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Application of a Hough search for continuous gravitational waves on data from the fifth LIGO science run
J. Aasi, J. Abadie, B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, T. Accadia, F. Acernese, C. Adams, T. Adams, R. X. Adhikari, C. Affeldt, M. Agathos, N. Aggarwal, O. D. Aguiar, P. Ajith, B. Allen, A. Allocca, E. Amador Ceron, D. Amariutei, R. A. Anderson, S. B. Anderson, W. G. Anderson, K. Arai, M. Araya, C. C. Arceneaux, J. S. Areeda, S. Ast, S. M. Aston, P. Astone, P. Aufmuth, C. Aulbert, Larry Austin, B. E. Aylott, S. Babak, P. T. Baker, G. Ballardin, S. W. Ballmer, J. C. Barayoga, D. Barker, S. H. Barnum, F. Barone, B. Barr, L. Barsotti, M. Barsuglia, M. A. Barton, I. Bartos, R. Bassiri, A. Basti, J. C. Batch, J. Bauchrowitz, Th. S. Bauer, M. Bebronne, B. Behnke, M. Bejger, M. G. Beker, A. S. Bell, C. Bell, Ilya Belopolski, G. Bergmann, J. M. Berliner, D. Bersanetti, A. Bertolini, D. Bessis, J. Betzwieser, P. T. Beyersdorf, T. Bhadbhade, I. A. Bilenko, G. Billingsley, J. Birch, M. Bitossi, M. A. Bizouard, E. Black, J. K. Blackburn, Lindy Blackburn, D. G. Blair, M. Blom, O. Bock, T. P. Bodiya, M. Boër, C. Bogan, C. Bond, F. Bondu, L. Bonelli, R. Bonnand, R. Bork, M. Born, V. Boschi, S. Bose, L. Bosi, J. Bowers, C. Bradaschia, P. R. Brady, V. B. Braginsky, M. Branchesi, Carl Brannen, J. E. Brau, J. Breyer, T. Briant, D. O. Bridges, A. Brillet, M. Brinkmann, V. Brisson, M. Britzger, A. F. Brooks, D. Brown, Frank Brückner, T. Bulik, H. J. Bulten, A. Buonanno, D. Buskulic, C. Buy, Robert L. Byer, L. Cadonati, G. Cagnoli, J. Calderón Bustillo, E. Calloni, J. B. Camp, P. Campsie, K. C. Cannon, B. Canuel, J. Cao, C. D. Capano, F. Carbognani, L. Carbone, S. Caride, A. Castiglia, S. Caudill, M. Cavaglià, F. Cavalier, R. Cavalieri, G. Cella, C. Cepeda, E. Cesarini, R. Chakraborty, T. Chalermsongsak, S. Chao, P. Charlton, E. Chassande‐Mottin, X Chen, Y. Chen, A. Chincarini, A. Chiummo, H S Cho, J. H. Chow, N. Christensen, Q. Chu, M. Cieślar, S. Chung, G. Ciani, F. Clara, Daniel E. Clark, J. A. Clark, F. Cleva, E. Coccia, P-F Cohadon, A. Colla, M. Colombini, M. Constancio, A. Conte, R. Conte, D. Cook, T. R. Corbitt, M. Cordier, Neil J. Cornish, A. Corsi, C. A. Costa, M. W. Coughlin, S. T. Countryman, P. Couvares, D. M. Coward, M. J. Cowart, D. C. Coyne, K. Craig, J. D. E. Creighton, S. G. Crowder, A. Cumming, L. Cunningham, E. Cuoco, K. Dahl, T. Dal Canton, M. Damjanic, S. L. Danilishin, S. D’Antonio, K. Danzmann, V. Dattilo, B. Daudert, H. Daveloza, M. Davier, G. S. Davies, E. J. Daw, R. Day, T. Dayanga, G. Debreczeni, J. Degallaix, E. Deleeuw, S. Deléglise, W. Del Pozzo, T. Denker, T. Dent, H. Dereli, V. Dergachev, R. T. DeRosa, R. De Rosa, R. DeSalvo, S. Dhurandhar, M. C. Díaz, A. Dietz, L. Di Fiore, A. Di Lieto, I. Di Palma, A. Di Virgilio, K. Dmitry, F. Donovan, K. L. Dooley, S. Doravari, M. Drago, R. W. P. Drever, J. C. Driggers, Zhihui Du, J.