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) Las Cumbres Observatory Gravitational-Wave Follow-up in O3 and O4: Strengths and Weaknesses of a Rapid Response Galaxy Targeted Strategy
Ido Keinan, Iair Arcavi, D. Andrew Howell, et al.
2) Basilic: An end-to-end pipeline for Bayesian burst inference and model classification in gravitational-wave data
Iuliu Cuceu, Marie Anne Bizouard
3) Investigating the effect of sensitivity of KAGRA on sky localization of gravitational-wave sources from compact binary coalescences
Alvin K.Y. Li, Peony K.K. Lai, Elwin K.Y. Li, et al.
4) Could the high-mass black holes from gravitational-wave observations be explained by lensing?
Ritesh Harshe, R. Prasad, Parameswaran Ajith
5) Emergent structure in the binary black hole mass distribution and implications for population-based cosmology
Vasco Gennari, Tom Bertheas, Nicola Tamanini
6) Fast neural network surrogate for multimodal effective-one-body gravitational waveforms from generically precessing compact binaries
Christopher Whittall, Geraint Pratten
7) labrador: A domain-optimized machine-learning tool for gravitational wave inference
Javier Roulet, Marco Crisostomi, Lucy M. Thomas, et al.
8) Coalescing Compact Binary Parameter Estimation with Gravitational Waves in the Presence of non-Gaussian Transient Noise
Yannick Lecoeuche, Jess McIver, Alan M. Knee, et al.
9) Love numbers of black holes and compact objects
María J. Rodríguez, Luca Santoni, Adam R. Solomon
10) Second-Generation Mass Peak in the Gravitational-Wave Population as a Probe of Globular Clusters
Yonadav Barry Ginat, Fabio Antonini, Beth Flanagan, et al.
11) Remnant recoil and host environments of GWTC-4.0 binary black-hole mergers
Joan Llobera-Querol, Eleanor Hamilton, Neha Singh, et al.
12) Gravitational Waves from Matter Perturbations of Spectator Scalar Fields
Marcos A.G. Garcia, Angel Garcia-Vega, Sarunas Verner
13) Axial gravitational perturbations and echo-like signals of a hairy black hole from gravitational decoupling
Yi Yang, Ali Ovgun, Gaetano Lambiase, et al.
14) Mitigation of Incoherent Spectral Lines via Adaptive Coherence Analysis for Continuous Gravitational-Wave Searches
Ye Zhou, Karl Wette
15) Eccentricity constraints disfavor single-single capture in nuclear star clusters as the origin of all LIGO-Virgo-KAGRA binary black holes
Nihar Gupte, M. Coleman Miller, Rhiannon Udall, et al.
16) Searches for Continuous Gravitational Waves from Supernova Remnants in the first part of the LIGO-Virgo-KAGRA Fourth Observing run
A.G. Abac, I. Abouelfettouh, F. Acernese, et al.
17) Narrowband searches for continuous gravitational waves from known pulsars in the first two parts of the fourth LIGO--Virgo--KAGRA observing run
A.G. Abac, I. Abouelfettouh, F. Acernese, et al.
18) Impact of eccentricity on the population properties of neutron star - black hole mergers
Gonzalo Morras, Geraint Pratten, Patricia Schmidt
19) Modeling the merger-ringdown of an eccentric test-mass inspiral into a Kerr black hole using the effective-one-body framework
Guglielmo Faggioli, Alessandra Buonanno, Maarten van de Meent, et al.
20) GWTC-4.0: Tests of General Relativity. III. Tests of the Remnants
A.G. Abac, I. Abouelfettouh, F. Acernese, et al.
Other Projects
GWeasy: Surfing Spacetime’s Waves
Software tools for GW data by Shantanusinh Parmar
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
Gravitational Wave Events (iPhone App)
Peter Kramer
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
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.
Please remember to cite or acknowledge GWOSC if using any products from this web site.