Document List by Topic

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
G2500012-v1	GWSkyNet-Multi II: An updated model for rapidly classifying LVK candidate alerts in O4	Nayyer Raza et al.	Machine Learning Detector Characterization Data Analysis GW source predictions	06 Jan 2025
G2401339-v1	Modeling Gravitational-wave (GW) waveforms based on Machine learning (ML)	Kexuan Wu	Machine Learning	25 Jun 2024
G2401326-v6	UBC/TRIUMF update for GWANW 2024	Jess McIver	Compact Binaries Astrophysics / Multi-messenger Data quality / vetoes Data analysis software Detector Characterization Data Analysis Detector Continuous Wave Core Optics Calibration Computing/archiving Machine Learning	25 Jun 2024
P2300288-v3	Rapid neutron star equation of state inference with Normalising Flows	Jordan McGinn et al.	Astrophysics / Multi-messenger Compact Binaries Machine Learning	18 Apr 2024
T2300288-v1	Implementing Nonlinear Control in a Classical Experiment to Reduce Measurement Noise	Andrei Diaconu et al.	State Control and Monitoring Machine Learning	03 Apr 2024
T2300219-v1	Identifying Correlations in Precessing Gravitational-Wave Signals with Machine Learning	Karen Kang et al.	Machine Learning Compact Binaries Data Analysis	03 Jan 2024
T2300147-v2	LIGO Seismic State Characterization using Machine Learning Techniques	Isaac Kelly et al.	State Control and Monitoring Machine Learning	30 Oct 2023
G2301235-v2	O-LIGO Update for GWANW 2023	Benjamin Farr et al.	Astrophysics / Multi-messenger Compact Binaries Data analysis software Detector Characterization Machine Learning	28 Jun 2023
G2301233-v2	UBC/TRIUMF update for GWANW	Jess McIver	Detector Continuous Wave Calibration Machine Learning Compact Binaries Astrophysics / Multi-messenger Data analysis software Meeting Detector Characterization Data Analysis	27 Jun 2023
T2200196-v1	Developing Deep Learning Solutions for Lock Acquisition	Peter Ma et al.	Machine Learning Sensing and Control Commissioning	10 Mar 2023
T2200207-v3	Identifying Witnesses to LIGO Glitches Using Auxiliary Channels	Luis Bariuan et al.	Machine Learning	20 Sep 2022
T2000181-v3	Nonlinear Regression of Technical Noise in LIGO with Machine Learning	Rana Adhikari et al.	Detector Characterization Machine Learning Basic R&D	25 Oct 2021
T2000390-v4	Machine Learning Applications in Gravitational Wave Detection to Reduce Noise	Nadezhda Dimitrova et al.	Machine Learning Detector Characterization Data Analysis Data quality / vetoes	02 Dec 2020
G1901483-v6	Source-classification and source-properties computation in low-latency	Shaon Ghosh	GW source predictions Astrophysics / Multi-messenger Compact Binaries Machine Learning	15 Aug 2019
T1800282-v1	Utilizing Machine Learning to Improve Searches for LIGO Sources	Sarah McCarthy et al.	Detector Characterization Compact Binaries Machine Learning	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.	Computing/archiving Machine Learning Compact Binaries Data analysis software GW source predictions	26 Feb 2019

Number of documents found: 17

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