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

Variance-Based Global Sensitivity Analysis via Sparse-Grid Interpolation and Cubature

(2010) Gregery T. Buzzard et al.   Communications in Computational Physics

Efficient computation of global sensitivity indices using sparse polynomial chaos expansions

(2010) Géraud Blatman et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems

(2010) Chao Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Reactive transport parameter estimation: Genetic algorithm vs. Monte carlo approach

(2009) Samer Majdalani et al.   AICHE JOURNAL

An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations

(2009) Xiang Ma et al.   JOURNAL OF COMPUTATIONAL PHYSICS

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

(2009) Géraud Blatman et al.   PROBABILISTIC ENGINEERING MECHANICS

On the Efficiency of the Direct Substitution Approach for Reactive Transport Problems in Porous Media

(2008) Marwan Fahs et al.   WATER AIR AND SOIL POLLUTION

Application of global sensitivity analysis of model output to building thermal simulations

(2008) Thierry A. Mara et al.   Building Simulation

Global sensitivity analysis using polynomial chaos expansions

(2007) Bruno Sudret   RELIABILITY ENGINEERING & SYSTEM SAFETY