Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy
Hunter Gabbard, C. Messenger, I. S. Heng, Francesco Tonolini, Roderick Murray‐Smith
Topics & Concepts
PhysicsNeutron starGravitational waveAutoencoderParameter spaceBayesian probabilityBinary numberBayesian inferencePosterior probabilityPrior probabilityAstrophysicsBinary black holeInferenceDetectorBlack hole (networking)AlgorithmArtificial neural networkArtificial intelligenceComputer scienceStatisticsOpticsRouting protocolComputer networkMathematicsLink-state routing protocolRouting (electronic design automation)ArithmeticPulsars and Gravitational Waves ResearchGamma-ray bursts and supernovaeAstrophysical Phenomena and Observations