scholarly journals Discovering features in gravitational-wave data through detector characterization, citizen science and machine learning

2021 ◽  
Author(s):  
Siddharth Soni ◽  
Christopher Berry ◽  
Scott Coughlin ◽  
Mahboobeh Harandi ◽  
Corey Jackson ◽  
...  
Keyword(s):  
Machine Learning ◽  
Gravitational Wave ◽  
Citizen Science ◽  
Wave Data ◽  
Detector Characterization

scholarly journals Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science

2017 ◽  
Vol 34 (6) ◽  
pp. 064003 ◽  
Author(s):  
M Zevin ◽  
S Coughlin ◽  
S Bahaadini ◽  
E Besler ◽  
N Rohani ◽  
...  
Keyword(s):  
Machine Learning ◽  
Citizen Science ◽  
Detector Characterization

scholarly journals Application of machine learning algorithms to the study of noise artifacts in gravitational-wave data

2013 ◽  
Vol 88 (6) ◽  
Author(s):  
Rahul Biswas ◽  
Lindy Blackburn ◽  
Junwei Cao ◽  
Reed Essick ◽  
Kari Alison Hodge ◽  
...  
Keyword(s):  
Machine Learning ◽  
Gravitational Wave ◽  
Learning Algorithms ◽  
Machine Learning Algorithms ◽  
Wave Data

scholarly journals Optimization of model independent gravitational wave search for binary black hole mergers using machine learning

2021 ◽  
Vol 104 (2) ◽  
Author(s):  
T. Mishra ◽  
B. O’Brien ◽  
V. Gayathri ◽  
M. Szczepańczyk ◽  
S. Bhaumik ◽  
...  
Keyword(s):  
Machine Learning ◽  
Black Hole ◽  
Gravitational Wave ◽  
Binary Black Hole ◽  
Model Independent

scholarly journals Noise reduction in gravitational-wave data via deep learning

2020 ◽  
Vol 2 (3) ◽  
Author(s):  
Rich Ormiston ◽  
Tri Nguyen ◽  
Michael Coughlin ◽  
Rana X. Adhikari ◽  
Erik Katsavounidis
Keyword(s):  
Deep Learning ◽  
Gravitational Wave ◽  
Noise Reduction ◽  
Wave Data

scholarly journals Improving the sensitivity of a search for coalescing binary black holes with nonprecessing spins in gravitational wave data

2014 ◽  
Vol 89 (2) ◽  
Author(s):  
Stephen Privitera ◽  
Satyanarayan R. P. Mohapatra ◽  
Parameswaran Ajith ◽  
Kipp Cannon ◽  
Nickolas Fotopoulos ◽  
...  
Keyword(s):  
Black Holes ◽  
Gravitational Wave ◽  
Binary Black Holes ◽  
Wave Data

scholarly journals Maximum Entropy for Gravitational Wave Data Analysis: Inferring the Physical Parameters of Core‐Collapse Supernovae

2008 ◽  
Vol 678 (2) ◽  
pp. 1142-1157 ◽  
Author(s):  
T. Z. Summerscales ◽  
Adam Burrows ◽  
Lee Samuel Finn ◽  
Christian D. Ott
Keyword(s):  
Data Analysis ◽  
Gravitational Wave ◽  
Maximum Entropy ◽  
Physical Parameters ◽  
Core Collapse ◽  
Wave Data

scholarly journals Resampled random processes in gravitational-wave data analysis

2001 ◽  
Vol 63 (10) ◽  
Author(s):  
A. Królak ◽  
Massimo Tinto
Keyword(s):  
Data Analysis ◽  
Gravitational Wave ◽  
Random Processes ◽  
Wave Data
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