Researcher
Wouter Dobbels
- Keywords:far-infrared, interstellar dust, Machine Learning
- Disciplines:Infrared and optical astronomy, Cosmology and extragalactic astronomy
Affiliations
- Department of Physics and astronomy (Department)
Member
From29 Aug 2017 → 30 Sep 2021
Projects
1 - 1 of 1
- The infrared emission of galaxies via machine learning techniquesFrom1 Oct 2017 → 30 Sep 2021Funding: FWO fellowships
Publications
1 - 10 of 18
- Predicting far-infrared maps of galaxies via machine learning techniques(2021)
Authors: Wouter Dobbels, Maarten Baes
- Probing the spectral shape of dust emission with the DustPedia galaxy sample(2021)
Authors: 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.
Pages: 3986 - 3995 - A machine learning relation between dust and stars in galaxies(2021)
Authors: Wouter Dobbels
- A nearby galaxy perspective on dust evolution : scaling relations and constraints on the dust build-up in galaxies with the DustPedia and DGS samples(2021)
Authors: Frédéric Galliano, Angelos Nersesian, Simone Bianchi, Ilse De Looze, Sambit Roychowdhury, Maarten Baes, Viviana Casasola, Letizia P. Cassará, Wouter Dobbels, Jacopo Fritz, et al.
- High-resolution, 3D radiative transfer modelling : V. A detailed model of the M51 interacting pair(2020)
Authors: 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.
- Nonparametric galaxy morphology from UV to submm wavelengths(2020)
Authors: 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.
- The ISM scaling relations in DustPedia late-type galaxies : a benchmark study for the Local Universe(2020)
Authors: V Casasola, S Bianchi, P De Vis, L Magrini, E Corbelli, CJR Clark, J Fritz, Angelos Nersesian, Sébastien Viaene, Maarten Baes, et al.
- High-resolution, 3D radiative transfer modelling. II : the early-type spiral galaxy M 81(2020)
Authors: 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.
- High-resolution, 3D radiative transfer modelling : V. A detailed model of the M 51 interacting pair(2020)
Authors: 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.
- Reproducing the Universe : a comparison between the EAGLE simulations and the nearby DustPedia galaxy sample(2020)
Authors: 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.
Pages: 2823 - 2838