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Title: Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect

Abstract

Using the Planck full-mission data, we present a detection of the temperature (and therefore velocity) dispersion due to the kinetic Sunyaev-Zeldovich (kSZ) effect from clusters of galaxies. To suppress the primary CMB and instrumental noise we derive a matched filter and then convolve it with the Planck foreground-cleaned `2D-ILC' maps. By using the Meta Catalogue of X-ray detected Clusters of galaxies (MCXC), we determine the normalized rms dispersion of the temperature fluctuations at the positions of clusters, finding that this shows excess variance compared with the noise expectation. We then build an unbiased statistical estimator of the signal, determining that the normalized mean temperature dispersion of 1526 clusters is ((ΔT/T)2) = (1.64±0.48)×10-11. However, comparison with analytic calculations and simulations suggest that around 0.7σ of this result is due to cluster lensing rather than the kSZ effect. By correcting this, the temperature dispersion is measured to be ((ΔT/T)2) = (1.35±0.48)×10-11, which gives a detection at the 2.8σ level. We further convert uniform-weight temperature dispersion into a measurement of the line-of-sight velocity dispersion, by using estimates of the optical depth of each cluster (which introduces additional uncertainty into the estimate). We find that the velocity dispersion is (v2)=(123000±71000)(kms-1)2, which is consistent withmore » findings from other large-scale structure studies, and provides direct evidence of statistical homogeneity on scales of 600 h-1Mpc. Our study shows the promise of using cross-correlations of the kSZ effect with large-scale structure in order to constrain the growth of structure.« 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:
1526537
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Astronomy and Astrophysics
Additional Journal Information:
Journal Volume: 617; Journal ID: ISSN 0004-6361
Publisher:
EDP Sciences
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; Cosmology: observations; cosmic microwave background; large-scale structure of the Universe; Galaxies: clusters: general; Methods: data analysis

