Hu, Qian https://orcid.org/0000-0002-3033-6491
Irwin, Jessica https://orcid.org/0000-0002-2364-2191
Sun, Qi https://orcid.org/0009-0004-5204-765X
Messenger, Christopher https://orcid.org/0000-0001-7488-5022
Suleiman, Lami https://orcid.org/0000-0003-3783-7448
Heng, Ik Siong https://orcid.org/0000-0002-1977-0019
Veitch, John https://orcid.org/0000-0002-6508-0713
Funding for this research was provided by:
UK Research and Innovation (ST/Y004256/1)
National Science Foundation (PHY-0757058)
National Science Foundation (PHY-0823459)
China Scholarship Council (202106340046)
Article Title: Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State
Journal Title: The Astrophysical Journal Letters
Article Type: paper
Copyright Information: © 2025. The Author(s). Published by the American Astronomical Society.
Publication dates
Date Received: 2025-03-25
Date Accepted: 2025-06-12
Online publication date: 2025-06-30