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 2021Show all

5 papers · 1 filter

astro-ph.CO2021

Sidestepping the inversion of the weak-lensing covariance matrix with Approximate Bayesian Computation

Martin Kilbinger, Emille E. O. Ishida, Jessi Cisewski-Kehe

Weak gravitational lensing is one of the few direct methods to map the dark-matter distribution on large scales in the Universe, and to estimate cosmological parameters. We study a…

astro-ph.IM2021★ 10 cited

SNAD Transient Miner: Finding Missed Transient Events in ZTF DR4 using k-D trees

P. D. Aleo, K. L. Malanchev, M. V. Pruzhinskaya +7

We report the automatic detection of 11 transients (7 possible supernovae and 4 active galactic nuclei candidates) within the Zwicky Transient Facility fourth data release (ZTF DR4…

astro-ph.IM2021★ 31 cited

Fink: early supernovae Ia classification using active learning

Marco Leoni, Emille E. O. Ishida, Julien Peloton +1

We describe how the Fink broker early supernova Ia classifier optimizes its ML classifications by employing an active learning (AL) strategy. We demonstrate the feasibility of impl…

astro-ph.EP2021★ 3 cited

Probabilistic modeling of asteroid diameters from Gaia DR2 errors

Rafael S. de Souza, Alberto Krone-Martins, Valerio Carruba +5

The Gaia Data Release 2 provides precise astrometry for nearly 1.5 billion sources across the entire sky, including several thousand asteroids. In this work, we provide evidence th…

astro-ph.GA2021★ 37 cited

A high pitch angle structure in the Sagittarius Arm

M. A. Kuhn, R. A. Benjamin, C. Zucker +6

Context: In spiral galaxies, star formation tends to trace features of the spiral pattern, including arms, spurs, feathers, and branches. However, in our own Milky Way, it has been…