258 citations · 2.1k across the 33 of their papers we have counts for
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astro-ph.IM2020
Complete parameter inference for GW150914 using deep learning
Stephen R. Green, Jonathan Gair
The LIGO and Virgo gravitational-wave observatories have detected many exciting events over the past five years. As the rate of detections grows with detector sensitivity, this pos…
astro-ph.IM2020★ 166 cited
Gravitational-wave parameter estimation with autoregressive neural network flows
Stephen R. Green, Christine Simpson, Jonathan Gair
We introduce the use of autoregressive normalizing flows for rapid likelihood-free inference of binary black hole system parameters from gravitational-wave data with deep neural ne…