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These documents on
Machine Learning
(subtopic of
Data Analysis
) are available:
(List
events
on Machine Learning)
LIGO-Number
Title
Author(s)
Topic(s)
Last Updated
T2000181-v3
Nonlinear Regression of Technical Noise in LIGO with Machine Learning
Rana Adhikari
et al.
Machine Learning
Detector Characterization
Basic R&D
25 Oct 2021
T2000390-v4
Machine Learning Applications in Gravitational Wave Detection to Reduce Noise
Nadezhda Dimitrova
et al.
Data Analysis
Machine Learning
Detector Characterization
Data quality / vetoes
02 Dec 2020
G1901483-v6
Source-classification and source-properties computation in low-latency
Shaon Ghosh
Compact Binaries
Machine Learning
Astrophysics / Multi-messenger
GW source predictions
15 Aug 2019
T1800282-v1
Utilizing Machine Learning to Improve Searches for LIGO Sources
Sarah McCarthy
et al.
Compact Binaries
Machine Learning
Detector Characterization
30 Mar 2019
T1800288-v4
Sub-Classification of Blip Glitches Using Q-Transforms and Convolutional Neural Networks with GravitySpy
Melissa Kohl
et al.
Machine Learning
Detector Characterization
Data analysis software
Data quality / vetoes
30 Mar 2019
L1900080-v1
GW Cloud: Executive Summary
Paul Lasky
et al.
Compact Binaries
Machine Learning
GW source predictions
Data analysis software
Computing/archiving
26 Feb 2019
Number of documents found: 6
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