Binary Companions of Evolved Stars in APOGEE DR14: Search Method and Catalog of ∼5000 Companions
Adrian M. Price-Whelan,David W. Hogg,Hans-Walter Rix,Nathan De Lee,Nathan De Lee,Steven R. Majewski,David L. Nidever,Nicholas Troup,José G. Fernández-Trincado,D. A. García-Hernández,D. A. García-Hernández,Penélope Longa-Peña,Christian Nitschelm,Jennifer Sobeck,Olga Zamora,Olga Zamora +15 more
TLDR
In this paper, a Monte Carlo sampler (The Joker) is used to perform a search for companions to 96,231 red-giant stars observed in the APOGEE survey (DR14) with $ ≥ 3$ spectroscopic epochs.Abstract:
Multi-epoch radial velocity measurements of stars can be used to identify stellar, sub-stellar, and planetary-mass companions. Even a small number of observation epochs can be informative about companions, though there can be multiple qualitatively different orbital solutions that fit the data. We have custom-built a Monte Carlo sampler (The Joker) that delivers reliable (and often highly multi-modal) posterior samplings for companion orbital parameters given sparse radial-velocity data. Here we use The Joker to perform a search for companions to 96,231 red-giant stars observed in the APOGEE survey (DR14) with $\\geq 3$ spectroscopic epochs. We select stars with probable companions by making a cut on our posterior belief about the amplitude of the stellar radial-velocity variation induced by the orbit. We provide (1) a catalog of 320 companions for which the stellar companion properties can be confidently determined, (2) a catalog of 4,898 stars that likely have companions, but would require more observations to uniquely determine the orbital properties, and (3) posterior samplings for the full orbital parameters for all stars in the parent sample. We show the characteristics of systems with confidently determined companion properties and highlight interesting systems with candidate compact object companions.read more
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Journal ArticleDOI
Gaia Data Release 2. Summary of the contents and survey properties
Anthony G. A. Brown,Antonella Vallenari,T. Prusti,J. H. J. de Bruijne,C. Babusiaux,Coryn A. L. Bailer-Jones,M. Biermann,D. W. Evans,L. Eyer,F. Jansen,Carme Jordi,Sergei A. Klioner,U. Lammers,Lennart Lindegren,Xavier Luri,Francois Mignard,C. Panem,Dimitri Pourbaix,Sofia Randich,P. Sartoretti,H. I. Siddiqui,Caroline Soubiran,F. van Leeuwen,Nicholas A. Walton,Frédéric Arenou,Ulrich Bastian,Mark Cropper,R. Drimmel,D. Katz,M. G. Lattanzi,Joost M. Bakker,C. Cacciari,J. Castañeda,L. Chaoul,N. Cheek,F. De Angeli,C. Fabricius,Raphael Guerra,B. Holl,E. Masana,R. Messineo,Nami Mowlavi,K. Nienartowicz,P. Panuzzo,J. Portell,M. Riello,George M. Seabroke,Paolo Tanga,F. Thévenin,G. Gracia-Abril,G. Comoretto,M. Garcia-Reinaldos,D. Teyssier,Martin Altmann,Rene Andrae,M. Audard,I. Bellas-Velidis,K. Benson,Jérôme Berthier,R. Blomme,P. Burgess,G. Busso,Benoit Carry,Alberto Cellino,G. Clementini,M. Clotet,O. Creevey,M. Davidson,J. De Ridder,Ludovic Delchambre,A. Dell'Oro,C. Ducourant,J. 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Romero-Gómez,Nicholas Rowell,F. Royer,L. Ruiz-Dern,G. Sadowski,T. Sagristà Sellés,Johannes Sahlmann,J. Salgado,E. Salguero,Nicoletta Sanna,Toni Santana-Ros,M. Sarasso,H. Savietto,M. Schultheis,Eva Sciacca,M. Segol,J. C. Segovia,Damien Ségransan,I.-C. Shih,L. Siltala,A. F. Silva,Richard L. Smart,K. W. Smith,E. Solano,F. Solitro,R. Sordo,Sonia Nieto,J. Souchay,A. Spagna,Federica Spoto,U. Stampa,Iain A. Steele,H. Steidelmüller,C. A. Stephenson,H. Stoev,F. F. Suess,Jean Surdej,Laszlo Szabados,E. Szegedi-Elek,D. Tapiador,F. Taris,G. Tauran,M. B. Taylor,Ramachrisna Teixeira,D. Terrett,P. Teyssandier,W. Thuillot,A. Titarenko,F. Torra Clotet,C. Turon,A. Ulla,E. Utrilla,S. Uzzi,M. Vaillant,G. Valentini,V. Valette,A. van Elteren,E. Van Hemelryck,M. van Leeuwen,M. Vaschetto,Alberto Vecchiato,Jovan Veljanoski,Y. Viala,D. Vicente,Steven S. Vogt,C. von Essen,H. Voss,V. Votruba,S. Voutsinas,G. Walmsley,M. Weiler,O. Wertz,T. Wevers,Łukasz Wyrzykowski,A. Yoldas,M. Žerjal,H. Ziaeepour,J. Zorec,Sven Zschocke,Shay Zucker,C. Zurbach,T. Zwitter +452 more
TL;DR: The second Gaia data release, Gaia DR2 as mentioned in this paper, is a major advance with respect to Gaia DR1 in terms of completeness, performance, and richness of the data products.
