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) Search for Long-duration Gravitational-wave Signals Associated with Magnetar Giant Flares

Adrian Macquet, Marie-Anne Bizouard, Eric Burns, et al.
arxiv:2105.02086 | INSPIRE

2) A morphology-independent test of the mixed polarization content of gravitational wave signals from compact binary coalescences

Katerina Chatziioannou, Maximiliano Isi, Carl-Johan Haster, et al.
arxiv:2105.01521 | INSPIRE

3) Scalar-tensor mixed polarization search of gravitational waves

Hiroki Takeda, Soichiro Morisaki, Atsushi Nishizawa
arxiv:2105.00253 | INSPIRE

4) The search for continuous gravitational waves from small-ellipticity sources at low frequencies

Vladimir Dergachev, Maria Alessandra Papa
arxiv:2104.09007 | INSPIRE

5) Rapid model comparison of equations of state from gravitational wave observation of binary neutron star coalescences

Shaon Ghosh, Xiaoshu Liu, Jolien Creighton, et al.
arxiv:2104.08681 | INSPIRE

6) TEOBResumS: assessment of consistent next-to-quasicircular corrections and post-adiabatic approximation in multipolar binary black holes waveforms

Gunnar Riemenschneider, Piero Rettegno, Matteo Breschi, et al.
arxiv:2104.07533 | INSPIRE

7) Generalized Approach to Matched Filtering using Neural Networks

Jingkai Yan, Mariam Avagyan, Robert E. Colgan, et al.
arxiv:2104.03961 | INSPIRE

8) Importance of tidal resonances in extreme-mass-ratio inspirals

Priti Gupta, Béatrice Bonga, Alvin J.K. Chua, et al.
arxiv:2104.03422 | INSPIRE

9) Find the Gap: Black Hole Population Analysis with an Astrophysically Motivated Mass Function

Eric J. Baxter, Djuna Croon, Samuel D. Mcdermott, et al.
arxiv:2104.02685 | INSPIRE

10) 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

11) Deep exploration for continuous gravitational waves at 171–172 Hz in LIGO second observing run data

Karl Wette, Liam Dunn, Patrick Clearwater, et al.
arxiv:2103.12976 | INSPIRE

12) Anomaly Detection in Gravitational Waves data using Convolutional AutoEncoders

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

13) Multiscale Entropy Analysis of Gravitational Waves

Mohsen Javaherian, Saeid Mollaei

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

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

15) 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

16) 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

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

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

18) 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

19) LIGO Detector Characterization in the Second and Third Observing Runs

D. Davis, J.S. Areeda, B.K. Berger, et al.
arxiv:2101.11673 | INSPIRE

20) 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

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.