An Iterative Local Updating Ensemble Smoother for Estimation and Uncertainty Assessment of Hydrologic Model Parameters With Multimodal Distributions

Efficient evaluation of small failure probability in high-dimensional groundwater contaminant transport modeling via a two-stage Monte Carlo method

(2017) Jiangjiang Zhang et al.   WATER RESOURCES RESEARCH

Markov chain Monte Carlo simulation using the DREAM software package: Theory, concepts, and MATLAB implementation

(2016) Jasper A. Vrugt   ENVIRONMENTAL MODELLING & SOFTWARE

Inverse regression-based uncertainty quantification algorithms for high-dimensional models: Theory and practice

(2016) Weixuan Li et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation

(2016) P. L. Houtekamer et al.   MONTHLY WEATHER REVIEW

An adaptive Gaussian process-based method for efficient Bayesian experimental design in groundwater contaminant source identification problems

(2016) Jiangjiang Zhang et al.   WATER RESOURCES RESEARCH

Gaussian Mixture Model-Based Ensemble Kalman Filtering for State and Parameter Estimation for a PMMA Process

(2016) Ruoxia Li et al.   Processes

A Bayesian approach to improved calibration and prediction of groundwater models with structural error

(2015) Tianfang Xu et al.   WATER RESOURCES RESEARCH

Efficient Bayesian experimental design for contaminant source identification

(2015) Jiangjiang Zhang et al.   WATER RESOURCES RESEARCH

A multimodel data assimilation framework via the ensemble Kalman filter

(2014) Liang Xue et al.   WATER RESOURCES RESEARCH

Inverse methods in hydrogeology: Evolution and recent trends

(2013) Haiyan Zhou et al.   ADVANCES IN WATER RESOURCES

Clustered iterative stochastic ensemble method for multi-modal calibration of subsurface flow models

(2013) Ahmed H. Elsheikh et al.   JOURNAL OF HYDROLOGY

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

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

History matching time-lapse seismic data using the ensemble Kalman filter with multiple data assimilations

(2012) Alexandre A. Emerick et al.   COMPUTATIONAL GEOSCIENCES

Ensemble smoother with multiple data assimilation

(2012) Alexandre A. Emerick et al.   COMPUTERS & GEOSCIENCES

Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography

(2012) A. Schöniger et al.   WATER RESOURCES RESEARCH

An approach to handling non-Gaussianity of parameters and state variables in ensemble Kalman filtering

(2011) Haiyan Zhou et al.   ADVANCES IN WATER RESOURCES

A sparse grid based Bayesian method for contaminant source identification

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

An Iterative Ensemble Kalman Filter

(2011) Rolf J. Lorentzen et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

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

Ensemble Randomized Maximum Likelihood Method as an Iterative Ensemble Smoother

(2011) Yan Chen et al.   Mathematical Geosciences

Multimodal ensemble Kalman filtering using Gaussian mixture models

(2010) Laura Dovera et al.   COMPUTATIONAL GEOSCIENCES

History matching of facies distribution with the EnKF and level set parameterization

(2010) Haibin Chang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Ensemble smoother assimilation of hydraulic head and return flow data to estimate hydraulic conductivity distribution

(2010) R. Bailey et al.   WATER RESOURCES RESEARCH

Inverse problems: A Bayesian perspective

(2010) A. M. Stuart   ACTA NUMERICA

Estimating Channelized-Reservoir Permeabilities With the Ensemble Kalman Filter: The Importance of Ensemble Design

(2009) Behnam Jafarpour et al.   SPE JOURNAL

Sequential updating of multimodal hydrogeologic parameter fields using localization and clustering techniques

(2009) Alexander Y. Sun et al.   WATER RESOURCES RESEARCH

Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling?

(2008) Jasper A. Vrugt et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

Conceptual model uncertainty in groundwater modeling: Combining generalized likelihood uncertainty estimation and Bayesian model averaging

(2008) Rodrigo Rojas et al.   WATER RESOURCES RESEARCH