Journal ArticleDOI
Array programming with NumPy
Charles R. Harris,K. Jarrod Millman,Stefan van der Walt,Stefan van der Walt,Ralf Gommers,Pauli Virtanen,David Cournapeau,Eric Wieser,Julian Taylor,Sebastian Berg,Nathaniel J. Smith,Robert Kern,Matti Picus,Stephan Hoyer,Marten H. van Kerkwijk,Matthew Brett,Matthew Brett,Allan Haldane,Jaime Fernández del Río,Mark Wiebe,Mark Wiebe,Pearu Peterson,Pierre Gérard-Marchant,Kevin Sheppard,Tyler Reddy,Warren Weckesser,Hameer Abbasi,Christoph Gohlke,Travis E. Oliphant +28 more
TL;DR: In this paper, the authors review how a few fundamental array concepts lead to a simple and powerful programming paradigm for organizing, exploring and analysing scientific data, and their evolution into a flexible interoperability layer between increasingly specialized computational libraries is discussed.
Journal ArticleDOI
GW190425: Observation of a Compact Binary Coalescence with Total Mass ∼ 3.4 M O
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Bécsy,Michał Bejger,I. Belahcene,A. S. Bell,D. Beniwal,M. G. Benjamin,B. K. Berger,G. Bergmann,G. Bergmann,Sebastiano Bernuzzi,Christopher P. L. Berry,D. Bersanetti,Alessandro Bertolini,J. Betzwieser,R. Bhandare,J. Bidler,E. Biggs,I. A. Bilenko,S. A. Bilgili,G. Billingsley,R. Birney,Ofek Birnholtz,Sebastien Biscans,Sebastien Biscans,M. Bischi,S. Biscoveanu,A. Bisht,M. Bitossi,M. A. Bizouard,J. K. Blackburn,Jonathan Blackman,Carl Blair,David Blair,R. M. Blair,Steven Bloemen,Fabrizio Bobba,N. Bode,N. Bode,M. Boer,Y. Boetzel,G. Bogaert,François Bondu,R. Bonnand,P. Booker,P. Booker,B. A. Boom,R. Bork,V. Boschi,Suvadeep Bose,V. Bossilkov,J. Bosveld,Yann Bouffanais,A. Bozzi,C. Bradaschia,Patrick Brady,A. Bramley,M. Branchesi,J. E. Brau,Matteo Breschi,Tristan Briant,J. H. Briggs,F. Brighenti,A. Brillet,M. Brinkmann,M. Brinkmann,P. Brockill,A. F. Brooks,J. Brooks,D. D. Brown,S. Brunett,Aaron Buikema,Tomasz Bulik,H. J. Bulten,Alessandra Buonanno,Alessandra Buonanno,D. Buskulic,C. Buy,Robert L. Byer,Miriam Cabero,Miriam Cabero,Laura Cadonati,Gianpietro Cagnoli,C. Cahillane,J. Calderón Bustillo,T. A. Callister,Enrico Calloni,Jordan Camp,W. A. Campbell,Maurizio Canepa,Kipp Cannon,H. Cao,Junwei Cao,Giovanni Carapella,F. Carbognani,S. Caride,M. F. Carney,Gregorio Carullo,J. Casanueva Diaz,C. Casentini,S. Caudill,Marco Cavaglia,Marco Cavaglia,F. Cavalier,R. Cavalieri,G. Cella,Pablo Cerdá-Durán,E. Cesarini,O. Chaibi,K. Chakravarti,S. J. Chamberlin,M. Chan,Sung-Po Chao,P. Charlton,E. A. Chase,E. Chassande-Mottin,Debarati Chatterjee,M. Chaturvedi,K. Chatziioannou,B. D. Cheeseboro,H. S. Chen,Xin Chen,Yi Chen,Hai-Ping Cheng,C. K. Cheong,H. Y. Chia,Francesco Chiadini,Andrea Chincarini,A. Chiummo,G. Cho,Hee-Suk Cho,M. Cho,Nelson Christensen,Q. Chu,Sheon Chua,K. W. Chung,S. Chung,G. Ciani,M. Cieślar,A. A. Ciobanu,Riccardo Ciolfi,F. Cipriano,A. Cirone,F. Clara,John A. Clark,P. Clearwater,F. Cleva,E. Coccia,P. F. Cohadon,David Cohen,Marta Colleoni,Christophe Collette,Chris A. Collins,Monica Colpi,L. R. Cominsky,M. Constancio,L. Conti,S. J. Cooper,P. Corban,Thomas Corbitt,Isabel Cordero-Carrión,Silvia Corezzi,K. R. Corley,Neil J. Cornish,D. Corre,Alessandra Corsi,Samuele Cortese,C. A. Costa,R. Cotesta,Michael W. Coughlin,S. B. Coughlin,S. B. Coughlin,J.