Citation Formats

Aghanim, N., Akrami, Y., 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., Bond, J. R., Borrill, J., Bouchet, F. R., Burigana, C., Calabrese, E., Carron, J., Chiang, H. C., Comis, B., Contreras, D., Crill, B. P., Curto, A., Cuttaia, F., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Di Valentino, E., Dickinson, C., Diego, J. M., Doré, O., Ducout, A., Dupac, X., 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., Gerbino, M., Górski, K. M., Gruppuso, A., Gudmundsson, J. E., Handley, W., Hansen, F. K., Herranz, D., Hivon, E., Huang, Z., Jaffe, A. H., Keihänen, E., Keskitalo, R., Kiiveri, K., Kim, J., Kisner, T. S., Krachmalnicoff, N., Kunz, M., Kurki-Suonio, H., Lamarre, J. -M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Le Jeune, M., Levrier, F., Liguori, M., Lilje, P. B., Lindholm, V., López-Caniego, M., Lubin, P. M., Ma, Y. -Z., Macías-Pérez, J. F., Maggio, G., Maino, D., Mandolesi, N., Mangilli, A., Martin, P. G., Martínez-González, E., Matarrese, S., Mauri, N., McEwen, J. D., Melchiorri, A., Mennella, A., Migliaccio, M., Miville-Deschênes, M. -A., Molinari, D., Moneti, A., Montier, L., Morgante, G., Natoli, P., Oxborrow, C. A., Pagano, L., Paoletti, D., Partridge, B., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Plaszczynski, S., Polastri, L., Polenta, G., Rachen, J. P., Racine, B., Reinecke, M., Remazeilles, M., Renzi, A., Rocha, G., Roudier, G., Ruiz-Granados, B., Sandri, M., Savelainen, M., Scott, D., Sirignano, C., Sirri, G., Spencer, L. D., Stanco, L., Sunyaev, R., Tauber, J. A., Tavagnacco, D., Tenti, M., Toffolatti, L., Tomasi, M., Tristram, M., Trombetti, T., Valiviita, J., Van Tent, F., Vielva, P., Villa, F., Vittorio, N., Wandelt, B. D., Wehus, I. K., Zacchei, A., and Zonca, A. Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect. United States: N. p., 2018. Web. doi:10.1051/0004-6361/201731489.
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Aghanim, N., Akrami, Y., 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., Bond, J. R., Borrill, J., Bouchet, F. R., Burigana, C., Calabrese, E., Carron, J., Chiang, H. C., Comis, B., Contreras, D., Crill, B. P., Curto, A., Cuttaia, F., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Di Valentino, E., Dickinson, C., Diego, J. M., Doré, O., Ducout, A., Dupac, X., 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., Gerbino, M., Górski, K. M., Gruppuso, A., Gudmundsson, J. E., Handley, W., Hansen, F. K., Herranz, D., Hivon, E., Huang, Z., Jaffe, A. H., Keihänen, E., Keskitalo, R., Kiiveri, K., Kim, J., Kisner, T. S., Krachmalnicoff, N., Kunz, M., Kurki-Suonio, H., Lamarre, J. -M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Le Jeune, M., Levrier, F., Liguori, M., Lilje, P. B., Lindholm, V., López-Caniego, M., Lubin, P. M., Ma, Y. -Z., Macías-Pérez, J. F., Maggio, G., Maino, D., Mandolesi, N., Mangilli, A., Martin, P. G., Martínez-González, E., Matarrese, S., Mauri, N., McEwen, J. D., Melchiorri, A., Mennella, A., Migliaccio, M., Miville-Deschênes, M. -A., Molinari, D., Moneti, A., Montier, L., Morgante, G., Natoli, P., Oxborrow, C. A., Pagano, L., Paoletti, D., Partridge, B., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Plaszczynski, S., Polastri, L., Polenta, G., Rachen, J. P., Racine, B., Reinecke, M., Remazeilles, M., Renzi, A., Rocha, G., Roudier, G., Ruiz-Granados, B., Sandri, M., Savelainen, M., Scott, D., Sirignano, C., Sirri, G., Spencer, L. D., Stanco, L., Sunyaev, R., Tauber, J. A., Tavagnacco, D., Tenti, M., Toffolatti, L., Tomasi, M., Tristram, M., Trombetti, T., Valiviita, J., Van Tent, F., Vielva, P., Villa, F., Vittorio, N., Wandelt, B. D., Wehus, I. K., Zacchei, A., & Zonca, A. Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect. United States. https://doi.org/10.1051/0004-6361/201731489
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Aghanim, N., Akrami, Y., 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., Bond, J. R., Borrill, J., Bouchet, F. R., Burigana, C., Calabrese, E., Carron, J., Chiang, H. C., Comis, B., Contreras, D., Crill, B. P., Curto, A., Cuttaia, F., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Di Valentino, E., Dickinson, C., Diego, J. M., Doré, O., Ducout, A., Dupac, X., 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., Gerbino, M., Górski, K. M., Gruppuso, A., Gudmundsson, J. E., Handley, W., Hansen, F. K., Herranz, D., Hivon, E., Huang, Z., Jaffe, A. H., Keihänen, E., Keskitalo, R., Kiiveri, K., Kim, J., Kisner, T. S., Krachmalnicoff, N., Kunz, M., Kurki-Suonio, H., Lamarre, J. -M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Le Jeune, M., Levrier, F., Liguori, M., Lilje, P. B., Lindholm, V., López-Caniego, M., Lubin, P. M., Ma, Y. -Z., Macías-Pérez, J. F., Maggio, G., Maino, D., Mandolesi, N., Mangilli, A., Martin, P. G., Martínez-González, E., Matarrese, S., Mauri, N., McEwen, J. D., Melchiorri, A., Mennella, A., Migliaccio, M., Miville-Deschênes, M. -A., Molinari, D., Moneti, A., Montier, L., Morgante, G., Natoli, P., Oxborrow, C. A., Pagano, L., Paoletti, D., Partridge, B., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Plaszczynski, S., Polastri, L., Polenta, G., Rachen, J. P., Racine, B., Reinecke, M., Remazeilles, M., Renzi, A., Rocha, G., Roudier, G., Ruiz-Granados, B., Sandri, M., Savelainen, M., Scott, D., Sirignano, C., Sirri, G., Spencer, L. D., Stanco, L., Sunyaev, R., Tauber, J. A., Tavagnacco, D., Tenti, M., Toffolatti, L., Tomasi, M., Tristram, M., Trombetti, T., Valiviita, J., Van Tent, F., Vielva, P., Villa, F., Vittorio, N., Wandelt, B. D., Wehus, I. K., Zacchei, A., and Zonca, A. Sat . "Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect". United States. https://doi.org/10.1051/0004-6361/201731489. https://www.osti.gov/servlets/purl/1526537.
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@article{osti_1526537,
title = {Planck intermediate results: LIII. Detection of velocity dispersion from the kinetic Sunyaev-Zeldovich effect},
author = {Aghanim, N. and Akrami, Y. 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 Bond, J. R. and Borrill, J. and Bouchet, F. R. and Burigana, C. and Calabrese, E. and Carron, J. and Chiang, H. C. and Comis, B. and Contreras, D. and Crill, B. P. and Curto, A. and Cuttaia, F. and de Bernardis, P. and de Rosa, A. and de Zotti, G. and Delabrouille, J. and Di Valentino, E. and Dickinson, C. and Diego, J. M. and Doré, O. and Ducout, A. and Dupac, X. 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 Gerbino, M. and Górski, K. M. and Gruppuso, A. and Gudmundsson, J. E. and Handley, W. and Hansen, F. K. and Herranz, D. and Hivon, E. and Huang, Z. and Jaffe, A. H. and Keihänen, E. and Keskitalo, R. and Kiiveri, K. and Kim, J. and Kisner, T. S. and Krachmalnicoff, N. and Kunz, M. and Kurki-Suonio, H. and Lamarre, J. -M. and Lasenby, A. and Lattanzi, M. and Lawrence, C. R. and Le Jeune, M. and Levrier, F. and Liguori, M. and Lilje, P. B. and Lindholm, V. and López-Caniego, M. and Lubin, P. M. and Ma, Y. -Z. and Macías-Pérez, J. F. and Maggio, G. and Maino, D. and Mandolesi, N. and Mangilli, A. and Martin, P. G. and Martínez-González, E. and Matarrese, S. and Mauri, N. and McEwen, J. D. 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 Natoli, P. and Oxborrow, C. A. and Pagano, L. and Paoletti, D. and Partridge, B. and Perdereau, O. and Perotto, L. and Pettorino, V. and Piacentini, F. and Plaszczynski, S. and Polastri, L. and Polenta, G. and Rachen, J. P. and Racine, B. and Reinecke, M. and Remazeilles, M. and Renzi, A. and Rocha, G. and Roudier, G. and Ruiz-Granados, B. and Sandri, M. and Savelainen, M. and Scott, D. and Sirignano, C. and Sirri, G. and Spencer, L. D. and Stanco, L. and Sunyaev, R. and Tauber, J. A. and Tavagnacco, D. and Tenti, M. and Toffolatti, L. and Tomasi, M. and Tristram, M. and Trombetti, T. and Valiviita, J. and Van Tent, F. and Vielva, P. and Villa, F. and Vittorio, N. and Wandelt, B. D. and Wehus, I. K. and Zacchei, A. and Zonca, A.},
abstractNote = {Using the Planck full-mission data, we present a detection of the temperature (and therefore velocity) dispersion due to the kinetic Sunyaev-Zeldovich (kSZ) effect from clusters of galaxies. To suppress the primary CMB and instrumental noise we derive a matched filter and then convolve it with the Planck foreground-cleaned `2D-ILC' maps. By using the Meta Catalogue of X-ray detected Clusters of galaxies (MCXC), we determine the normalized rms dispersion of the temperature fluctuations at the positions of clusters, finding that this shows excess variance compared with the noise expectation. We then build an unbiased statistical estimator of the signal, determining that the normalized mean temperature dispersion of 1526 clusters is ((ΔT/T)2) = (1.64±0.48)×10-11. However, comparison with analytic calculations and simulations suggest that around 0.7σ of this result is due to cluster lensing rather than the kSZ effect. By correcting this, the temperature dispersion is measured to be ((ΔT/T)2) = (1.35±0.48)×10-11, which gives a detection at the 2.8σ level. We further convert uniform-weight temperature dispersion into a measurement of the line-of-sight velocity dispersion, by using estimates of the optical depth of each cluster (which introduces additional uncertainty into the estimate). We find that the velocity dispersion is (v2)=(123000±71000)(kms-1)2, which is consistent with findings from other large-scale structure studies, and provides direct evidence of statistical homogeneity on scales of 600 h-1Mpc. Our study shows the promise of using cross-correlations of the kSZ effect with large-scale structure in order to constrain the growth of structure.},
doi = {10.1051/0004-6361/201731489},
journal = {Astronomy and Astrophysics},
number = ,
volume = 617,
place = {United States},
year = {Sat Sep 01 00:00:00 EDT 2018},
month = {Sat Sep 01 00:00:00 EDT 2018}
}
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    • Zhang, Pengjie; Zhang, Jun; Zhang, Le
    • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 2
    • DOI: 10.1093/mnras/stz091

