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Researcher
Wouter Dobbels
Profile
Projects
Publications
Activities
Awards & Distinctions
18
Results
2021
A machine learning relation between dust and stars in galaxies
Wouter Dobbels
Maarten Baes
Dissertation
2021
A nearby galaxy perspective on dust evolution : scaling relations and constraints on the dust build-up in galaxies with the DustPedia and DGS samples
Frédéric Galliano
Angelos Nersesian
Simone Bianchi
Ilse De Looze
Sambit Roychowdhury
Maarten Baes
Viviana Casasola
Letizia P. Cassará
Wouter Dobbels
Jacopo Fritz
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2021
Predicting far-infrared maps of galaxies via machine learning techniques
Wouter Dobbels
Maarten Baes
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2021
Probing the spectral shape of dust emission with the DustPedia galaxy sample
Angelos Nersesian
Wouter Dobbels
Emmanuel M Xilouris
Maarten Baes
Simone Bianchi
Viviana Casasola
Christopher J R Clark
Ilse De Looze
Frédéric Galliano
Suzanne C Madden
et al.
A1
Journal Article
in
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
2021
2020
High-resolution, 3D radiative transfer modelling : IV. AGN-powered dust heating in NGC 1068
Sébastien Viaene
Angelos Nersesian
Jacopo Fritz
Sam Verstocken
Maarten Baes
S. Bianchi
V. Casasola
L. Cassarà
C. Clark
J. Davies
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
High-resolution, 3D radiative transfer modelling : V. A detailed model of the M51 interacting pair
Angelos Nersesian
Sébastien Viaene
Ilse De Looze
Maarten Baes
Emmanuel M. Xilouris
Matthew W. L. Smith
Simone Bianchi
Viviana Casasola
Letizia P. Cassara
Christopher J. R. Clark
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
High-resolution, 3D radiative transfer modelling : V. A detailed model of the M 51 interacting pair
Angelos Nersesian
Sébastien Viaene
Ilse De Looze
Maarten Baes
Emmanuel M. Xilouris
Matthew W. L. Smith
Simone Bianchi
Viviana Casasola
Letizia P. Cassarà
Christopher J. R. Clark
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
High-resolution, 3D radiative transfer modelling. II : the early-type spiral galaxy M 81
Sam Verstocken
Angelos Nersesian
Maarten Baes
Sébastien Viaene
Simone Bianchi
Viviana Casasola
Christopher J. R. Clark
Jonathan I. Davies
Ilse De Looze
Pieter De Vis
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
Nonparametric galaxy morphology from UV to submm wavelengths
Maarten Baes
Angelos Nersesian
Viviana Casasola
Simone Bianchi
Letizia P. Cassarà
Christopher J. R. Clark
Ilse De Looze
Wouter Dobbels
Jacopo Fritz
Maud Galametz
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
Predicting the global far-infrared SED of galaxies via machine learning techniques
Wouter Dobbels
Maarten Baes
Sébastien Viaene
S. Bianchi
J. I. Davies
V. Casasola
C. J. R. Clark
J. Fritz
M. Galametz
F. Galliano
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
Reproducing the Universe : a comparison between the EAGLE simulations and the nearby DustPedia galaxy sample
Ana Trčka
Maarten Baes
Peter Camps
Sharon Meidt van der Wel
James Trayford
Simone Bianchi
Viviana Casasola
Letizia P Cassarà
Ilse De Looze
Pieter De Vis
et al.
A1
Journal Article
in
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
2020
The ISM scaling relations in DustPedia late-type galaxies : a benchmark study for the Local Universe
V Casasola
S Bianchi
P De Vis
L Magrini
E Corbelli
CJR Clark
J Fritz
Angelos Nersesian
Sébastien Viaene
Maarten Baes
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2020
2019
Dust emissivity and absorption cross section in DustPedia late-type galaxies
S Bianchi
V Casasola
Maarten Baes
CJR Clark
E Corbelli
JI Davies
Ilse De Looze
P De Vis
Wouter Dobbels
M Galametz
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2019
Morphology-assisted galaxy mass-to-light predictions using deep learning
Wouter Dobbels
S Krier
S Pirson
Sébastien Viaene
Gert De Geyter
S Salim
Maarten Baes
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2019
Old and young stellar populations in DustPedia galaxies and their role in dust heating
Angelos Nersesian
EM Xilouris
S Bianchi
F Galliano
AP Jones
Maarten Baes
V Casasola
LP Cassara
CJR Clark
JI Davies
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2019
The cosmic spectral energy distribution in the EAGLE simulation
Maarten Baes
Ana Trčka
Peter Camps
Angelos Nersesian
James Trayford
Tom Theuns
Wouter Dobbels
A1
Journal Article
in
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
2019
The first maps of κd - the dust mass absorption coefficient - in nearby galaxies, with DustPedia
CJR Clark
P De Vis
Maarten Baes
S Bianchi
V Casasola
LP Cassarà
JI Davies
Wouter Dobbels
S Lianou
Ilse De Looze
et al.
A1
Journal Article
in
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
2019
2018
Fraction of bolometric luminosity absorbed by dust in DustPedia galaxies
S Bianchi
P De Vis
Sébastien Viaene
Angelos Nersesian
AV Mosenkov
EM Xilouris
Maarten Baes
V Casasola
LP Cassarà
CJR Clark
et al.
A1
Journal Article
in
ASTRONOMY & ASTROPHYSICS
2018