Deep learning searches for gravitational wave stochastic backgrounds

Andrei Utina, Francesco Marangio,Filip Morawski,Alberto Iess,Tania Regimbau,Giuseppe Fiameni,Elena Cuoco

2021 International Conference on Content-Based Multimedia Indexing (CBMI)（2021）

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摘要

The background of gravitational waves (GW) has long been studied and remains one of the most exciting aspects in the observation and analysis of gravitational radiation. The paper focuses on the search for the background of gravitational waves using deep neural networks. An astrophysical background due to the presence of many binary black hole coalescences was simulated for Advanced LIGO O3 sensit...

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关键词

Gravitational Wave Backgrounds,Deep Learning,CNN,LSTM,ET,LIGO

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