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

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

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

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

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

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

4) 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

5) 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

6) 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

7) Updated universal relations for tidal deformabilities of neutron stars from phenomenological equations of state

Daniel A. Godzieba, Rossella Gamba, David Radice, et al.
arxiv:2012.12151 | INSPIRE

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

F. Aubin, F. Brighenti, R. Chierici, et al.

9) Searches for Compact Binary Coalescence Events using Neural Networks in LIGO/Virgo Second Observation Period

A. Menéndez-Vázquez, M. Kolstein, M. Martínez, et al.
arxiv:2012.10702 | INSPIRE

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

Karl Wette
arxiv:2012.09552 | INSPIRE

11) 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

12) Time-frequency track distance for comparing continuous gravitational wave signals

Rodrigo Tenorio, David Keitel, Alicia M. Sintes
arxiv:2012.05752 | INSPIRE

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

Banafsheh Beheshtipour, Maria Alessandra Papa
arxiv:2012.04381 | INSPIRE

14) Testing the black-hole area law with GW150914

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

15) Deep Learning with Quantized Neural Networks for Gravitational Wave Forecasting of Eccentric Compact Binary Coalescence

Wei Wei, E.A. Huerta, Mengshen Yun, et al.
arxiv:2012.03963 | INSPIRE

16) Addendum to “Numerical relativity injection analysis of signals from generically spinning intermediate mass black hole binaries in Advanced LIGO data”

Koustav Chandra, V. Gayathri, Juan Calderón Bustillo, et al.

17) Probing the Black Hole Metric. I. Black Hole Shadows and Binary Black-Hole Inspirals

Dimitrios Psaltis, Colm Talbot, Ethan Payne, et al.
arxiv:2012.02117 | 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.

Please remember to cite or acknowledge GWOSC if using any products from this web site.