676 citations · 5.7k across the 191 of their papers we have counts for
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MADGRAV: a multilevel anomaly-detection pipeline for gravitational-wave searches applied to LIGO data
Gianluca Inguglia, Huw Haigh, Ulyana Dupletsa +1
We present the results of \textbf{MADGRAV}, a deep-learning-based search for high-mass compact binary coalescences, applied to the data collected by the LIGO interferometers during…
Towards an anomaly detection pipeline for gravitational waves at the Einstein Telescope
Gianluca Inguglia, Huw Haigh, Kristyna Vitulova +1
We present the implementation of an anomaly-detection algorithm based on a deep convolutional autoencoder for the search for gravitational waves (GWs) in time-frequency spectrogram…
The Science of the Einstein Telescope
Adrian Abac, Raul Abramo, Simone Albanesi +485
Einstein Telescope (ET) is the European project for a gravitational-wave (GW) observatory of third-generation. In this paper we present a comprehensive discussion of its science ob…