-P. Coulon,S. T. Countryman,P. Couvares,P. B. Covas,E. E. Cowan,David Coward,M. J. Cowart,D. C. Coyne,R. Coyne,J. D. E. Creighton,T. D. Creighton,Jonathan Cripe,M. Croquette,S. G. Crowder,Torrey Cullen,A. Cumming,Liam Cunningham,E. Cuoco,T. Dal Canton,G. Dálya,B. D'Angelo,S. L. Danilishin,S. L. Danilishin,S. D'Antonio,Karsten Danzmann,Karsten Danzmann,Anirban Dasgupta,C. F. Da Silva Costa,L. E. H. Datrier,V. Dattilo,I. Dave,M. Davier,Douglas Davis,E. J. Daw,D.B. DeBra,M. Deenadayalan,Jerome Degallaix,M. De Laurentis,Samuel Deléglise,N. De Lillo,W. Del Pozzo,Lindsay DeMarchi,Nicholas Demos,Thomas Dent,R. De Pietri,R. De Rosa,C. De Rossi,R. DeSalvo,O. de Varona,O. de Varona,Sanjeev Dhurandhar,M. C. Díaz,Tim Dietrich,L. Di Fiore,C. Difronzo,C. Di Giorgio,F. Di Giovanni,M. Di Giovanni,T. Di Girolamo,A. Di Lieto,Binlei Ding,S. Di Pace,I. Di Palma,F. Di Renzo,A. K. Divakarla,A. Dmitriev,Zoheyr Doctor,F. Donovan,K. L. Dooley,K. L. Dooley,S. Doravari,I. Dorrington,T. P. Downes,M. Drago,J. C. Driggers,Zhihui Du,J.-G. Ducoin,R. Dudi,P. Dupej,Ofelia Durante,S. E. Dwyer,P. J. Easter,G. Eddolls,T. B. Edo,A. Effler,P. Ehrens,J. Eichholz,S. S. Eikenberry,M. Eisenmann,R. A. Eisenstein,L. Errico,Reed Essick,H. Estelles,D. Estevez,Zachariah B. Etienne,T. Etzel,Matthew Evans,Timothy Evans,V. Fafone,S. Fairhurst,Xiaohui Fan,S. Farinon,Ben Farr,Will M. Farr,E. J. Fauchon-Jones,Marc Favata,M. Fays,Mariana Fazio,C. Fee,J. Feicht,Martin M. Fejer,Fangchen Feng,A. Fernandez-Galiana,I. Ferrante,E. C. Ferreira,T. A. Ferreira,F. Fidecaro,I. Fiori,D. Fiorucci,Maya Fishbach,R. P. Fisher,J. M. Fishner,Rosalba Fittipaldi,M. Fitz-Axen,Vincenzo Fiumara,R. Flaminio,R. Flaminio,M. Fletcher,E. Floden,Eric B. Flynn,H. Fong,José A. Font,P. W. F. Forsyth,J.-D. Fournier,Francisco Hernandez Vivanco,S. Frasca,F. Frasconi,Z. Frei,Andreas Freise,R. Frey,V. Frey,Peter Fritschel,V. V. Frolov,G. G. Fronzé,P. Fulda,M. Fyffe,H. A. G. Gabbard,B. U. Gadre,S. M. Gaebel,Jonathan R. Gair,R. Gamba,Luca Gammaitoni,S. G. Gaonkar,Cecilio García-Quirós,F. Garufi,B. Gateley,S. Gaudio,G. Gaur,V. Gayathri,G. Gemme,E. Genin,A. Gennai,Daniel R. George,Jimin George,R. N. George,László Á. Gergely,S. Ghonge,Abhirup Ghosh,Archisman Ghosh,Sourav Ghosh,Bruno Giacomazzo,J. A. Giaime,J. A. Giaime,K. D. Giardina,Des Gibson,Karl Gill,L. Glover,J. Gniesmer,Patrick Godwin,E. Goetz,R. Goetz,B. Goncharov,Gabriela Gonzalez,J. M. Gonzalez Castro,Achamveedu Gopakumar,S. E. Gossan,M. Gosselin,R. Gouaty,B. Grace,A. Grado,M. Granata,A. Grant,Slawomir Gras,P. Grassia,C. Gray,R. Gray,G. Greco,A. C. Green,R. Green,E. M. Gretarsson,A. Grimaldi,Stephan Grimm,Paul J. Groot,Hartmut Grote,S. Grunewald,P. Gruning,G. M. Guidi,H. K. Gulati,Ying Guo,A. Gupta,Anchal Gupta,Patrick Das Gupta,E. K. Gustafson,R. Gustafson,L. Haegel,O. Halim,B. R. Hall,E. D. Hall,E. Z. Hamilton,G. D. Hammond,M. Haney,M. M. Hanke,M. M. Hanke,J. Hanks,Chad Hanna,Mark Hannam,Otto A. Hannuksela,T. J. Hansen,J. Hanson,T. Harder,T. Hardwick,K. Haris,Jan Harms,G. M. Harry,I. W. Harry,R. K. Hasskew,Carl-Johan Haster,K. Haughian,F. J. Hayes,James Healy,Antoine Heidmann,M. C. Heintze,H. Heitmann,Frances Hellman,Patrice Hello,G. Hemming,Martin Hendry,Ik Siong Heng,J. Hennig,J. Hennig,M. Heurs,M. Heurs,Stefan Hild,Tanja Hinderer,Wynn C. G. Ho,S. Hochheim,S. Hochheim,D. J. Hofman,A. M. Holgado,N. A. Holland,K. Holt,Daniel E. Holz,Philip F. Hopkins,C. Horst,J. H. Hough,Eric Howell,Charlie Hoy,Yu Huang,M. T. Hübner,E. A. Huerta,D. Huet,B. Hughey,V. Hui,Sascha Husa,S. H. Huttner,T. Huynh-Dinh,B. Idzkowski,A. Iess,H. Inchauspe,C. Ingram,R. Inta,Giuseppe Intini,B. Irwin,H. N. Isa,J. M. Isac,Maximiliano Isi,Bala R. Iyer,Thibaut Jacqmin,S. J. Jadhav,Karan Jani,N. N. Janthalur,Piotr Jaranowski,Deep Jariwala,Alexander C. Jenkins,J. Jiang,Devon S. Johnson,Nathan K. Johnson-McDaniel,A. W. Jones,David Jones,J. D. Jones,Roger Jones,R. J. G. Jonker,Li