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arxiv: 2508.18079 · v3 · submitted 2025-08-25 · 🌀 gr-qc · astro-ph.HE

Recognition: 1 theorem link

Open Data from LIGO, Virgo, and KAGRA through the First Part of the Fourth Observing Run

The LIGO Scientific Collaboration , the Virgo Collaboration , the KAGRA Collaboration: A. G. Abac , I. Abouelfettouh , F. Acernese , K. Ackley , C. Adamcewicz , S. Adhicary
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D. Adhikari N. Adhikari R. X. Adhikari V. K. Adkins S. Afroz A. Agapito D. Agarwal M. Agathos N. Aggarwal S. Aggarwal O. D. Aguiar I.-L. Ahrend L. Aiello A. Ain P. Ajith T. Akutsu S. Albanesi W. Ali S. Al-Kershi C. All\'en\'e A. Allocca S. Al-Shammari P. A. Altin S. Alvarez-Lopez W. Amar O. Amarasinghe A. Amato F. Amicucci C. Amra A. Ananyeva S. B. Anderson W. G. Anderson M. Andia M. Ando M. Andr\'es-Carcasona T. Andri\'c J. Anglin S. Ansoldi J. M. Antelis S. Antier M. Aoumi E. Z. Appavuravther S. Appert S. K. Apple K. Arai A. Araya M. C. Araya M. Arca Sedda J. S. Areeda N. Aritomi F. Armato S. Armstrong N. Arnaud M. Arogeti S. M. Aronson G. Ashton Y. Aso L. Asprea M. Assiduo S. Assis de Souza Melo S. M. Aston P. Astone F. Attadio F. Aubin K. AultONeal G. Avallone E. A. Avila S. Babak C. Badger S. Bae S. Bagnasco L. Baiotti R. Bajpai T. Baka A. M. Baker K. A. Baker T. Baker G. Baldi N. Baldicchi M. Ball G. Ballardin S. W. Ballmer S. Banagiri B. Banerjee D. Bankar T. M. Baptiste P. Baral M. Baratti J. C. Barayoga B. C. Barish D. Barker N. Barman P. Barneo F. Barone B. Barr L. Barsotti M. Barsuglia D. Barta A. M. Bartoletti M. A. Barton I. Bartos A. Basalaev R. Bassiri A. Basti M. Bawaj P. Baxi J. C. Bayley A. C. Baylor P. A. Baynard II M. Bazzan V. M. Bedakihale F. Beirnaert M. Bejger D. Belardinelli A. S. Bell D. S. Bellie L. Bellizzi W. Benoit I. Bentara J. D. Bentley M. Ben Yaala S. Bera F. Bergamin B. K. Berger S. Bernuzzi M. Beroiz C. P. L. Berry D. Bersanetti T. Bertheas A. Bertolini J. Betzwieser D. Beveridge G. Bevilacqua N. Bevins R. Bhandare R. Bhatt D. Bhattacharjee S. Bhattacharyya S. Bhaumik V. Biancalana A. Bianchi I. A. Bilenko G. Billingsley A. Binetti S. Bini C. Binu S. Biot O. Birnholtz S. Biscoveanu A. Bisht M. Bitossi M.-A. Bizouard S. Blaber J. K. Blackburn L. A. Blagg C. D. Blair D. G. Blair N. Bode N. Boettner G. Boileau M. Boldrini G. N. Bolingbroke A. Bolliand L. D. Bonavena R. Bondarescu F. Bondu E. Bonilla M. S. Bonilla A. Bonino R. Bonnand A. Borchers S. Borhanian V. Boschi S. Bose V. Bossilkov Y. Bothra A. Boudon L. Bourg M. Boyle A. Bozzi C. Bradaschia P. R. Brady A. Branch M. Branchesi I. Braun T. Briant A. Brillet M. Brinkmann P. Brockill E. Brockmueller A. F. Brooks B. C. Brown D. D. Brown M. L. Brozzetti S. Brunett G. Bruno R. Bruntz J. Bryant Y. Bu F. Bucci J. Buchanan O. Bulashenko T. Bulik H. J. Bulten A. Buonanno K. Burtnyk R. Buscicchio D. Buskulic C. Buy R. L. Byer G. S. Cabourn Davies R. Cabrita V. C\'aceres-Barbosa L. Cadonati G. Cagnoli C. Cahillane A. Calafat T. A. Callister E. Calloni