3 papers
astro-ph.IM2024
Coniferest: a complete active anomaly detection framework
M. V. Kornilov, V. S. Korolev, K. L. Malanchev +8
We present coniferest, an open source generic purpose active anomaly detection framework written in Python. The package design and implemented algorithms are described. Currently,…
astro-ph.IM2024
Superluminous supernova search with PineForest
T. Majumder, M. V. Pruzhinskaya, E. E. O. Ishida +2
The advent of large astronomical surveys has made available large and complex data sets. However, the process of discovery and interpretation of each potentially new astronomical s…
astro-ph.IM2023
Reduction of supernova light curves by vector Gaussian processes
Matwey V. Kornilov, T. A. Semenikhin, M. V. Pruzhinskaya
Bolometric light curves play an important role in understanding the underlying physics of various astrophysical phenomena, as they allow for a comprehensive modeling of the event a…