Accelerating multimodal gravitational waveforms from precessing compact binaries with artificial neural networks

LM Thomas, G Pratten, P Schmidt - Physical Review D, 2022 - APS
Gravitational waves from the coalescences of black holes and neutron stars afford us the
unique opportunity to determine the sources' properties, such as their masses and spins …

Machine Learning Applications in Gravitational Wave Astronomy

N Stergioulas - Compact Objects in the Universe, 2024 - Springer
Gravitational wave astronomy has emerged as a new branch of observational astronomy,
since the first detection of gravitational waves in 2015. The current number of O (100) …

Machine learning applications in search algorithms for gravitational waves from compact binary mergers

MB Schäfer - 2023 - repo.uni-hannover.de
Gravitational waves from compact binary mergers are now routinely observed by Earth-
bound detectors. These observations enable exciting new science, as they have opened a …