A generalized approximate control variate framework for multifidelity uncertainty quantification | 1 | 0.37 | 2020 |
Convergence of Probability Densities Using Approximate Models for Forward and Inverse Problems in Uncertainty Quantification | 0 | 0.34 | 2018 |
Combining Push-Forward Measures and Bayes' Rule to Construct Consistent Solutions to Stochastic Inverse Problems. | 1 | 0.40 | 2018 |
Gradient-based optimization for regression in the functional tensor-train format. | 0 | 0.34 | 2018 |
Compressed Sensing with Sparse Corruptions: Fault-Tolerant Sparse Collocation Approximations | 1 | 0.35 | 2018 |
A CHRISTOFFEL FUNCTION WEIGHTED LEAST SQUARES ALGORITHM FOR COLLOCATION APPROXIMATIONS | 7 | 0.52 | 2017 |
A Generalized Sampling and Preconditioning Scheme for Sparse Approximation of Polynomial Chaos Expansions. | 8 | 0.50 | 2017 |
Enhancing ℓ1-minimization estimates of polynomial chaos expansions using basis selection. | 0 | 0.34 | 2015 |
Local Polynomial Chaos Expansion for Linear Differential Equations with High Dimensional Random Inputs. | 5 | 0.72 | 2015 |
Enhancing $\ell_1$-minimization estimates of polynomial chaos expansions using basis selection. | 0 | 0.34 | 2014 |
Enhancing adaptive sparse grid approximations and improving refinement strategies using adjoint-based a posteriori error estimates. | 0 | 0.34 | 2014 |
Adaptive Leja Sparse Grid Constructions for Stochastic Collocation and High-Dimensional Approximation. | 0 | 0.34 | 2014 |
Minimal multi-element stochastic collocation for uncertainty quantification of discontinuous functions | 7 | 0.52 | 2013 |
Characterization of discontinuities in high-dimensional stochastic problems on adaptive sparse grids | 10 | 0.58 | 2011 |
Local and Dimension Adaptive Sparse Grid Interpolation and Quadrature | 0 | 0.34 | 2011 |
Numerical approach for quantification of epistemic uncertainty | 12 | 1.31 | 2010 |