Ju,J. Junker,J. Junker,C. V. Kalaghatgi,V. Kalogera,Brittany Kamai,S. Kandhasamy,G. Kang,J. B. Kanner,S. J. Kapadia,S. Karki,Rahul Kashyap,M. Kasprzack,W. Kastaun,W. Kastaun,S. Katsanevas,E. Katsavounidis,W. Katzman,S. Kaufer,K. Kawabe,N. V. Keerthana,Fabien Kéfélian,David Keitel,R. Kennedy,Joey Shapiro Key,F. Y. Khalili,I. Khan,Sebastian Khan,Sebastian Khan,Efim A. Khazanov,Nandita Khetan,M. Khursheed,N. Kijbunchoo,Chunglee Kim,Jinsook Kim,Kyungmin Kim,W. S. Kim,W. S. Kim,Y. M. Kim,C. Kimball,P. J. King,M. Kinley-Hanlon,R. Kirchhoff,R. Kirchhoff,J. S. Kissel,L. Kleybolte,J. H. Klika,S. Klimenko,T. D. Knowles,Patrick M. Koch,Patrick M. Koch,S. M. Koehlenbeck,S. M. Koehlenbeck,G. Koekoek,S. Koley,V. Kondrashov,Antonios Kontos,N. Koper,N. Koper,M. Korobko,W. Z. Korth,M. Kovalam,D. B. Kozak,C. Krämer,C. Krämer,V. Kringel,V. Kringel,N. V. Krishnendu,A. Królak,N. Krupinski,G. Kuehn,G. Kuehn,Ajay Kumar,P. Kumar,Rajesh Kumar,Rakesh Kumar,L. Kuo,A. Kutynia,S. Kwang,B. D. Lackey,D. Laghi,K. H. Lai,T. L. Lam,M. Landry,Philippe Landry,B. B. Lane,Ryan N. Lang,J. S. Lange,B. Lantz,R. K. Lanza,A. Lartaux-Vollard,Paul D. Lasky,M. Laxen,Albert Lazzarini,C. Lazzaro,P. Leaci,S. Leavey,S. Leavey,Y. K. Lecoeuche,C-H. Lee,Hyun Lee,H. M. Lee,Hyang Woon Lee,J. S. H. Lee,Kejia Lee,J. Lehmann,J. Lehmann,A. K. Lenon,N. Leroy,N. Letendre,Yuri Levin,A. K. Y. Li,J. Li,Kun Li,Tenglin Li,Xiuling Li,F. Lin,F. L. Linde,S. D. Linker,Tyson Littenberg,J. Liu,X. Liu,M. Llorens-Monteagudo,Rico K. L. Lo,Rico K. L. Lo,Lionel London,Alessandro Longo,M. Lorenzini,V. Loriette,M. Lormand,G. Losurdo,J. D. Lough,J. D. Lough,Carlos O. Lousto,Geoffrey Lovelace,Marcus E. Lower,J. F. Lucaccioni,Harald Lück,Harald Lück,D. Lumaca,Andrew Lundgren,Ryan Lynch,Y. Ma,R. Macas,S. Macfoy,M. MacInnis,D. M. Macleod,A. Macquet,I. Magaa Hernandez,F. Magaa-Sandoval,Ryan Magee,Ettore Majorana,I. Maksimovic,A. Malik,N. Man,Vuk Mandic,V. Mangano,V. Mangano,G. L. Mansell,G. L. Mansell,Magnus Manske,M. Mantovani,Michela Mapelli,Fabio Marchesoni,F. Marion,S. Márka,Z. Márka,Charalampos Markakis,A. S. Markosyan,A. Markowitz,E. Maros,Antonio Marquina,Sylvain Marsat,F. Martelli,I. W. Martin,R. M. Martin,Valérie Martinez,Denis Martynov,H. Masalehdan,K. Mason,E. Massera,A. Masserot,T. J. Massinger,M. Masso-Reid,S. Mastrogiovanni,Andrew Matas,Fabrice Matichard,Fabrice Matichard,L. Matone,Nergis Mavalvala,J. J. McCann,Robert J. McCarthy,David E. McClelland,S. McCormick,Lee McCuller,S. C. McGuire,C. McIsaac,J. McIver,D. J. McManus,Terry G. McRae,Sean T. McWilliams,D. Meacher,G. D. Meadors,Moritz Mehmet,Moritz Mehmet,A. K. Mehta,J. Meidam,E. Mejuto Villa,Andrew Melatos,G. Mendell,R. A. Mercer,L. Mereni,K. Merfeld,E. L. Merilh,M. Merzougui,S. Meshkov,C. Messenger,Cody Messick,F. Messina,R. Metzdorff,P. M. Meyers,F. Meylahn,F. Meylahn,A. Miani,Haixing Miao,C. Michel,H. Middleton,Leopoldo Milano,A. L. Miller,A. L. Miller,Margaret Millhouse,J. C. Mills,M. C. Milovich-Goff,Olivier Minazzoli,Y. Minenkov,Alec Mishkin,Chandra Kant Mishra,T. Mistry,S. Mitra,V. P. Mitrofanov,Guenakh Mitselmakher,R. Mittleman,G. Mo,D. Moffa,K. Mogushi,Satya Mohapatra,Manel Molina-Ruiz,M. Mondin,M. Montani,Christopher J. Moore,D. Moraru,Filip Morawski,G. Moreno,Soichiro Morisaki,B. Mours,C. M. Mow-Lowry,F. Muciaccia,Arunava Mukherjee,Arunava Mukherjee,Debnandini Mukherjee,Soma Mukherjee,Subroto Mukherjee,N. Mukund,N. Mukund,N. Mukund,A. Mullavey,Jesper Munch,E. A. Muiz,M. Muratore,P. G. Murray,Alessandro Nagar,I. Nardecchia,L. Naticchioni,R. K. Nayak,B. F. Neil,J. Neilson,Gijs Nelemans,T. J. N. Nelson,M. Nery,M. Nery,A. Neunzert,L. Nevin,Ken