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Transient noise (glitches) in LIGO data hinders the detection of gravitational waves (GW). The Gravity Spy project has categorized these noise events into various classes. With the O3 run, there is the inclusion of two additional noise…

Computer Vision and Pattern Recognition · Computer Science 2025-10-09 Divyansh Srivastava , Andrzej Niedzielski

Advanced LIGO and Advanced Virgo ground-based interferometers are instruments capable to detect gravitational wave signals exploiting advanced laser interferometry techniques. The underlying data analysis task consists in identifying…

General Relativity and Quantum Cosmology · Physics 2023-12-19 Francesco Pio Barone , Daniele Dell'Aquila , Marco Russo

One of the key challenges of real-time detection and parameter estimation of gravitational waves from compact binary mergers is the computational cost of conventional matched-filtering and Bayesian inference approaches. In particular, the…

Instrumentation and Methods for Astrophysics · Physics 2021-07-30 Plamen G. Krastev , Kiranjyot Gill , V. Ashley Villar , Edo Berger

Quality improvement of interferometric data collected by gravitational-wave detectors such as Advanced LIGO and Virgo is mission critical for the success of gravitational-wave astrophysics. Gravitational-wave detectors are sensitive to a…

Data Analysis, Statistics and Probability · Physics 2018-12-14 Marco Cavaglia , Kai Staats , Teerth Gill

The recent completion of Advanced LIGO suggests that gravitational waves (GWs) may soon be directly observed. Past searches for gravitational-wave transients have been impacted by transient noise artifacts, known as glitches, introduced…

Instrumentation and Methods for Astrophysics · Physics 2016-01-27 Jonah B. Kanner , Tyson B. Littenberg , Neil Cornish , Meg Millhouse , Enia Xhakaj , Francesco Salemi , Marco Drago , Gabriele Vedovato , Sergey Klimenko

In this paper we investigate the impact of transient noise artifacts, or {\it glitches}, on gravitational-wave inference from ground-based interferometer data, and test how modeling and subtracting these glitches affects the inferred…

Nearly a century after Einstein first predicted the existence of gravitational waves, a global network of earth-based gravitational wave observatories is seeking to directly detect this faint radiation using precision laser interferometry.…

Quantum Physics · Physics 2013-10-02 The LIGO Scientific Collaboration

Non-cosmic, non-Gaussian disturbances known as "glitches", show up in gravitational-wave data of the Advanced Laser Interferometer Gravitational-wave Observatory, or aLIGO. In this paper, we propose a deep multi-view convolutional neural…

Machine Learning · Computer Science 2017-05-02 Sara Bahaadini , Neda Rohani , Scott Coughlin , Michael Zevin , Vicky Kalogera , Aggelos K Katsaggelos

The LIGO-Virgo-KAGRA (LVK) network of gravitational-wave (GW) detectors have observed many tens of compact binary mergers to date. Transient, non-Gaussian noise excursions, known as "glitches", can impact signal detection in various ways.…

General Relativity and Quantum Cosmology · Physics 2023-06-27 Neev Shah , Alan M. Knee , Jess McIver , David Stenning

We demonstrate unprecedented accuracy for rapid gravitational-wave parameter estimation with deep learning. Using neural networks as surrogates for Bayesian posterior distributions, we analyze eight gravitational-wave events from the first…

General Relativity and Quantum Cosmology · Physics 2023-05-31 Maximilian Dax , Stephen R. Green , Jonathan Gair , Jakob H. Macke , Alessandra Buonanno , Bernhard Schölkopf

The detection of gravitational waves from compact binary mergers by LIGO has opened the era of gravitational wave astronomy, revealing a previously hidden side of the cosmos. To maximize the reach of the existing LIGO observatory…