    ALMA photometry of extragalactic radio sources
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    • Bonato, M.; Liuzzo, E.; Herranz, D.
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 1
    • DOI: 10.1093/mnras/stz465

    Constraints on Primordial Gravitational Waves Using P l a n c k , WMAP, and New BICEP2/ K e c k Observations through the 2015 Season
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    A classical non-quantum all-time time-symmetrical zero-energy single-bounce model for the creation, big bang, and death of the universe
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    The structure of galactic halos and the microwave temperature maps
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    A case Against Spinning pahs as the Source of the Anomalous Microwave Emission
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    • Hensley, Brandon S.; Draine, B. T.; Meisner, Aaron M.
    • The Astrophysical Journal, Vol. 827, Issue 1
    • DOI: 10.3847/0004-637x/827/1/45

    DISSECTING THE HIGH- z INTERSTELLAR MEDIUM THROUGH INTENSITY MAPPING CROSS-CORRELATIONS
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    On Graphene in the Interstellar Medium
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    Developing the 3-point Correlation Function for the Turbulent Interstellar Medium
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    • Portillo, Stephen K. N.; Slepian, Zachary; Burkhart, Blakesley
    • The Astrophysical Journal, Vol. 862, Issue 2
    • DOI: 10.3847/1538-4357/aacb80

