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

collaborators
Showing astro-ph.HEShow all

6 papers · 1 filter

astro-ph.HE2025

AT2022zod: An Unusual Tidal Disruption Event in an Elliptical Galaxy at Redshift 0.11

Kristen C. Dage, Phelipe Darc, Thallis Pessi +16

Tidal Disruption Events (TDEs) have long been hypothesized as valuable indicators of black holes, offering insight into their demographics and behaviour out to high redshift. TDEs…

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.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…

astro-ph.HE2019★ 43 cited

Anomaly Detection in the Open Supernova Catalog

Maria V. Pruzhinskaya, Konstantin L. Malanchev, Matwey V. Kornilov +4

In the upcoming decade large astronomical surveys will discover millions of transients raising unprecedented data challenges in the process. Only the use of the machine learning al…

astro-ph.HE2019★ 147 cited

Models and Simulations for the Photometric LSST Astronomical Time Series Classification Challenge (PLAsTiCC)

R. Kessler, G. Narayan, A. Avelino +26

We describe the simulated data sample for the "Photometric LSST Astronomical Time Series Classification Challenge" (PLAsTiCC), a publicly available challenge to classify transient…

astro-ph.HE2016★ 5 cited

A metric space for type Ia supernova spectra: a new method to assess explosion scenarios

Michele Sasdelli, W. Hillebrandt, M. Kromer +4

Over the past years type Ia supernovae (SNe Ia) have become a major tool to determine the expansion history of the Universe, and considerable attention has been given to, both, obs…