K. Y. Ng,S. W. S. Ng,C. Nguyen,P. H. Nguyen,David A. Nichols,S. A. Nichols,Samaya Nissanke,F. Nocera,C. North,L. K. Nuttall,Martin Obergaulinger,J. Oberling,B. D. O'Brien,Gor Oganesyan,G. H. Ogin,John J. Oh,Seog Oh,Frank Ohme,Frank Ohme,H. Ohta,M. A. Okada,M. Oliver,P. Oppermann,P. Oppermann,Richard J. Oram,B. O'Reilly,R. G. Ormiston,L. F. Ortega,Richard O'Shaughnessy,S. Ossokine,David J. Ottaway,H. Overmier,Benjamin J. Owen,A. E. Pace,G. Pagano,M. A. Page,G. Pagliaroli,Archana Pai,S. A. Pai,J. R. Palamos,O. V. Palashov,C. Palomba,Howard Pan,Prafulla K. Panda,P. T.H. Pang,C. Pankow,Francesco Pannarale,B. C. Pant,F. Paoletti,A. Paoli,A. Parida,William Parker,William Parker,D. Pascucci,A. Pasqualetti,R. Passaquieti,D. Passuello,Mandar Patil,B. Patricelli,E. Payne,B. L. Pearlstone,T. C. Pechsiri,A. J. Pedersen,M. Pedraza,R. Pedurand,A. Pele,S. Penn,Albino Perego,C. J. Perez,C. Périgois,A. Perreca,J. Petermann,Harald P. Pfeiffer,M. Phelps,M. Phelps,K. S. Phukon,O. J. Piccinni,M. Pichot,F. Piergiovanni,Vincenzo Pierro,G. Pillant,L. Pinard,I. M. Pinto,M. Pirello,Matthew Pitkin,Wolfango Plastino,Rosa Poggiani,D. Y. T. Pong,S. Ponrathnam,P. Popolizio,Edward K. Porter,Jade Powell,A. K. Prajapati,J. Prasad,Kiran Prasai,R. Prasanna,Geraint Pratten,T. Prestegard,Maria Ilaria Del Principe,G. A. Prodi,L. G. Prokhorov,M. Punturo,P. Puppo,M. Pürrer,H. Qi,V. Quetschke,P. J. Quinonez,F. J. Raab,Geert Raaijmakers,H. Radkins,N. Radulesco,P. Raffai,S. Raja,C. Rajan,B. Rajbhandari,M. Rakhmanov,K. E. Ramirez,A. Ramos-Buades,Javed Rana,K. Rao,P. Rapagnani,Vivien Raymond,M. Razzano,J. F. Read,Tania Regimbau,L. Rei,Stuart Reid,David H. Reitze,David H. Reitze,Piero Rettegno,F. Ricci,C. J. Richardson,Jonathan Richardson,Paul M. Ricker,Gunnar Riemenschneider,K. Riles,M. Rizzo,N. A. Robertson,N. A. Robertson,F. Robinet,A. Rocchi,L. Rolland,J. G. Rollins,V. J. Roma,Marco Romanelli,Rocco Romano,C. L. Romel,J. H. Romie,C. A. Rose,D. Rose,K. Rose,M. J. B. Rosell,D. Rosińska,Shawn Rosofsky,M. P. Ross,Sheila Rowan,Soumen Roy,A. Rüdiger,A. Rüdiger,P. Ruggi,G. Rutins,Kevin M. Ryan,Surabhi Sachdev,T. Sadecki,Mairi Sakellariadou,Om Sharan Salafia,Om Sharan Salafia,L. Salconi,M. Saleem,A. Samajdar,L. Sammut,E. J. Sanchez,L. E. Sanchez,Nicolas Sanchis-Gual,J. R. Sanders,K. A. Santiago,Elton J. G. Santos,Nikhil Sarin,B. Sassolas,Bangalore Suryanarayana Sathyaprakash,Bangalore Suryanarayana Sathyaprakash,O. E. S. Sauter,O. E. S. Sauter,R. L. Savage,P. Schale,Mark A. Scheel,Jacob Scheuer,Patricia Schmidt,Patricia Schmidt,Roman Schnabel,R. M. S. Schofield,A. Schönbeck,E. Schreiber,E. Schreiber,B. W. Schulte,B. W. Schulte,Bernard F. Schutz,John D. Scott,S. M. Scott,Edward Seidel,D. Sellers,A. S. Sengupta,N. Sennett,D. Sentenac,V. Sequino,A. M. Sergeev,Y. Setyawati,Y. Setyawati,Daniel A. Shaddock,T. J. Shaffer,M. S. Shahriar,M. B. Shaner,Anupam Sharma,Podila Satya Venkata Narasimha Sharma,P. Shawhan,Hongyu Shen,R. Shink,D. H. Shoemaker,D. M. Shoemaker,K. Shukla,S. ShyamSundar,K. Siellez,M. Sieniawska,D. Sigg,Leo Singer,D. Singh,N. Singh,A. Singhal,A. M. Sintes,S. Sitmukhambetov,V. Skliris,B. J. J. Slagmolen,T. J. Slaven-Blair,J. R. Smith,Rory Smith,Surendra Nadh Somala,Edwin J. Son,S. Soni,B. Sorazu,Felice Sorrentino,Tarun Souradeep,E. Sowell,A. P. Spencer,Mario Spera,A. K. Srivastava,V. Srivastava,Kai Staats,C. Stachie,M. Standke,M. Standke,D. A. Steer,M. Steinke,M. Steinke,Jessica Steinlechner,Jessica Steinlechner,Sebastian Steinlechner,D. Steinmeyer,D. Steinmeyer,S. P. Stevenson,D. Stocks,Robert Stone,D. J. Stops,K. A. Strain,G. Stratta,S. E. Strigin,A. Strunk,Riccardo