S. R. Callos M. Canepa G. Caneva Santoro K. C. Cannon H. Cao L. A. Capistran E. Capocasa E. Capote G. Capurri G. Carapella F. Carbognani M. Carlassara J. B. Carlin T. K. Carlson M. F. Carney M. Carpinelli G. Carrillo J. J. Carter G. Carullo A. Casallas-Lagos J. Casanueva Diaz C. Casentini S. Y. Castro-Lucas S. Caudill M. Cavagli\`a R. Cavalieri A. Ceja G. Cella P. Cerd\'a-Dur\'an E. Cesarini N. Chabbra W. Chaibi A. Chakraborty P. Chakraborty S. Chakraborty S. Chalathadka Subrahmanya J. C. L. Chan M. Chan K. Chang S. Chao P. Charlton E. Chassande-Mottin C. Chatterjee Debarati Chatterjee Deep Chatterjee M. Chaturvedi S. Chaty K. Chatziioannou A. Chen A. H.-Y. Chen D. Chen H. Chen H. Y. Chen S. Chen Yanbei Chen Yitian Chen H. P. Cheng P. Chessa H. T. Cheung S. Y. Cheung F. Chiadini G. Chiarini A. Chiba A. Chincarini M. L. Chiofalo A. Chiummo C. Chou S. Choudhary N. Christensen S. S. Y. Chua G. Ciani P. Ciecielag M. Cie\'slar M. Cifaldi B. Cirok F. Clara J. A. Clark T. A. Clarke P. Clearwater S. Clesse F. Cleva E. Coccia E. Codazzo P.-F. Cohadon S. Colace E. Colangeli M. Colleoni C. G. Collette J. Collins S. Colloms A. Colombo C. M. Compton G. Connolly L. Conti T. R. Corbitt I. Cordero-Carri\'on S. Corezzi N. J. Cornish I. Coronado A. Corsi R. Cottingham M. W. Coughlin A. Couineaux P. Couvares D. M. Coward R. Coyne A. Cozzumbo J. D. E. Creighton T. D. Creighton P. Cremonese S. Crook R. Crouch J. Csizmazia J. R. Cudell T. J. Cullen A. Cumming E. Cuoco M. Cusinato L. V. Da Concei\c{c}\~ao T. Dal Canton S. Dal Pra G. D\'alya B. D'Angelo S. Danilishin S. D'Antonio K. Danzmann K. E. Darroch L. P. Dartez R. Das A. Dasgupta V. Dattilo A. Daumas N. Davari I. Dave A. Davenport M. Davier T. F. Davies D. Davis L. Davis M. C. Davis P. Davis E. J. Daw M. Dax J. De Bolle M. Deenadayalan J. Degallaix M. De Laurentis F. De Lillo S. Della Torre W. Del Pozzo A. Demagny F. De Marco G. Demasi F. De Matteis N. Demos T. Dent A. Depasse N. DePergola R. De Pietri R. De Rosa C. De Rossi M. Desai R. DeSalvo A. DeSimone R. De Simone A. Dhani R. Diab M. C. D\'iaz M. Di Cesare G. Dideron T. Dietrich L. Di Fiore C. Di Fronzo M. Di Giovanni T. Di Girolamo D. Diksha J. Ding S. Di Pace I. Di Palma D. Di Piero F. Di Renzo Divyajyoti A. Dmitriev J. P. Docherty Z. Doctor N. Doerksen E. Dohmen A. Doke A. Domiciano De Souza L. D'Onofrio F. Donovan K. L. Dooley T. Dooney S. Doravari O. Dorosh W. J. D. Doyle M. Drago J. C. Driggers M. Dubois L. Dunn U. Dupletsa P.-A. Duverne D. D'Urso P. Dutta Roy H. Duval S. E. Dwyer C. Eassa M. Ebersold T. Eckhardt G. Eddolls A. Effler J. Eichholz H. Einsle M. Eisenmann M. Emma K. Endo R. Enficiaud L. Errico R. Espinosa M. Esposito R. C. Essick H. Estell\'es T. Etzel M. Evans T. Evstafyeva B. E. Ewing J. M. Ezquiaga F. Fabrizi V. Fafone S. Fairhurst A. M. Farah B. Farr W. M. Farr G. Favaro M. Favata M. Fays M. Fazio J. Feicht M. M. Fejer R. Felicetti E. Fenyvesi J. Fernandes T. Fernandes D. Fernando S. Ferraiuolo T. A. Ferreira F. Fidecaro P. Figura A. Fiori I. Fiori M. Fishbach R. P. Fisher R. Fittipaldi