    Optically Thick H i Does Not Dominate Dark Gas in the Local ISM
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    • Murray, Claire E.; Peek, J. E. G.; Lee, Min-Young
    • The Astrophysical Journal, Vol. 862, Issue 2
    • DOI: 10.3847/1538-4357/aaccfe

    A Projected Estimate of the Reionization Optical Depth Using the CLASS Experiment’s Sample Variance Limited E-mode Measurement
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    • Watts, Duncan J.; Wang, Bingjie; Ali, Aamir
    • The Astrophysical Journal, Vol. 863, Issue 2
    • DOI: 10.3847/1538-4357/aad283

    Determination of the Cosmic Infrared Background from COBE /FIRAS and Planck HFI Observations
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    On-sky Performance of the CLASS Q -band Telescope
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    • Appel, John W.; Xu, Zhilei; Padilla, Ivan L.
    • The Astrophysical Journal, Vol. 876, Issue 2
    • DOI: 10.3847/1538-4357/ab1652

    A Self-consistent Framework for Multiline Modeling in Line Intensity Mapping Experiments
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    • Sun, Guochao; Hensley, Brandon S.; Chang, Tzu-Ching
    • The Astrophysical Journal, Vol. 887, Issue 2
    • DOI: 10.3847/1538-4357/ab55df

    A New Probe of Line-of-sight Magnetic Field Tangling
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    Dust spectrum and polarisation at 850 μ m in the massive IRDC G035.39-00.33
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    Reionization optical depth determination from Planck HFI data with ten percent accuracy
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    Exploring cosmic origins with CORE: Survey requirements and mission design
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    • Delabrouille, J.; de Bernardis, P.; Bouchet, F. R.
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 04
    • DOI: 10.1088/1475-7516/2018/04/014

    Exploring cosmic origins with CORE: B -mode component separation
    journal, April 2018

    • Remazeilles, M.; Banday, A. J.; Baccigalupi, C.
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 04
    • DOI: 10.1088/1475-7516/2018/04/023

    Tuning goodness-of-fit tests†
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    • Arrasmith, A.; Follin, B.; Anderes, E.
    • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 2
    • DOI: 10.1093/mnras/stz066

    On the road to per cent accuracy – II. Calibration of the non-linear matter power spectrum for arbitrary cosmologies
    journal, September 2019

    • Giblin, Benjamin; Cataneo, Matteo; Moews, Ben
    • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 4
    • DOI: 10.1093/mnras/stz2659

    Fractal statistics in young star clusters: structural parameters and dynamical evolution
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    • Hetem, Annibal; Gregorio-Hetem, Jane
    • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2
    • DOI: 10.1093/mnras/stz2698

    Low-mass halo perturbations in strong gravitational lenses at redshift z  ∼ 0.5 are consistent with CDM
    journal, February 2019

    • Ritondale, E.; Vegetti, S.; Despali, G.
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2
    • DOI: 10.1093/mnras/stz464

    Nonminimal dark sector physics and cosmological tensions
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    Lensing covariance on cut sky and SPT − P l a n c k lensing tensions
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    Phenomenology of modified gravity at recombination
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    First Observation of the Submillimeter Polarization Spectrum in a Translucent Molecular Cloud
    journal, April 2018

    • Ashton, Peter C.; Ade, Peter A. R.; Angilè, Francesco E.
    • The Astrophysical Journal, Vol. 857, Issue 1
    • DOI: 10.3847/1538-4357/aab3ca

    Planck 2015 Constraints on the Non-flat ΛCDM Inflation Model
    journal, August 2018

    • Ooba, Junpei; Ratra, Bharat; Sugiyama, Naoshi
    • The Astrophysical Journal, Vol. 864, Issue 1
    • DOI: 10.3847/1538-4357/aad633

    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

    Analytic Calculation of Covariance between Cosmological Parameters from Correlated Data Sets, with an Application to SPTpol
    journal, December 2019

    • Kable, Joshua A.; Addison, Graeme E.; Bennett, Charles L.
    • The Astrophysical Journal, Vol. 888, Issue 1
    • DOI: 10.3847/1538-4357/ab54cc

    The 2.3 GHz continuum survey of the GEM project
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    Planck  intermediate results. XII: Diffuse Galactic components in the Gould Belt system
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    Planck 2013 results. XX. Cosmology from Sunyaev–Zeldovich cluster counts
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    Planck 2013 results. I. Overview of products and scientific results
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    Galactic cold cores: V. Dust opacity ⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆
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    Planck intermediate results. XXVI. Optical identification and redshifts of Planck clusters with the RTT150 telescope
    journal, September 2015

    Planck intermediate results : XXIX. All-sky dust modelling with
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    The Good, the Bad, and the Ugly : Statistical quality assessment of SZ detections
    journal, August 2015

    Planck intermediate results : XLII. Large-scale Galactic magnetic fields
    journal, December 2016

