Astronomical big data processing using machine learning: A comprehensive review

S Sen, S Agarwal, P Chakraborty, KP Singh - Experimental Astronomy, 2022 - Springer
Astronomy, being one of the oldest observational sciences, has collected a lot of data over
the ages. In recent times, it is experiencing a huge data surge due to advancements in …

Overview of big data analytics in modern astronomy

M Faaique - International Journal of Mathematics, Statistics, and …, 2024 - ijmscs.org
Astronomers are increasingly compelled to chart the universe with ever greater precision.
Projects like the Sloan Digital Sky Survey (SDSS), Pan-STARRS, and the Large Synoptic …

The GALAH+ survey: Third data release

S Buder, S Sharma, J Kos, AM Amarsi… - Monthly Notices of …, 2021 - academic.oup.com
The ensemble of chemical element abundance measurements for stars, along with precision
distances and orbit properties, provides high-dimensional data to study the evolution of the …

Discovery of a planetary-mass companion within the gap of the transition disk around PDS 70

M Keppler, M Benisty, A Müller, T Henning… - Astronomy & …, 2018 - aanda.org
Context. Young circumstellar disks are the birthplaces of planets. Their study is of prime
interest to understand the physical and chemical conditions under which planet formation …

A giant planet candidate transiting a white dwarf

A Vanderburg, SA Rappaport, S Xu, IJM Crossfield… - Nature, 2020 - nature.com
Astronomers have discovered thousands of planets outside the Solar System, most of which
orbit stars that will eventually evolve into red giants and then into white dwarfs. During the …

Gaia data release 2-first stellar parameters from apsis

R Andrae, M Fouesneau, O Creevey… - Astronomy & …, 2018 - aanda.org
The second Gaia data release (Gaia DR2) contains, beyond the astrometry, three-band
photometry for 1.38 billion sources. One band is the G band, the other two were obtained by …

CARMENES input catalogue of M dwarfs-V. Luminosities, colours, and spectral energy distributions

C Cifuentes, JA Caballero, M Cortés-Contreras… - Astronomy & …, 2020 - aanda.org
Context. The relevance of M dwarfs in the search for potentially habitable Earth-sized
planets has grown significantly in the last years. Aims. In our on-going effort to …

The Pan-STARRS1 distant z> 5.6 quasar survey: more than 100 quasars within the first Gyr of the Universe

E Bañados, BP Venemans, R Decarli… - The Astrophysical …, 2016 - iopscience.iop.org
Luminous quasars at $ z\gt 5.6$ can be studied in detail with the current generation of
telescopes and provide us with unique information on the first gigayear of the universe. Thus …

The ASAS-SN catalogue of variable stars–II. Uniform classification of 412 000 known variables

T Jayasinghe, KZ Stanek, CS Kochanek… - Monthly Notices of …, 2019 - academic.oup.com
The variable stars in the VSX catalogue are derived from a multitude of inhomogeneous
data sources and classification tools. This inhomogeneity complicates our understanding of …

The star formation history and accretion-disc fraction among the K-type members of the Scorpius–Centaurus OB association

MJ Pecaut, EE Mamajek - Monthly Notices of the Royal …, 2016 - academic.oup.com
We present results of a spectroscopic survey for new K-and M-type members of Scorpius–
Centaurus (Sco–Cen), the nearest OB Association (∼ 100–200 pc). Using an X-ray, proper …