‐C. Dumas, S. E. Dwyer, T. Eberle, M. C. Edwards, A. Effler, P. Ehrens, J. Eichholz, S. S. Eikenberry, G EndrHoczi, R. C. Essick, T. Etzel, K. Evans, M. Evans, T. M. Evans, M. Factourovich, V. Fafone, S. Fairhurst, Q. Fang, S. Farinon, B. Farr, Will M. Farr, M. Favata, D. Fazi, H. Fehrmann, D. Feldbaum, I. Ferrante, F. Ferrini, F. Fidecaro, L. S. Finn, I. Fiori, R. P. Fisher, R. Flaminio, E. Foley, S. Foley, E. Forsi, N. Fotopoulos, J.‐D. Fournier, Sebastián Franco, S. Frasca, F. Frasconi, M. Frede, M. Frei, Z. Frei, A. Freise, R. Frey, T. T. Fricke, P. Fritschel, V. V. Frolov, M.-K. Fujimoto, P. Fulda, M. Fyffe, J. Gair, L. Gammaitoni, Javier A. García, F. Garufi, N. Gehrels, G. Gemme, E. Genin, A. Gennai, L. Gergely, S. Ghosh, J. A. Giaime, S. Giampanis, K. D. Giardina, A. Giazotto, S. Gil-Casanova, C. Gill, J. Gleason, E. Goetz, L. Gondán, G. González, Neil Gordon, M. L. Gorodetsky, S. E. Gossan, S. Goßler, R. Gouaty, C. Graef, P. B. Graff, M. Granata, A. Grant, S. Gras, C. Gray, R. J. S. Greenhalgh, A. M. Gretarsson, C. Griffo, P. Groot, H. Grote, K. Grover, S. Grünewald, G. M. Guidi, C. Guido, K. E. Gushwa, E. K. Gustafson, R. Gustafson, Benjamin Hall, E. D. Hall, D. Hammer, G. Hammond, M. M. Hanke, J. Hanks, C. Hanna, J. Hanson, J. Harms, I. W. Harry, E. D. Harstad, M. T. Hartman, K. Haughian, K. Hayama, J. Heefner, A. Heidmann, M. C. Heintze, H. Heitmann, P. Hello, M. Hendry, I. S. Heng, A. W. Heptonstall, M. Heurs, S. Hild, D. Hoak, K. A. Hodge, K. Holt, S. Hooper, Travis Horrom, D. J. Hosken, J. Hough, E. J. Howell, Yi-Ming Hu, Ziyue Hua, V. Huang, E. A. Huerta, B. Hughey, S. Husa, S. H. Huttner, M. Huynh, T. Huynh–Dinh, Joseph Iafrate, D. R. Ingram, R. Inta, T. Isogai, A. Ivanov, B. R. Iyer, K. Izumi, M. Jacobson, E. James, H. Jang, Y. J. Jang, P. Jaranowski, F. Jiménez-Forteza, W. W. Johnson, D. I. Jones, R. Jones, R. J. G. Jonker, L. Ju, K Haris, P. Kalmus, V. Kalogera, S. Kandhasamy, G. Kang, J. B. Kanner, M. Kasprzack, Rangachar Kasturi, E. Katsavounidis, W. Katzman, H. Kaufer, K. Kaufman, K. Kawabe, Seiji Kawamura, F. Kawazoe, F. Kéfélian, D. Keitel, D. B. Kelley, W. Kells, D. G. Keppel, A. Khalaidovski, F. Y. Khalili, Е. А. Хазанов, B K Kim, K. Kim, N Kim, W. Kim, Y. M. Kim, E. J. King, Peter King, D. L. Kinzel, J. S. Kissel, S. Klimenko, J. Kline, S. M. Koehlenbeck, K. Kokeyama, V. Kondrashov, S. Koranda, W. Z. Korth, I. Kowalska, D. B. Kozak, A. Kremin, V. Kringel, B. Krishnan, A. Królak, C. Kucharczyk, Stephen