SCAT DR1 delivers 1810 spectra of 1330 transients with classifications, fitted light curves, new redshifts for many host galaxies, and host properties as a testbed for photometric classification pipelines.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
A cross-entropy metric is introduced to distinguish transient populations and support novelty detection for LSST observing strategy optimization.
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SCAT Data Release 1: 1810 optical spectra of 1330 transients
SCAT DR1 delivers 1810 spectra of 1330 transients with classifications, fitted light curves, new redshifts for many host galaxies, and host properties as a testbed for photometric classification pipelines.
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An Information-Theoretic Metric for Transient Classification and Novelty Detection
A cross-entropy metric is introduced to distinguish transient populations and support novelty detection for LSST observing strategy optimization.