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Randomized Algorithms for Scientific Computing (RASC)., , , , , , , , , and 9 other author(s). CoRR, (2021)Characterization of discontinuities in high-dimensional stochastic problems on adaptive sparse grids., , and . J. Comput. Phys., 230 (10): 3977-3997 (2011)Enhancing adaptive sparse grid approximations and improving refinement strategies using adjoint-based a posteriori error estimates., and . J. Comput. Phys., (2015)Local and Dimension Adaptive Sparse Grid Interpolation and Quadrature, and . CoRR, (2011)Risk-Adapted Optimal Experimental Design., , and . SIAM/ASA J. Uncertain. Quantification, 10 (2): 687-716 (2022)Data-Driven Learning of Nonautonomous Systems., , , and . SIAM J. Sci. Comput., 43 (3): A1607-A1624 (2021)Local Polynomial Chaos Expansion for Linear Differential Equations with High Dimensional Random Inputs., , , and . SIAM J. Sci. Comput., (2015)Adaptive Multi-index Collocation for Uncertainty Quantification and Sensitivity Analysis., , , and . CoRR, (2019)A Generalized Sampling and Preconditioning Scheme for Sparse Approximation of Polynomial Chaos Expansions., , and . SIAM J. Sci. Comput., (2017)Enhancing ℓ1-minimization estimates of polynomial chaos expansions using basis selection., , and . CoRR, (2014)