    Mapping the kinetic Sunyaev-Zel’dovich effect toward MACS J0717.5+3745 with NIKA
    journal, February 2017

    Dust in galaxy clusters: Modeling at millimeter wavelengths and impact on Planck cluster cosmology
    journal, September 2018

    Hydrostatic mass profiles in X-COP galaxy clusters
    journal, January 2019

    Detection of intercluster gas in superclusters using the thermal Sunyaev–Zel’dovich effect
    journal, May 2019

    The stellar mass function of galaxies in Planck -selected clusters at 0.5 < z < 0.7: new constraints on the timescale and location of satellite quenching
    journal, October 2018

    Balloon-borne Cosmic Microwave Background experiments
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    A review of indirect searches for particle dark matter
    journal, June 2016

    DEEP CHANDRA , HST -COS, AND MEGACAM OBSERVATIONS OF THE PHOENIX CLUSTER: EXTREME STAR FORMATION AND AGN FEEDBACK ON HUNDRED KILOPARSEC SCALES
    journal, September 2015

    • McDonald, Michael; McNamara, Brian R.; Weeren, Reinout J. van
    • The Astrophysical Journal, Vol. 811, Issue 2
    • DOI: 10.1088/0004-637x/811/2/111

    Deconstructing Thermal Sunyaev–Zel’Dovich—Gravitational Lensing Cross-Correlations: Implications for the Intracluster Medium
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    NINE-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL PARAMETER RESULTS
    journal, September 2013

    • Hinshaw, G.; Larson, D.; Komatsu, E.
    • The Astrophysical Journal Supplement Series, Vol. 208, Issue 2
    • DOI: 10.1088/0067-0049/208/2/19

    Detection of thermal SZ-CMB lensing cross-correlation in Planck nominal mission data
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    The tau of galaxy clusters
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    Detection of the pairwise kinematic Sunyaev-Zel'dovich effect with BOSS DR11 and the Atacama Cosmology Telescope
    journal, March 2017

    • Bernardis, F. De; Aiola, S.; Vavagiakis, E. M.
    • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 03
    • DOI: 10.1088/1475-7516/2017/03/008

    Exploring cosmic origins with CORE: Extragalactic sources in cosmic microwave background maps
    journal, April 2018

    • Zotti, G. De; González-Nuevo, J.; Lopez-Caniego, M.
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 04
    • DOI: 10.1088/1475-7516/2018/04/020

    IMAGINE: a comprehensive view of the interstellar medium, Galactic magnetic fields and cosmic rays
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    • Boulanger, François; Enßlin, Torsten; Fletcher, Andrew
    • Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 08
    • DOI: 10.1088/1475-7516/2018/08/049

    Azimuthally resolved X-ray spectroscopy to the edge of the Perseus Cluster
    journal, December 2013

    • Urban, O.; Simionescu, A.; Werner, N.
    • Monthly Notices of the Royal Astronomical Society, Vol. 437, Issue 4
    • DOI: 10.1093/mnras/stt2209

    Gas clumping in galaxy clusters
    journal, January 2015

    • Eckert, D.; Roncarelli, M.; Ettori, S.
    • Monthly Notices of the Royal Astronomical Society, Vol. 447, Issue 3
    • DOI: 10.1093/mnras/stu2590

    Towards a realistic population of simulated galaxy groups and clusters
    journal, May 2014

    • Le Brun, Amandine M. C.; McCarthy, Ian G.; Schaye, Joop
    • Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 2
    • DOI: 10.1093/mnras/stu608

    A dynamical model of the local cosmic expansion
    journal, July 2014

    • Peñarrubia, Jorge; Ma, Yin-Zhe; Walker, Matthew G.
    • Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 3
    • DOI: 10.1093/mnras/stu879

    Testing Sunyaev–Zel'dovich measurements of the hot gas content of dark matter haloes using synthetic skies
    journal, June 2015

    • Le Brun, Amandine M. C.; McCarthy, Ian G.; Melin, Jean-Baptiste
    • Monthly Notices of the Royal Astronomical Society, Vol. 451, Issue 4
    • DOI: 10.1093/mnras/stv1172

    Cosmology and astrophysics from relaxed galaxy clusters – III. Thermodynamic profiles and scaling relations
    journal, January 2016

    • Mantz, A. B.; Allen, S. W.; Morris, R. G.
    • Monthly Notices of the Royal Astronomical Society, Vol. 456, Issue 4
    • DOI: 10.1093/mnras/stv2899

    A plethora of diffuse steep spectrum radio sources in Abell 2034 revealed by LOFAR
    journal, March 2016

    • Shimwell, T. W.; Luckin, J.; Brüggen, M.
    • Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 1
    • DOI: 10.1093/mnras/stw661

    A new mechanical stellar wind feedback model for the Rosette Nebula
    journal, February 2018

    • Wareing, C. J.; Pittard, J. M.; Wright, N. J.
    • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 3
    • DOI: 10.1093/mnras/sty148

