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20132023
most citedFast and scalable Gaussian process modeling with applications to astronomical time series

1k citations · 3.3k across the 44 of their papers we have counts for

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Showing astro-ph.IMShow all

8 papers · 1 filter

astro-ph.IM2021★ 42 cited

The unpopular Package: a Data-driven Approach to De-trend TESS Full Frame Image Light Curves

Soichiro Hattori, Daniel Foreman-Mackey, David W. Hogg +5

The majority of observed pixels on the Transiting Exoplanet Survey Satellite (TESS) are delivered in the form of full frame images (FFI). However, the FFIs contain systematic effec…

astro-ph.IM2020★ 38 cited

Systematics-insensitive Periodogram for finding periods in TESS observations of long-period rotators

Christina Hedges, Ruth Angus, Geert Barentsen +3

NASA's TESS mission \citep{tess} has produced high precision photometry of millions of stars to the community. The majority of TESS observations have a duration of 27 days…

astro-ph.IM2017

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…

astro-ph.IM2017★ 1k cited

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…

astro-ph.IM2016★ 14 cited

Maximizing Science in the Era of LSST: A Community-Based Study of Needed US Capabilities

Joan Najita, Beth Willman, Douglas P. Finkbeiner +48

The Large Synoptic Survey Telescope (LSST) will be a discovery machine for the astronomy and physics communities, revealing astrophysical phenomena from the Solar System to the out…

astro-ph.IM2016

Maximizing Science in the Era of LSST, Stars Study Group Report: Rotation and Magnetic Activity in the Galactic Field Population and in Open Star Clusters

Suzanne L. Hawley, Ruth Angus, Derek Buzasi +4

This is the stars chapter of the Kavli workshop report, which resulted from the community-based study of needed US OIR capabilities in the LSST era. The full report, which will inc…