V. Fiumara R. Flaminio S. M. Fleischer L. S. Fleming E. Floden H. Fong J. A. Font F. Fontinele-Nunes C. Foo B. Fornal K. Franceschetti F. Frappez S. Frasca F. Frasconi J. P. Freed Z. Frei A. Freise O. Freitas R. Frey W. Frischhertz P. Fritschel V. V. Frolov G. G. Fronz\'e M. Fuentes-Garcia S. Fujii T. Fujimori P. Fulda M. Fyffe B. Gadre J. R. Gair S. Galaudage V. Galdi R. Gamba A. Gamboa S. Gamoji D. Ganapathy A. Ganguly B. Garaventa J. Garc\'ia-Bellido C. Garc\'ia-Quir\'os J. W. Gardner K. A. Gardner S. Garg J. Gargiulo X. Garrido A. Garron F. Garufi P. A. Garver C. Gasbarra B. Gateley F. Gautier V. Gayathri T. Gayer G. Gemme A. Gennai V. Gennari J. George R. George O. Gerberding L. Gergely Archisman Ghosh Sayantan Ghosh Shaon Ghosh Shrobana Ghosh Suprovo Ghosh Tathagata Ghosh J. A. Giaime K. D. Giardina D. R. Gibson C. Gier S. Gkaitatzis J. Glanzer F. Glotin J. Godfrey R. V. Godley P. Godwin A. S. Goettel E. Goetz J. Golomb S. Gomez Lopez B. Goncharov G. Gonz\'alez P. Goodarzi S. Goode A. W. Goodwin-Jones M. Gosselin R. Gouaty D. W. Gould K. Govorkova A. Grado V. Graham A. E. Granados M. Granata V. Granata S. Gras P. Grassia J. Graves C. Gray R. Gray G. Greco A. C. Green L. Green S. M. Green S. R. Green C. Greenberg A. M. Gretarsson H. K. Griffin D. Griffith H. L. Griggs G. Grignani C. Grimaud H. Grote S. Grunewald D. Guerra D. Guetta G. M. Guidi A. R. Guimaraes H. K. Gulati F. Gulminelli H. Guo W. Guo Y. Guo Anuradha Gupta I. Gupta N. C. Gupta S. K. Gupta V. Gupta N. Gupte J. Gurs N. Gutierrez N. Guttman F. Guzman D. Haba M. Haberland S. Haino E. D. Hall E. Z. Hamilton G. Hammond M. Haney J. Hanks C. Hanna M. D. Hannam O. A. Hannuksela A. G. Hanselman H. Hansen J. Hanson S. Hanumasagar R. Harada A. R. Hardison S. Harikumar K. Haris I. Harley-Trochimczyk T. Harmark J. Harms G. M. Harry I. W. Harry J. Hart B. Haskell C. J. Haster K. Haughian H. Hayakawa K. Hayama M. C. Heintze J. Heinze J. Heinzel H. Heitmann F. Hellman A. F. Helmling-Cornell G. Hemming O. Henderson-Sapir M. Hendry I. S. Heng M. H. Hennig C. Henshaw M. Heurs A. L. Hewitt J. Heynen J. Heyns S. Higginbotham S. Hild S. Hill Y. Himemoto N. Hirata C. Hirose D. Hofman B. E. Hogan N. A. Holland I. J. Hollows D. E. Holz L. Honet D. J. Horton-Bailey J. Hough S. Hourihane N. T. Howard E. J. Howell C. G. Hoy C. A. Hrishikesh P. Hsi H.-F. Hsieh H.-Y. Hsieh C. Hsiung S.-H. Hsu W.-F. Hsu Q. Hu H. Y. Huang Y. Huang Y. T. Huang A. D. Huddart B. Hughey V. Hui S. Husa R. Huxford L. Iampieri G. A. Iandolo M. Ianni G. Iannone J. Iascau K. Ide R. Iden A. Ierardi S. Ikeda H. Imafuku Y. Inoue G. Iorio P. Iosif M. H. Iqbal J. Irwin R. Ishikawa M. Isi K. S. Isleif Y. Itoh M. Iwaya B. R. Iyer C. Jacquet P.-E. Jacquet T. Jacquot S. J. Jadhav S. P. Jadhav M. Jain T. Jain A. L. James K. Jani J. Janquart N. N. Janthalur S. Jaraba P. Jaranowski R. Jaume W. Javed A. Jennings M. Jensen W. Jia J. Jiang H.