Towards an anomaly detection pipeline for gravitational waves at the Einstein telescope

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 spectrograms. Our method targets short-duration ( ≲ 2 s) GW signals, exemplified by mergers of compact objects forming or involving...

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Autori principali:	Gianluca Inguglia, Huw Haigh, Kristyna Vitulova, Ulyana Dupletsa
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	Elsevier 2026-03-01
Serie:	Physics Letters B
Soggetti:	Anomaly detection Autoencoders Intermediate-mass black holes Gravitational waves Bursts Einstein telescope
Accesso online:	http://www.sciencedirect.com/science/article/pii/S0370269326001267
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