most citedVIP -- Variational Inversion Package with example implementations of Bayesian tomographic imaging

7 citations · 7 across the 2 of their papers we have counts for

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physics.geo-ph2023

Bayesian Inversion, Uncertainty Analysis and Interrogation using Boosting Variational Inference

Xuebin Zhao, Andrew Curtis

Geoscientists use observed data to estimate properties of the Earth's interior. This often requires non-linear inverse problems to be solved and uncertainties to be estimated. Baye…

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…