-B. Jin G. R. Johns N. A. Johnson M. C. Johnston R. Johnston N. Johny D. H. Jones D. I. Jones R. Jones H. E. Jose P. Joshi S. K. Joshi G. Joubert J. Ju L. Ju K. Jung J. Junker V. Juste H. B. Kabagoz T. Kajita I. Kaku V. Kalogera M. Kalomenopoulos M. Kamiizumi N. Kanda S. Kandhasamy G. Kang N. C. Kannachel J. B. Kanner S. A. KantiMahanty S. J. Kapadia D. P. Kapasi M. Karthikeyan M. Kasprzack H. Kato T. Kato E. Katsavounidis W. Katzman R. Kaushik K. Kawabe R. Kawamoto D. Keitel L. J. Kemperman J. Kennington F. A. Kerkow R. Kesharwani J. S. Key R. Khadela S. Khadka S. S. Khadkikar F. Y. Khalili F. Khan T. Khanam M. Khursheed N. M. Khusid W. Kiendrebeogo N. Kijbunchoo C. Kim J. C. Kim K. Kim M. H. Kim S. Kim Y.-M. Kim C. Kimball K. Kimes M. Kinnear J. S. Kissel S. Klimenko A. M. Knee E. J. Knox N. Knust K. Kobayashi S. M. Koehlenbeck G. Koekoek K. Kohri K. Kokeyama S. Koley P. Kolitsidou A. E. Koloniari K. Komori A. K. H. Kong A. Kontos L. M. Koponen M. Korobko X. Kou A. Koushik N. Kouvatsos M. Kovalam T. Koyama D. B. Kozak S. L. Kranzhoff V. Kringel N. V. Krishnendu S. Kroker A. Kr\'olak K. Kruska J. Kubisz G. Kuehn S. Kulkarni A. Kulur Ramamohan Achal Kumar Anil Kumar Praveen Kumar Prayush Kumar Rahul Kumar Rakesh Kumar J. Kume K. Kuns N. Kuntimaddi S. Kuroyanagi S. Kuwahara K. Kwak K. Kwan S. Kwon G. Lacaille D. Laghi A. H. Laity E. Lalande M. Lalleman P. C. Lalremruati M. Landry B. B. Lane R. N. Lang J. Lange R. Langgin B. Lantz I. La Rosa J. Larsen A. Lartaux-Vollard P. D. Lasky J. Lawrence M. Laxen C. Lazarte A. Lazzarini C. Lazzaro P. Leaci L. Leali Y. K. Lecoeuche H. M. Lee H. W. Lee J. Lee K. Lee R.-K. Lee R. Lee Sungho Lee Sunjae Lee Y. Lee I. N. Legred J. Lehmann L. Lehner M. Le Jean A. Lema\^itre M. Lenti M. Leonardi M. Lequime N. Leroy M. Lesovsky N. Letendre M. Lethuillier Y. Levin K. Leyde A. K. Y. Li K. L. Li T. G. F. Li X. Li Y. Li Z. Li A. Lihos E. T. Lin F. Lin L. C.-C. Lin Y.-C. Lin C. Lindsay S. D. Linker A. Liu G. C. Liu Jian Liu F. Llamas Villarreal J. Llobera-Querol R. K. L. Lo J.-P. Locquet S. C. G. Loggins M. R. Loizou L. T. London A. Longo D. Lopez M. Lopez Portilla A. Lorenzo-Medina V. Loriette M. Lormand G. Losurdo E. Lotti T. P. Lott IV J. D. Lough H. A. Loughlin C. O. Lousto N. Low N. Lu L. Lucchesi H. L\"uck D. Lumaca A. P. Lundgren A. W. Lussier R. Macas M. MacInnis D. M. Macleod I. A. O. MacMillan A. Macquet K. Maeda S. Maenaut S. S. Magare R. M. Magee E. Maggio R. Maggiore M. Magnozzi M. Mahesh M. Maini S. Majhi E. Majorana C. N. Makarem D. Malakar J. A. Malaquias-Reis U. Mali S. Maliakal A. Malik L. Mallick A.-K. Malz N. Man M. Mancarella V. Mandic V. Mangano B. Mannix G. L. Mansell M. Manske M. Mantovani M. Mapelli C. Marinelli F. Marion A. S. Markosyan A. Markowitz E. Maros S. Marsat F. Martelli I. W. Martin R. M. Martin B. B. Martinez D. A. Martinez M. Martinez V. Martinez A. Martini J. C. Martins D. V. Martynov E. J. Marx L. Massaro A. Masserot M. Masso-Reid S. Mastrogiovanni T. Matcovich M. Matiushechkina L. Maurin N. Mavalvala N. Maxwell G. McCarrol R. McCarthy D. E. McClelland S. McCormick L. McCuller S. McEachin C. McElhenny G. I. McGhee J. McGinn K. B. M. McGowan J. McIver A. McLeod I. McMahon T. McRae R. McTeague D. Meacher B. N. Meagher R. Mechum Q. Meijer A. Melatos C. S. Menoni F. Mera R. A. Mercer L. Mereni K. Merfeld E. L. Merilh J. R. M\'erou J. D. Merritt M. Merzougui C. Messick B. Mestichelli M. Meyer-Conde F. Meylahn A. Mhaske A. Miani H. Miao C. Michel Y. Michimura H. Middleton D. P. Mihaylov S. J. Miller M. Millhouse E. Milotti V. Milotti Y. Minenkov E. M. Minihan Ll. M. Mir L. Mirasola M. Miravet-Ten\'es C.