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20182026
most citedMachine Learning for the Zwicky Transient Facility

139 citations · 249 across the 9 of their papers we have counts for

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Showing astro-ph.SRShow all

5 papers · 1 filter

astro-ph.SR2026

Benchmarking Machine Learning Emulators of Stellar Evolution for Precision Asteroseismology

Naomi Gluck, Earl P. Bellinger, Yan Liang +5

Fast and accurate stellar evolution emulators---surrogate models that approximate expensive simulation outputs with machine learning (ML)---are powerful tools for modern stellar ch…

astro-ph.SR20231 cited

Stellar Cruise Control: Weakened Magnetic Braking Leads to Sustained Rapid Rotation of Old Stars

Nicholas Saunders, Jennifer L. van Saders, Alexander J. Lyttle +8

Despite a growing sample of precisely measured stellar rotation periods and ages, the strength of magnetic braking and the degree of departure from standard (Skumanich-like) spindo…

astro-ph.SR2021

Age-Dating Red Giant Stars Associated with Galactic Disk and Halo Substructures

Samuel K. Grunblatt, Joel C. Zinn, Adrian M. Price-Whelan +12

The vast majority of Milky Way stellar halo stars were likely accreted from a small number (3) of relatively large dwarf galaxy accretion events. However, the timing of t…

astro-ph.SR2018

Kepler's Discoveries Will Continue: 21 Important Scientific Opportunities with Kepler & K2 Archive Data

Geert Barentsen, Christina Hedges, Nicholas Saunders +4

NASA's Kepler Space Telescope has collected high-precision, high-cadence time series photometry on 781,590 unique postage-stamp targets across 21 different fields of view. These ob…

astro-ph.SR2018

A catalog of 29 open clusters and associations observed by the Kepler and K2 Missions

Ann Marie Cody, Geert Barentsen, Christina Hedges +5

Over the past nine years, the Kepler and K2 Missions have carried out high precision photometric monitoring of more than half a million stars. Among these targets are 29 clusters a…