Understanding of the properties of neural network approaches for transient light curve approximations - Demianenko, Mariia; Malanchev, Konstantin; Samorodova, Ekaterina; Sysak, Mikhail; Shiriaev, Aleksandr; Derkach, Denis; Hushchyn, Mikhail (Astronomy and astrophysics (Berlin), 2023)
Keywords: Approximation; Celestial bodies; Classification; Gaussian process; Light curve; Luminosity; Mathematical analysis; Multilayer perceptrons; Neural networks; Normalizing (statistics); Outliers (statistics); Photometry; Supernovae; Time series; Transients (astronomy)