References

• 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
• 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations4,821 cited
• 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
• 2010Numerical Methods for Stochastic Computations: A Spectral Method Approach1,107 cited
• 2010Spectral methods for uncertainty quantification : with applications to computational fluid dynamics572 cited
• 2009An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations447 cited
• 2011A non-adapted sparse approximation of PDEs with stochastic inputs436 cited
• 2014Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces267 cited
• 2014Compressive sampling of polynomial chaos expansions: Convergence analysis and sampling strategies212 cited
• 2009Multi-element probabilistic collocation method in high dimensions203 cited
• 2007Stochastic model reduction for chaos representations191 cited
• 2015Enhancing ℓ1 -minimization estimates of polynomial chaos expansions using basis selection174 cited
• 2013Adaptive Smolyak Pseudospectral Approximations169 cited
• 2012Multifidelity Uncertainty Quantification Using Non-Intrusive Polynomial Chaos and Stochastic Collocation162 cited