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.

1) Sky localization of GW170104 and reconstruction of the gravitational-wave polarization modes

Osvaldo M. Moreschi

arxiv:2504.00198 | INSPIRE

2) Localization of GW190521 and reconstruction of the spin-2 gravitational-wave polarization modes

Osvaldo M. Moreschi

arxiv:2504.00207 | INSPIRE

3) Generalized parameter-space metrics for continuous gravitational-wave searches

P.B. Covas, R. Prix

arxiv:2503.22504 | INSPIRE

4) Improving the Detection of Gravitational-Wave Signals in Real Time

Arthur Tolley

arxiv:2503.21417 | INSPIRE

5) Modeling matter(s) in SEOBNRv5THM: Generating fast and accurate effective-one-body waveforms for spin-aligned binary neutron stars

Marcus Haberland, Alessandra Buonanno, Jan Steinhoff

arxiv:2503.18934 | INSPIRE

6) Orbital eccentricity in a neutron star - black hole binary

Gonzalo Morras, Geraint Pratten, Patricia Schmidt

arxiv:2503.15393 | INSPIRE

7) Search for continuous gravitational waves from neutron stars in five globular clusters with a phase-tracking hidden Markov model in the third LIGO observing run

L. Dunn, A. Melatos, P. Clearwater, et al.

arxiv:2503.15773 | INSPIRE

8) Gravitational-wave Extraction using Independent Component Analysis

Rika Shimomura, Yuuichi Tabe, Hisaaki Shinkai

arxiv:2503.14179 | INSPIRE

9) Time-domain phenomenological multipolar waveforms for aligned-spin binary black holes in elliptical orbits

Maria de Lluc Planas, Antoni Ramos-Buades, Cecilio García-Quirós, et al.

arxiv:2503.13062 | INSPIRE

10) Further constraining the neutron star-black hole merger rate

Ian Harry, Charlie Hoy

arxiv:2503.09773 | INSPIRE

11) Results from an Einstein@Home search for continuous gravitational waves from Cassiopeia A and Vela Jr. using LIGO O2 data

Jorge Morales, Jing Ming, Maria Alessandra Papa, et al.

arxiv:2503.09731 | INSPIRE

12) Echoes of Self-Interacting Dark Matter from Binary Black Hole Mergers

Amitayus Banik, Jeong Han Kim, Jun Seung Pi, et al.

arxiv:2503.08787 | INSPIRE

13) A directed continuous-wave search from Scorpius X-1 with the five-vector resampling technique

Francesco Amicucci, Paola Leaci, Pia Astone, et al.

arxiv:2503.07863 | INSPIRE

14) Impact of eccentricity and mean anomaly in numerical relativity mergers

Peter James Nee, Aldo Gamboa, Harald P. Pfeiffer, et al.

arxiv:2503.05422 | INSPIRE

15) Constraining dark-sector effects using gravitational waves from compact binary inspirals

Caroline B. Owen, Alexandria Tucker, Yonatan Kahn, et al.

arxiv:2503.04916 | INSPIRE

16) New gravitational waveform model for precessing binary neutron stars with double-spin effects

Marta Colleoni, Felip A. Ramis Vidal, Nathan K. Johnson-McDaniel, et al.

INSPIRE

17) Fast and Precise Spectral Analysis for Dark Matter Searches with LIGO

Alexandre Göttel, Vivien Raymond

arxiv:2503.03293 | INSPIRE

18) Spherical black hole perturbations in EFT of scalar-tensor gravity with timelike scalar profile

Shinji Mukohyama, Kazufumi Takahashi, Keitaro Tomikawa, et al.

arxiv:2503.00520 | INSPIRE

19) Searching for additional structure and redshift evolution in the observed binary black hole population with a parametric time-dependent mass distribution

Vasco Gennari, Simone Mastrogiovanni, Nicola Tamanini, et al.

arxiv:2502.20445 | INSPIRE

20) Unified $\chi^2$ discriminators for gravitational wave searches from compact coalescing binaries

Sanjeev Dhurandhar

arxiv:2502.18051 | INSPIRE

Other Projects

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

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