-A. Miritescu A. Mishra C. Mishra T. Mishra A. L. Mitchell J. G. Mitchell S. Mitra V. P. Mitrofanov K. Mitsuhashi R. Mittleman O. Miyakawa S. Miyoki A. Miyoko G. Mo L. Mobilia S. R. P. Mohapatra S. R. Mohite M. Molina-Ruiz M. Mondin M. Montani C. J. Moore D. Moraru A. More S. More C. Moreno E. A. Moreno G. Moreno A. Moreso Serra S. Morisaki Y. Moriwaki G. Morras A. Moscatello M. Mould B. Mours C. M. Mow-Lowry L. Muccillo F. Muciaccia D. Mukherjee Samanwaya Mukherjee Soma Mukherjee Subroto Mukherjee Suvodip Mukherjee N. Mukund A. Mullavey H. Mullock J. Mundi C. L. Mungioli M. Murakoshi P. G. Murray D. Nabari S. L. Nadji A. Nagar N. Nagarajan K. Nakagaki K. Nakamura H. Nakano M. Nakano D. Nanadoumgar-Lacroze D. Nandi V. Napolano P. Narayan I. Nardecchia T. Narikawa H. Narola L. Naticchioni R. K. Nayak L. Negri A. Nela C. Nelle A. Nelson T. J. N. Nelson M. Nery A. Neunzert S. Ng L. Nguyen Quynh S. A. Nichols A. B. Nielsen Y. Nishino A. Nishizawa S. Nissanke W. Niu F. Nocera J. Noller M. Norman C. North J. Novak R. Nowicki J. F. Nu\~no Siles L. K. Nuttall K. Obayashi J. Oberling J. O'Dell E. Oelker M. Oertel G. Oganesyan T. O'Hanlon M. Ohashi F. Ohme R. Oliveri R. Omer B. O'Neal M. Onishi K. Oohara B. O'Reilly M. Orselli R. O'Shaughnessy S. O'Shea S. Oshino C. Osthelder I. Ota D. J. Ottaway A. Ouzriat H. Overmier B. J. Owen R. Ozaki A. E. Pace R. Pagano M. A. Page A. Pai L. Paiella A. Pal S. Pal M. A. Palaia M. P\'alfi P. P. Palma C. Palomba P. Palud H. Pan J. Pan K. C. Pan P. K. Panda Shiksha Pandey Swadha Pandey P. T. H. Pang F. Pannarale K. A. Pannone B. C. Pant F. H. Panther M. Panzeri F. Paoletti A. Paolone A. Papadopoulos E. E. Papalexakis L. Papalini G. Papigkiotis A. Paquis A. Parisi B.-J. Park J. Park W. Parker G. Pascale D. Pascucci A. Pasqualetti R. Passaquieti L. Passenger D. Passuello O. Patane A. V. Patel D. Pathak A. Patra B. Patricelli B. G. Patterson K. Paul S. Paul E. Payne T. Pearce M. Pedraza A. Pele F. E. Pe\~na Arellano X. Peng Y. Peng S. Penn M. D. Penuliar A. Perego Z. Pereira C. P\'erigois G. Perna A. Perreca J. Perret S. Perri\`es J. W. Perry D. Pesios S. Peters S. Petracca C. Petrillo H. P. Pfeiffer H. Pham K. A. Pham K. S. Phukon H. Phurailatpam M. Piarulli L. Piccari O. J. Piccinni M. Pichot M. Piendibene F. Piergiovanni L. Pierini G. Pierra V. Pierro M. Pietrzak M. Pillas F. Pilo L. Pinard I. M. Pinto M. Pinto B. J. Piotrzkowski M. Pirello M. D. Pitkin A. Placidi E. Placidi M. L. Planas W. Plastino C. Plunkett R. Poggiani E. Polini J. Pomper L. Pompili J. Poon E. Porcelli E. K. Porter C. Posnansky R. Poulton J. Powell G. S. Prabhu M. Pracchia B. K. Pradhan