Sturani,A. L. Stuver,Vivishek Sudhir,T. Z. Summerscales,L. Sun,S. Sunil,A. Sur,Jishnu Suresh,P. J. Sutton,B. L. Swinkels,Marek Szczepanczyk,M. Tacca,S. C. Tait,Colm Talbot,D. B. Tanner,D. Tao,Márton Tápai,Andrea H. Tapia,Jay D. Tasson,R. Taylor,R. Tenorio,L. Terkowski,Michael Thomas,P. Thomas,S. R. Thondapu,K. A. Thorne,Eric Thrane,Shubhanshu Tiwari,Srishti Tiwari,V. Tiwari,K. Toland,M. Tonelli,Z. Tornasi,Alejandro Torres-Forné,C. I. Torrie,D. Töyrä,F. Travasso,G. Traylor,M. C. Tringali,A. Tripathee,A. Trovato,L. Trozzo,K. W. Tsang,M. Tse,R. Tso,Leo Tsukada,Daichi Tsuna,Takuya Tsutsui,D. Tuyenbayev,Koh Ueno,D. Ugolini,C. S. Unnikrishnan,A. L. Urban,S. A. Usman,H. Vahlbruch,G. Vajente,G. Valdes,Marica Valentini,N. van Bakel,M. van Beuzekom,J. F. J. van den Brand,C. Van Den Broeck,D. C. Vander-Hyde,L. van der Schaaf,J. V. Vanheijningen,A. A. van Veggel,M. Vardaro,Vijay Varma,S. Vass,M. Vasúth,Alberto Vecchio,G. Vedovato,John Veitch,P. J. Veitch,K. Venkateswara,G. Venugopalan,D. Verkindt,F. Vetrano,A. Viceré,Aaron Viets,Serena Vinciguerra,D. J. Vine,J. Y. Vinet,Salvatore Vitale,T. Vo,H. Vocca,C. Vorvick,Sergey P. Vyatchanin,A. R. Wade,L. E. Wade,Madeline Wade,R. C. Walet,Michelle E. Walker,L. Wallace,S. Walsh,Hua Wang,Jianfang Wang,S. Wang,Wenxiao Wang,R. L. Ward,Z. A. Warden,J. Warner,M. Was,Jennifer Watchi,B. A. Weaver,L.-W. Wei,L.-W. Wei,M. Weinert,M. Weinert,A. J. Weinstein,Rainer Weiss,Felix Wellmann,Felix Wellmann,Linqing Wen,E. K. Wessel,P. Weßels,P. Weßels,J. W. Westhouse,K. Wette,J. T. Whelan,D. D. White,B. F. Whiting,C. Whittle,D. M. Wilken,D. M. Wilken,David A. Williams,A. R. Williamson,J. L. Willis,Benno Willke,Benno Willke,Walter Winkler,Walter Winkler,C. C. Wipf,H. Wittel,H. Wittel,Graham Woan,J. Woehler,J. Woehler,J. K. Wofford,J. L. Wright,D. S. Wu,D. S. Wu,Daniel Wysocki,S. Xiao,R. Xu,H. Yamamoto,C. C. Yancey,Lili Yang,Yang Yang,Z. Yang,M. J. Yap,Maher Yazback,D. W. Yeeles,Hang Yu,Haocun Yu,S. H. R. Yuen,A. K. Zadrożny,A. K. Zadrożny,Michele Zanolin,T. Zelenova,J. P. Zendri,M. Zevin,J. Zhang,L. Zhang,T. Zhang,C. Zhao,Guoying Zhao,Minchuan Zhou,Zifan Zhou,Xing-Jiang Zhu,Aaron Zimmerman,M. E. Zucker,M. E. Zucker,J. Zweizig +1274 more
TL;DR: In 2019, the LIGO Livingston detector observed a compact binary coalescence with signal-to-noise ratio 12.9 and the Virgo detector was also taking data that did not contribute to detection due to a low SINR but were used for subsequent parameter estimation as discussed by the authors.
Journal ArticleDOI
GW190814: Gravitational Waves from the Coalescence of a 23 Solar Mass Black Hole with a 2.6 Solar Mass Compact Object
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Bayley,Marco Bazzan,B. Bécsy,M. Bejger,I. Belahcene,A. S. Bell,D. Beniwal,M. G. Benjamin,R. Benkel,J. D. Bentley,F. Bergamin,B. K. Berger,G. Bergmann,G. Bergmann,Sebastiano Bernuzzi,Christopher P. L. Berry,D. Bersanetti,Alessandro Bertolini,J. Betzwieser,R. Bhandare,A. V. Bhandari,J. Bidler,E. Biggs,I. A. Bilenko,G. Billingsley,R. Birney,O. Birnholtz,O. Birnholtz,Sebastien Biscans,Sebastien Biscans,M. Bischi,S. Biscoveanu,A. Bisht,G. Bissenbayeva,M. Bitossi,M. A. Bizouard,J. K. Blackburn,J. Blackman,Carl Blair,David Blair,R. M. Blair,Fabrizio Bobba,N. Bode,N. Bode,M. Boer,Y. Boetzel,G. Bogaert,François Bondu,E. Bonilla,R. Bonnand,P. Booker,P. Booker,B. A. Boom,R. Bork,V. Boschi,Suvadeep Bose,V. Bossilkov,J. Bosveld,Y. Bouffanais,A. Bozzi,C. Bradaschia,Patrick Brady,A. Bramley,M. Branchesi,J. E. Brau,M. Breschi,Tristan Briant,J. H. Briggs,F. Brighenti,A. Brillet,M. Brinkmann,M. Brinkmann,Richard Brito,Richard Brito,P. Brockill,A. F. Brooks,J. Brooks,D. D. Brown,S. 