S. Kudla, A. Kumar, P. Kumar, S. Kumar, R. Kurdyumov, P. Kwee, M. Landry, B. Lantz, Shane L. Larson, P. D. Lasky, Craig Lawrie, P. Leaci, E. O. Lebigot, Chang‐Hwan Lee, H. K. Lee, Hyung Mok Lee, J Lee, J. Lee, M. Leonardi, J. R. Leong, A. Le Roux, N. Leroy, N. Letendre, B. M. Levine, Jeffrey B. Lewis, T G F Li, A. C. Lin, T. B. Littenberg, V. Litvine, F Liu, H Liu, Yanhe Liu, Z. Liu, David Lloyd, N. A. Lockerbie, Veronica Lockett-Ruiz, D. Lodhia, K. M. Loew, J. Logue, A. L. Lombardi, M. Lorenzini, V. Loriette, M. Lormand, G. Losurdo, J. D. Lough, Jing Luan, M. J. Lubinski, A. P. Lundgren, J. Macarthur, E. Macdonald, B. Machenschalk, M. MacInnis, D. M. Macleod, F. Magaña‐Sandoval, M. Mageswaran, K. Mailand, E. Majorana, I. Maksimovic, V. Malvezzi, N. Man, G. M. Manca, Ilya Mandel, V. Mandic, V. Mangano, M. Mantovani, F. Marchesoni, F. Marion, Szabolcs Márka, Z. Márka, A. S. Markosyan, E. Maros, J. Marque, F. Martelli, I. W. Martin, R. M. Martin, L. Martinelli, Д. В. Мартынов, J. N. Marx, K. Mason, A. Masserot, T. J. Massinger, F. Matichard, L. Matone, R. A. Matzner, N. Mavalvala, G. May, N. Mazumder, G. Mazzolo, R. McCarthy, D. E. McClelland, S. C. McGuire, G. McIntyre, J. McIver, D. Meacher, G. D. Meadors, M. Mehmet, J. Meidam, T. Meier, A. Melatos, G. Mendell, R. A. Mercer, S. Meshkov, C. Messenger, M. S. Meyer, H. Miao, C. Michel, Е. Е. Михайлов, L. Milano, J. Miller, Y. Minenkov, Chiara M. F. Mingarelli, S. Mitra, O. Miyakawa, G. Mitselmakher, R. Mittleman, B. Moe, M. Mohan, S. R. P. Mohapatra, F. Mokler, D. Moraru, G. Moreno, N. Morgado, T. Mori, S. R. Morriss, K. Mossavi, B. Mours, C. M. Mow–Lowry, C. Mueller, G. Mueller, Suvodip Mukherjee, A. Mullavey, J. Münch, D. Murphy, P. G. Murray, A. Mytidis, M. F. Nagy, Deepak Kumar, I. Nardecchia, T. Nash, L. Naticchioni, R. K. Nayak, V. Necula, G. Nelemans, I. Neri, M. Néri, G. Newton, T. Nguyen, E. Nishida, A. Nishizawa, A. Nitz, F. Nocera, D. Nolting, M. E. N. Normandin, L. K. Nuttall, E. Ochsner, J. O’Dell, E. Oelker, G. H. Ogin, J. J. Oh, S. H. Oh, F. Ohme, P. Oppermann, B. O’Reilly, W. Ortega Larcher, R. O’Shaughnessy, C. Osthelder, C. D. Ott, D. J. Ottaway, R. S. Ottens, J. Ou, H. Overmier, B. J. Owen, A. Pai, C. Palomba, Y. Pan, C. Pankow, F. Paoletti, R. Paoletti, M. A. Papa, H. Paris, A Pasqualetti, R. Passaquieti, D. Passuello, M. Pedraza, P. Peiris, S. Penn, A. Perreca, M. Phelps, M. Pichot, M. Pickenpack, F. Piergiovanni, V. Pierro, L. Pinard, B. Pindor, I. M. Pinto, M. Pitkin, J. Poeld, R. Poggiani, Violet M. Poole, C. Poux, V. Predoi, T. Prestegard, Larry R. Price, M. Prijatelj, M. Principe, S. Privitera, R. Prix, G. A. Prodi, L. Prokhorov, O. Puncken, M. Punturo, P. Puppo, V. Quetschke, E. A. Quintero, R. Quitzow-James, F. J. Raab, D. S. Rabeling, István