Aframe, a neural-network gravitational-wave search, recovers 38 previously known binary black hole mergers from O3 data and finds no new candidates, showing ML pipelines are viable but not yet superior to matched filtering.
(LIGO Scientific Collaboration and Virgo Collaboration), Phys
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A machine learning-enabled search for binary black hole mergers in LIGO-Virgo-KAGRAs third observing run
Aframe, a neural-network gravitational-wave search, recovers 38 previously known binary black hole mergers from O3 data and finds no new candidates, showing ML pipelines are viable but not yet superior to matched filtering.