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Normalizing Flow Emulator for Gravitational Wave Detection Probability in the LIGO/Virgo/KAGRA O4 Observing Run

Gassert, Julius et al.
arXiv (All) · Papers
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general-relativity-and-quantum-cosmologyhigh-energy-astrophysical-phenomena
Efficient and accurate estimation of the detection probability of a gravitational wave event given its source parameters remains a challenging problem because it conventionally requires expensive Monte Carlo injection campaigns. We present a machine learning-based approach using Normalizing Flows (N
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