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  • Broderick, Avery E.Perimeter Institute for Theoretical Physics (author)

THEMIS: A Parameter Estimation Framework for the Event Horizon Telescope

  • Article/chapterEnglish2020

Publisher, publication year, extent ...

  • 2020-07-10
  • American Astronomical Society,2020
  • electronicrdacarrier

Numbers

  • LIBRIS-ID:oai:research.chalmers.se:12d97f0e-707e-4ad5-a6ee-cc19d430ff15
  • https://research.chalmers.se/publication/518266URI
  • https://doi.org/10.3847/1538-4357/ab91a4DOI

Supplementary language notes

  • Language:English
  • Summary in:English

Part of subdatabase

Classification

  • Subject category:art swepub-publicationtype
  • Subject category:ref swepub-contenttype

Notes

  • The Event Horizon Telescope (EHT) provides the unprecedented ability to directly resolve the structure and dynamics of black hole emission regions on scales smaller than their horizons. This has the potential to critically probe the mechanisms by which black holes accrete and launch outflows, and the structure of supermassive black hole spacetimes. However, accessing this information is a formidable analysis challenge for two reasons. First, the EHT natively produces a variety of data types that encode information about the image structure in nontrivial ways; these are subject to a variety of systematic effects associated with very long baseline interferometry and are supplemented by a wide variety of auxiliary data on the primary EHT targets from decades of other observations. Second, models of the emission regions and their interaction with the black hole are complex, highly uncertain, and computationally expensive to construct. As a result, the scientific utilization of EHT observations requires a flexible, extensible, and powerful analysis framework. We present such a framework, Themis, which defines a set of interfaces between models, data, and sampling algorithms that facilitates future development. We describe the design and currently existing components of Themis, how Themis has been validated thus far, and present additional analyses made possible by Themis that illustrate its capabilities. Importantly, we demonstrate that Themis is able to reproduce prior EHT analyses, extend these, and do so in a computationally efficient manner that can efficiently exploit modern high-performance computing facilities. Themis has already been used extensively in the scientific analysis and interpretation of the first EHT observations of M87.

