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Stiff Oscillatory Systems, Delta Jumps and White Noise., , , and . Found. Comput. Math., 1 (1): 69-100 (2001)The Numerical Computation of Heteroclinic Connections in Systems of Gradient Partial Differential Equations., , and . SIAM J. Appl. Math., 53 (3): 743-769 (1993)Statistical analysis of differential equations: introducing probability measures on numerical solutions., , , , and . Stat. Comput., 27 (4): 1065-1082 (2017)A Perturbation Theory for Ergodic Markov Chains and Application to Numerical Approximations., and . SIAM J. Numerical Analysis, 37 (4): 1120-1137 (2000)Continuous Time Analysis of Momentum Methods., and . J. Mach. Learn. Res., (2021)Modeling groundwater levels in California's Central Valley by hierarchical Gaussian process and neural network regression., , , , , , and . CoRR, (2023)Uncertainty Quantification and Weak Approximation of an Elliptic Inverse Problem., and . SIAM J. Numer. Anal., 49 (6): 2524-2542 (2011)The curse of dimensionality in operator learning., and . CoRR, (2023)Neural Operator: Learning Maps Between Function Spaces., , , , , , and . CoRR, (2021)Calibrate, emulate, sample., , , , and . J. Comput. Phys., (2021)