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20202022
most citedDeep generative models in inversion: a review and development of a new approach based on a variational autoencoder

90 citations · 137 across the 5 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

physics.geo-ph2022★ 10 cited

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…

physics.geo-ph2022★ 22 cited

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…