Evaluating Two Sparse Grid Surrogates for Bayesian Uncertainty Quantification

[1]  Ming Ye,et al.  Assessment of parametric uncertainty for groundwater reactive transport modeling , 2014 .

[2]  Ming Ye,et al.  An adaptive sparse‐grid high‐order stochastic collocation method for Bayesian inference in groundwater reactive transport modeling , 2013 .

[3]  M. Gunzburger,et al.  A SPARSE-GRID METHOD FOR MULTI-DIMENSIONAL BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS * , 2013 .

[4]  Dongxiao Zhang,et al.  A sparse grid based Bayesian method for contaminant source identification , 2012 .

[5]  Dong Wang,et al.  Sensitivity analysis of the probability distribution of groundwater level series based on information entropy , 2012, Stochastic Environmental Research and Risk Assessment.

[6]  S. P. Neuman,et al.  Multimodel Bayesian analysis of data-worth applied to unsaturated fractured tuffs , 2012 .

[7]  Jasper A. Vrugt,et al.  High‐dimensional posterior exploration of hydrologic models using multiple‐try DREAM(ZS) and high‐performance computing , 2012 .

[8]  Jasper A. Vrugt,et al.  UvA-DARE ( Digital Academic Repository ) DREAM ( D ) : An adaptive Markov chain Monte Carlo simulation algorithm to solve discrete , noncontinuous , and combinatorial posterior parameter estimation problems , 2011 .

[9]  Q. Kang,et al.  Optimization and uncertainty assessment of strongly nonlinear groundwater models with high parameter dimensionality , 2010 .

[10]  Haibin Chang,et al.  A comparative study of numerical approaches to risk assessment of contaminant transport , 2010 .

[11]  Xiang Ma,et al.  An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations , 2009, J. Comput. Phys..

[12]  D. Higdon,et al.  Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling , 2009 .

[13]  Alain Dassargues,et al.  Conceptual model uncertainty in groundwater modeling: Combining generalized likelihood uncertainty estimation and Bayesian model averaging , 2008 .

[14]  Ahmed E. Hassan,et al.  Uncertainty assessment of a stochastic groundwater flow model using GLUE analysis , 2008 .

[15]  Stefan M. Wild,et al.  Bayesian Calibration and Uncertainty Analysis for Computationally Expensive Models Using Optimization and Radial Basis Function Approximation , 2008 .

[16]  S. P. Neuman,et al.  On model selection criteria in multimodel analysis , 2007 .

[17]  A. W. Harbaugh MODFLOW-2005 : the U.S. Geological Survey modular ground-water model--the ground-water flow process , 2005 .

[18]  Clayton V. Deutsch,et al.  GSLIB: Geostatistical Software Library and User's Guide , 1993 .

[19]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .