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 …

A catalogue of 294 Galactic supernova remnants

DA Green - arxiv preprint arxiv:1409.0637, 2014 - arxiv.org
A revised catalogue of 294 Galactic supernova remnants (SNRs) is presented, along with
some simple statistics. This catalogue has twenty more entries than did the previous version …

The second data release of the INT Photometric Hα Survey of the Northern Galactic Plane (IPHAS DR2)

G Barentsen, HJ Farnhill, JE Drew… - Monthly Notices of …, 2014 - academic.oup.com
ABSTRACT The INT/WFC Photometric Hα Survey of the Northern Galactic Plane (IPHAS) is
a 1800 deg2 imaging survey covering Galactic latitudes| b|< 5° and longitudes ℓ= 30°–215° …

HASH: the Hong Kong/AAO/Strasbourg Hα planetary nebula database

QA Parker, IS Bojičić, DJ Frew - Journal of Physics: Conference …, 2016 - iopscience.iop.org
By incorporating our major recent discoveries with re-measured and verified contents of
existing catalogues we provide, for the first time, an accessible, reliable, on-line SQL …

Constraints on the distribution of supernova remnants with Galactocentric radius

DA Green - Monthly Notices of the Royal Astronomical Society, 2015 - academic.oup.com
Supernova remnants (SNRs) in the Galaxy are an important source of energy injection into
the interstellar medium, and also of cosmic rays. Currently there are 294 known SNRs in the …

Galactic supernova remnant candidates discovered by THOR

LD Anderson, Y Wang, S Bihr, M Rugel… - Astronomy & …, 2017 - aanda.org
Context. There is a considerable deficiency in the number of known supernova remnants
(SNRs) in the Galaxy compared to that expected. This deficiency is thought to be caused by …

PHANGS-MUSE: Detection and Bayesian classification of~ 40 000 ionised nebulae in nearby spiral galaxies

E Congiu, GA Blanc, F Belfiore, F Santoro… - Astronomy & …, 2023 - aanda.org
In this work, we present a new catalogue of> 40 000 ionised nebulae distributed across the
19 galaxies observed by the PHANGS-MUSE survey. The nebulae have been classified …

Planetary nebulae and how to find them: A concise review

QA Parker - Frontiers in Astronomy and Space Sciences, 2022 - frontiersin.org
This review provides useful background and information on how we find, vet and compile
Planetary Nebulae (PNe) candidates and verify them. It presents a summary of the known …

Toward Precision Cosmology with Improved PNLF Distances Using VLT-MUSEI. Methodology and Tests

MM Roth, GH Jacoby, R Ciardullo… - The Astrophysical …, 2021 - iopscience.iop.org
The [O iii] λ5007 planetary nebula luminosity function (PNLF) is an established distance
indicator that has been used for more than 30 yr to measure the distances of galaxies out …

MUSE crowded field 3D spectroscopy in NGC 300-III. Characterizing extremely faint HII regions and diffuse ionized gas

G Micheva, MM Roth, PM Weilbacher… - Astronomy & …, 2022 - aanda.org
Context. There are known differences between the physical properties of H II and diffuse
ionized gas (DIG). However, most of the studied regions in the literature are relatively bright …