1.2k citations · 8.4k across the 99 of their papers we have counts for
45 papers · 1 filter
Pre-localization of Massive Black Hole Binaries in the Millihertz Band
Xue-Ting Zhang, Jonathan Gair, Chris Messenger +3
The space-borne gravitational-wave (GW) detectors will open a new mass and redshift regime, allowing us to observe massive black hole binaries (MBHBs) throughout the Universe. A su…
Learning to detect continuous gravitational waves: an open data-analysis competition
Rodrigo Tenorio, Michael J. Williams, Joseph Bayley +29
We report results of a public data-analysis challenge, hosted on the open data-science platform Kaggle, to detect simulated continuous gravitational-wave signals (CWs). These are w…
Reconstructing source motion from gravitational wave strain
Joseph Bayley, Chris Messenger, Graham Woan
Searches for un-modelled burst gravitational wave signals return potential candidates for short duration signals. As there is no clear model for the source in these searches, one n…
Rapid neutron star equation of state inference with Normalising Flows
Jordan McGinn, Arunava Mukherjee, Jessica Irwin +3
The first direct detection of gravitational waves from binary neutron stars on the 17th of August, 2017, (GW170817) heralded the arrival of a new messenger for probing neutron star…
Long Short-Term Memory for Early Warning Detection of Gravitational Waves
Reem Alfaidi, Christopher Messenger
The pre-merger detection of gravitational waves from the early inspiral phase of compact binary coalescence events would allow the observation of the earlier stages of the merger i…
Cosmological Inference using Gravitational Waves and Normalising Flows
Federico Stachurski, Christopher Messenger, Martin Hendry
We present a machine learning approach using normalising flows for inferring cosmological parameters from gravitational wave events. Our methodology is general to any type of compa…