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Stochastic Collocation Methods on Unstructured Grids in High Dimensions via Interpolation., and . SIAM J. Sci. Comput., (2012)Reduced Basis Methods for Fractional Laplace Equations via Extension., , and . SIAM J. Sci. Comput., 41 (6): A3552-A3575 (2019)Convergence Acceleration for Time-Dependent Parametric Multifidelity Models., , and . SIAM J. Numer. Anal., 57 (3): 1344-1368 (2019)A Goal-Oriented Reduced Basis Methods-Accelerated Generalized Polynomial Chaos Algorithm., , and . SIAM/ASA J. Uncertain. Quantification, 4 (1): 1398-1420 (2016)Compressed Sensing with Sparse Corruptions: Fault-Tolerant Sparse Collocation Approximations., , , and . SIAM/ASA J. Uncertain. Quantification, 6 (4): 1424-1453 (2018)Data assimilation for models with parametric uncertainty., , , and . J. Comput. Phys., (2019)Sequential data assimilation with multiple models., , and . J. Comput. Phys., 231 (19): 6401-6418 (2012)Multifidelity modeling for Physics-Informed Neural Networks (PINNs)., , , and . J. Comput. Phys., (2022)Generation of nested quadrature rules for generic weight functions via numerical optimization: Application to sparse grids., , and . J. Comput. Phys., (2020)Kernel optimization for Low-Rank Multi-Fidelity Algorithms., , and . CoRR, (2021)