Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State

Gravitational waves (GWs) from binary neutron stars (BNSs) offer a valuable understanding of the nature of compact objects and hadronic matter, and the science potential will be greatly enhanced by the third-generation (3G) GW detectors, which are expected to detect BNS signals with order-of-magnitu...

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Bibliographic Details

Published in:	The Astrophysical Journal Letters
Main Authors:	Qian Hu, Jessica Irwin, Qi Sun, Christopher Messenger, Lami Suleiman, Ik Siong Heng, John Veitch
Format:	Article
Language:	English
Published:	IOP Publishing 2025-01-01
Subjects:	Gravitational waves Gravitational wave astronomy Neutron stars Nuclear astrophysics Astronomy data analysis
Online Access:	https://doi.org/10.3847/2041-8213/ade42f