Search Results for author: Eamonn O'Shea

Found 1 papers, 0 papers with code

Statistically-informed deep learning for gravitational wave parameter estimation

no code implementations5 Mar 2019 Hongyu Shen, E. A. Huerta, Eamonn O'Shea, Prayush Kumar, Zhizhen Zhao

Upon confirming that our models produce statistically consistent results, we used them to estimate the astrophysical parameters $(m_1, m_2, a_f, \omega_R, \omega_I)$ of five binary black holes: $\texttt{GW150914}, \texttt{GW170104}, \texttt{GW170814}, \texttt{GW190521}$ and $\texttt{GW190630}$.

Contrastive Learning

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