389 citations
- Centre National de la Recherche ScientifiqueFR26 papers
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Showing 2021 · physics.geo-phShow all
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physics.geo-ph2021★ 10 cited
Using deep generative neural networks to account for model errors in Markov chain Monte Carlo inversion
Shiran Levy, Jürg Hunziker, Eric Laloy +2
Most geophysical inverse problems are nonlinear and rely upon numerical forward solvers involving discretization and simplified representations of the underlying physics. As a resu…
physics.geo-ph2021★ 13 cited
Adaptive sequential Monte Carlo for posterior inference and model selection among complex geological priors
M. Amaya, N. Linde, E. Laloy
Bayesian model selection enables comparison and ranking of conceptual subsurface models described by spatial prior models, according to the support provided by available geophysica…