Rapid parameter estimation for merging massive black hole binaries using continuous normalizing flows

Rapid parameter estimation for merging massive black hole binaries using continuous normalizing flows

Detecting the coalescences of massive black hole binaries (MBHBs) is one of the primary targets for space-based gravitational wave observatories such as laser interferometer space antenna, Taiji, and Tianqin. The fast and accurate parameter estimation of merging MBHBs is of great significance for th...

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Bibliographic Details
Main Authors: Bo Liang, Minghui Du, He Wang, Yuxiang Xu, Chang Liu, Xiaotong Wei, Peng Xu, Li-e Qiang, Ziren Luo
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Machine Learning: Science and Technology
Subjects:
gravitational wave
massive black hole binaries
continuous normalizing flows
flow matching
Online Access:https://doi.org/10.1088/2632-2153/ad8da9

Internet

https://doi.org/10.1088/2632-2153/ad8da9

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