Assessment of parametric uncertainty for groundwater reactive transport modeling

A strategy for improved computational efficiency of the method of anchored distributions

(2013) Matthew William Over et al.   WATER RESOURCES RESEARCH

An adaptive sparse-grid high-order stochastic collocation method for Bayesian inference in groundwater reactive transport modeling

(2013) Guannan Zhang et al.   WATER RESOURCES RESEARCH

Effects of error covariance structure on estimation of model averaging weights and predictive performance

(2013) Dan Lu 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

Assessment and management of risk in subsurface hydrology: A review and perspective

(2012) Daniel M. Tartakovsky   ADVANCES IN WATER RESOURCES

Comparing Nonlinear Regression and Markov Chain Monte Carlo Methods for Assessment of Prediction Uncertainty in Vadose Zone Modeling

(2012) Xiaoqing Shi et al.   VADOSE ZONE JOURNAL

Review of surrogate modeling in water resources

(2012) Saman Razavi et al.   WATER RESOURCES RESEARCH

Analysis of regression confidence intervals and Bayesian credible intervals for uncertainty quantification

(2012) Dan Lu et al.   WATER RESOURCES RESEARCH

Towards a comprehensive assessment of model structural adequacy

(2012) Hoshin V. Gupta et al.   WATER RESOURCES RESEARCH

Review of strategies for handling geological uncertainty in groundwater flow and transport modeling

(2011) Jens Christian Refsgaard et al.   ADVANCES IN WATER RESOURCES

Equilibrium modeling of U(VI) speciation in high carbonate groundwaters: Model error and propagation of uncertainty

(2011) Janet J. Leavitt et al.   APPLIED GEOCHEMISTRY

Solving iTOUGH2 simulation and optimization problems using the PEST protocol

(2011) Stefan Finsterle et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

Dependence of Bayesian Model Selection Criteria and Fisher Information Matrix on Sample Size

(2011) Dan Lu et al.   Mathematical Geosciences

Pursuing the method of multiple working hypotheses for hydrological modeling

(2011) Martyn P. Clark 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

Stochastic estimation of aquifer geometry using seismic refraction data with borehole depth constraints

(2010) Jinsong Chen et al.   WATER RESOURCES RESEARCH

Comment on “Inverse groundwater modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window” by Frank T.-C. Tsai and Xiaobao Li

(2010) Ming Ye 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

A Bayesian approach for inverse modeling, data assimilation, and conditional simulation of spatial random fields

(2010) Yoram Rubin et al.   WATER RESOURCES RESEARCH

A Model-Averaging Method for Assessing Groundwater Conceptual Model Uncertainty

(2009) Ming Ye et al.   Groundwater

Improving parameter estimation for column experiments by multi-model evaluation and comparison

(2009) Guoping Tang et al.   JOURNAL OF HYDROLOGY

Probability density functions for advective-reactive transport with uncertain reaction rates

(2009) Daniel M. Tartakovsky et al.   WATER RESOURCES RESEARCH

Evaluating uncertainty in integrated environmental models: A review of concepts and tools

(2009) L. Shawn Matott et al.   WATER RESOURCES RESEARCH

Calibration of complex subsurface reaction models using a surrogate-model approach

(2008) L. Shawn Matott et al.   ADVANCES IN WATER RESOURCES

A comparison between Gauss-Newton and Markov-chain Monte Carlo–based methods for inverting spectral induced-polarization data for Cole-Cole parameters

(2008) Jinsong Chen et al.   GEOPHYSICS

Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces

(2008) J.A. Vrugt et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

So just why would a modeller choose to be incoherent?

(2008) Keith J. Beven et al.   JOURNAL OF HYDROLOGY

Differential Evolution Markov Chain with snooker updater and fewer chains

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

Inverse Modeling of Subsurface Flow and Transport Properties: A Review with New Developments

(2008) Jasper A. Vrugt et al.   VADOSE ZONE JOURNAL

On model selection criteria in multimodel analysis

(2008) Ming Ye et al.   WATER RESOURCES RESEARCH

Scale-dependent desorption of uranium from contaminated subsurface sediments

(2008) Chongxuan Liu et al.   WATER RESOURCES RESEARCH

Bayesian methods in hydrologic modeling: A study of recent advancements in Markov chain Monte Carlo techniques

(2008) Tyler Jon Smith et al.   WATER RESOURCES RESEARCH

Calibration of subsurface batch and reactive-transport models involving complex biogeochemical processes

(2007) L. Shawn Matott et al.   ADVANCES IN WATER RESOURCES