CatBoost for big data: an interdisciplinary review
Abstract Gradient Boosted Decision Trees (GBDT's) are a powerful tool for classification and
regression tasks in Big Data. Researchers should be familiar with the strengths and …
regression tasks in Big Data. Researchers should be familiar with the strengths and …
Containers for computational reproducibility
The fast-paced development of computational tools has enabled tremendous scientific
progress in recent years. However, this rapid surge of technological capability also comes at …
progress in recent years. However, this rapid surge of technological capability also comes at …
The seventeenth data release of the Sloan Digital Sky Surveys: Complete release of MaNGA, MaStar, and APOGEE-2 data
N Abdurro'uf, K Accetta, C Aerts, V Silva Aguirre… - The Astrophysical …, 2022 - osti.gov
This paper documents the seventeenth data release (DR17) from the Sloan Digital Sky
Surveys; the fifth and final release from the fourth phase (SDSS-IV). DR17 contains the …
Surveys; the fifth and final release from the fourth phase (SDSS-IV). DR17 contains the …
Gaia Data Release 3-Properties and validation of the radial velocities
D Katz, P Sartoretti, A Guerrier, P Panuzzo… - Astronomy & …, 2023 - aanda.org
Context. Gaia Data Release 3 (Gaia DR3) contains the second release of the combined
radial velocities. It is based on the spectra collected during the first 34 months of the nominal …
radial velocities. It is based on the spectra collected during the first 34 months of the nominal …
Evidence for neutrino emission from the nearby active galaxy NGC 1068
IceCube Collaboration*†, R Abbasi, M Ackermann… - Science, 2022 - science.org
A supermassive black hole, obscured by cosmic dust, powers the nearby active galaxy NGC
1068. Neutrinos, which rarely interact with matter, could provide information on the galaxy's …
1068. Neutrinos, which rarely interact with matter, could provide information on the galaxy's …
The seventeenth data release of the Sloan Digital Sky Surveys: Complete release of MaNGA, MaStar, and APOGEE-2 data
K Accetta, C Aerts, VS Aguirre… - The Astrophysical …, 2022 - iopscience.iop.org
The Sloan Digital Sky Surveys (SDSS) have been almost continuously observing the skies
for over 20 yr, since the project began with a first phase in 1998 (SDSS-I; York et al. 2000) …
for over 20 yr, since the project began with a first phase in 1998 (SDSS-I; York et al. 2000) …
A 3D dust map based on Gaia, Pan-STARRS 1, and 2MASS
We present a new three-dimensional map of dust reddening, based on Gaia parallaxes and
stellar photometry from Pan-STARRS 1 and 2MASS. This map covers the sky north of a decl …
stellar photometry from Pan-STARRS 1 and 2MASS. This map covers the sky north of a decl …
The revised TESS input catalog and candidate target list
We describe the catalogs assembled and the algorithms used to populate the revised TESS
Input Catalog (TIC), based on the incorporation of the Gaia second data release. We also …
Input Catalog (TIC), based on the incorporation of the Gaia second data release. We also …
The Karl G. Jansky very large array sky survey (VLASS). Science case and survey design
M Lacy, SA Baum, CJ Chandler… - Publications of the …, 2020 - iopscience.iop.org
Abstract The Very Large Array Sky Survey (VLASS) is a synoptic, all-sky radio sky survey
with a unique combination of high angular resolution (≈ 2 farcs 5), sensitivity (a 1σ goal of …
with a unique combination of high angular resolution (≈ 2 farcs 5), sensitivity (a 1σ goal of …
The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the BAO and growth rate of structure of the luminous red galaxy sample …
We present the cosmological analysis of the configuration-space anisotropic clustering in
the completed Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic …
the completed Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic …