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physics.geo-ph2023★ 7 cited
VIP -- Variational Inversion Package with example implementations of Bayesian tomographic imaging
Xin Zhang, Andrew Curtis
Bayesian inference has become an important tool to solve inverse problems and to quantify uncertainties in their solutions. Variational inference is a method that provides probabil…
physics.geo-ph2023★ 1 cited
Bayesian Variational Time-lapse Full-waveform Inversion
Xin Zhang, Andrew Curtis
Time-lapse seismic full-waveform inversion (FWI) provides estimates of dynamic changes in the subsurface by performing multiple seismic surveys at different times. Since FWI proble…