T. Pradier A. K. Prajapati K. Prasai R. Prasanna P. Prasia G. Pratten G. Principe G. A. Prodi P. Prosperi P. Prosposito A. C. Providence A. Puecher J. Pullin P. Puppo M. P\"urrer H. Qi J. Qin G. Qu\'em\'ener V. Quetschke P. J. Quinonez N. Qutob R. Rading I. Rainho S. Raja C. Rajan B. Rajbhandari K. E. Ramirez F. A. Ramis Vidal M. Ramos Arevalo A. Ramos-Buades S. Ranjan K. Ransom P. Rapagnani B. Ratto A. Ravichandran A. Ray V. Raymond M. Razzano J. Read T. Regimbau S. Reid C. Reissel D. H. Reitze A. I. Renzini B. Revenu A. Revilla Pe\~na R. Reyes L. Ricca F. Ricci M. Ricci A. Ricciardone J. Rice J. W. Richardson M. L. Richardson A. Rijal K. Riles H. K. Riley S. Rinaldi J. Rittmeyer C. Robertson F. Robinet M. Robinson A. Rocchi L. Rolland J. G. Rollins A. E. Romano R. Romano A. Romero I. M. Romero-Shaw J. H. Romie S. Ronchini T. J. Roocke L. Rosa T. J. Rosauer C. A. Rose D. Rosi\'nska M. P. Ross M. Rossello-Sastre S. Rowan S. K. Roy S. Roy D. Rozza P. Ruggi N. Ruhama E. Ruiz Morales K. Ruiz-Rocha S. Sachdev T. Sadecki P. Saffarieh S. Safi-Harb M. R. Sah S. Saha T. Sainrat S. Sajith Menon K. Sakai Y. Sakai M. Sakellariadou S. Sakon O. S. Salafia F. Salces-Carcoba L. Salconi M. Saleem F. Salemi M. Sall\'e S. U. Salunkhe S. Salvador A. Salvarese A. Samajdar A. Sanchez E. J. Sanchez L. E. Sanchez N. Sanchis-Gual J. R. Sanders E. M. S\"anger F. Santoliquido F. Sarandrea T. R. Saravanan N. Sarin P. Sarkar A. Sasli P. Sassi B. Sassolas B. S. Sathyaprakash R. Sato S. Sato Yukino Sato Yu Sato O. Sauter R. L. Savage T. Sawada H. L. Sawant S. Sayah V. Scacco D. Schaetzl M. Scheel A. Schiebelbein M. G. Schiworski P. Schmidt S. Schmidt R. Schnabel M. Schneewind R. M. S. Schofield K. Schouteden B. W. Schulte B. F. Schutz E. Schwartz M. Scialpi J. Scott S. M. Scott R. M. Sedas T. C. Seetharamu M. Seglar-Arroyo Y. Sekiguchi D. Sellers N. Sembo A. S. Sengupta E. G. Seo J. W. Seo V. Sequino M. Serra A. Sevrin T. Shaffer U. S. Shah M. A. Shaikh L. Shao A. K. Sharma Preeti Sharma Prianka Sharma Ritwik Sharma S. Sharma Chaudhary P. Shawhan N. S. Shcheblanov E. Sheridan Z.-H. Shi M. Shikauchi R. Shimomura H. Shinkai S. Shirke D. H. Shoemaker D. M. Shoemaker R. W. Short S. ShyamSundar A. Sider H. Siegel D. Sigg L. Silenzi L. Silvestri M. Simmonds L. P. Singer Amitesh Singh Anika Singh D. Singh N. Singh S. Singh A. M. Sintes V. Sipala V. Skliris B. J. J. Slagmolen D. A. Slater T. J. Slaven-Blair J. Smetana J. R. Smith L. Smith R. J. E. Smith W. J. Smith S. Soares de Albuquerque Filho M. Soares-Santos K. Somiya I. Song S. Soni V. Sordini F. Sorrentino H. Sotani F. Spada V. Spagnuolo A. P. Spencer P. Spinicelli A. K. Srivastava F. Stachurski C. J. Stark D. A. Steer N. Steinle J. Steinlechner S. Steinlechner N. Stergioulas P. Stevens M. StPierre M. D. Strong A. Strunk A. L. Stuver M. Suchenek S. Sudhagar Y. Sudo N. Sueltmann L. Suleiman K. D. Sullivan J. Sun L. Sun S. Sunil J. Suresh B. J. Sutton P. J. Sutton K. Suzuki M. Suzuki B. L. Swinkels A. Syx M. J. Szczepa\'nczyk P. Szewczyk M. Tacca H. Tagoshi K. Takada H. Takahashi