Thomas Hermans

According to our database, Thomas Hermans authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A multidimensional AI-trained correction to the 1D approximate model for Airborne TDEM sensing.

Wouter Deleersnyder, David Dudal, Thomas Hermans

Comput. Geosci., 2024

2023

Comparison of Soft Indicator and Poisson Kriging for the Noise-Filtering and Downscaling of Areal Data: Application to Daily COVID-19 Incidence Rates.

Pierre Goovaerts, Thomas Hermans, Peter F. Goossens, Ellen Van De Vijver

ISPRS Int. J. Geo Inf., August, 2023

2022

Novel Airborne EM Image Appraisal Tool for Imperfect Forward Modeling.

Wouter Deleersnyder, David Dudal, Thomas Hermans

Remote. Sens., 2022

2021

Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder.

Jorge Lopez-Alvis, Eric Laloy, Frédéric Nguyen, Thomas Hermans

Comput. Geosci., 2021

A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area.

Robin Thibaut, Eric Laloy, Thomas Hermans

CoRR, 2021

2020

1D geological imaging of the subsurface from geophysical data with Bayesian Evidential Learning.

Hadrien Michel, Frédéric Nguyen, Thomas Kremer, Ann Elen, Thomas Hermans

Comput. Geosci., 2020

Efficient Probabilistic Joint Inversion of Direct Current Resistivity and Small-Loop Electromagnetic Data.

Christin Bobe, Daan Hanssens, Thomas Hermans, Ellen Van De Vijver

Algorithms, 2020