2 papers
astro-ph.IM2026
An Information-Theoretic Metric for Transient Classification and Novelty Detection
Yu-Qian, Ouyang, Alex I. Malz +4
The development of the observing strategy for the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) requires a broad optimization across science cases inside and out…
astro-ph.IM2022
Toward automated detection of light echoes in synoptic surveys: considerations on the application of the Deep Convolutional Neural Networks
Xiaolong Li, Federica B. Bianco, Gregory Dobler +7
Light Echoes (LEs) are the reflections of astrophysical transients off of interstellar dust. They are fascinating astronomical phenomena that enable studies of the scattering dust…