10 citations · 23 across the 4 of their papers we have counts for
4 papers
EP260321a/SN 2026gzf: The Faintest Shock Breakout Associated with a Broad-Lined Supernova
Brendan O'Connor, Xander J. Hall, Malte Busmann +33
The explosion of a star is first marked by the shock wave breaking out of the stellar surface, producing a burst of ultraviolet and X-ray radiation. These events are observationall…
Understanding of the properties of neural network approaches for transient light curve approximations
Mariia Demianenko, Konstantin Malanchev, Ekaterina Samorodova +4
Modern-day 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 informatio…
Supernova Light Curves Approximation based on Neural Network Models
Mariia Demianenko, Ekaterina Samorodova, Mikhail Sysak +4
Photometric data-driven classification of supernovae becomes a challenge due to the appearance of real-time processing of big data in astronomy. Recent studies have demonstrated th…
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova Catalog
Stanislav Dobryakov, Konstantin Malanchev, Denis Derkach +1
We propose a novel approach for a machine-learning-based detection of the type Ia supernovae using photometric information. Unlike other approaches, only real observation data is u…