Summary statistics from training images as prior information in probabilistic inversion

Probabilistic electrical resistivity tomography of a CO2 sequestration analog

(2014) Tobias Lochbühler et al.   JOURNAL OF APPLIED GEOPHYSICS

Approximate Bayesian Computation using Markov Chain Monte Carlo simulation: DREAM(ABC)

(2014) Mojtaba Sadegh et al.   WATER RESOURCES RESEARCH

Two-dimensional probabilistic inversion of plane-wave electromagnetic data: methodology, model constraints and joint inversion with electrical resistivity data

(2013) Marina Rosas-Carbajal et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Conditioning of Multiple-Point Statistics Facies Simulations to Tomographic Images

(2013) Tobias Lochbühler 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

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

(2012) Thomas Mejer Hansen et al.   COMPUTATIONAL GEOSCIENCES

A practical guide to performing multiple-point statistical simulations with the Direct Sampling algorithm

(2012) Eef Meerschman et al.   COMPUTERS & GEOSCIENCES

SIPPI: A Matlab toolbox for sampling the solution to inverse problems with complex prior information

(2012) Thomas Mejer Hansen et al.   COMPUTERS & GEOSCIENCES

SIPPI: A Matlab toolbox for sampling the solution to inverse problems with complex prior information

(2012) Thomas Mejer Hansen et al.   COMPUTERS & GEOSCIENCES

Bayesian inversion of CSEM and magnetotelluric data

(2012) Arild Buland et al.   GEOPHYSICS

Monte Carlo full-waveform inversion of crosshole GPR data using multiple-point geostatistical a priori information

(2012) Knud Skou Cordua et al.   GEOPHYSICS

A Frequency Matching Method: Solving Inverse Problems by Use of Geologically Realistic Prior Information

(2012) Katrine Lange et al.   Mathematical Geosciences

Bayesian Markov-Chain-Monte-Carlo Inversion of Time-Lapse Crosshole GPR Data to Characterize the Vadose Zone at the Arrenaes Site, Denmark

(2012) Marie Scholer et al.   VADOSE ZONE JOURNAL

Fast solution of geophysical inversion using adaptive mesh, space-filling curves and wavelet compression

(2011) Kristofer Davis et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

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

Three-dimensional high resolution fluvio-glacial aquifer analog – Part 2: Geostatistical modeling

(2011) A. Comunian et al.   JOURNAL OF HYDROLOGY

Three-dimensional high resolution fluvio-glacial aquifer analog: Part 1: Field study

(2011) P. Bayer et al.   JOURNAL OF HYDROLOGY

Conditioning Facies Simulations with Connectivity Data

(2011) Philippe Renard et al.   Mathematical Geosciences

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

Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements

(2010) Behnam Jafarpour   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Stochastic Simulation of Patterns Using Distance-Based Pattern Modeling

(2010) Mehrdad Honarkhah et al.   Mathematical Geosciences

Corruption of accuracy and efficiency of Markov chain Monte Carlo simulation by inaccurate numerical implementation of conceptual hydrologic models

(2010) G. Schoups et al.   WATER RESOURCES RESEARCH

Bayesian inverse problem and optimization with iterative spatial resampling

(2010) Grégoire Mariethoz et al.   WATER RESOURCES RESEARCH

Stochastic inversion of tracer test and electrical geophysical data to estimate hydraulic conductivities

(2010) James Irving et al.   WATER RESOURCES RESEARCH

A new MCMC algorithm for seismic waveform inversion and corresponding uncertainty analysis

(2009) Tiancong Hong et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Seismic tomography with the reversible jump algorithm

(2009) Thomas Bodin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Transform-domain sparsity regularization for inverse problems in geosciences

(2009) Behnam Jafarpour et al.   GEOPHYSICS

Application of multiple-point geostatistics on modelling groundwater flow and transport in a cross-bedded aquifer (Belgium)

(2009) Marijke Huysmans et al.   HYDROGEOLOGY JOURNAL

Multiple-Point Simulations Constrained by Continuous Auxiliary Data

(2009) Tatiana L. Chugunova et al.   Mathematical Geosciences

Compressed History Matching: Exploiting Transform-Domain Sparsity for Regularization of Nonlinear Dynamic Data Integration Problems

(2009) Behnam Jafarpour et al.   Mathematical Geosciences

Scope of validity of PSNR in image/video quality assessment

(2008) Q. Huynh-Thu et al.   ELECTRONICS LETTERS

Visualization of active faults using geometric attributes of 3D GPR data: An example from the Alpine Fault Zone, New Zealand

(2008) Alastair F. McClymont et al.   GEOPHYSICS

Seismic inversion combining rock physics and multiple-point geostatistics

(2008) Ezequiel F. González et al.   GEOPHYSICS

Differential Evolution Markov Chain with snooker updater and fewer chains

(2008) Cajo J. F. ter Braak et al.   STATISTICS AND COMPUTING

Multiple-point geostatistics for modeling subsurface heterogeneity: A comprehensive review

(2008) L. Y. Hu et al.   WATER RESOURCES RESEARCH