R. Takahashi A. Takamori S. Takano H. Takeda K. Takeshita I. Takimoto Schmiegelow M. Takou-Ayaoh C. Talbot M. Tamaki N. Tamanini D. Tanabe K. Tanaka S. J. Tanaka S. Tanioka D. B. Tanner W. Tanner L. Tao R. D. Tapia E. N. Tapia San Mart\'in C. Taranto A. Taruya J. D. Tasson J. G. Tau D. Tellez R. Tenorio H. Themann A. Theodoropoulos M. P. Thirugnanasambandam L. M. Thomas M. Thomas P. Thomas J. E. Thompson S. R. Thondapu K. A. Thorne E. Thrane J. Tissino A. Tiwari Pawan Tiwari Praveer Tiwari S. Tiwari V. Tiwari M. R. Todd M. Toffano A. M. Toivonen K. Toland A. E. Tolley T. Tomaru V. Tommasini T. Tomura H. Tong C. Tong-Yu A. Torres-Forn\'e C. I. Torrie I. Tosta e Melo E. Tournefier M. Trad Nery K. Tran A. Trapananti R. Travaglini F. Travasso G. Traylor M. Trevor M. C. Tringali A. Tripathee G. Troian A. Trovato L. Trozzo R. J. Trudeau T. Tsang S. Tsuchida L. Tsukada K. Turbang M. Turconi C. Turski H. Ubach N. Uchikata T. Uchiyama R. P. Udall T. Uehara K. Ueno V. Undheim L. E. Uronen T. Ushiba M. Vacatello H. Vahlbruch N. Vaidya G. Vajente A. Vajpeyi J. Valencia M. Valentini S. A. Vallejo-Pe\~na S. Vallero V. Valsan M. van Dael E. Van den Bossche J. F. J. van den Brand C. Van Den Broeck M. van der Sluys A. Van de Walle J. van Dongen K. Vandra M. VanDyke H. van Haevermaet J. V. van Heijningen P. Van Hove J. Vanier M. VanKeuren J. Vanosky N. van Remortel M. Vardaro A. F. Vargas V. Varma A. N. Vazquez A. Vecchio G. Vedovato J. Veitch P. J. Veitch S. Venikoudis R. C. Venterea P. Verdier M. Vereecken D. Verkindt B. Verma Y. Verma S. M. Vermeulen F. Vetrano A. Veutro A. Vicer\'e S. Vidyant A. D. Viets A. Vijaykumar A. Vilkha N. Villanueva Espinosa V. Villa-Ortega E. T. Vincent J.-Y. Vinet S. Viret S. Vitale H. Vocca D. Voigt E. R. G. von Reis J. S. A. von Wrangel W. E. Vossius L. Vujeva S. P. Vyatchanin J. Wack L. E. Wade M. Wade K. J. Wagner L. Wallace E. J. Wang H. Wang J. Z. Wang W. H. Wang Y. F. Wang G. Waratkar J. Warner M. Was T. Washimi N. Y. Washington D. Watarai B. Weaver S. A. Webster N. L. Weickhardt M. Weinert A. J. Weinstein R. Weiss L. Wen K. Wette J. T. Whelan B. F. Whiting C. Whittle E. G. Wickens D. Wilken A. T. Wilkin B. M. Williams D. Williams M. J. Williams N. S. Williams J. L. Willis B. Willke M. Wils L. Wilson C. W. Winborn J. Winterflood C. C. Wipf G. Woan J. Woehler N. E. Wolfe H. T. Wong I. C. F. Wong K. Wong T. Wouters J. L. Wright M. Wright B. Wu C. Wu D. S. Wu H. Wu K. Wu Q. Wu Y. Wu Z. Wu E. Wuchner D. M. Wysocki V. A. Xu Y. Xu N. Yadav H. Yamamoto K. Yamamoto T. S. Yamamoto T. Yamamoto R. Yamazaki T. Yan K. Z. Yang Y. Yang Z. Yarbrough J. Yebana S.-W. Yeh A. B. Yelikar X. Yin J. Yokoyama T. Yokozawa S. Yuan H. Yuzurihara M. Zanolin M. Zeeshan T. Zelenova J.-P. Zendri M. Zeoli M. Zerrad M. Zevin L. Zhang N. Zhang R. Zhang T. Zhang C. Zhao Yue Zhao Yuhang Zhao Z.-C. Zhao Y. Zheng H. Zhong H. Zhou H. O. Zhu Z.-H. Zhu A. B. Zimmerman L. Zimmermann M. E. Zucker J. Zweizig
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Pith reviewed 2026-05-16 23:18 UTC · model grok-4.3

