Joint Analysis of BICEP2/ Keck Array and Planck Data
Open accessAbstract
We report the results of a joint analysis of data from BICEP2/Keck Array and Planck. BICEP2 and Keck Array have observed the same approximately 400 deg^{2} patch of sky centered on RA 0 h, Dec. -57.5°. The combined maps reach a depth of 57 nK deg in Stokes Q and U in a band centered at 150 GHz. Planck has observed the full sky in polarization at seven frequencies from 30 to 353 GHz, but much less deeply in any given region (1.2 μK deg in Q and U at 143 GHz). We detect 150×353 cross-correlation in B modes at high significance. We fit the single- and cross-frequency power spectra at frequencies ≥150 GHz to a lensed-ΛCDM model that includes dust and a possible contribution from inflationary gravitational waves (as parametrized by the tensor-to-scalar ratio r), using a prior on the frequency spectral behavior of polarized dust emission from previous Planck analysis of other regions of the sky. We find strong evidence for dust and no statistically significant evidence for tensor modes. We probe various model variations and extensions, including adding a synchrotron component in combination with lower frequency data, and find that these make little difference to the r constraint. Finally, we present an alternative analysis which is similar to a map-based cleaning of the dust contribution, and show that this gives similar constraints. The final result is expressed as a likelihood curve for r, and yields an upper limit r_{0.05}<0.12 at 95% confidence. Marginalizing over dust and r, lensing B modes are detected at 7.0σ significance.
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The current experimental bounds on the tensor-to-scalar ratio are r < 0.07 (95% confidence level, Planck, BICEP2/Keck-Array combined).
“The current experimental bounds (Ade et al., 2015(Ade et al., , 2016b,a) ,a) are r < 0.07 (95% confidence level, Planck, BICEP2/Keck-Array combined), with near future experiments expected to strengthen this bound significantly.”
From Euclidean Wormholes, Baby Universes, and Their Impact on Particle Physics and Cosmology (2018) · cites this paper as Ade et al., 2015
In the simplest form, models of natural inflation are disfavored by Planck.
“In this simplest form, models of natural inflation are disfavored by Planck (Ade et al., 2015(Ade et al., , 2016a,b),b).”
From Euclidean Wormholes, Baby Universes, and Their Impact on Particle Physics and Cosmology (2018) · cites this paper as Ade et al., 2015
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Cosmological parameters from CMB and other data: A Monte Carlo approach
Lewis, A., & Bridle, S. (2002) · Physical Review D · doi:10.1103/physrevd.66.103511 · Cited by 3,495 · see citing works
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Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects
Lahat, D., Adali, T., & Jutten, C. (2015) · Proceedings of the IEEE · doi:10.1109/jproc.2015.2460697 · Cited by 1,296 · see citing works
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Self-citationMontero, M., Uranga, A. M., & Valenzuela, I. (2015) · Journal of High Energy Physics · doi:10.1007/jhep08(2015)032 · Cited by 200 · see citing works
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Euclidean Wormholes, Baby Universes, and Their Impact on Particle Physics and Cosmology
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- Authors
