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) Impact of eccentricity on the population properties of neutron star - black hole mergers

Gonzalo Morras, Geraint Pratten, Patricia Schmidt

arxiv:2603.22461 | INSPIRE

2) Modeling the merger-ringdown of an eccentric test-mass inspiral into a Kerr black hole using the effective-one-body framework

Guglielmo Faggioli, Alessandra Buonanno, Maarten van de Meent, et al.

arxiv:2603.19913 | INSPIRE

3) GWTC-4.0: Tests of General Relativity. III. Tests of the Remnants

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

arxiv:2603.19021 | INSPIRE

4) GWTC-4.0: Tests of General Relativity. I. Overview and General Tests

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

arxiv:2603.19019 | INSPIRE

5) GWTC-4.0: Tests of General Relativity. II. Parameterized Tests

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

arxiv:2603.19020 | INSPIRE

6) On the Astrophysical Origin of Binary Black Hole Subpopulations: A Tale of Three Channels?

Anarya Ray, Shirsha Mukherjee, Michael Zevin, et al.

arxiv:2603.17987 | INSPIRE

7) Direct Waves in Black-Hole Binary Mergers: Insights from the Backwards One Body Model

Anuj Kankani, Sean T. McWilliams

arxiv:2603.15474 | INSPIRE

8) Impact of numerical-relativity waveform calibration on parametrized post-Einsteinian tests

Simone Mezzasoma, Carl-Johan Haster, Nicolás Yunes

arxiv:2603.15765 | INSPIRE

9) All-sky Searches for Continuous Gravitational Waves from Isolated Neutron Stars in the Data from the First Part of the Fourth LIGO-Virgo-KAGRA Observing Run

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

arxiv:2603.14168 | INSPIRE

10) Dual Cutler-Vallisneri Corrections: Mitigating PSD Drift in Zero-Latency Gravitational-Wave Searches

James Kennington

arxiv:2603.09132 | INSPIRE

11) Extreme mass ratio head-on collisions of black holes in Einstein-scalar-Gauss-Bonnet theory

Antonia M. Frassino, David C. Lopes, Jorge V. Rocha

arxiv:2603.08839 | INSPIRE

12) Spectral sirens cosmology from binary black holes populations with sharper mass features

Tom Bertheas, Vasco Gennari, Danièle Steer, et al.

arxiv:2603.06792 | INSPIRE

13) Search for continuous gravitational waves from neutron stars in five globular clusters in the first part of the fourth LIGO-Virgo-KAGRA observing run

Damon H.T. Cheung, Keith Riles, Rafel Amengual, et al.

arxiv:2603.04792 | INSPIRE

14) Advancing the Effective-One-Body Framework in the Test-Mass Limit

Nami Nishimura, Alessandra Buonanno, Guglielmo Faggioli, et al.

arxiv:2603.05601 | INSPIRE

15) Relativistic Tidal Dissipation and the Gravitational-wave Signal of a White Dwarf Orbiting an Intermediate-Mass Black Hole

Yang Yang, Leif Lui, Alejandro Torres-Orjuela, et al.

arxiv:2602.22688 | INSPIRE

16) Beyond Gaussian Assumptions: A new robust statistical framework for gravitational-wave data analysis

Argyro Sasli, Minas Karamanis, Nikolaos Karnesis, et al.

arxiv:2602.22074 | INSPIRE

17) Pulsar Discoveries from the TRAPUM UHF Survey of Fermi-LAT Sources

Tinn Thongmeearkom, Colin J. Clark, Rene P. Breton, et al.

arxiv:2602.20811 | INSPIRE

18) GW-FALCON: A Novel Feature-Driven Deep Learning Approach for Early Warning Alerts of BNS and NSBH Inspirals in Next-Generation GW Observatories

Grigorios Papigkiotis, Georgios Vardakas, Nikolaos Stergioulas

arxiv:2602.15073 | INSPIRE

19) Dark matter distributions around extreme mass ratio inspirals: effects of radial pressure and relativistic treatment

Yang Zhao, Yungui Gong

arxiv:2602.12022 | INSPIRE

20) Measurement prospects for the pair-instability mass cutoff with gravitational waves

Matthew Mould, Jack Heinzel, Sofia Alvarez-Lopez, et al.

arxiv:2602.11282 | 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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