10.6k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of GenevaCH144 papers
- Centre National de la Recherche ScientifiqueFR127 papers
- University of CambridgeGB121 papers
- University College LondonGB120 papers
- University of ManchesterGB112 papers
- California Institute of TechnologyUS111 papers
- Princeton UniversityUS111 papers
- University of California, BerkeleyUS111 papers
- Lawrence Berkeley National LaboratoryUS110 papers
- Imperial College LondonGB107 papers
- National Institute for AstrophysicsIT104 papers
- University of HelsinkiFI104 papers
6 papers · 2 filters
Classification of Multiwavelength Transients with Machine Learning
K. Sooknunan, M. Lochner, Bruce A. Bassett +7
With the advent of powerful telescopes such as the Square Kilometer Array and the Vera C. Rubin Observatory, we are entering an era of multiwavelength transient astronomy that will…
First Cosmology Results Using Type Ia Supernovae From the Dark Energy Survey: Photometric Pipeline and Light Curve Data Release
D. Brout, M. Sako, D. Scolnic +89
We present griz light curves of 251 Type Ia Supernovae (SNe Ia) from the first 3 years of the Dark Energy Survey Supernova Program's (DES-SN) spectroscopically classified sample. T…
The Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC): Selection of a performance metric for classification probabilities balancing diverse science goals
A. I. Malz, R. Hložek, T. Allam +22
Classification of transient and variable light curves is an essential step in using astronomical observations to develop an understanding of their underlying physical processes. Ho…
DeepSource: Point Source Detection using Deep Learning
A. Vafaei Sadr, Etienne. E. Vos, Bruce A. Bassett +3
Point source detection at low signal-to-noise is challenging for astronomical surveys, particularly in radio interferometry images where the noise is correlated. Machine learning i…
Radio Galaxy Shape Measurement with Hamiltonian Monte Carlo in the Visibility Domain
M. Rivi, M. Lochner, S. T. Balan +2
Radio weak lensing, while a highly promising complementary probe to optical weak lensing, will require incredible precision in the measurement of galaxy shape parameters. In this p…
Machine Learning-based Brokers for Real-time Classification of the LSST Alert Stream
Gautham Narayan, Tayeb Zaidi, Monika D. Soraisam +20
The unprecedented volume and rate of transient events that will be discovered by the Large Synoptic Survey Telescope (LSST) demands that the astronomical community update its follo…