classification 🌀 gr-qc astro-ph.HE
keywords gravitational wavesLIGOVirgoKAGRAopen datastrain time seriesobserving runtransient catalog
0
0 comments X

The pith

LIGO, Virgo, and KAGRA release calibrated strain data from the first part of their fourth observing run.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper announces the public release of data from the LIGO, Virgo, and KAGRA gravitational-wave network covering May 2023 to January 2024. This dataset includes calibrated strain time series from each detector, additional channels for noise subtraction and characterization, and products from the version 4.0 gravitational-wave transient catalog. A sympathetic reader cares because it opens the raw measurements and derived results to anyone, enabling independent checks and new analyses of recent cosmic events. The release extends earlier open data efforts by incorporating observations from this engineering and observing period. It allows external groups to study the signals without relying solely on the collaborations' published conclusions.

Core claim

The LIGO Scientific Collaboration, the Virgo Collaboration, and the KAGRA Collaboration are providing a public dataset that includes calibrated strain time series for each instrument, data from additional channels used for noise subtraction and detector characterization, and analysis data products from version 4.0 of the Gravitational-Wave Transient Catalog, covering the period from May 2023 to January 2024.

What carries the argument

The calibrated strain time series from the detector network together with auxiliary channels and transient catalog products, which together allow reconstruction and study of the gravitational-wave signals.

If this is right

  • Independent groups can confirm or refute specific gravitational-wave candidate events using the raw strain data.
  • External researchers gain access to auxiliary channels to investigate detector noise properties in detail.
  • Population studies of black-hole and neutron-star mergers can incorporate the new catalog products directly.
  • New data-analysis methods developed outside the collaborations can be tested on the released time series.
  • Cross-checks become possible between gravitational-wave signals and simultaneous observations in other wavelengths.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • The data release could surface subtle signals that initial searches overlooked if different search algorithms are applied.
  • It opens the possibility of combining these observations with future detectors or space-based missions for improved localization.
  • Broader access may accelerate development of machine-learning techniques for real-time event detection.
  • The auxiliary channels could help identify and mitigate new classes of instrumental artifacts in upcoming runs.

Load-bearing premise

The internal calibration, noise subtraction, and event validation procedures performed by the collaborations are accurate and complete.

What would settle it

An independent reprocessing of the released strain data that yields event times, amplitudes, or sky locations inconsistent with the version 4.0 catalog entries.

read the original abstract

LIGO, Virgo, and KAGRA form a network of gravitational-wave observatories. Data and analysis results from this network are made publicly available through the Gravitational Wave Open Science Center. This paper describes open data from this network, including the addition of data from the first part of the fourth observing run (O4a) and selected periods from the preceding engineering run, collected from May 2023 to January 2024. The public data set includes calibrated strain time series for each instrument, data from additional channels used for noise subtraction and detector characterization, and analysis data products from version 4.0 of the Gravitational-Wave Transient Catalog.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

0 major / 2 minor

Summary. The manuscript documents the public release of gravitational-wave data from the LIGO, Virgo, and KAGRA network through the Gravitational Wave Open Science Center (GWOSC). It covers calibrated strain time series for each instrument, auxiliary channels used for noise subtraction and detector characterization, and analysis data products from version 4.0 of the Gravitational-Wave Transient Catalog (GWTC-4.0), collected during the first part of the fourth observing run (O4a) from May 2023 to January 2024 along with selected periods from the preceding engineering run.

Significance. This data release is of high significance for the field. By making the O4a strain data, auxiliary channels, and GWTC-4.0 products openly available, the collaboration enables independent analyses, reproducibility checks, and new scientific investigations by the broader community. The inclusion of auxiliary channels is particularly valuable for noise studies and detector characterization.

minor comments (2)
  1. The abstract and introduction would benefit from an explicit statement of the total data volume (in TB or PB) and the precise start and end GPS times for the O4a release to aid users in planning downloads.
  2. Section describing the GWTC-4.0 products should include a brief note on which specific data products (e.g., posterior samples, skymaps) are included versus those available only upon request.

Simulated Author's Rebuttal

0 responses · 0 unresolved

We thank the referee for their positive review of the manuscript and for recommending acceptance. We appreciate the recognition of the significance of the O4a data release and the value of including auxiliary channels for the broader community.

Circularity Check

0 steps flagged

No derivation chain or circularity present

full rationale

This is a data-release documentation paper with no derivations, equations, predictions, fitted parameters, or load-bearing claims that could reduce to self-definition or self-citation. The central statements are factual descriptions of released data products (calibrated strain, auxiliary channels, GWTC-4.0 catalogs) made available via GWOSC; these are external to any internal derivation within the manuscript itself. No steps match any enumerated circularity pattern.

Axiom & Free-Parameter Ledger

0 free parameters · 0 axioms · 0 invented entities

This is a pure data-release paper. No free parameters, axioms, or invented entities are introduced or fitted.

pith-pipeline@v0.9.0 · 15419 in / 1015 out tokens · 56835 ms · 2026-05-16T23:18:10.647022+00:00 · methodology

discussion (0)

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