Rácz, H. Radkins, P. Raffai, S. Raja, G Rajalakshmi, M. Rakhmanov, C. Ramet, P. Rapagnani, V. Raymond, V. Re, C. M. Reed, T. Reed, T. Regimbau, S. Reid, D. H. Reitze, R. Riesen, K. Riles, N. A. Robertson, F. Robinet, A. Rocchi, S. Roddy, Carl L. Rodriguez, M. Rodruck, Christian Roever, L. Rolland, J. G. Rollins, R. Romano, G. Romanov, J. H. Romie, D. Rosińska, S. Rowan, A. Rüdiger, P. Ruggi, K Ryan, F. Salemi, L. Sammut, L. Sancho de la Jordana, V. Sandberg, J. R. Sanders, V. Sannibale, I. Santiago-Prieto, E. Saracco, B. Sassolas, B. S. Sathyaprakash, P. R. Saulson, R. L. Savage, R. Schilling, R. Schnabel, R. M. S. Schofield, E. Schreiber, D. Schuette, B. Schulz, B. F. Schutz, P. Schwinberg, J. Scott, S. M. Scott, Frank Seifert, D. Sellers, A. S. Sengupta, D. Sentenac, V. Sequino, A. M. Sergeev, D. A. Shaddock, S. Shah, M. S. Shahriar, M. Shaltev, B. Shapiro, P. Shawhan, D. H. Shoemaker, T. L. Sidery, K. Siellez, X. Siemens, D. Sigg, D. Simakov, A. Singer, L. Singer, A. M. Sintes, G. Skelton, B. J. J. Slagmolen, J. Slutsky, J. R. Smith, M. Smith, R. J. E. Smith, N. D. Smith-Lefebvre, K. Soden, E. J. Son, B. Sorazu, T. Souradeep, L. Sperandio, A. Staley, E. Steinert, J. Steinlechner, S. Steinlechner, S. Steplewski, Daniel J. Stevens, A. Stochino, R. Stone, K. A. Strain, N. Straniero, S. Strigin, A. Stroeer, R. Sturani, A. L. Stuver, T. Z. Summerscales, S. Susmithan, P. J. Sutton, B. L. Swinkels, G. Szeifert, M. Tacca, D. Talukder, L. Tang, D. B. Tanner, S. P. Tarabrin, R. Taylor, A. P. M. ter Braack, M. P. Thirugnanasambandam, M. Thomas, P. Thomas, K. A. Thorne, K. S. Thorne, E. Thrane, V. Tiwari, K. V. Tokmakov, C. Tomlinson, A. Toncelli, M. Tonelli, O. Torre, C. Torres, C. I. Torrie, F. Travasso, G. Traylor, M. Tse, D. Ugolini, H. Vahlbruch, G. Vajente, M. Vallisneri, J. F. J. van den Brand, S. van der Putten, Marc van der Sluys, J. V. van Heijningen, A. A. van Veggel, S. Vass, M. Vasúth, R. Vaulin, A. Vecchio, G. Vedovato, J. Veitch, P. J. Veitch, K. Venkateswara, D. Verkindt, S. Verma, F. Vetrano, A. Viceré, R. Vincent-Finley, J-Y Vinet, S. Vitale, B. Vlček, T. Vo, H. Vocca, C. Vorvick, W. D. Vousden, D. Vrinceanu, S. P. Vyachanin, A. R. Wade, L. E. Wade, M. Wade, S. J. Waldman, M. Walker, L. Wallace, J Wang, M. Wang, X Wang, A. Wanner, R. L. Ward, M. Wąs, B. Weaver, L-W Wei, M. Weinert, A. J. Weinstein, R. Weiss, T. Welborn, L. Wen, P. Weßels, M. West, T. Westphal, K. Wette, J. T. Whelan, S. E. Whitcomb, David White, B. F. Whiting, Suryo Anggoro Kusumo Wibowo, K. Wiesner, C. Wilkinson, L. Williams, R. Williams, T. Williams, J. L. Willis, B. Willke, M. H. Wimmer, L. Winkelmann, W. Winkler, C. C. Wipf, H. Wittel, G. Woan, J. Worden, J. Yablon, I. Yakushin, Hiroyuki Yamamoto, C. C. Yancey, Huan Yang, D. Yeaton-Massey, S. Yoshida, H. Yum, M. Yvert, A. Zadrożny, M. Zanolin, J-P Zendri, F Zhang, L. Zhang, C. Zhao, H. Zhu, X. J. Zhu, N. Zotov, M. E. Zucker, J. Zweizig
