163 citations · 214 across the 8 of their papers we have counts for
9 papers
The NEMESIS general YSO catalogue - I. Supervised classification with deep learning methods
G. Marton, M. Madarász, J. Roquette +4
In modern large-scale surveys, young stellar objects (YSOs) are mostly identified by the infrared excess in their spectral energy distributions (SEDs). To this end, YSO identificat…
Linking Young Stellar Object Morphology to Evolutionary Stages with Self-Organizing Maps
David Hernandez, Odysseas Dionatos, Marc Audard +5
Studies in the past few decades have investigated young stellar object evolution based on their spectral energy distribution (SED). The SED is heavily influenced not only by evolut…
Exploring Young Stellar Variability with Gaia DR3 light curves
Chloé Mas, Julia Roquette, Marc Audard +5
Context: Photometric variability is a defining characteristic of young stellar objects (YSO), which can be traced back to a range of physical processes taking place at different st…
A Deep Neural Network Approach to Compact Source Removal
M. Madarász, G. Marton, I. Gezer +5
Analysing extended emission in photometric observations of star-forming regions requires maps free from compact foreground, embedded, and background sources, which can interfere wi…
SED Modeling of Young Stellar Objects in the Orion Star Formation Complex
Ilknur Gezer, Gábor Marton, Julia Roquette +4
We performed a large-scale spectral energy distribution (SED) fitting analysis for young stellar objects (YSOs) in the Orion star formation complex (OSFC) to derive key physical pa…
The NEMESIS Catalogue of Young Stellar Objects for the Orion Star Formation Complex. I. General description of data curation
J. Roquette, M. Audard, D. Hernandez +5
The past decade has seen a rise in the use of Machine Learning methods in the study of young stellar evolution. This trend has led to a growing need for a comprehensive database of…
The new Herschel/PACS Point Source Catalogue
Gábor Marton, Ilknur Gezer, Máté Madarász +6
Herschel operated as an observatory, therefore it did not cover the whole sky, but still observed ~8% of it. The first version of an overall Herschel/PACS Point Source Catalogue wa…
Multiwavelength study of the high-latitude cloud L1642: chain of star formation
J. Malinen, M. Juvela, S. Zahorecz +16
L1642 is one of the two high galactic latitude (|b| > 30deg) clouds confirmed to have active star formation. We examine the properties of this cloud, especially the large-scale str…
Galactic cold cores III. General cloud properties
M. Juvela, I. Ristorcelli, L. Pagani +15
We examine the cloud structure around the Planck detections in 71 fields observed with the Herschel SPIRE instrument. We wish to determine the general physical characteristics of t…