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) AthenaK simulations of the binary black hole merger GW150914
David Radice, Rossella Gamba, Hengrui Zhu, et al.
2) First eccentric inspiral-merger-ringdown analysis of neutron star-black hole mergers
Maria de Lluc Planas, Sascha Husa, Antoni Ramos-Buades, et al.
3) Excess of substructure due to primordial black holes
Patricio Colazo, Nelson Padilla, Federico Stasyszyn
4) A machine learning-enabled search for binary black hole mergers in LIGO-Virgo-KAGRAs third observing run
Ethan Marx, William Benoit, Trevor Blodgett, et al.
5) A Falsifiable Alternative to General Relativity
Daniel Coumbe, Aria Rahmaty
6) A Hubble constant estimation with dark standard sirens and galaxy cluster catalogues
Freija Beirnaert, Gergely Dálya, Archisman Ghosh
7) Measuring spin precession from massive black hole binaries with gravitational waves: insights from time-domain signal morphology
Simona J. Miller, Maximiliano Isi, Katerina Chatziioannou, et al.
8) Searching for Precessing Black Hole Binaries in Gravitational-wave Data
Stefano Schmidt
9) Scalar-Induced Gravitational Waves in Palatini $f(R)$ Gravity
Samuel Sánchez López, José Jaime Terente Díaz
10) Sequentially Learning Gravity
Uddipta Bhardwaj
11) Narrowing RIFT: Focused simulation-based-inference for interpreting exceptional GW sources
Katelyn J. Wagner, R. O'Shaughnessy, A. Yelikar, et al.
12) Kination-like Era Driven by the Effective Inflaton/Higgs Potential
Anish Ghoshal, Nobuchika Okada, Arnab Paul
13) Assessment of normalizing flows for parameter estimation on time-frequency representations of gravitational-wave data
Daniel Lanchares, Osvaldo G. Freitas, Joaquín González-Nuevo, et al.
14) Axion Dark Matter Archaeology with Primordial Gravitational Waves
Andrew Cheek, Anish Ghoshal, Debarun Paul
15) ECO signatures from the Weyl-induced gravitational waveform injection
Abraão J.S. Capistrano, Newton M.S. Chávez, Víctor A.M. León
16) Gravitational Waves from Neutron Stars: Detection Prospects and Inferences for Two Distinct Types of Remnants
José A. Font
17) Joint inference for gravitational wave signals and glitches using a data-informed glitch model
Ann-Kristin Malz, John Veitch
18) Dynamical von Zeipel-Lidov-Kozai Oscillations of a Binary on a Spherical Orbit around a Rotating Supermassive Black Hole
Kei-ichi Maeda, Hirotada Okawa
19) Gravitational waves from eccentric binary neutron star mergers: Systematic biases induced by quasi-circular templates
Giulia Huez, Sebastiano Bernuzzi, Matteo Breschi, et al.
20) On Validating Angular Power Spectral Models for the Stochastic Gravitational-Wave Background Without Distributional Assumptions
Xiangyu Zhang, Erik Floden, Hongru Zhao, et al.
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
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
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
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.