Surveying the reach and maturity of machine learning and artificial intelligence in astronomy

CJ Fluke, C Jacobs - Wiley Interdisciplinary Reviews: Data …, 2020 - Wiley Online Library
Abstract Machine learning (automated processes that learn by example in order to classify,
predict, discover, or generate new data) and artificial intelligence (methods by which a …

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 …

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) …

The Sloan Digital Sky Survey Quasar Catalog: Sixteenth Data Release

BW Lyke, AN Higley, JN McLane… - The Astrophysical …, 2020 - iopscience.iop.org
We present the final Sloan Digital Sky Survey IV (SDSS-IV) quasar catalog from Data
Release 16 of the extended Baryon Oscillation Spectroscopic Survey (eBOSS). This catalog …

The eROSITA Final Equatorial-Depth Survey (eFEDS)-Identification and characterization of the counterparts to point-like sources

M Salvato, J Wolf, T Dwelly, A Georgakakis… - Astronomy & …, 2022 - aanda.org
Context. In November 2019, eROSITA on board of the Spektrum-Roentgen-Gamma (SRG)
observatory started to map the entire sky in X-rays. After the four-year survey program, it will …

Comparison of the star formation in X-ray-selected AGN in eFEDS with that of star-forming galaxies

G Mountrichas, V Buat, G Yang, M Boquien… - Astronomy & …, 2022 - aanda.org
We use approximately 1800 X-ray active galactic nuclei (AGN) in the eROSITA Final
Equatorial-Depth Survey (eFEDS) that span over two orders of magnitude in X-ray …

First eROSITA study of nearby M dwarfs and the rotation-activity relation in combination with TESS

E Magaudda, B Stelzer, A Klutsch, M Salvato… - Astronomy & …, 2022 - aanda.org
We present the first results with the ROentgen Survey with an Imaging Telescope Array
(eROSITA) on board the Russian Spektrum-Roentgen-Gamma mission, and we combine the …

Testing the evolutionary pathways of galaxies and their supermassive black holes and the impact of feedback from active galactic nuclei via large multiwavelength …

G Mountrichas, F Shankar - Monthly Notices of the Royal …, 2023 - academic.oup.com
It is still a matter of intense debate how supermassive black holes (SMBHs) grow and the
role played by feedback from active galactic nuclei (AGN) in the coevolution of SMBHs and …

X-ray luminosity-star formation rate scaling relation: Constraints from the eROSITA Final Equatorial Depth Survey (eFEDS)

G Riccio, G Yang, K Małek, M Boquien, J Junais… - Astronomy & …, 2023 - aanda.org
Aims. We present measurements of the relation between X-ray luminosity and star formation
activity for a sample of normal galaxies spanning the redshift range between 0 and 0.25. We …

Relation between AGN type and host galaxy properties

VA Masoura, G Mountrichas, I Georgantopoulos… - Astronomy & …, 2021 - aanda.org
We use 3213 active galactic nuclei (AGNs) from the XMM-XXL northern field to investigate
the relation of AGN type with host galaxy properties. Applying a Bayesian method, we derive …