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Science-Driven Optimization of the LSST Observing Strategy
LSST Science Collaboration, Phil Marshall, Timo Anguita +102
The Large Synoptic Survey Telescope is designed to provide an unprecedented optical imaging dataset that will support investigations of our Solar System, Galaxy and Universe, acros…
Inferring probabilistic stellar rotation periods using Gaussian processes
Ruth Angus, Timothy Morton, Suzanne Aigrain +2
Variability in the light curves of spotted, rotating stars is often non-sinusoidal and quasi-periodic --- spots move on the stellar surface and have finite lifetimes, causing stell…
Fast and scalable Gaussian process modeling with applications to astronomical time series
Daniel Foreman-Mackey, Eric Agol, Sivaram Ambikasaran +1
The growing field of large-scale time domain astronomy requires methods for probabilistic data analysis that are computationally tractable, even with large datasets. Gaussian Proce…