85 citations · 86 across the 2 of their papers we have counts for
3 papers
gr-qc2021★ 1 cited
Hardware-accelerated Inference for Real-Time Gravitational-Wave Astronomy
Alec Gunny, Dylan Rankin, Jeffrey Krupa +7
The field of transient astronomy has seen a revolution with the first gravitational-wave detections and the arrival of multi-messenger observations they enabled. Transformed by the…
astro-ph.IM2020★ 85 cited
Noise Reduction in Gravitational-wave Data via Deep Learning
Rich Ormiston, Tri Nguyen, Michael Coughlin +2
With the advent of gravitational wave astronomy, techniques to extend the reach of gravitational wave detectors are desired. In addition to the stellar-mass black hole and neutron…
astro-ph.HE2020
Enhancing Gravitational-Wave Science with Machine Learning
Elena Cuoco, Jade Powell, Marco Cavaglià +23
Machine learning has emerged as a popular and powerful approach for solving problems in astrophysics. We review applications of machine learning techniques for the analysis of grou…