Dongyoung Lim

Neural Stochastic Delay Differential Equations for Astronomical Time Series Classification and Novelty Detection

Fundamental difficulties in astronomical research arise from irregular sampling and incomplete time series data, especially when working with datasets from large-scale surveys such as the Large Synoptic Survey Telescope (LSST). In order to tackle the crucial tasks of classification and novelty detection in astrophysica...