Bibliographic record
VenueClassical and Quantum Gravity · 2014
Typearticle
Languageen
FieldPhysics and Astronomy
TopicPulsars and Gravitational Waves Research
Canadian institutionsCanadian Institute for Theoretical AstrophysicsPerimeter InstituteUniversity of Toronto
FundersScience and Technology Facilities CouncilIstituto Nazionale di Fisica NucleareCentre National de la Recherche ScientifiqueCouncil of Scientific and Industrial Research, IndiaNederlandse Organisatie voor Wetenschappelijk OnderzoekGovern de les Illes BalearsFundacja na rzecz Nauki PolskiejNational Aeronautics and Space AdministrationScottish Funding CouncilScottish Universities Physics AllianceLeverhulme TrustAlfred P. Sloan FoundationMinisterio de Economía y CompetitividadNational Science Foundation
KeywordsLIGOPhysicsGravitational waveAmplitudeSensitivity (control systems)DetectorLimit (mathematics)SkyRange (aeronautics)Frequency bandAstrophysicsAlgorithmOpticsMathematical analysisComputer scienceElectronic engineeringTelecommunications
Abstract
We report on an all-sky search for periodic gravitational waves in the frequency range 50–1000 Hz with the first derivative of frequency in the range −8.9 × 10 −10 Hz s −1 to zero in two years of data collected during LIGO's fifth science run. Our results employ a Hough transform technique, introducing a χ 2 test and analysis of coincidences between the signal levels in years 1 and 2 of observations that offers a significant improvement in the product of strain sensitivity with compute cycles per data sample compared to previously published searches. Since our search yields no surviving candidates, we present results taking the form of frequency dependent, 95% confidence upper limits on the strain amplitude h 0 . The most stringent upper limit from year 1 is 1.0 × 10 −24 in the 158.00–158.25 Hz band. In year 2, the most stringent upper limit is 8.9 × 10 −25 in the 146.50–146.75 Hz band. This improved detection pipeline, which is computationally efficient by at least two orders of magnitude better than our flagship Einstein@Home search, will be important for 'quick-look' searches in the Advanced LIGO and Virgo detector era.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.019
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.037
GPT teacher head0.358
Teacher spread0.321 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
Quick stats
Citations30
Published2014
Admission routes1
Has abstractyes