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) Detection of GW200105 with a targeted eccentric search

Khun Sang Phukon, Patricia Schmidt, Gonzalo Morras, et al.

arxiv:2512.10803 | INSPIRE

2) Improved Identification of Strongly Lensed Gravitational Waves with Host Galaxy Locations

Tonghua Liu, Kai Liao

arxiv:2512.10344 | INSPIRE

3) GFH-v2 Pipeline for Searches of Long-Transient Gravitational Waves from Newborn Magnetars

Sandhya Sajith Menon, Lorenzo Pierini, Pia Astone, et al.

arxiv:2512.09878 | INSPIRE

4) Gravitational-wave parameter estimation to the Moon and back: massive binaries and the case of GW231123

Francesco Iacovelli, Jacopo Tissino, Jan Harms, et al.

arxiv:2512.09978 | INSPIRE

5) Searching for binary black hole mergers with deep learning in Advanced LIGO's third observing run

Damon Beveridge, Alistair McLeod, Linqing Wen, et al.

arxiv:2512.04516 | INSPIRE

6) From Source Properties to Strong-Field Tests: a multipronged analysis of GW250114 with an effective one-body model for generic orbits

Koustav Chandra, Rossella Gamba, Danilo Chiaramello

arxiv:2512.04593 | INSPIRE

7) Gravitational Waves from Isocurvature Perturbations of Spectator Scalar Fields

Marcos A.G. Garcia, Sarunas Verner

arxiv:2512.04240 | INSPIRE

8) Characterizing Binary Black Hole Subpopulations in GWTC-4 with Binned Gaussian Processes: On the Origins of the $35M_{\odot}$ Peak

Omkar Sridhar, Anarya Ray, Vicky Kalogera

arxiv:2511.22093 | INSPIRE

9) Black hole binaries in shift-symmetric Einstein-scalar-Gauss-Bonnet gravity experience a slower merger phase

Maxence Corman, Llibert Aresté Saló, Katy Clough

arxiv:2511.19073 | INSPIRE

10) Lost and Found - A gallery of overlooked optical nuclear transients from the ZTF archive

E. Quintin, E. Russeil, M. Llamas Lanza, et al.

arxiv:2511.19016 | INSPIRE

11) A parametrized model for gravitational waves from eccentric, precessing binary black holes: theory-agnostic tests of General Relativity with pTEOBResumS

Danilo Chiaramello, Nicolò Cibrario, Jacob Lange, et al.

arxiv:2511.19593 | INSPIRE

12) Accelerating parameter estimation for parameterized tests of general relativity with gravitational-wave observations

Dhruv Kumar, Ish Gupta, Bangalore Sathyaprakash

arxiv:2511.16879 | INSPIRE

13) CLAWDIA: A dictionary learning framework for gravitational-wave data analysis

Miquel Llorens-Monteagudo, Alejandro Torres-Forné, José A. Font

arxiv:2511.16750 | INSPIRE

14) Teukolsky by Design: A Hybrid Spectral-PINN solver for Kerr Quasinormal Modes

Alexandre M. Pombo, Lorenzo Pizzuti

arxiv:2511.15796 | INSPIRE

15) Denoising gravitational wave with deep learning in the time-frequency domain

Yi-De Lee, Hwei-Jang Yo

arxiv:2511.20731 | INSPIRE

16) Sub-Solar Mass Intermediate Mass Ratio Inspirals: Waveform Systematics and Detection Prospects with Gravitational Waves

Devesh Giri, Bhooshan Gadre

arxiv:2511.13324 | INSPIRE

17) Unveiling gravitational waves from core-collapse supernovae with MUSE

Alessandro Veutro, Irene Di Palma, Marco Drago, et al.

arxiv:2512.04804 | INSPIRE

18) NJL-Chiral Soliton and the Nucleon Equation of State at supra-saturation density: Impact of Chiral Symmetry Restoration

Bikram Keshari Pradhan, Guy Chanfray, Hubert Hansen, et al.

arxiv:2511.11167 | INSPIRE

19) Probing Intrinsic Ellipticity in Neutron Star Binaries

Zhiqiang Miao, Huan Yang

arxiv:2511.08895 | INSPIRE

20) Constraining Black Hole Horizon Properties Through Long-Duration Gravitational Wave Observations

Ikram Hamoudy, Julian Westerweck

arxiv:2511.06536 | 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

Online Course - LIGO: Detecting Gravitational Waves

Created at Sonoma State University by Lynn Cominsky SSU LIGO Courses | 2016 Course

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

For help getting started on a GWOSC data project, or if you have completed work that you would like to share, please contact the GWOSC team.

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