- Ade, P. A. R., Aghanim, N., Ahmed, Z., Aikin, R. W., Alexander, K. D., Arnaud, M., Aumont, J., Baccigalupi, C., Banday, A. J., Barkats, D., Barreiro, R. B., Bartlett, J. G., Bartolo, N., Battaner, E., Benabed, K., Benoît, A., Benoit-Lévy, A., Benton, S. J., Bernard, J.-P., Bersanelli, M., Bielewicz, P., Bischoff, C. A., Bock, J. J., Bonaldi, A., Bonavera, L., Bond, J. R., Borrill, J., Bouchet, F. R., Boulanger, F., Brevik, J. A., Bucher, M., Buder, I., Bullock, E., Burigana, C., Butler, R. C., Buza, V., Calabrese, E., Cardoso, J.-F., Catalano, A., Challinor, A., Chary, R.-R., Chiang, H. C., Christensen, P. R., Colombo, L. P. L., Combet, C., Connors, J., Couchot, F., Coulais, A., Crill, B. P., Curto, A., Cuttaia, F., Danese, L., Davies, R. D., Davis, R. J., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Delouis, J.-M., Désert, F.-X., Dickinson, C., Diego, J. M., Dole, H., Donzelli, S., Doré, O., Douspis, M., Dowell, C. D., Duband, L., Ducout, A., Dunkley, J., Dupac, X., Dvorkin, C., Efstathiou, G., Elsner, F., Enßlin, T. A., Eriksen, H. K., Falgarone, E., Filippini, J. P., Finelli, F., Fliescher, S., Forni, O., Frailis, M., Fraisse, A. A., Franceschi, E., Frejsel, A., Galeotta, S., Galli, S., Ganga, K., Ghosh, T., Giard, M., Gjerløw, E., Golwala, S. R., González-Nuevo, J., Górski, K. M., Gratton, S., Gregorio, A., Gruppuso, A., Gudmundsson, J. E., Halpern, M., Hansen, F. K., Hanson, D., Harrison, D. L., Hasselfield, M., Helou, G., Henrot-Versillé, S., Herranz, D., Hildebrandt, S. R., Hilton, G. C., Hivon, E., Hobson, M., Holmes, W. A., Hovest, W., Hristov, V. V., Huffenberger, K. M., Hui, H., Hurier, G., Irwin, K. D., Jaffe, A. H., Jaffe, T. R., Jewell, J., Jones, W. C., Juvela, M., Karakci, A., Karkare, K. S., Kaufman, J. P., Keating, B. G., Kefeli, S., Keihänen, E., Kernasovskiy, S. A., Keskitalo, R., Kisner, T. S., Kneissl, R., Knoche, J., Knox, L., Kovac, J. M., Krachmalnicoff, N., Kunz, M., Kuo, C. L., Kurki-Suonio, H., Lagache, G., Lähteenmäki, A., Lamarre, J.-M., Lasenby, A., Lattanzi, M., Lawrence, C. R., Leitch, E. M., Leonardi, R., Levrier, F., Lewis, A., Liguori, M., Lilje, P. B., Linden-Vørnle, M., López-Caniego, M., Lubin, P. M., Lueker, M., Macías-Pérez, J. F., Maffei, B., Maino, D., Mandolesi, N., Mangilli, A., Maris, M., Martin, P. G., Martínez-González, E., Masi, S., Mason, P., Matarrese, S., Megerian, K. G., Meinhold, P. R., Melchiorri, A., Mendes, L., Mennella, A., Migliaccio, M., Mitra, S., Miville-Deschênes, M.-A., Moneti, A., Montier, L., Morgante, G., Mortlock, D., Moss, A., Munshi, D., Murphy, J. A., Naselsky, P., Nati, F., Natoli, P., Netterfield, C. B., Nguyen, H. T., Nørgaard-Nielsen, H. U., Noviello, F., Novikov, D., Novikov, I., O’Brient, R., Ogburn, R. W., Orlando, A., Pagano, L., Pajot, F., Paladini, R., Paoletti, D., Partridge, B., Pasian, F., Patanchon, G., Pearson, T. J., Perdereau, O., Perotto, L., Pettorino, V., Piacentini, F., Piat, M., Pietrobon, D., Plaszczynski, S., Pointecouteau, E., Polenta, G., Ponthieu, N., Pratt, G. W., Prunet, S., Pryke, C., Puget, J.-L., Rachen, J. P., Reach, W. T., Rebolo, R., Reinecke, M., Remazeilles, M., Renault, C., Renzi, A., Richter, S., Ristorcelli, I., Rocha, G., Rossetti, M., Roudier, G., Rowan-Robinson, M., Rubiño-Martín, J. A., Rusholme, B., Sandri, M., Santos, D., Savelainen, M., Savini, G., Schwarz, R., Scott, D., Seiffert, M. D., Sheehy, C. D., Spencer, L. D., Staniszewski, Z. K., Stolyarov, V., Sudiwala, R., Sunyaev, R., Sutton, D., Suur-Uski, A.-S., Sygnet, J.-F., Tauber, J. A., Teply, G. P., Terenzi, L., Thompson, K. L., Toffolatti, L., Tolan, J. E., Tomasi, M., Tristram, M., Tucci, M., Turner, A. D., Valenziano, L., Valiviita, J., Van Tent, B., Vibert, L., Vielva, P., Vieregg, A. G., Villa, F., Wade, L. A., Wandelt, B. D., Watson, R., Weber, A. C., Wehus, I. K., White, M., White, S. D. M., Willmert, J., Wong, C. L., Yoon, K. W., Yvon, D., Zacchei, A., Zonca, A., & Collaborations), (. A. P.