Instrumentation and Methods for Astrophysics · Physics 2020-08-26 Rana X Adhikari , Odylio Aguiar , Koji Arai , Bryan Barr , Riccardo Bassiri , Garilynn Billingsley , Ross Birney , David Blair , Joseph Briggs , Aidan F Brooks , Daniel D Brown , Huy-Tuong Cao , Marcio Constancio , Sam Cooper , Thomas Corbitt , Dennis Coyne , Edward Daw , Johannes Eichholz , Martin Fejer , Andreas Freise , Valery Frolov , Slawomir Gras , Anna Green , Hartmut Grote , Eric K Gustafson , Evan D Hall , Giles Hammond , Jan Harms , Gregg Harry , Karen Haughian , Frances Hellman , Jan-Simon Hennig , Margot Hennig , Stefan Hild , Warren Johnson , Brittany Kamai , Disha Kapasi , Kentaro Komori , Mikhail Korobko , Kevin Kuns , Brian Lantz , Sean Leavey , Fabian Magana-Sandoval , Ashot Markosyan , Iain Martin , Rodica Martin , Denis V Martynov , David Mcclelland , Graeme Mcghee , Joseph Mills , Valery Mitrofanov , Manel Molina-Ruiz , Conor Mow-Lowry , Peter Murray , Sebastian Ng , Leonid Prokhorov , Volker Quetschke , Stuart Reid , David Reitze , Jonathan Richardson , Raymond Robie , Isobel Romero-Shaw , Sheila Rowan , Roman Schnabel , Merle Schneewind , Brett Shapiro , David Shoemaker , Bram Slagmolen , Joshua Smith , Jessica Steinlechner , Simon Tait , David Tanner , Calum Torrie , Joris Vanheijningen , Peter Veitch , Gavin Wallace , Peter Wessels , Benno Willke , Christopher Wipf , Hiro Yamamoto , Chunnong Zhao , Lisa Barsotti , Robert Ward , Angus Bell , Robert Byer , Andrew Wade , William Z Korth , Frank Seifert , Nicholas Smith , Dimitry Koptsov , Zeno Tornasi , Aaron Markowitz , Georgia Mansell , Terry Mcrae , Paul Altin , Min J Yap , Marielle Van Veggel , Graeme Eddolls , Edgard Bonilla , Elvis C Ferreira , Allan S Silva , Marcos A Okada , Diego Taira , Daniel Heinert , James Hough , Ken Strain , Alan Cumming , Roger Route , Daniel Shaddock , Matthew Evans , Rainer Weiss

Among all forms of routine human activity, the one which produces the strongest gravity-gradient noise in interferometric gravitational-wave detectors (e.g. LIGO) is the beginning and end of weight transfer from one foot to the other during…

General Relativity and Quantum Cosmology · Physics 2009-12-30 Kip S. Thorne , Carolee J. Winstein

The LIGO experiment aims to detect and study gravitational waves using ground based laser interferometry. A critical factor to the performance of the interferometers, and a major consideration in the design of possible future upgrades, is…

General Relativity and Quantum Cosmology · Physics 2009-11-10 E. J. Daw , J. A. Giaime , D. Lormand , M. Lubinski , J. Zweizig

We show that the Laser Interferometer Gravitational Wave Observatory (LIGO) is a powerful instrument in the Search for Extraterrestrial Intelligence (SETI). LIGO's ability to detect gravitational waves (GWs) from astrophysical sources, such…

Instrumentation and Methods for Astrophysics · Physics 2022-12-27 Luke Sellers , Alexey Bobrick , Gianni Martire , Michael Andrews , Manfred Paulini

In the field of gravitational-wave (GW) interferometers, the most severe limitation to the detection of transient signals from astrophysical sources comes from transient noise artefacts, known as glitches, that happens at a rate around $1$…

Instrumentation and Methods for Astrophysics · Physics 2022-11-11 Melissa Lopez , Vincent Boudart , Stefano Schmidt , Sarah Caudill

The Laser Interferometer Gravitational-Wave Observatory forms part of the international effort to detect and study gravitational waves of astrophysical origin. One of the major obstacles for this project with the first generation detectors…

General Relativity and Quantum Cosmology · Physics 2013-03-21 Duncan M. Macleod , Stephen Fairhurst , Brennan Hughey , Andrew P. Lundgren , Larne Pekowsky , Jameson Rollins , Joshua R. Smith

Transient noise artifacts, or glitches, fundamentally limit the sensitivity of gravitational-wave (GW) interferometers and can mimic true astrophysical signals, particularly the short-duration intermediate-mass black hole (IMBH) mergers.…

Instrumentation and Methods for Astrophysics · Physics 2026-01-29 Suyash Deshmukh , Chayan Chatterjee , Abigail Petulante , Tabata Aira Ferreira , Karan Jani

The first simultaneous operation of the AURIGA detector and the LIGO observatory was an opportunity to explore real data, joint analysis methods between two very different types of gravitational wave detectors: resonant bars and…

General Relativity and Quantum Cosmology · Physics 2012-08-27 AURIGA Collaboration , LIGO Scientific Collaboration , L. Baggio et al

Data from ground-based gravitational-wave detectors contains numerous short-duration instrumental artifacts, called "glitches." The high rate of these artifacts in turn results in a significant fraction of gravitational-wave signals from…

Instrumentation and Methods for Astrophysics · Physics 2022-12-07 D. Davis , T. B. Littenberg , I. M. Romero-Shaw , M. Millhouse , J. McIver , F. Di Renzo , G. Ashton

The Gravitational waves have opened a new window on the Universe and paved the way to a new era of multimessenger observations of cosmic sources. Second-generation ground-based detectors such as Advanced LIGO and Advanced Virgo have been…

General Relativity and Quantum Cosmology · Physics 2023-01-13 M. Razzano , F. Di Renzo , F. Fidecaro , G. Hemming , S. Katsanevas