Subject headings and genre

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  • Gold, R.Perimeter Institute for Theoretical Physics (author)
  • Karami, MansourPerimeter Institute for Theoretical Physics (author)
  • Preciado-López, Jorge A.Perimeter Institute for Theoretical Physics (author)
  • Tiede, PaulPerimeter Institute for Theoretical Physics (author)
  • Pu, Hung-YiPerimeter Institute for Theoretical Physics (author)
  • Akiyama, KazunoriNational Radio Astronomy Observatory (author)
  • Alberdi, AntxonInstituto de Astrofisica de Andalucía (IAA),Institute of Astrophysics of Andalusia (IAA) (author)
  • Alef, WalterMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Asada, K.Academia Sinica Taiwan (author)
  • Azulay, R.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Baczko, A. K.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Baloković, MislavHarvard University (author)
  • Barrett, JohnMassachusetts Institute of Technology (MIT) (author)
  • Bintley, DanEast Asian Observatory (author)
  • Blackburn, LindyHarvard University (author)
  • Boland, W. (author)
  • Bouman, K. L.Harvard University (author)
  • Bower, G. C.Academia Sinica Taiwan (author)
  • Bremer, M.Institut de Radioastronomie Millimétrique (IRAM) (author)
  • Brinkerink, C. D.Radboud Universiteit,Radboud University (author)
  • Brissenden, RogerHarvard University (author)
  • Britzen, SilkeMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Broguière, D.Institut de Radioastronomie Millimétrique (IRAM) (author)
  • Bronzwaer, ThomasRadboud Universiteit,Radboud University (author)
  • Byun, Do YoungKorea Astronomy and Space Science Institute (author)
  • Carlstrom, J. E.University of Chicago (author)
  • Chael, A.Harvard University (author)
  • Chatterjee, S.Cornell University (author)
  • Chatterjee, KoushikUniversiteit Van Amsterdam,University of Amsterdam (author)
  • Chen, Ming TangAcademia Sinica Taiwan (author)
  • Chen, YongjunShanghai Astronomical Observatory. Chinese Academy of Sciences,Shanghai Astronomical Observatory Chinese Academy of Sciences (author)
  • Cho, I.Korea Astronomy and Space Science Institute (author)
  • Conway, John,1963Chalmers tekniska högskola,Chalmers University of Technology(Swepub:cth)jconway (author)
  • Cordes, James M.Cornell University (author)
  • Crew, G.Massachusetts Institute of Technology (MIT) (author)
  • Cui, YuzhuNational Astronomical Observatory of Japan (author)
  • Davelaar, JordyRadboud Universiteit,Radboud University (author)
  • De Laurentis, MariafeliciaJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Deane, R. P.Universiteit van Pretoria,University of Pretoria (author)
  • Dempsey, JessicaEast Asian Observatory (author)
  • Desvignes, GregoryMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Doeleman, S.Harvard University (author)
  • Eatough, Ralph P.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Falcke, H.D.Radboud Universiteit,Radboud University (author)
  • Fish, V.Massachusetts Institute of Technology (MIT) (author)
  • Fomalont, EdNational Radio Astronomy Observatory (author)
  • Fraga-Encinas, R.Radboud Universiteit,Radboud University (author)
  • Friberg, P.East Asian Observatory (author)
  • Fromm, Christian M.Johann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Galison, PeterHarvard University (author)
  • Gammie, Charles F.University of Illinois (author)
  • Garcia, RobertoInstitut de Radioastronomie Millimétrique (IRAM) (author)
  • Gentaz, OlivierInstitut de Radioastronomie Millimétrique (IRAM) (author)
  • Georgiev, BorisPerimeter Institute for Theoretical Physics (author)
  • Goddi, C.Radboud Universiteit,Radboud University (author)
  • Gomez, J. L.Instituto de Astrofisica de Andalucía (IAA),Institute of Astrophysics of Andalusia (IAA) (author)
  • Gu, MinfengShanghai Astronomical Observatory. Chinese Academy of Sciences,Shanghai Astronomical Observatory Chinese Academy of Sciences (author)
  • Gurwell, M.Harvard-Smithsonian Center for Astrophysics (author)
  • Hada, K.National Astronomical Observatory of Japan (author)
  • Hecht, Michael H.Massachusetts Institute of Technology (MIT) (author)
  • Hesper, R.Rijksuniversiteit Groningen,University of Groningen (author)
  • Ho, Luis C.Beijing University of Technology (author)
  • Ho, P.Academia Sinica Taiwan (author)
  • Honma, M.National Astronomical Observatory of Japan (author)
  • Huang, Chih Wei L.Academia Sinica Taiwan (author)
  • Huang, LeiShanghai Astronomical Observatory. Chinese Academy of Sciences,Shanghai Astronomical Observatory Chinese Academy of Sciences (author)
  • Hughes, D.Instituto Nacional de Astrofísica, Óptica y Electrońica (INAOE),National Institute of Astrophysics, Optics and Electronics (INAOE) (author)
  • Inoue, MakotoAcademia Sinica Taiwan (author)
  • Issaoun, S.Radboud Universiteit,Radboud University (author)
  • James, David J.Harvard University (author)
  • Janssen, MichaelRadboud Universiteit,Radboud University (author)
  • Jeter, BrittonPerimeter Institute for Theoretical Physics (author)
  • Jiang, WuShanghai Astronomical Observatory. Chinese Academy of Sciences,Shanghai Astronomical Observatory Chinese Academy of Sciences (author)
  • Jimenez-Rosales, AlejandraMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Johnson, Michael D.Harvard University (author)
  • Jorstad, S.G.Saint Petersburg State University - Spsu (author)
  • Jung, TaehyunKorea Astronomy and Space Science Institute (author)
  • Karuppusamy, R.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Kawashima, TomohisaNational Astronomical Observatory of Japan (author)
  • Keating, G.Harvard-Smithsonian Center for Astrophysics (author)
  • Kettenis, M. M.Joint Institute for VLBI in Europe (JIVE) (author)
  • Kim, Jae-YoungMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Kim, JongsooKorea Astronomy and Space Science Institute (author)
  • Kino, M.National Astronomical Observatory of Japan (author)
  • Koay, Jun YiAcademia Sinica Taiwan (author)
  • Koch, Patrick M.Academia Sinica Taiwan (author)
  • Koyama, ShokoAcademia Sinica Taiwan (author)
  • Kramer, M.A.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Kramer, C.Institut de Radioastronomie Millimétrique (IRAM) (author)
  • Krichbaum, T.P.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Kuo, Cheng-YuNational Sun Yat-Sen University (author)
