activity
20062026
most citedModels and Simulations for the Photometric LSST Astronomical Time Series Classification Challenge (PLAsTiCC)

147 citations · 1.8k across the 70 of their papers we have counts for

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Showing 2022Show all

10 papers · 1 filter

astro-ph.IM2022

Finding active galactic nuclei through Fink

Etienne Russeil, Emille E. O. Ishida, Roman Le Montagner +2

We present the Active Galactic Nuclei (AGN) classifier as currently implemented within the Fink broker. Features were built upon summary statistics of available photometric points,…

astro-ph.IM2022★ 31 cited

The SNAD Viewer: Everything You Want to Know about Your Favorite ZTF Object

Konstantin Malanchev, Matwey V. Kornilov, Maria V. Pruzhinskaya +9

We describe the SNAD Viewer, a web portal for astronomers which presents a centralized view of individual objects from the Zwicky Transient Facility's (ZTF) data releases, includin…

cs.LG2022★ 1 cited

Explainable classification of astronomical uncertain time series

Michael Franklin Mbouopda, Emille E. O. Ishida, Engelbert Mephu Nguifo +1

Exploring the expansion history of the universe, understanding its evolutionary stages, and predicting its future evolution are important goals in astrophysics. Today, machine lear…

astro-ph.IM2022★ 3 cited

From Data to Software to Science with the Rubin Observatory LSST

Katelyn Breivik, Andrew J. Connolly, K. E. Saavik Ford +97

The Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) dataset will dramatically alter our understanding of the Universe, from the origins of the Solar System to the…

astro-ph.HE2022★ 12 cited

Supernova search with active learning in ZTF DR3

Maria V. Pruzhinskaya, Emille E. O. Ishida, Alexandra K. Novinskaya +9

We provide the first results from the complete SNAD adaptive learning pipeline in the context of a broad scope of data from large-scale astronomical surveys. The main goal of this…

astro-ph.IM2022

The GRANDMA network in preparation for the fourth gravitational-wave observing run

S. Agayeva, V. Aivazyan, S. Alishov +98

GRANDMA is a world-wide collaboration with the primary scientific goal of studying gravitational-wave sources, discovering their electromagnetic counterparts and characterizing the…

astro-ph.IM2022

A graph-based spectral classification of Type II supernovae

Rafael S. de Souza, Stephen Thorp, Lluís Galbany +5

Given the ever-increasing number of time-domain astronomical surveys, employing robust, interpretative, and automated data-driven classification schemes is pivotal. Based on graph…

astro-ph.GA2022★ 10 cited

Spectroscopic Confirmation of a Population of Isolated, Intermediate-Mass YSOs

Michael A. Kuhn, Ramzi Saber, Matthew S. Povich +8

Wide-field searches for young stellar objects (YSOs) can place useful constraints on the prevalence of clustered versus distributed star formation. The Spitzer/IRAC Candidate YSO (…

astro-ph.IM2022★ 2 cited

How have astronomers cited other fields in the last decade?

Michele Delli Veneri, Rafael S. de Souza, Alberto Krone-Martins +3

We present a citation pattern analysis between astronomical papers and 13 other disciplines, based on the arXiv database over the past decade (). We analyze 12,600 ast…

astro-ph.HE2022★ 17 cited

GRANDMA Observations of ZTF/Fink Transients during Summer 2021

V. Aivazyan, M. Almualla, S. Antier +80

We present our follow-up observations with GRANDMA of transient sources revealed by the Zwicky Transient Facility (ZTF). Over a period of six months, all ZTF triggers were examined…