Gravitational wave signal recognition and ring-down time estimation via Artificial Neural Networks
作者：
Highlights：
• Artificial Neural Network application for signal recognition in very noisily data.
• Recognition of black hole-black hole gravitational wave event from de LIGO’s data.
• Score time series definition for gravitational wave event recognition.
• Score time series analysis from multiple and synchronized data sources.
• Ring-Down time estimation of the black hole-black hole system.
摘要
•Artificial Neural Network application for signal recognition in very noisily data.•Recognition of black hole-black hole gravitational wave event from de LIGO’s data.•Score time series definition for gravitational wave event recognition.•Score time series analysis from multiple and synchronized data sources.•Ring-Down time estimation of the black hole-black hole system.
论文关键词：Gravitational waves,Pattern recognition,Artificial Neural Network,Time series analysis
论文评审过程：Received 4 January 2021, Revised 19 June 2022, Accepted 19 June 2022, Available online 24 June 2022, Version of Record 1 July 2022.
论文官网地址：https://doi.org/10.1016/j.eswa.2022.117931
