83 citations · 309 across the 12 of their papers we have counts for
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3 papers · 1 filter
physics.geo-ph2019★ 83 cited
Seismic tomography using variational inference methods
Xin Zhang, Andrew Curtis
Seismic tomography is a methodology to image the interior of solid or fluid media, and is often used to map properties in the subsurface of the Earth. In order to better interpret…
physics.geo-ph2019★ 47 cited
Probabilistic Neural Network Tomography across Grane field (North Sea) from Surface Wave Dispersion Data
Stephanie Earp, Andrew Curtis, Xin Zhang +1
Surface wave tomography uses measured dispersion properties of surface waves to infer the spatial distribution of subsurface properties such as shear-wave velocities. These propert…
physics.comp-ph2019★ 40 cited
Probabilistic Neural-Network Based 2D Travel Time Tomography
Stephanie Earp, Andrew Curtis
Travel time tomography for the velocity structure of a medium is a highly non-linear and non-unique inverse problem. Monte Carlo methods are becoming increasingly common choices to…