90 citations · 137 across the 5 of their papers we have counts for
Showing 2020Show all
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physics.geo-ph2020★ 13 cited
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…
physics.geo-ph2020★ 90 cited
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…