250 citations · 440 across the 6 of their papers we have counts for
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astro-ph.IM2023★ 47 cited
Importance nested sampling with normalising flows
Michael J. Williams, John Veitch, Chris Messenger
We present an improved version of the nested sampling algorithm nessai in which the core algorithm is modified to use importance weights. In the modified algorithm, samples are dra…
astro-ph.IM2017★ 250 cited
Matching matched filtering with deep networks in gravitational-wave astronomy
Hunter Gabbard, Michael Williams, Fergus Hayes +1
We report on the construction of a deep convolutional neural network that can reproduce the sensitivity of a matched-filtering search for binary black hole gravitational-wave signa…