  • Lee, Sang SungKorea Astronomy and Space Science Institute (author)
  • Li, Yan RongChinese Academy of Sciences (author)
  • Li, ZhiyuanNanjing University (author)
  • Lindqvist, Michael,1960Chalmers tekniska högskola,Chalmers University of Technology(Swepub:cth)mlq (author)
  • Lico, R.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Liu, KuoMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
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  • Lobanov, A. P.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Loinard, L.Universidad Nacional Autónoma de México (UNAM),Universidad Nacional Autonoma de Mexico (author)
  • Lonsdale, ColinMassachusetts Institute of Technology (MIT) (author)
  • Lu, R.S.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Macdonald, N. R.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Mao, JirongChinese Academy of Sciences (author)
  • Marscher, A.Boston University (author)
  • Marti-Vidal, Ivan,1980Universitat de Valencia(Swepub:cth)mivan (author)
  • Matsushita, S.Academia Sinica Taiwan (author)
  • Matthews, Lynn D.Massachusetts Institute of Technology (MIT) (author)
  • Menten, K.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Mizuno, YosukeJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Mizuno, IzumiEast Asian Observatory (author)
  • Moran, James M.Harvard University (author)
  • Moriyama, KotaroMassachusetts Institute of Technology (MIT) (author)
  • Mościbrodzka, M.Radboud Universiteit,Radboud University (author)
  • Müller, C.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Nagai, H.National Astronomical Observatory of Japan (author)
  • Nagar, N. M.Universidad de Concepción,University of Concepcion (author)
  • Nakamura, MasanoriAcademia Sinica Taiwan (author)
  • Narayan, RameshHarvard University (author)
  • Narayanan, GopalUniversity of Massachusetts (author)
  • Natarajan, IniyanRhodes University (author)
  • Neri, R.Institut de Radioastronomie Millimétrique (IRAM) (author)
  • Ni, ChunchongPerimeter Institute for Theoretical Physics (author)
  • Noutsos, A.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Okino, HirokiNational Astronomical Observatory of Japan (author)
  • Olivares, HéctorJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Ortiz-León, G.N.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Oyama, TomoakiNational Astronomical Observatory of Japan (author)
  • Palumbo, Daniel C.M.Harvard University (author)
  • Park, JonghoAcademia Sinica Taiwan (author)
  • Pen, U. L.Perimeter Institute for Theoretical Physics (author)
  • Pesce, Dominic W.Harvard University (author)
  • Piétu, VincentInstitut de Radioastronomie Millimétrique (IRAM) (author)
  • Plambeck, Richard L.University of California (author)
  • PopStefanija, AleksandarUniversity of Massachusetts (author)
  • Porth, OliverJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Prather, BenUniversity of Illinois (author)
  • Ramakrishnan, VenkatesshUniversidad de Concepción,University of Concepcion (author)
  • Rao, R.Academia Sinica Taiwan (author)
  • Rawlings, M.G.East Asian Observatory (author)
  • Raymond, Alexander W.Harvard University (author)
  • Rezzolla, LucianoJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Ripperda, BartJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Roelofs, F.Radboud Universiteit,Radboud University (author)
  • Rogers, A.E.E.Massachusetts Institute of Technology (MIT) (author)
  • Ros, EduardoMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Rose, MelUniversity of Arizona (author)
  • Rottmann, H.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Ruszczyk, C.Massachusetts Institute of Technology (MIT) (author)
  • Ryan, Benjamin R.Los Alamos National Laboratory (author)
  • Rygl, Kazi L.J.Istituto di Radioastronomia (author)
  • Sanchez, S.Institut de Radioastronomie Millimétrique (IRAM) (author)
  • Sánchez-Arguelles, DavidInstituto Nacional de Astrofísica, Óptica y Electrońica (INAOE),National Institute of Astrophysics, Optics and Electronics (INAOE) (author)
  • Sasada, MahitoNational Astronomical Observatory of Japan (author)
  • Savolainen, T.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Schloerb, F. P.University of Massachusetts (author)
  • Schuster, K.Institut de Radioastronomie Millimétrique (IRAM) (author)
  • Shao, LijingMax Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Shen, Zhi QiangShanghai Astronomical Observatory. Chinese Academy of Sciences,Shanghai Astronomical Observatory Chinese Academy of Sciences (author)
  • Small, DesJoint Institute for VLBI in Europe (JIVE) (author)
  • Sohn, B. W.Korea Astronomy and Space Science Institute (author)
  • SooHoo, J.Massachusetts Institute of Technology (MIT) (author)
  • Tazaki, FumieNational Astronomical Observatory of Japan (author)
  • Tilanus, R. P. J.Radboud Universiteit,Radboud University (author)
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  • Traianou, E.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
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  • Wong, George N.University of Illinois (author)
  • Wu, QingwenHuazhong University of Science and Technology (author)
  • Yoon, DoosooUniversiteit Van Amsterdam,University of Amsterdam (author)
  • Young, A.Radboud Universiteit,Radboud University (author)
  • Young, KenHarvard-Smithsonian Center for Astrophysics (author)
  • Younsi, ZiriJohann Wolfgang Goethe Universität Frankfurt am Main,Goethe University Frankfurt (author)
  • Yuan, FengShanghai Astronomical Observatory. Chinese Academy of Sciences,Shanghai Astronomical Observatory Chinese Academy of Sciences (author)
  • Yuan, Ye-FeiUniversity of Science and Technology of China (author)
  • Zensus, A.J.Max Planck Gesellschaft zur Förderung der Wissenschaften e.V. (MPG),Max Planck Society for the Advancement of Science (MPG) (author)
  • Zhao, G. Y.Instituto de Astrofisica de Andalucía (IAA),Institute of Astrophysics of Andalusia (IAA) (author)
  • Zhao, Shan-ShanRadboud Universiteit,Radboud University (author)
  • Zhu, ZiyanHarvard University (author)
  • Perimeter Institute for Theoretical PhysicsNational Radio Astronomy Observatory (creator_code:org_t)

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  • In:Astrophysical Journal: American Astronomical Society897:21538-43570004-637X

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