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Author

YongKyung Oh

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Conference

Changing-State Quasars Detection using a Neural Differential Equation Approach

In this work, we present a novel deep learning-based approach for the detection of changing-state quasars (CSQSOs), which are of critical importance in quasars (QSOs) research due to their substantial temporal variations in optical properties. Detecting and monitoring CSQSOs presents considerable challenges, including...

Seung-Su Kam, YongKyung Oh, Min-Su Shin et al. · 0 citations
Conference

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...

YongKyung Oh, Seung-Su Kam, Dongyoung Lim et al. · 0 citations

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