Web: http://arxiv.org/abs/2209.07542

Sept. 19, 2022, 1:11 a.m. | Mariia Demianenko, Konstantin Malanchev, Ekaterina Samorodova, Mikhail Sysak, Aleksandr Shiriaev, Denis Derkach, Mikhail Hushchyn

cs.LG updates on arXiv.org arxiv.org

The modern time-domain photometric surveys collect a lot of observations of
various astronomical objects, and the coming era of large-scale surveys will
provide even more information. Most of the objects have never received a
spectroscopic follow-up, which is especially crucial for transients e.g.
supernovae. In such cases, observed light curves could present an affordable
alternative. Time series are actively used for photometric classification and
characterization, such as peak and luminosity decline estimation. However, the
collected time series are multidimensional, irregularly …

approximation arxiv astro light network neural network understanding

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