494 citations · 4.4k across the 61 of their papers we have counts for
61 papers
Novel Deep Learning Approach to Detecting Binary Black Hole Mergers
Damon Beveridge, Alistair McLeod, Linqing Wen +1
Gravitational wave detection has opened up new avenues for exploring and understanding some of the fundamental principles of the universe. The optimal method for detecting modelled…
Low-latency gravitational wave alert products and their performance at the time of the fourth LIGO-Virgo-KAGRA observing run
Sushant Sharma Chaudhary, Andrew Toivonen, Gaurav Waratkar +50
Multi-messenger searches for BNS and NSBH mergers are currently one of the most exciting areas of astronomy. The search for joint electromagnetic and neutrino counterparts to GWs h…
Pre-merger sky localization of gravitational waves from binary neutron star mergers using deep learning
Chayan Chatterjee, Linqing Wen
The simultaneous observation of gravitational waves (GW) and prompt electromagnetic counterparts from the merger of two neutron stars can help reveal the properties of extreme matt…
The most probable host of CHIME FRB 190425A, associated with binary neutron star merger GW190425, and a late-time transient search
Fiona H. Panther, Gemma E. Anderson, Shivani Bhandari +9
The identification and localization of Fast Radio Bursts to their host galaxies has revealed important details about the progenitors of these mysterious, millisecond-long bursts of…
Rapid localization of gravitational wave sources from compact binary coalescences using deep learning
Chayan Chatterjee, Manoj Kovalam, Linqing Wen +3
The mergers of neutron star-neutron star and neutron star-black hole binaries are the most promising gravitational wave events with electromagnetic counterparts. The rapid detectio…
Rapid Mass Parameter Estimation of Binary Black Hole Coalescences Using Deep Learning
Alistair McLeod, Daniel Jacobs, Chayan Chatterjee +2
Deep learning can be used to drastically decrease the processing time of parameter estimation for coalescing binaries of compact objects including black holes and neutron stars det…