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Clark,P. Clearwater,Sebastien Clesse,F. Cleva,E. Coccia,P. F. Cohadon,D. E. Cohen,M. Colleoni,Christophe Collette,C. Collins,M. Colpi,M. Colpi,M. Constancio,L. Conti,S. J. Cooper,P. Corban,T. R. Corbitt,I. Cordero-Carrión,Silvia Corezzi,K. R. Corley,Neil J. Cornish,D. Corre,A. Corsi,Samuele Cortese,C. A. Costa,R. Cotesta,M. W. Coughlin,S. B. Coughlin,S. B. Coughlin,J.-P. Coulon,S. T. Countryman,P. Couvares,P. B. Covas,David Coward,M. J. Cowart,D. C. Coyne,R. Coyne,Jolien D. E. Creighton,T. D. Creighton,Jonathan Cripe,M. Croquette,S. G. Crowder,Jean-René Cudell,T. J. Cullen,A. Cumming,R. Cummings,L. Cunningham,E. Cuoco,M. Curylo,T. Dal Canton,G. Dálya,Aykutlu Dana,L. M. DaneshgaranBajastani,B. D'Angelo,S. L. Danilishin,S. L. Danilishin,S. D'Antonio,Karsten Danzmann,Karsten Danzmann,C. Darsow-Fromm,A. Dasgupta,L. E. H. Datrier,V. Dattilo,I. Dave,M. Davier,G. S. Davies,D. Davis,E. J. Daw,D. DeBra,M. Deenadayalan,Jerome Degallaix,M. De Laurentis,Samuel Deléglise,M. Delfavero,N. De Lillo,W. Del Pozzo,L. M. DeMarchi,V. D'Emilio,N. Demos,Thomas Dent,R. De Pietri,R. De Pietri,R. De Rosa,C. De Rossi,R. DeSalvo,O. de Varona,O. de Varona,S. Dhurandhar,M. C. Díaz,M. Diaz-Ortiz,T. Dietrich,L. Di Fiore,C. Di Fronzo,C. Di Giorgio,F. Di Giovanni,M. Di Giovanni,T. Di Girolamo,A. Di Lieto,Binlei Ding,S. Di Pace,I. Di Palma,F. Di Renzo,A. K. Divakarla,A. Dmitriev,Z. Doctor,F. Donovan,K. L. Dooley,S. Doravari,I. Dorrington,T. P. Downes,M. Drago,J. C. Driggers,Zhihui Du,J.-G. Ducoin,P. Dupej,O. Durante,D. D'Urso,S. E. Dwyer,P. J. Easter,G. Eddolls,B. Edelman,T. B. Edo,O. Edy,A. Effler,P. Ehrens,J. Eichholz,S. S. Eikenberry,M. Eisenmann,R. A. Eisenstein,Aldo Ejlli,L. Errico,R. C. Essick,H. Estelles,D. Estevez,Zachariah B. Etienne,T. Etzel,Matthew Evans,T. M. Evans,B. E. Ewing,V. Fafone,Stephen Fairhurst,X. Fan,S. Farinon,Ben Farr,W. M. Farr,W. M. Farr,E. J. Fauchon-Jones,M. Favata,M. Fays,M. Fazio,J. Feicht,M. M. Fejer,F. Feng,E. Fenyvesi,D. L. Ferguson,A. Fernandez-Galiana,I. Ferrante,E. C. Ferreira,T. A. Ferreira,F. Fidecaro,Irene Fiori,D. Fiorucci,M. Fishbach,R. P. Fisher,R. Fittipaldi,M. Fitz-Axen,V. Fiumara,R. Flaminio,E. Floden,Eric B. Flynn,H. Fong,José A. Font,P. W. F. Forsyth,J.-D. Fournier,S. Frasca,F. Frasconi,Z. Frei,Andreas Freise,R. Frey,V. Frey,Peter Fritschel,V. V. Frolov,G. G. Fronzé,P. Fulda,M. Fyffe,H. A. Gabbard,B. U. Gadre,S. M. Gaebel,J. R. Gair,S. Galaudage,D. Ganapathy,Anindita Ganguly,S. G. Gaonkar,Cecilio García-Quirós,F. Garufi,B. Gateley,S. Gaudio,V. Gayathri,G. Gemme,E. Genin,A. Gennai,D. George,John George,László Á. Gergely,S. Ghonge,Abhirup Ghosh,Archisman Ghosh,Sourav Ghosh,Bruno Giacomazzo,J. A. Giaime,K. D. Giardina,Desmond Gibson,C. Gier,K. Gill,J. Glanzer,J. Gniesmer,P. Godwin,E. Goetz,E. Goetz,R. Goetz,N. Gohlke,N. Gohlke,B. Goncharov,G. González,A. Gopakumar,S. E. Gossan,M. Gosselin,R. Gouaty,B. Grace,Aniello Grado,M. Granata,A. Grant,Slawomir Gras,P. Grassia,C. Gray,R. Gray,G. Greco,A. C. Green,R. 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TL;DR: The Disk Substructures at High Angular Resolution Project (DSHARP) as mentioned in this paper was the first large-scale project to find and characterize substructures in the spatial distributions of solid particles for a sample of 20 nearby protoplanetary disks, using very high resolution (similar to 0'' 035 or 5 au, FWHM) observations of their 240 GHz (1.25 mm) continuum emission.
