A novel multi-layer modular approach for real-time fuzzy-identification of gravitational-wave signals

Advanced LIGO and Advanced Virgo ground-based interferometers are instruments capable to detect gravitational wave (GW) signals exploiting advanced laser interferometry techniques. The underlying data analysis task consists in identifying specific patterns in noisy timeseries, but it is made extreme...

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Principais autores:	Francesco Pio Barone, Daniele Dell’Aquila, Marco Russo
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	IOP Publishing 2023-01-01
סדרה:	Machine Learning: Science and Technology
נושאים:	gravitational-wave science analysis of noisy timeseries fuzzy-classification of signals speech-processing genetic programming artificial neural networks
גישה מקוונת:	https://doi.org/10.1088/2632-2153/ad1200
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