- Affiliations
- Cardiff University (GB)
- Université Paris-Sud (FR)
- Stanford University (US)
- California Institute of Technology (US)
- Center for Astrophysics Harvard & Smithsonian (US)
- Centre National de la Recherche Scientifique (FR)
- Scuola Internazionale Superiore di Studi Avanzati (IT)
- Atacama Large Millimeter Submillimeter Array (CL)
- Universidad de Cantabria (ES)
- University of Padua (IT)
- Universidad de Granada (ES)
- University of Toronto (CA)
- University of Milan (IT)
- University of Manchester (GB)
- Lawrence Berkeley National Laboratory (US)
- University of Minnesota (US)
- University of Ferrara (IT)
- National Institute for Astrophysics (IT)
- University of Oxford (GB)
- Télécom Paris (FR)
- University of Cambridge (GB)
- Princeton University (US)
- University of Copenhagen (DK)
- University of Southern California (US)
- Jet Propulsion Laboratory (US)
- Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR)
- European Space Agency (FR)
- Max Planck Institute for Astrophysics (DE)
- University of Oslo (NO)
- Istituto Nazionale di Fisica Nucleare, Sezione di Bologna (IT)
- Trieste Astronomical Observatory (IT)
- University of Trieste (IT)
- University of British Columbia (CA)
- National Institute of Standards and Technology (US)
- Florida State University (US)
- Imperial College London (GB)
- University of Helsinki (FI)
- University of California San Diego (US)
- University of California, Davis (US)
- SLAC National Accelerator Laboratory (US)
- University of Chicago (US)
- University of Sussex (GB)
- DTU Space (DK)
- University of California, Santa Barbara (US)
- Sapienza University of Rome (IT)
- Istituto Nazionale di Fisica Nucleare, Sezione di Roma I (IT)
- University of Nottingham (GB)
- National University of Ireland, Maynooth (IE)
- P.N. Lebedev Physical Institute of the Russian Academy of Sciences (RU)
- Haverford College (US)
- Heidelberg University (DE)
- Astronomical Observatory of Rome (IT)
- Radboud University Nijmegen (NL)
- Universities Space Research Association (US)
- Consejo Superior de Investigaciones Científicas (ES)
- University of Rome Tor Vergata (IT)
- Universidad de La Laguna (ES)
- University College London (GB)
- Russian Academy of Sciences (RU)
- Università degli Studi eCampus (IT)
- University of Geneva (CH)
- University of California, Berkeley (US)
- ORCID
- Ade, P. A. R.
- Aghanim, N.
- Ahmed, Z.
- Alexander, K. D.
- Aumont, J.
- Baccigalupi, C.
- Banday, A. J.
- Barkats, D.
- Barreiro, R. B.
- Bartlett, J. G.
- Bartolo, N.
- Battaner, E.
- Benoit-Lévy, A.
- Bernard, J.-P.
- Bersanelli, M.
- Bielewicz, P.
- Bischoff, C. A.
- Bock, J. J.
- Bonaldi, A.
- Bonavera, L.
- Bond, J. R.
- Bouchet, F. R.
- Boulanger, F.
- Bucher, M.
- Burigana, C.
- Butler, R. C.
- Buza, V.
- Cardoso, J.-F.
- Catalano, A.
- Challinor, A.
- Chary, R.-R.
- Chiang, H. C.
- Colombo, L. P. L.
- Combet, C.
- Connors, J.
- Couchot, F.
- Coulais, A.
- Crill, B. P.
- Curto, A.
- Cuttaia, F.
- Danese, L.
- Delabrouille, J.
- Delouis, J.-M.
- Désert, F.-X.
- Dickinson, C.
- Diego, J. M.
- Dole, H.
- Doré, O.
- Douspis, M.
- Dowell, C. D.
- Dunkley, J.
- Efstathiou, G.
- Elsner, F.
- Enßlin, T. A.
- Eriksen, H. K.
- Falgarone, E.
- Filippini, J. P.
- Finelli, F.
- Forni, O.
- Frailis, M.
- Franceschi, E.
- Galeotta, S.
- Galli, S.
- Ganga, K.
- Ghosh, T.
- Gjerløw, E.
- Golwala, S. R.
- González-Nuevo, J.
- Gregorio, A.
- Gruppuso, A.
- Gudmundsson, J. E.
- Halpern, M.
- Hansen, F. K.
- Harrison, D. L.
- Hasselfield, M.
- Herranz, D.
- Hildebrandt, S. R.
- Hilton, G. C.
- Hivon, E.
- Hobson, M.
- Huffenberger, K. M.
- Hui, H.
- Hurier, G.
- Irwin, K. D.
- Jaffe, A. H.
- Jaffe, T. R.
- Jones, W. C.
- Juvela, M.
- Karkare, K. S.
- Keating, B. G.
- Keihänen, E.
- Kneissl, R.
- Knoche, J.
- Knox, L.
- Kovac, J. M.
- Krachmalnicoff, N.
- Kunz, M.
- Kuo, C. L.
- Kurki-Suonio, H.
- Lagache, G.
- Lähteenmäki, A.
- Lasenby, A.
- Lattanzi, M.
- Lawrence, C. R.
- Leitch, E. M.
- Leonardi, R.
- Levrier, F.
- Lewis, A.
- Liguori, M.
- Lilje, P. B.
- Linden-Vørnle, M.
