Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network

Posterior population expansion for solving inverse problems

(2017) C. Jäggli et al.   WATER RESOURCES RESEARCH

HYPPS: A hybrid geostatistical modeling algorithm for subsurface modeling

(2017) Pejman Tahmasebi   WATER RESOURCES RESEARCH

Merging parallel tempering with sequential geostatistical resampling for improved posterior exploration of high-dimensional subsurface categorical fields

(2016) Eric Laloy et al.   ADVANCES IN WATER RESOURCES

Enhancing multiple-point geostatistical modeling: 1. Graph theory and pattern adjustment

(2016) Pejman Tahmasebi et al.   WATER RESOURCES RESEARCH

Patch-based iterative conditional geostatistical simulation using graph cuts

(2016) Xue Li et al.   WATER RESOURCES RESEARCH

Enhancing multiple-point geostatistical modeling: 2. Iterative simulation and multiple distance function

(2016) Pejman Tahmasebi et al.   WATER RESOURCES RESEARCH

Geological realism in hydrogeological and geophysical inverse modeling: A review

(2015) Niklas Linde et al.   ADVANCES IN WATER RESOURCES

Summary statistics from training images as prior information in probabilistic inversion

(2015) Tobias Lochbühler et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Image synthesis with graph cuts: a fast model proposal mechanism in probabilistic inversion

(2015) Tobias Zahner et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A pseudo genetic model of coarse braided-river deposits

(2015) Guillaume Pirot et al.   WATER RESOURCES RESEARCH

Probabilistic inference of multi-Gaussian fields from indirect hydrological data using circulant embedding and dimensionality reduction

(2015) Eric Laloy et al.   WATER RESOURCES RESEARCH

A New Differentiable Parameterization Based on Principal Component Analysis for the Low-Dimensional Representation of Complex Geological Models

(2014) Hai X. Vo et al.   Mathematical Geosciences

Distributed Soil Moisture from Crosshole Ground-Penetrating Radar Travel Times using Stochastic Inversion

(2013) Niklas Linde et al.   VADOSE ZONE JOURNAL

Hydraulic conductivity imaging from 3-D transient hydraulic tomography at several pumping/observation densities

(2013) Michael Cardiff et al.   WATER RESOURCES RESEARCH

Efficient posterior exploration of a high-dimensional groundwater model from two-stage Markov chain Monte Carlo simulation and polynomial chaos expansion

(2013) Eric Laloy et al.   WATER RESOURCES RESEARCH

Inverse problems with non-trivial priors: efficient solution through sequential Gibbs sampling

(2012) Thomas Mejer Hansen et al.   COMPUTATIONAL GEOSCIENCES

Mass conservative three-dimensional water tracer distribution from Markov chain Monte Carlo inversion of time-lapse ground-penetrating radar data

(2012) Eric Laloy et al.   WATER RESOURCES RESEARCH

Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling

(2011) J. A. Vrugt et al.   INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION

The Direct Sampling method to perform multiple-point geostatistical simulations

(2011) Gregoire Mariethoz et al.   WATER RESOURCES RESEARCH

High-dimensional posterior exploration of hydrologic models using multiple-try DREAM(ZS) and high-performance computing

(2011) Eric Laloy et al.   WATER RESOURCES RESEARCH

Bayesian inverse problem and optimization with iterative spatial resampling

(2010) Grégoire Mariethoz et al.   WATER RESOURCES RESEARCH