- Globular Cluster Classification in Galaxy M81 Using Machine ...🔍
- Machine learning methods for the search for L&T brown dwarfs in ...🔍
- University of Groningen Detection of extragalactic Ultra|Compact ...🔍
- using machine learning to identify globular clusters with black hole ...🔍
- Generating astronomical catalogues from wide|field imaging ...🔍
- Euclid preparation. Detecting globular clusters in the Euclid survey🔍
- Reconstructing the Galactic merger history with machine learning🔍
- Star Cluster Science with LSST🔍
Using machine learning to identify extragalactic globular ...
Globular Cluster Classification in Galaxy M81 Using Machine ...
This study explored the possibility of using machine learning in globular ... Identification of Extragalactic Globular Clusters Using Machine Learning Techniques.
Machine learning methods for the search for L&T brown dwarfs in ...
In this work, we use machine learning methods such as Random Forest Classifier, XGBoost, SVM Classifier and TabNet on PanStarrs DR1, 2MASS and WISE data.
University of Groningen Detection of extragalactic Ultra-Compact ...
Astroinformatics-based search for globular clusters in the Fornax Deep ... Efficient Fermi source identification with machine learning methods.
using machine learning to identify globular clusters with black hole ...
With our machine learning model, we were able to shortlist 18 Galactic GCs that are most likely to contain a BH subsystem. ... These results can ...
Generating astronomical catalogues from wide-field imaging ...
As a proof of concept, we explored the feasibility of various machine learning methods to aid the search for extragalactic globular clusters ( ...
Euclid preparation. Detecting globular clusters in the Euclid survey
We find that an automated machine-learning EGC-classification method based on real Euclid data of the Fornax galaxy cluster provides an ...
Reconstructing the Galactic merger history with machine learning
The authors train an artificial neural network to infer the progenitor galaxy that brought in a group of globular clusters.
Mentoring · Using machine learning to identify extragalactic globular cluster candidates from ground-based photometric surveys of M87 · Optical and X-ray follow- ...
Star Cluster Science with LSST | Project & Community Workshop
The Pros and Cons of Using Machine Learning Algorithms to Find Extragalactic Globular Clusters. Extragalactic globular clusters are home to a ...
Magellanic Cloud Globular Clusters - Deep Sky Observing
Then there are the hosts of extra-galactic globulars such as the 5 in ... find this more lauded than in the professional literature on the ...
Star Cluster Science with LSST - PCW 2021
Dage (McGill): The Pros and Cons of Using Machine Learning Algorithms to Find Extragalactic Globular Clusters. Each talk will be 10 min (8 ...
Galactic globular Clusters: A Journey with K-Means - LinkedIn
... through space data with machine learning. In this third article of ... identifying and classifying these galactic clusters using the K-Means ...
Astro Data Lab Publications | NOIRLab Science
... with Vera Rubin Observatory, 2022ApJS..258....5A. Barbisan, E., et al. 2022, MNRAS, 514, 943, Using machine learning to identify extragalactic globular ...
Extragalactic DSO's in M33 - Deep Sky Observing - Cloudy Nights
At this point, I'm looking for more detail on observing these objects - and what, in particular they are (Cluster, Globular, Nebula, HII region, ...
Emilia Barbisan (0000-0002-4279-4350) - ORCID
Using machine learning to identify extragalactic globular cluster candidates from ground-based photometric surveys of M87. Monthly Notices of the Royal ...
EXTRAGALACTIC GLOBULAR CLUSTERS WITH EUCLID AND ...
that the eye and trained machine-learning algorithms will recognize. At larger distances however, the separation between GCs and redshifted compact objects ...
Publications - HITS - Heidelberg Institute for Theoretical Studies
In situ or accreted? Using deep learning to infer the origin of extragalactic globular clusters from observables, Monthly Notices of the Royal Astronomical ...
Can star clusters exist outside of galaxies? - Quora
Yes, globular clusters are usually very loosely associated with their galaxies, and ... extragalactic stars collectively with the unaided eye in ...
Finding Black Holes with Black Boxes - Using Machine Learning to Identify Globular Clusters with Black ... On the fundamental line of galactic and extragalactic ...
Systematic Properties of Extragalactic Globular Clusters - SpringerLink
The globular cluster system of our own Galaxy has been used to determine the Sun's distance to the center of the Galaxy, to understand the basics of stellar ...