
    journal, December 2018

    The Simons Observatory: Science goals and forecasts
    text, January 2019

    • Ade, P.; Aguirre, J.; Ahmed, Z.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.38168

    Elucidating ΛCDM: Impact of Baryon Acoustic Oscillation Measurements on the Hubble Constant Discrepancy
    journal, January 2018

    • Addison, G. E.; Watts, D. J.; Bennett, C. L.
    • The Astrophysical Journal, Vol. 853, Issue 2
    • DOI: 10.3847/1538-4357/aaa1ed

    Quantitative Constraints on the Reionization History from the IGM Damping Wing Signature in Two Quasars at z > 7
    journal, September 2018

    • Davies, Frederick B.; Hennawi, Joseph F.; Bañados, Eduardo
    • The Astrophysical Journal, Vol. 864, Issue 2
    • DOI: 10.3847/1538-4357/aad6dc

    Parametrizing the Reionization History with the Redshift Midpoint, Duration, and Asymmetry
    journal, May 2018

    Planck 2015 results : XXVI. The Second
    journal, September 2016

    Updated bounds on sum of neutrino masses in various cosmological scenarios
    journal, September 2018

    • Choudhury, Shouvik Roy; Choubey, Sandhya
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 09
    • DOI: 10.1088/1475-7516/2018/09/017

    The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample
    journal, March 2017

    • Alam, Shadab; Ata, Metin; Bailey, Stephen
    • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 3
    • DOI: 10.1093/mnras/stx721

    Prospects of the local Hubble parameter measurement using gravitational waves from double neutron stars
    journal, January 2018

    • Seto, Naoki; Kyutoku, Koutarou
    • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 3
    • DOI: 10.1093/mnras/sty090

    Results from EDGES High-Band. III. New Constraints on Parameters of the Early Universe
    text, January 2019

    • Monsalve, Ra; Fialkov, A.; Bowman, Jd
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.46450

    A New Method to Measure the Post-reionization Ionizing Background from the Joint Distribution of Ly α and Ly β Forest Transmission
    journal, March 2018

    • Davies, Frederick B.; Hennawi, Joseph F.; Eilers, Anna-Christina
    • The Astrophysical Journal, Vol. 855, Issue 2
    • DOI: 10.3847/1538-4357/aaaf70

    Planck 2015 results. XIII. Cosmological parameters
    text, January 2015

    Self-Consistent Modeling of Reionization in Cosmological Hydrodynamical Simulations
    text, January 2016

    The Python Sky Model: software for simulating the Galactic microwave sky
    text, January 2016

    Gravitational-wave cosmography with LISA and the Hubble tension
    text, January 2016

    The Observational Future of Cosmological Scalar-Tensor Theories
    text, January 2016

    On the impact of large angle CMB polarization data on cosmological parameters
    text, January 2016

    Exploring Cosmic Origins with CORE: Cosmological Parameters
    text, January 2016

    Cosmological Parameters from pre-Planck CMB Measurements: a 2017 Update
    text, January 2017

    Do joint CMB and HST data support a scale invariant spectrum?
    text, January 2017

    Two- and Three-Dimensional Probes of Parity in Primordial Gravity Waves
    text, January 2017

    Global constraints on absolute neutrino masses and their ordering
    text, January 2017

    Distinguishing between Neutrinos and time-varying Dark Energy through Cosmic Time
    text, January 2017

    Clarifying the Hubble constant tension with a Bayesian hierarchical model of the local distance ladder
    text, January 2017

    Measuring the Hubble constant with Type Ia supernovae as near-infrared standard candles
    text, January 2017

    Measuring Reionization, Neutrino Mass, and Cosmic Inflation with BFORE
    text, January 2017

    CMB bounds on disk-accreting massive Primordial Black Holes
    text, January 2017

    Dark Energy Survey Year 1 Results: A Precise H0 Measurement from DES Y1, BAO, and D/H Data
    text, January 2017

    The Shape and Size distribution of HII Regions near the percolation transition
    text, January 2018

    New synthesis models of consistent extragalactic background light over cosmic time
    text, January 2018

    A limit on the warm dark matter particle mass from the redshifted 21 cm absorption line
    text, January 2018

    Updated Bounds on Sum of Neutrino Masses in Various Cosmological Scenarios
    text, January 2018

    Quadratic estimator for CMB cross-correlation
    text, January 2018

    The Simons Observatory: Science goals and forecasts
    text, January 2018

    Deriving the Hubble constant using Planck and XMM-Newton observations of galaxy clusters
    text, January 2018

    Unbiased Hubble constant estimation from binary neutron star mergers
    text, January 2018

    Results from EDGES High-Band: III. New Constraints on Parameters of the Early Universe
    text, January 2019

    Ruling out 3 keV warm dark matter using 21 cm-EDGES data
    text, January 2019

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