3.1k citations · 28k across the 184 of their papers we have counts for
Showing 2020 · astro-ph.IMShow all
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astro-ph.IM2020★ 1 cited
Anomaly Detection for Multivariate Time Series of Exotic Supernovae
V. Ashley Villar, Miles Cranmer, Gabriella Contardo +2
Supernovae mark the explosive deaths of stars and enrich the cosmos with heavy elements. Future telescopes will discover thousands of new supernovae nightly, creating a need to fla…
astro-ph.IM2020★ 43 cited
Gravitational wave population inference with deep flow-based generative network
Kaze W. K. Wong, Gabriella Contardo, Shirley Ho
We combine hierarchical Bayesian modeling with a flow-based deep generative network, in order to demonstrate that one can efficiently constraint numerical gravitational wave (GW) p…