465 citations · 1.8k across the 38 of their papers we have counts for
5 papers · 1 filter
MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge
Marlin B. Schäfer, Ondřej Zelenka, Alexander H. Nitz +20
We present the results of the first Machine Learning Gravitational-Wave Search Mock Data Challenge (MLGWSC-1). For this challenge, participating groups had to identify gravitationa…
Driving unmodelled gravitational-wave transient searches using astrophysical information
P. Bacon, Gayathri V., E. Chassande-Mottin +3
Transient gravitational-wave searches can be divided into two main families of approaches: modelled and unmodelled searches, based on matched filtering techniques and time-frequenc…
Enhancing the significance of gravitational wave bursts through signal classification
S. Vinciguerra, M. Drago, G. A. Prodi +7
The quest to observe gravitational waves challenges our ability to discriminate signals from detector noise. This issue is especially relevant for transient gravitational waves sea…
Leveraging waveform complexity for confident detection of gravitational waves
Jonah B. Kanner, Tyson B. Littenberg, Neil Cornish +6
The recent completion of Advanced LIGO suggests that gravitational waves (GWs) may soon be directly observed. Past searches for gravitational-wave transients have been impacted by…
Localization of gravitational wave sources with networks of advanced detectors
S. Klimenko, G. Vedovato, M. Drago +7
Coincident observations with gravitational wave (GW) detectors and other astronomical instruments are in the focus of the experiments with the network of LIGO, Virgo and GEO detect…