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)

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)

A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area. - Robin Thibaut; Eric Laloy; Thomas Hermans (CoRR, 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)

Novel Airborne EM Image Appraisal Tool for Imperfect Forward Modeling. - Wouter Deleersnyder; David Dudal; Thomas Hermans (Remote. Sens., 2022)

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., 2023)

A multidimensional AI-trained correction to the 1D approximate model for Airborne TDEM sensing. - Wouter Deleersnyder; David Dudal; Thomas Hermans (Comput. Geosci., 2024)