- Work address
-
Krijgslaan 281, S8
9000 Gent - Thomas.Hermans@UGent.be
- ORCID iD
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0000-0001-9522-1540
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Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder
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A new workflow to incorporate prior information in minimum gradient support (MGS) inversion of electrical resistivity and induced polarization data
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- Conference Paper
- open access
Estimation of spatially-structured subsurface parameters using variational autoencoders and gradient-based optimization
(2020) -
- Conference Paper
- open access
Geochemical characterization of groundwater and saltwater intrusion processes along the Luy River, Binh Thuan, Vietnam
(2020) -
3D aquifer characterization of the Hermalle-sous-Argenteau test site using crosshole ground-penetrating radar amplitude analysis and full-waveform inversion
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Improving BEL1D accuracy for geophysical imaging of the subsurface
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- Journal Article
- A1
- open access
Combining resistivity and frequency domain electromagnetic methods to investigate submarine groundwater discharge in the littoral zone
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- Conference Paper
- C3
- open access
Constraining gradient-based inversion with a variational autoencoder to reproduce geological patterns
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- Conference Paper
- C3
- open access
Assessment of magnetic data for landfill characterization by means of a probabilistic approach
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- Conference Paper
- C3
- open access
BEL1D : 1D imaging using geophysical data in the framework of Bayesian Evidential Learning