Space-based gravitational wave signal detection and extraction with deep neural network

Abstract Space-based gravitational wave (GW) detectors will be able to observe signals from sources that are otherwise nearly impossible from current ground-based detection. Consequently, the well established signal detection method, matched filtering, will require a complex template bank, leading t...

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Bibliographic Details
Main Authors: Tianyu Zhao, Ruoxi Lyu, He Wang, Zhoujian Cao, Zhixiang Ren
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-023-01334-6