197 citations · 1.3k across the 38 of their papers we have counts for
9 papers · 1 filter
Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data
Daniel Muthukrishna, Kaisey S. Mandel, Michelle Lochner +2
Astronomical transients are stellar objects that become temporarily brighter on various timescales and have led to some of the most significant discoveries in cosmology and astrono…
The MeerKAT Galaxy Cluster Legacy Survey I. Survey Overview and Highlights
K. Knowles, W. D. Cotton, L. Rudnick +148
MeerKAT's large number of antennas, spanning 8 km with a densely packed 1 km core, create a powerful instrument for wide-area surveys, with high sensitivity over a wide range of an…
Real-Time Detection of Anomalies in Large-Scale Transient Surveys
Daniel Muthukrishna, Kaisey S. Mandel, Michelle Lochner +2
New time-domain surveys, such as the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST), will observe millions of transient alerts each night, making standard approac…
Practical Galaxy Morphology Tools from Deep Supervised Representation Learning
Mike Walmsley, Anna M. M. Scaife, Chris Lintott +9
Astronomers have typically set out to solve supervised machine learning problems by creating their own representations from scratch. We show that deep learning models trained to an…
Optimization of the Observing Cadence for the Rubin Observatory Legacy Survey of Space and Time: a pioneering process of community-focused experimental design
Federica B. Bianco, Željko Ivezić, R. Lynne Jones +43
Vera C. Rubin Observatory is a ground-based astronomical facility under construction, a joint project of the National Science Foundation and the U.S. Department of Energy, designed…
Considerations for optimizing photometric classification of supernovae from the Rubin Observatory
Catarina S. Alves, Hiranya V. Peiris, Michelle Lochner +3
The Vera C. Rubin Observatory will increase the number of observed supernovae (SNe) by an order of magnitude; however, it is impossible to spectroscopically confirm the class for a…