Gravitational Wave Open Science Center

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) Gravitational radiation from inspiralling compact objects: Spin-spin effects completed at the next-to-leading post-Newtonian order

Gihyuk Cho, Brian Pardo, Rafael A. Porto
arxiv:2103.14612 | INSPIRE

2) Anomaly Detection in Gravitational Waves data using Convolutional AutoEncoders

Filip Morawski, MichaƂ Bejger, Elena Cuoco, et al.
arxiv:2103.07688 | INSPIRE

3) Spin Effects in the Effective Field Theory Approach to Post-Minkowskian Conservative Dynamics

Zhengwen Liu, Rafael A. Porto, Zixin Yang
arxiv:2102.10059 | INSPIRE

4) Search for continuous gravitational waves from ten H.E.S.S. sources using a hidden Markov model

Deeksha Beniwal, Patrick Clearwater, Liam Dunn, et al.
arxiv:2102.06334 | INSPIRE

5) Search for gravitational waves from the coalescence of sub-solar mass and eccentric compact binaries

Alexander H. Nitz, Yi-Fan Wang
arxiv:2102.00868 | INSPIRE

6) ${\tt bajes}$: Bayesian inference of multimessenger astrophysical data, methods and application to gravitational-waves

Matteo Breschi, Rossella Gamba, Sebastiano Bernuzzi
arxiv:2102.00017 | INSPIRE

7) Upper Limits on the Isotropic Gravitational-Wave Background from Advanced LIGO's and Advanced Virgo's Third Observing Run

R. Abbott, T.D. Abbott, S. Abraham, et al.
arxiv:2101.12130 | INSPIRE

8) Constraining gravitational wave amplitude birefringence and Chern-Simons gravity with GWTC-2

Maria Okounkova, Will M. Farr, Maximiliano Isi, et al.
arxiv:2101.11153 | INSPIRE

9) The Issues of Mismodelling Gravitational-Wave Data for Parameter Estimation

O. Edy, A. Lundgren, L.K. Nuttall
arxiv:2101.07743 | INSPIRE

10) When are LIGO/Virgo's Big Black-Hole Mergers?

Maya Fishbach, Zoheyr Doctor, Thomas Callister, et al.
arxiv:2101.07699 | INSPIRE

11) Modeling compact binary signals and instrumental glitches in gravitational wave data

Katerina Chatziioannou, Neil Cornish, Marcella Wijngaarden, et al.
arxiv:2101.01200 | INSPIRE

12) First searches for gravitational waves from r-modes of the Crab pulsar

Binod Rajbhandari, Benjamin J. Owen, Santiago Caride, et al.
arxiv:2101.00714 | INSPIRE

13) Diving below the spin-down limit: Constraints on gravitational waves from the energetic young pulsar PSR J0537-6910

R. Abbott, T.D. Abbott, S. Abraham, et al.
arxiv:2012.12926 | INSPIRE

14) Detection and Parameter Estimation of Gravitational Waves from Binary Neutron-Star Mergers in Real LIGO Data using Deep Learning

Plamen G. Krastev, Kiranjyot Gill, V. Ashley Villar, et al.
arxiv:2012.13101 | INSPIRE

15) The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run

F. Aubin, F. Brighenti, R. Chierici, et al.
arxiv:2012.11512 | INSPIRE

16) SWIGLAL: Python and Octave interfaces to the LALSuite gravitational-wave data analysis libraries

Karl Wette
arxiv:2012.09552 | INSPIRE

17) Applying Cosmological Principle to Better Probe the Redshift Evolution of Binary Black Hole Merger Rate

Vaibhav Tiwari
arxiv:2012.08839 | INSPIRE

18) Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection

E.A. Huerta, Asad Khan, Xiaobo Huang, et al.
arxiv:2012.08545 | INSPIRE

19) Testing the black-hole area law with GW150914

Maximiliano Isi, Will M. Farr, Matthew Giesler, et al.
arxiv:2012.04486 | INSPIRE

20) Deep learning for clustering of continuous gravitational wave candidates II: identification of low-SNR candidates

B. Beheshtipour, M.A. Papa
arxiv:2012.04381 | INSPIRE

View all publications on INSPIRE HEP



Other Projects


Pioneer Academics student projects (2020)

Projects mentored by Eric Myers
Final papers: Vinh Nguyen | Pranjal Gehlot | Harry Yu | Xuanming (Rudy) Zhang | Yash Kothari

Pioneer Academics student projects (2019)

Projects mentored by Eric Myers
Final papers: Langqing Yi | Erim Esref HAKKI | Jiawei Qiu

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

Pioneer Academics student projects (2018)

Projects mentored by Eric Myers
Final papers: Jingyi Zhang | Yue Pan

Pioneer Academics student projects (2017)

Projects mentored by Eric Myers
Final papers: Joalda Morancy | Kriti Verma

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

Pioneer Academics student projects

Projects mentored by Eric Myers
Final papers: Zhehao Lu | Minqi Fu

Art Installation: Void

Emma Wadley
See photo at right

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. Burko
Georgia 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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