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astro-ph.IM2024
Mitigating the impact of noise transients in gravitational-wave searches using reduced basis timeseries and convolutional neural networks
Ryan Magee, Ritwik Sharma, Ananya Agrawal +1
Gravitational-wave detection pipelines have helped to identify over one hundred compact binary mergers in the data collected by the Advanced LIGO and Advanced Virgo interferometers…
astro-ph.IM2024
A neural network-based gravitational wave interpolant with applications to low-latency analyses
Ryan Magee, Richard George, Alvin Li +1
Matched-filter based gravitational-wave search pipelines identify candidate events within seconds of their arrival on Earth, offering a chance to guide electromagnetic follow-up an…