Projects with GWOSC data

Some examples of projects using GWOSC data are shown on this page.

Listing a project here does not imply endorsement by LIGO Laboratory, the LIGO Scientific Collaboration or the Virgo Collaboration.

If you have completed a project with GWOSC data, please let us know!

Student Ashley Disbrow presents her work at the 2014 American Astronomical Society meeting in Washington, DC.

Student Emma Wadley created the installation art, titled Void (2016), shown above. Her artist statement includes this description: "I have used black paper to represent fear through the colour associated with death, shadows and the deepest nights ... The addition of light creates an eerie iridescence and the soundscape aims to unnerve and intrigue through otherworldly noise of Gravitational waves and the Mariana Trench."

Scientific Publications

Below are the most recent publications citing GWOSC, based on a query to INSPIRE HEP.

1) Ab Initio Real-Time Gravitational-Wave Parameter Estimation

David Yallup, Metha Prathaban, James Alvey, et al.

arxiv:2607.28265 | INSPIRE

2) Search for gravitational waves associated with high-energy neutrinos detected by IceCube during the third observing run of LIGO-Virgo

Matthias Vereecken, Matteo Pracchia, Kara Merfeld, et al.

arxiv:2607.28539 | INSPIRE

3) A Lightweight Foundation Model for Collider Physics with Multi-Domain Adaptation

Liangyu Wu, Qibin Liu, Alexander Yue, et al.

arxiv:2607.27501 | INSPIRE

4) GSpyNetTree-O4: an event validation tool used in the fourth LIGO-Virgo-KAGRA observing run

Sofia Alvarez-Lopez, Man Leong Chan, Franz S. Herbst, et al.

arxiv:2607.25208 | INSPIRE

5) Fixing IR tail of gravitational waves from domain walls

Ivan Dankovsky, Dmitry Gorbunov

arxiv:2607.25073 | INSPIRE

6) Parameter Estimation on LIGO-Virgo-KAGRA O4a Binary Merger Triggers with Sub-solar Mass Components

Nelson Christensen, Neil Cornish, Florian Kühnel, et al.

arxiv:2607.23119 | INSPIRE

7) Classifying the nuclear equation of state in LVK interferometric noise through core-collapse supernova gravitational-wave signatures using convolutional neural networks

Alejandro Casallas-Lagos, Marek J. Szczepańczyk, Michele Zanolin, et al.

arxiv:2607.21924 | INSPIRE

8) Charting the Galactic Underworld I: Comprehensive simulations of the kinematics, rates, and demographics of Milky Way black holes

Tom Wagg, Katelyn Breivik, Adrian M. Price-Whelan, et al.

arxiv:2607.22814 | INSPIRE

9) Calibration of the AdvancedVirgo+ Gravitational Wave Detector and Reconstruction of the Detector Strain h(t) during the Observing Run O4

F. Acernese, A. Agapito, D. Agarwal, et al.

arxiv:2607.19273 | INSPIRE

10) An Unsupervised Search for Novel Instrumental Glitches in LIGO O4a: Multi-Scale Sensitization, Empirical Physical Vetoes, and Rate Upper Limits

Luca Cirfeta

arxiv:2607.18136 | INSPIRE

11) Search for Planetary-mass Black Holes with an Improved Viterbi Algorithm

Raul Rodriguez, George Alestas, Sachiko Kuroyanagi, et al.

arxiv:2607.18352 | INSPIRE

12) The impact of physically motivated calibration errors on search pipeline detection parameters for broadband burst Signals

Milan Wils, Brad Ratto, Jeffrey S. Kissel, et al.

arxiv:2607.17439 | INSPIRE

13) Impact of eccentricity and higher-modes on neutron star-black hole parameter estimation

Snehal Tibrewal, Aasim Jan, Aaron Zimmerman, et al.

arxiv:2607.16135 | INSPIRE

14) Coupled by Design: Computing Kerr-Newman Quasinormal Modes with a Hybrid SpectralPINN Solver

Alexandre M. Pombo

arxiv:2607.14216 | INSPIRE

15) No persuasive evidence yet of gravitational-wave tails from perturbers along the line of sight in LVK observations

Kuba Kopczuk, Ethan Blake, Matthew F. Carney, et al.

arxiv:2607.12043 | INSPIRE

16) On correlated noise in the LIGO-Virgo network: a test of the stochastic gravitational-wave background hypothesis

S.C. Ulhoa, B.C.C. Carneiro, F.L. Carneiro, et al.

arxiv:2607.10816 | INSPIRE

17) Horizon-redshift transfer in black-hole direct-wave damping

Wen-Biao Han, Ye Jiang

arxiv:2607.08570 | INSPIRE

18) Search for strong lensing of gravitational waves in the binary black hole events from O1-O4a

Ankur Barsode, Koustav N. Maity, Parameswaran Ajith

arxiv:2607.08466 | INSPIRE

19) Sub-Torque-Balance Upper Limits on Continuous Gravitational Waves from Scorpius X-1

A.G. Abac, I. Abouelfettouh, F. Acernese, et al.

arxiv:2607.07765 | INSPIRE

20) A stepping stone toward detecting gravitational wave memory: a cumulative analysis with the full $(\ell=2, m=0)$ spherical harmonic using events from GWTC-4.0 and GWTC-5.0

Maria Rosselló-Sastre, Sascha Husa, Yumeng Xu, et al.

arxiv:2607.04909 | INSPIRE

Other Projects

GWeasy: Surfing Spacetime’s Waves

Software tools for GW data by Shantanusinh Parmar

GWeasy Home Page

Student projects at SUNY New Paltz (Starting in 2021)

Student projects mentored by Eric Myers

Final papers: Spy Hill Research

Pioneer Academics student projects (2015-2021)

Student projects mentored by Eric Myers

Final Papers: Spy Hill Research

Effect of Low Frequency Noise in Detection of Gravitational Waves

Baisakhi Mitra

Report on github

Gravitational Wave Events (iPhone App)

Peter Kramer

Available from Apple

Evidence for Small-Strain Burst Sources Proliferating in Enhanced-LIGO Time Series Data

Stanley W. Wong and Baokun Gu Report on Google Docs

Calculating detection ranges for binary black holes

Bassel Heiba Code on github

GW150914 Kaggle Projects

Created by Elena Cuoco GW150914 data in Kaggle

Art Installation: Void

Emma Wadley See photo above

Modified LIGO data analysis notebook

Valentin Baillard Azure | mybinder | github

Physics From Planet Earth homework problems

Joe Amato and Enrique (Kiko) Galvez See Gravitational Radiation 2 and Gravitational Radiation 3

Non-Gaussian noise and data analysis of laser interferometric gravitational wave detectors

Takahiro Yamamoto, Ph.D. Thesis See JGW-P1605355

Gravitational Wave Detection in the Introductory Lab

Lior M. BurkoGeorgia Gwinnett College, See arxiv:1602.04666

Pioneer Academics student projects

Projects mentored by Eric Myers Final papers: Jinghong Liang | William Li

Searching for Compact Binaries in LIGO Data

Shannon Wang Date Completed: September 2014 Report: Paper

Recovering S5 Burst Injections

Alexander Cole Date Completed: May 2014 Presentation: Paper | Slides

S5 Data Time Dependence of Duty Cycles and Spacetime Detection Volumes

Gary LaMotte Date Completed: April 2014 Presentation: Slides

Recovering Hardware Injections in LIGO S5 Data

Ashley Disbrow Date Completed: September 2013 Presentations: Poster | Slides


Share your own GWOSC data project

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