The first gravitational-wave burst GW150914, as predicted by the scenario machine
Sign Up to like & getrecommendations! Published in 2017 at "New Astronomy"
DOI: 10.1016/j.newast.2016.08.017
Abstract: Abstract The Advanced LIGO observatory recently reported (Abbott et al., 2016a) the first direct detection of gravitational waves predicted by Einstein (1916). The detection of this event was predicted in 1997 on the basis of the… read more here.
Keywords: gravitational wave; scenario; scenario machine; wave burst ... See more keywords
Generalised gravitational wave burst generation with generative adversarial networks
Sign Up to like & getrecommendations! Published in 2021 at "Classical and Quantum Gravity"
DOI: 10.1088/1361-6382/ac09cc
Abstract: We introduce the use of conditional generative adversarial networks (CGANs) for generalised gravitational wave (GW) burst generation in the time domain. Generative adversarial networks are generative machine learning models that produce new data based on… read more here.
Keywords: generative adversarial; adversarial networks; gravitational wave; burst ... See more keywords