    AzTEC 1.1 mm observations of high-z protocluster environments: SMG overdensities and misalignment between AGN jets and SMG distribution
    journal, June 2018

    • Zeballos, M.; Aretxaga, I.; Hughes, D. H.
    • Monthly Notices of the Royal Astronomical Society, Vol. 479, Issue 4
    • DOI: 10.1093/mnras/sty1714

    Covariant polarized radiative transfer on cosmological scales for investigating large-scale magnetic field structures
    journal, December 2018

    • Chan, Jennifer Y. H.; Wu, Kinwah; On, Alvina Y. L.
    • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 2
    • DOI: 10.1093/mnras/sty3498

    The influence of magnetic field on the cold neutral medium mass fraction and its alignment with density structures
    journal, February 2018

    • Villagran, M. A.; Gazol, A.
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 4
    • DOI: 10.1093/mnras/sty438

    Morphological estimators on Sunyaev–Zel'dovich maps of MUSIC clusters of galaxies
    journal, April 2018

    • Cialone, Giammarco; De Petris, Marco; Sembolini, Federico
    • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 1
    • DOI: 10.1093/mnras/sty621

    Full-sky beam convolution for cosmic microwave background applications
    journal, May 2019

    • Duivenvoorden, Adriaan J.; Gudmundsson, Jon E.; Rahlin, Alexandra S.
    • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
    • DOI: 10.1093/mnras/stz1143

    Statistical properties of polarized CMB foreground maps
    journal, June 2019

    • von Hausegger, Sebastian; Gammelgaard Ravnebjerg, Aske; Liu, Hao
    • Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 4
    • DOI: 10.1093/mnras/stz1582

    Gone after one orbit: How cluster environments quench galaxies
    journal, July 2019

    • Lotz, Marcel; Remus, Rhea-Silvia; Dolag, Klaus
    • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 4
    • DOI: 10.1093/mnras/stz2070

    Tomographic measurement of the intergalactic gas pressure through galaxy–tSZ cross-correlations
    journal, December 2019

    • Koukoufilippas, Nick; Alonso, David; Bilicki, Maciej
    • Monthly Notices of the Royal Astronomical Society, Vol. 491, Issue 4
    • DOI: 10.1093/mnras/stz3351

    Statistical analysis of the interplay between interstellar magnetic fields and filaments hosting Planck Galactic cold clumps
    journal, February 2019

    • Alina, D.; Ristorcelli, I.; Montier, L.
    • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2
    • DOI: 10.1093/mnras/stz508

    Rotation of the CMB polarization by foreground lensing
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    Two-halo term in stacked thermal Sunyaev-Zel’dovich measurements: Implications for self-similarity
    journal, April 2018

    Sunyaev-Zel'dovich profile fitting with joint AMI-Planck analysis
    text, January 2019

    • Perrott, Yvette Chanel; Javid, Kamran; Carvalho, P.
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.44998

    Constraints on dark radiation from cosmological probes
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    Large-Scale Features of the Radio Sky and a Model for Loop I
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    HeCS-SZ: THE HECTOSPEC SURVEY OF SUNYAEV–ZELDOVICH-SELECTED CLUSTERS
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    • Rines, Kenneth J.; Geller, Margaret J.; Diaferio, Antonaldo
    • The Astrophysical Journal, Vol. 819, Issue 1
    • DOI: 10.3847/0004-637x/819/1/63

    Modeling the Anomalous Microwave Emission with Spinning Nanoparticles: No PAHs Required
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    X-Ray Morphological Analysis of the Planck ESZ Clusters
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    • Lovisari, Lorenzo; Forman, William R.; Jones, Christine
    • The Astrophysical Journal, Vol. 846, Issue 1
    • DOI: 10.3847/1538-4357/aa855f

    Mitigating Complex Dust Foregrounds in Future Cosmic Microwave Background Polarization Experiments
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    Simulating the Galaxy Cluster “El Gordo”: Gas Motion, Kinetic Sunyaev–Zel’dovich Signal, and X-Ray Line Features
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    A New Detection of Extragalactic Anomalous Microwave Emission in a Compact, Optically Faint Region of NGC 4725
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    Properties of the Inctracluster Medium Assuming an Einasto Dark Matter Profile
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    2 mm GISMO Observations of the Galactic Center. I. Dust Emission
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    • Arendt, Richard G.; Staguhn, Johannes; Dwek, Eli
    • The Astrophysical Journal, Vol. 885, Issue 1
    • DOI: 10.3847/1538-4357/ab451c

    Nonlinear Reconstruction of the Velocity Field
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    Violent Quenching: Molecular Gas Blown to 1000 km s −1 during a Major Merger
    journal, August 2018

    • Geach, J. E.; Tremonti, C.; Diamond-Stanic, A. M.
    • The Astrophysical Journal, Vol. 864, Issue 1
    • DOI: 10.3847/2041-8213/aad8b6

