The physics that describes the seismic response of an interval of saturated porous rocks with
known petrophysical properties is relatively well understood and includes rock physics …

Reservoir simulation models are used to forecast future reservoir behavior and to optimally
manage reservoir production. These models require specification of hundreds of thousands …

Combining different sources of information about the subsurface is an inherent challenge in
the process of making realistic geological and hydrostratigraphic models. Often the available …

Seismic facies classification aims to predict a facies model, or a set of facies models, from
measured seismic data. We focus on stochastic classification methods to estimate the …

We present a Bayesian tomography framework operating with prior-knowledge-based
parametrization that is accelerated by surrogate models. Standard high-fidelity forward …

The analysis of surface wave dispersion curves is a way to infer the vertical distribution of
shear wave velocity. The range of applicability is extremely wide: going, for example, from …

In geophysical inverse problems, the posterior model can be analytically assessed only in
case of linear forward operators, Gaussian, Gaussian mixture, or generalized Gaussian prior …

Nitrate contamination of subsurface aquifers is an ongoing environmental challenge due to
nitrogen (N) leaching from intensive N fertilization and management on agricultural fields …

ABSTRACT A reliable assessment of the posterior uncertainties is a crucial aspect of any
amplitude versus angle (AVA) inversion due to the severe ill-conditioning of this inverse …

The solution to a probabilistic inverse problem is the posterior probability distribution for
which a full analytic expression is rarely possible. Sampling methods are therefore often …