Detection and parameter estimation of gravitational waves from binary neutron-star mergers in real LIGO data using deep learning

One of the key challenges of real-time detection and parameter estimation of gravitational waves from compact binary mergers is the computational cost of conventional matched-filtering and Bayesian inference approaches. In particular, the application of these methods to the full signal parameter spa...

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Bibliographic Details
Main Authors: Plamen G. Krastev, Kiranjyot Gill, V. Ashley Villar, Edo Berger
Format: Article
Language:English
Published: Elsevier 2021-04-01
Series:Physics Letters B
Online Access:http://www.sciencedirect.com/science/article/pii/S0370269321001015

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