Deep learning ensemble for real-time gravitational wave detection of spinning binary black hole mergers

We introduce the use of deep learning ensembles for real-time, gravitational wave detection of spinning binary black hole mergers. This analysis consists of training independent neural networks that simultaneously process strain data from multiple detectors. The output of these networks is then comb...

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Bibliographic Details
Main Authors: Wei Wei, Asad Khan, E.A. Huerta, Xiaobo Huang, Minyang Tian
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Physics Letters B
Online Access:http://www.sciencedirect.com/science/article/pii/S0370269320308327