References
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Barblan,Paul S. Barklem,David Barrado,M. Barros,M. A. Barstow,S. Bartholomé Muñoz,J.-L. Bassilana,Ugo Becciani,M. Bellazzini,A. Berihuete,Stefano Bertone,Luciana Bianchi,O. Bienaymé,S. Blanco-Cuaresma,T. Boch,C. Boeche,Alex Bombrun,R. Borrachero,Diego Bossini,S. Bouquillon,G. Bourda,Angela Bragaglia,L. Bramante,Maarten A. Breddels,Alessandro Bressan,N. Brouillet,T. Brüsemeister,E. Brugaletta,B. Bucciarelli,A. Burlacu,D. Busonero,A. G. Butkevich,R. Buzzi,Elisabetta Caffau,R. Cancelliere,G. Cannizzaro,Tristan Cantat-Gaudin,R. Carballo,T. Carlucci,J. M. Carrasco,Laia Casamiquela,Marco Castellani,Alfred Castro-Ginard,P. Charlot,L. Chemin,Andrea Chiavassa,G. Cocozza,G. Costigan,S. Cowell,F. Crifo,M. Crosta,C. Crowley,J. Cuypers,Carlos Dafonte,Yassine Damerdji,A. Dapergolas,P. David,M. David,P. de Laverny,F. De Luise,R. De March,D. de Martino,R. S. de Souza,A. de Torres,J. Debosscher,E. del Pozo,Marco Delbo,A. Delgado,H. E. Delgado,P. Di Matteo,S. Diakite,C. Diener,E. Distefano,C. Dolding,P. Drazinos,J. Durán,B. Edvardsson,H. Enke,K. Eriksson,P. Esquej,G. Eynard Bontemps,C. Fabre,M. Fabrizio,S. Faigler,A. J. Falcão,M. Farràs Casas,L. Federici,Grigori Fedorets,P. Fernique,F. Figueras,Francesco Filippi,K. Findeisen,A. Fonti,E. Fraile,Morgan Fraser,B. Frézouls,Mario Gai,S. Galleti,D. Garabato,F. García-Sedano,A. Garofalo,N. Garralda,A. Gavel,P. Gavras,J. Gerssen,R. Geyer,P. Giacobbe,Gerard Gilmore,S. Girona,G. Giuffrida,F. Glass,M. Gomes,Mikael Granvik,A. Gueguen,A. Guerrier,J. Guiraud,R. Gutiérrez-Sánchez,R. Haigron,Despina Hatzidimitriou,M. Hauser,M. Haywood,Ulrike Heiter,Amina Helmi,J. Heu,Thomas Hilger,David Hobbs,Werner Hofmann,G. Holland,H. E. Huckle,A. Hypki,V. Icardi,K. Janßen,G. Jevardat de Fombelle,Peter G. Jonker,Attila Juhasz,F. Julbe,A. Karampelas,A. Kewley,Joakim Klar,A. Kochoska,R. Kohley,K. Kolenberg,M. Kontizas,E. Kontizas,Sergey E. Koposov,Georges Kordopatis,Z. Kostrzewa-Rutkowska,P. Koubsky,Sébastien Lambert,Antonino F. Lanza,Y. Lasne,J.-B. Lavigne,Y. Le Fustec,C. Le Poncin-Lafitte,Yveline Lebreton,S. Leccia,N. Leclerc,I. Lecoeur-Taïbi,H. Lenhardt,F. Leroux,S. Liao,E. Licata,H. E. P. Lindstrøm,T. A. Lister,E. Livanou,A. Lobel,M. López,S. Managau,Robert G. Mann,G. Mantelet,O. Marchal,Jon Marchant,Marcella Marconi,S. Marinoni,G. Marschalkó,D. J. Marshall,M. Martino,Gábor Marton,Nicolas Mary,Davide Massari,G. Matijevič,Tsevi Mazeh,Paul J. McMillan,S. Messina,D. Michalik,N. R. Millar,D. Molina,R. Molinaro,L. Molnár,P. Montegriffo,R. Mor,R. Morbidelli,Thierry Morel,D. Morris,A. F. Mulone,T. Muraveva,I. Musella,Gijs Nelemans,Luciano Nicastro,L. Noval,W. O'Mullane,C. Ordénovic,D. Ordóñez-Blanco,P. Osborne,C. Pagani,I. Pagano,F. Pailler,H. Palacin,L. Palaversa,A. Panahi,Michał Pawlak,A. M. Piersimoni,F.-X. Pineau,E. Plachy,G. Plum,E. Poggio,E. Poujoulet,A. Prša,L. Pulone,E. Racero,S. Ragaini,N. Rambaux,M. Ramos-Lerate,S. Regibo,Céline Reylé,F. Riclet,V. Ripepi,A. Riva,A. Rivard,G. Rixon,T. Roegiers,M. Roelens,M. Romero-Gómez,Nicholas Rowell,F. Royer,L. Ruiz-Dern,G. Sadowski,T. Sagristà Sellés,Johannes Sahlmann,J. Salgado,E. Salguero,Nicoletta Sanna,Toni Santana-Ros,M. Sarasso,H. Savietto,M. Schultheis,Eva Sciacca,M. Segol,J. C. Segovia,Damien Ségransan,I.-C. Shih,L. Siltala,A. F. Silva,Richard L. Smart,K. W. Smith,E. Solano,F. Solitro,R. Sordo,Sonia Nieto,J. Souchay,A. Spagna,Federica Spoto,U. Stampa,Iain A. Steele,H. Steidelmüller,C. A. Stephenson,H. Stoev,F. F. Suess,Jean Surdej,Laszlo Szabados,E. Szegedi-Elek,D. Tapiador,F. Taris,G. Tauran,M. B. Taylor,Ramachrisna Teixeira,D. Terrett,P. Teyssandier,W. Thuillot,A. Titarenko,F. Torra Clotet,C. Turon,A. Ulla,E. Utrilla,S. Uzzi,M. Vaillant,G. Valentini,V. Valette,A. van Elteren,E. Van Hemelryck,M. van Leeuwen,M. Vaschetto,Alberto Vecchiato,Jovan Veljanoski,Y. Viala,D. Vicente,Steven S. Vogt,C. von Essen,H. Voss,V. Votruba,S. Voutsinas,G. Walmsley,M. Weiler,O. Wertz,T. Wevers,Łukasz Wyrzykowski,A. Yoldas,M. Žerjal,H. Ziaeepour,J. Zorec,Sven Zschocke,Shay Zucker,C. Zurbach,T. Zwitter +452 more