    Development of Flat Silicon-Based Mesh Lens Arrays for Millimeter and Sub-millimeter Wave Astronomy
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    • Pisano, Giampaolo; Austermann, Jason; Beall, James
    • Journal of Low Temperature Physics, Vol. 199, Issue 3-4
    • DOI: 10.1007/s10909-019-02327-y

    Outskirts of Galaxy Clusters
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    • Reiprich, Thomas H.; Basu, Kaustuv; Ettori, Stefano
    • Space Science Reviews, Vol. 177, Issue 1-4
    • DOI: 10.1007/s11214-013-9983-8

    The Galaxy Cluster Mass Scale and Its Impact on Cosmological Constraints from the Cluster Population
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    Anomalous microwave emission from spinning nanodiamonds around stars
    journal, June 2018

    Chandra and optical/IR observations of CXO J1415.2+3610, a massive, newly discovered galaxy cluster at z ~ 1.5
    journal, February 2013

    Planck 2013 results. XXIX. The Planck catalogue of Sunyaev-Zeldovich sources
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    Pressure distribution of the high-redshift cluster of galaxies CL J1226.9+3332 with NIKA
    journal, March 2015

    Planck intermediate results : XXXV. Probing the role of the magnetic field in the formation of structure in molecular clouds
    journal, February 2016

    The supernova-regulated ISM: IV. A comparison of simulated polarization with Planck observations
    journal, June 2018

    Characterization of a subsample of the Planck SZ source cluster catalogues using optical SDSS DR12 data
    journal, September 2018

    Projection effects in galaxy cluster samples: insights from X-ray redshifts
    journal, June 2019

    PreProFit: Pressure Profile Fitter for galaxy clusters
    journal, November 2019

    Perspectives on Intracluster Enrichment and the Stellar Initial mass Function in Elliptical Galaxies
    journal, July 2013

    THE STACKED THERMAL SUNYAEV–ZEL’DOVICH SIGNAL OF LOCALLY BRIGHTEST GALAXIES IN PLANCK FULL MISSION DATA: EVIDENCE FOR GALAXY FEEDBACK?
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    Improved constraint on the primordial gravitational-wave density using recent cosmological data and its impact on cosmic string models
    journal, January 2015

    Recent discoveries from the cosmic microwave background: a review of recent progress
    journal, February 2018

    • Staggs, Suzanne; Dunkley, Jo; Page, Lyman
    • Reports on Progress in Physics, Vol. 81, Issue 4
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    Lyman-alpha forests cool warm dark matter
    journal, August 2016

    • Baur, Julien; Palanque-Delabrouille, Nathalie; Yèche, Christophe
    • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 08
    • DOI: 10.1088/1475-7516/2016/08/012

    The impact of star formation and gamma-ray burst rates at high redshift on cosmic chemical evolution and reionization
    journal, January 2015

    • Vangioni, Elisabeth; Olive, Keith A.; Prestegard, Tanner
    • Monthly Notices of the Royal Astronomical Society, Vol. 447, Issue 3
    • DOI: 10.1093/mnras/stu2600

    Analytical model for non-thermal pressure in galaxy clusters – III. Removing the hydrostatic mass bias
    journal, November 2015

    • Shi, Xun; Komatsu, Eiichiro; Nagai, Daisuke
    • Monthly Notices of the Royal Astronomical Society, Vol. 455, Issue 3
    • DOI: 10.1093/mnras/stv2504

    Characterizing extragalactic anomalous microwave emission in NGC 6946 with CARMA
    journal, March 2015

    • Hensley, Brandon; Murphy, Eric; Staguhn, Johannes
    • Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 1
    • DOI: 10.1093/mnras/stv287

    Optical and Sunyaev–Zel'dovich observations of a new sample of distant rich galaxy clusters in the ROSAT All Sky
    journal, May 2015

    • Buddendiek, A.; Schrabback, T.; Greer, C. H.
    • Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 4
    • DOI: 10.1093/mnras/stv783

    The magnetic field and dust filaments in the Polaris Flare
    journal, August 2016

    • Panopoulou, G. V.; Psaradaki, I.; Tassis, K.
    • Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 2
    • DOI: 10.1093/mnras/stw1678

    Statistical properties of Galactic CMB foregrounds: dust and synchrotron
    journal, June 2018

    • Kandel, D.; Lazarian, A.; Pogosyan, D.
    • Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 1
    • DOI: 10.1093/mnras/sty1115

    Possible connection between the asymmetry of the North Polar Spur and Loop I and Fermi bubbles
    journal, November 2018

    • Sarkar, Kartick C.
    • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 4
    • DOI: 10.1093/mnras/sty2944

    Polarization of seven MBM clouds at high Galactic latitude
    journal, April 2018

    • Neha, S.; Maheswar, G.; Soam, A.
    • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 4
    • DOI: 10.1093/mnras/sty485

