Malanchev, Konstantin
- Rubin Observatory LSST Transients and Variable Stars Roadmap
2022/08/09 by K. Hambleton, Hambleton, Kelly M., Federica Bianco +161 · 5 citations
Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Data for "Superphot+: Real-Time Fitting and Classification of Supernova Light Curves"
2024/03/12 by Kaylee de Soto, A. Villar, de Soto, Kaylee M. +20 · 6 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Cosmic Phenomena #FOS: Physical sciences #Gamma-ray bursts and supernovae #High Energy Astrophysical Phenomena (astro-ph.HE)
- Multi-View Symbolic Regression
2024/02/06 by Russeil, Etienne, de França, Fabrício Olivetti, Malanchev, Konstantin +6 · 3 citations
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- ORACLE: A Real-Time, Hierarchical, Deep-Learning Photometric Classifier for the LSST
2025/01/02 by Shah, Ved G., Gagliano, Alex, Malanchev, Konstantin +3 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Using LSDB to enable large-scale catalog distribution, cross-matching, and analytics
2025/01/03 by Neven Čaplar, Wilson Beebe, Caplar, Neven +21 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Library Science and Information Systems #Web Data Mining and Analysis