3.6k citations · 35k across the 164 of their papers we have counts for
46 papers · 1 filter
Probabilistic kilonova prediction from gravitational wave inferred binary neutron star parameters
Xiao-Fei Dong, Ik Siong Heng, Gavin P. Lamb +10
Kilonovae provide a key electromagnetic window into binary neutron star mergers, revealing the properties of the merging system while probing r-process nucleosynthesis of the Unive…
Rapid Generation of Kilonova Light Curves Using Conditional Variational Autoencoder
Surojit Saha, Michael J. Williams, Laurence Datrier +8
The discovery of the optical counterpart, along with the gravitational waves from GW170817, of the first binary neutron star merger, opened up a new era for multi-messenger astroph…
Unpacking merger jets: a Bayesian analysis of GW170817, GW190425 and electromagnetic observations of short gamma-ray bursts
Fergus Hayes, Ik Siong Heng, Gavin Lamb +3
We present a novel fully Bayesian analysis to constrain short gamma-ray burst jet structures associated with cocoon, wide-angle and simple top-hat jet models, as well as the binary…
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…
Inclination estimates from off-axis GRB afterglow modelling
Gavin P Lamb, Joseph J Fernández, Fergus Hayes +7
For gravitational wave (GW) detected neutron star mergers, one of the leading candidates for electromagnetic (EM) counterparts is the afterglow from an ultra-relativistic jet. Wher…
Detection and Classification of Supernova Gravitational Waves Signals: A Deep Learning Approach
Man Leong Chan, Ik Siong Heng, Chris Messenger
We demonstrate the application of a convolutional neural network to the gravitational wave signals from core collapse supernovae. Using simulated time series of gravitational wave…