Statistically-informed deep learning for gravitational wave parameter estimation

Hongyu Shen, E. A. Huerta, Eamonn O'Shea +2

We introduce deep learning models to estimate the masses of the binary components of black hole mergers, $(m_1,m_2)$, and three astrophysical properties of the post-merger compact…