Bayesian Infernce

Rapid Localization of Gravitational Wave Sources from Compact Binary Coalescences Using Deep Learning
We have developed a deep learning model, called GW-SkyLocator, to obtain the posterior distribution of the sky location of gravitational wave sources. This method is applicable for all three categories of compact binary coalescences - binary black holes, binary neutron stars and neutron star-black hole binaries.
Dr. Chayan Chatterjee, Manoj Kovalam, Linqing Wen, Damon Beveridge, Foivos Diakogiannis, Kevin Vinsen
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Rapid Localization of Gravitational Wave Sources from Compact Binary Coalescences Using Deep Learning