250 citations · 440 across the 6 of their papers we have counts for
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astro-ph.HE2021★ 2 cited
A Bayesian Inference Framework for Gamma-Ray Burst Afterglow Properties
En-Tzu Lin, Fergus Hayes, Gavin P. Lamb +5
In the field of multi-messenger astronomy, Bayesian inference is commonly adopted to compare the compatibility of models given the observed data. However, to describe a physical sy…
gr-qc2021★ 140 cited
Nested Sampling with Normalising Flows for Gravitational-Wave Inference
Michael J. Williams, John Veitch, Chris Messenger
We present a novel method for sampling iso-likelihood contours in nested sampling using a type of machine learning algorithm known as normalising flows and incorporate it into our…