Thomas Hermans

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Experimental Design

Top Venues

Comput. Geosci.

Publications

Wouter Deleersnyder, David Dudal, Thomas Hermans
A multidimensional AI-trained correction to the 1D approximate model for Airborne TDEM sensing. Comput. Geosci. 188 (2024)
Pierre Goovaerts, Thomas Hermans, Peter F. Goossens, Ellen Van De Vijver
Comparison of Soft Indicator and Poisson Kriging for the Noise-Filtering and Downscaling of Areal Data: Application to Daily COVID-19 Incidence Rates. ISPRS Int. J. Geo Inf. 12 (8) (2023)
Wouter Deleersnyder, David Dudal, Thomas Hermans
Novel Airborne EM Image Appraisal Tool for Imperfect Forward Modeling. Remote. Sens. 14 (22) (2022)
Robin Thibaut, Eric Laloy, Thomas Hermans
A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area. CoRR (2021)
Jorge Lopez-Alvis, Eric Laloy, Frédéric Nguyen, Thomas Hermans
Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder. Comput. Geosci. 152 (2021)
Christin Bobe, Daan Hanssens, Thomas Hermans, Ellen Van De Vijver
Efficient Probabilistic Joint Inversion of Direct Current Resistivity and Small-Loop Electromagnetic Data. Algorithms 13 (6) (2020)
Hadrien Michel, Frédéric Nguyen, Thomas Kremer, Ann Elen, Thomas Hermans
1D geological imaging of the subsurface from geophysical data with Bayesian Evidential Learning. Comput. Geosci. 138 (2020)