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

A critical review of laboratory and in-situ hydraulic conductivity measurements for the Boom Clay in Belgium

(2013) Li Yu et al.   APPLIED CLAY SCIENCE

Unknown

(2013)   International Journal for Uncertainty Quantification

Sensitivity Analysis of a Combined Groundwater Flow and Solute Transport Model Using Local-Grid Refinement: A Case Study

(2012) Matej Gedeon et al.   Mathematical Geosciences

Estimation of Hydraulic Conductivity and Its Uncertainty from Grain-Size Data Using GLUE and Artificial Neural Networks

(2012) Bart Rogiers et al.   Mathematical Geosciences

Polynomial chaos expansion for global sensitivity analysis applied to a model of radionuclide migration in a randomly heterogeneous aquifer

(2012) Valentina Ciriello et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Reactive Transport Parameter Estimation and Global Sensitivity Analysis Using Sparse Polynomial Chaos Expansion

(2012) N. Fajraoui et al.   WATER AIR AND SOIL POLLUTION

Estimating effective model parameters for heterogeneous unsaturated flow using error models for bias correction

(2012) D. Erdal et al.   WATER RESOURCES RESEARCH

Review of surrogate modeling in water resources

(2012) Saman Razavi et al.   WATER RESOURCES RESEARCH

A sparse grid based Bayesian method for contaminant source identification

(2011) Lingzao Zeng et al.   ADVANCES IN WATER RESOURCES

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

Bayesian calibration of a large-scale geothermal reservoir model by a new adaptive delayed acceptance Metropolis Hastings algorithm

(2011) T. Cui et al.   WATER RESOURCES RESEARCH

Use of global sensitivity analysis and polynomial chaos expansion for interpretation of nonreactive transport experiments in laboratory-scale porous media

(2011) Noura Fajraoui 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 uncertainty quantification for flows in heterogeneous porous media using reversible jump Markov chain Monte Carlo methods

(2010) A. Mondal et al.   ADVANCES IN WATER RESOURCES

A stochastic collocation based Kalman filter for data assimilation

(2010) Lingzao Zeng et al.   COMPUTATIONAL GEOSCIENCES

Uncertainty evaluation of mass discharge estimates from a contaminated site using a fully Bayesian framework

(2010) Mads Troldborg et al.   WATER RESOURCES RESEARCH

Optimization and uncertainty assessment of strongly nonlinear groundwater models with high parameter dimensionality

(2010) Elizabeth H. Keating et al.   WATER RESOURCES RESEARCH

A formal likelihood function for parameter and predictive inference of hydrologic models with correlated, heteroscedastic, and non-Gaussian errors

(2010) Gerrit Schoups et al.   WATER RESOURCES RESEARCH

Bayesian inverse problem and optimization with iterative spatial resampling

(2010) Grégoire Mariethoz et al.   WATER RESOURCES RESEARCH

Bayesian geostatistical design: Task-driven optimal site investigation when the geostatistical model is uncertain

(2010) W. Nowak et al.   WATER RESOURCES RESEARCH

A Stochastic Collocation Approach to Bayesian Inference in Inverse Problems

(2009) Youssef Marzouk et al.   Communications in Computational Physics

Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

(2009) Andrea Saltelli et al.   COMPUTER PHYSICS COMMUNICATIONS

Characterization of reservoir simulation models using a polynomial chaos-based ensemble Kalman filter

(2009) George Saad et al.   WATER RESOURCES RESEARCH

Stochastic analysis of unsaturated flow with probabilistic collocation method

(2009) Weixuan Li et al.   WATER RESOURCES RESEARCH

Calibration-constrained Monte Carlo analysis of highly parameterized models using subspace techniques

(2009) Matthew Tonkin et al.   WATER RESOURCES RESEARCH

Efficient uncertainty quantification techniques in inverse problems for Richards’ equation using coarse-scale simulation models

(2008) P. Dostert et al.   ADVANCES IN WATER RESOURCES

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

(2008) Youssef M. Marzouk et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Uncertainty assessment and data worth in groundwater flow and mass transport modeling using a blocking Markov chain Monte Carlo method

(2008) Jianlin Fu et al.   JOURNAL OF HYDROLOGY

An Anisotropic Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data

(2008) F. Nobile et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

A Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data

(2008) F. Nobile et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Differential Evolution Markov Chain with snooker updater and fewer chains

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

Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation

(2008) Jasper A. Vrugt et al.   WATER RESOURCES RESEARCH

Global sensitivity analysis using polynomial chaos expansions

(2007) Bruno Sudret   RELIABILITY ENGINEERING & SYSTEM SAFETY