- López-Caniego, M.
- Maffei, B.
- Maino, D.
- Mandolesi, N.
- Mangilli, A.
- Maris, M.
- Martin, P. G.
- Martínez-González, E.
- Masi, S.
- Mason, P.
- Matarrese, S.
- Melchiorri, A.
- Mendes, L.
- Mennella, A.
- Migliaccio, M.
- Mitra, S.
- Miville-Deschênes, M.-A.
- Montier, L.
- Morgante, G.
- Mortlock, D.
- Moss, A.
- Murphy, J. A.
- Nati, F.
- Natoli, P.
- Nguyen, H. T.
- Nørgaard-Nielsen, H. U.
- Novikov, D.
- Ogburn, R. W.
- Orlando, A.
- Pagano, L.
- Pajot, F.
- Paladini, R.
- Paoletti, D.
- Partridge, B.
- Pasian, F.
- Patanchon, G.
- Pearson, T. J.
- Perotto, L.
- Pettorino, V.
- Piacentini, F.
- Piat, M.
- Pietrobon, D.
- Plaszczynski, S.
- Polenta, G.
- Ponthieu, N.
- Prunet, S.
- Pryke, C.
- Rachen, J. P.
- Reach, W. T.
- Rebolo, R.
- Remazeilles, M.
- Renzi, A.
- Ristorcelli, I.
- Rocha, G.
- Rossetti, M.
- Roudier, G.
- Rubiño-Martín, J. A.
- Rusholme, B.
- Sandri, M.
- Santos, D.
- Savini, G.
- Schwarz, R.
- Scott, D.
- Spencer, L. D.
- Stolyarov, V.
- Sudiwala, R.
- Suur-Uski, A.-S.
- Terenzi, L.
- Thompson, K. L.
- Toffolatti, L.
- Tolan, J. E.
- Tomasi, M.
- Tristram, M.
- Tucci, M.
- Valenziano, L.
- Vielva, P.
- Vieregg, A. G.
- Villa, F.
- Wandelt, B. D.
- Watson, R.
- Wehus, I. K.
- White, M.
- White, S. D. M.
- Willmert, J.
- Yvon, D.
- Zacchei, A.
- Zonca, A.
- Venue
- Physical Review Letters
- Publisher
- American Physical Society (APS)
- Published
- 2015-03-09
- Volume
- 114
- Issue
- 10
- Pages
- 101301-101301
- ISSN
- 0031-9007 (ISSN-L)
- 1079-7114
- OpenAlex
- W1964777539
- Cited by
- 1,013
- References
- 1
- Citations by year
- 2026: 14 · 2025: 22 · 2024: 18 · 2023: 27 · 2022: 42 · 2021: 44 · 2020: 49 · 2019: 125 · 2018: 112 · 2017: 108 · 2016: 238 · 2015: 210 · 2014: 4
- FWCI
- 126.71
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
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- Physical Review Letters (publishedVersion)
- arXiv (Cornell University) (publishedVersion)
- PubMed (publishedVersion)
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- Funders
- National Science Foundation (ANT-0742818, ANT-1044978, ANT-0742592, ANT-1110087, ANT-1145172, ANT-1145143, ANT-1145248)
- National Aeronautics and Space Administration (06-ARPA206-0040, 10-SAT10-0017)
- W.M. Keck Foundation
- European Space Agency
- Centre National d’Etudes Spatiales
- Centre National de la Recherche Scientifique
- Agenzia Spaziale Italiana
- Consiglio Nazionale delle Ricerche
- INAF-Osservatorio Astronomico di Padova
- U.S. Department of Energy
- Science and Technology Facilities Council
- Consejo Superior de Investigaciones Científicas
- Ministerio de Economía y Competitividad
- Tekes
- Deutsches Zentrum für Luft- und Raumfahrt
- Max-Planck-Gesellschaft
- Canadian Space Agency
- Danmarks Tekniske Universitet
- Science Foundation Ireland
- Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa
- Ministério da Ciência, Tecnologia e Ensino Superior
- European Research Council
- Partnership for Advanced Computing in Europe AISBL
- Suomen Akatemia
- JPL Research and Technology Development Fund
- UK Space Agency
- Junta de Andalucia
- Red Española de Supercomputacion
- IT Center for Science
- State Secretariat for Education and Research/Swiss Space Office
- Research Council of Norway
- Topics
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Cosmology and Gravitation Theories
- Physical Sciences › Physics and Astronomy › Nuclear and High Energy Physics › Dark Matter and Cosmic Phenomena
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Noncommutative and Quantum Gravity Theories
- Keywords
- Planck, CMB polarization, B-mode polarization, tensor-to-scalar ratio, inflationary gravitational waves, synchrotron radiation
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