90 citations · 137 across the 5 of their papers we have counts for
4 papers · 1 filter
Novel Airborne EM Image Appraisal Tool for Imperfect Forward Modelling
Wouter Deleersnyder, David Dudal, Thomas Hermans
Full 3D inversion of time-domain Airborne ElectroMagnetic (AEM) data requires specialists' expertise and a tremendous amount of computational resources, not readily available to ev…
Flexible quasi-2D inversion of time-domain AEM data, using a wavelet-based complexity measure
Wouter Deleersnyder, Benjamin Maveau, David Dudal +1
Regularization methods improve the stability of ill-posed inverse problems by introducing some a priori characteristics for the solution such as smoothness or sharpness. In this co…
Inversion of electromagnetic induction data using a novel wavelet-based and scale-dependent regularization term
Wouter Deleersnyder, Benjamin Maveau, Thomas Hermans +1
The inversion of electromagnetic induction data to a conductivity profile is an ill-posed problem. Regularization improves the stability of the inversion and, based on Occam's razo…
Deep generative models in inversion: a review and development of a new approach based on a variational autoencoder
Jorge Lopez-Alvis, Eric Laloy, Frédéric Nguyen +1
When solving inverse problems in geophysical imaging, deep generative models (DGMs) may be used to enforce the solution to display highly structured spatial patterns which are supp…