    Magnetic ionization–thermal instability
    journal, May 2019

    • Dudorov, A. E.; Stepanov, C. E.; Fomin, S. O.
    • Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 1
    • DOI: 10.1093/mnras/stz1335

    Tracing the quenching history of cluster galaxies in the EAGLE simulation
    journal, June 2019

    • Pallero, Diego; Gómez, Facundo A.; Padilla, Nelson D.
    • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 1
    • DOI: 10.1093/mnras/stz1745

    There is no magnetic braking catastrophe: low-mass star cluster and protostellar disc formation with non-ideal magnetohydrodynamics
    journal, August 2019

    • Wurster, James; Bate, Matthew R.; Price, Daniel J.
    • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 2
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    The Milky Way’s halo and subhaloes in self-interacting dark matter
    journal, September 2019

    • Robles, Victor H.; Kelley, Tyler; Bullock, James S.
    • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2
    • DOI: 10.1093/mnras/stz2345

    How much graphene in space?
    journal, October 2019

    • Li, Qi; Li, Aigen; Jiang, B. W.
    • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 3
    • DOI: 10.1093/mnras/stz2740

    Suzaku X-Ray Observations of the Accreting NGC 4839 Group of Galaxies and a Radio Relic in the Coma Cluster
    journal, August 2013

    • Akamatsu, Hiroki; Inoue, Susumu; Sato, Takuya
    • Publications of the Astronomical Society of Japan, Vol. 65, Issue 4
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    Thermodynamic interpretation of the generalized gravity models with geometry-matter coupling
    journal, August 2014

    Observational constraints on slow-roll inflation coupled to a Gauss-Bonnet term
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    CMB internal delensing with general optimal estimator for higher-order correlations
    journal, May 2017

    Measurement of the pairwise kinematic Sunyaev-Zeldovich effect with Planck and BOSS data
    journal, January 2018

    Internal delensing of Planck CMB temperature and polarization
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    • Carron, J.; Lewis, A.; Challinor, Anthony
    • Apollo - University of Cambridge Repository
    • DOI: 10.17863/cam.12356

    The Important Role of Cosmic-Ray Re-Acceleration
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    The link Between Turbulence, Magnetic Fields, Filaments, and star Formation in the Central Molecular zone Cloud G0.253+0.016
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    Planck Lensing and Cosmic Infrared Background Cross-correlation with Fermi -LAT: Tracing Dark Matter Signals in the Gamma-Ray Background
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    The Fraction of Cool-core Clusters in X-Ray versus SZ Samples Using Chandra Observations
    journal, July 2017

    • Andrade-Santos, Felipe; Jones, Christine; Forman, William R.
    • The Astrophysical Journal, Vol. 843, Issue 1
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    Dust–Gas Scaling Relations and OH Abundance in the Galactic ISM
    journal, July 2018

    • Nguyen, Hiep; Dawson, J. R.; Miville-Deschênes, M. -A.
    • The Astrophysical Journal, Vol. 862, Issue 1
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    Diffuse X-Ray Emission from the Northern Arc of Loop I Observed with Suzaku
    journal, July 2018

    • Akita, Masahiro; Kataoka, Jun; Arimoto, Makoto
    • The Astrophysical Journal, Vol. 862, Issue 1
    • DOI: 10.3847/1538-4357/aacd08

    Demonstration of Magnetic Field Tomography with Starlight Polarization toward a Diffuse Sightline of the ISM
    journal, February 2019

    • Panopoulou, Georgia V.; Tassis, Konstantinos; Skalidis, Raphael
    • The Astrophysical Journal, Vol. 872, Issue 1
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    Ultraviolet HST Spectroscopy of Planck Cold Clumps
    journal, February 2019

    Magnetic Field Tomography in Two Clouds toward Ursa Major Using H i Fibers
    journal, March 2019

    • Tritsis, Aris; Federrath, Christoph; Pavlidou, Vasiliki
    • The Astrophysical Journal, Vol. 873, Issue 1
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    The Halo Mass of Optically Luminous Quasars at z ≈ 1–2 Measured via Gravitational Deflection of the Cosmic Microwave Background
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    Gas and Dust Properties in the Chamaeleon Molecular Cloud Complex Based on the Optically Thick H i
    journal, June 2019

    • Hayashi, Katsuhiro; Okamoto, Ryuji; Yamamoto, Hiroaki
    • The Astrophysical Journal, Vol. 878, Issue 2
    • DOI: 10.3847/1538-4357/ab2051

    Impact of Next-to-Leading Order Contributions to Cosmic Microwave Background Lensing
    text, January 2017

    • Marozzi, Giovanni; Fanizza, Giuseppe; Di Dio, Enea
    • American Physical Society
    • DOI: 10.5167/uzh-148007

    Probing Diffuse Gas with Fast Radio Bursts
    text, January 2019

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