Showing 1–20 of 47 results
/ Date/ Name
Dec 17, 2018Robustness of the Sobol' indices to marginal distribution uncertaintyJul 26, 2020Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable ProjectionMar 2, 2020Hyper-Differential Sensitivity Analysis for Inverse Problems Constrained by Partial Differential EquationsFeb 7, 2020Randomized Algorithms for Generalized Singular Value Decomposition with Application to Sensitivity AnalysisSep 23, 2022A new perspective on parameter study of optimization problemsFeb 12, 2024Hyper-differential sensitivity analysis with respect to model discrepancy: Posterior Optimal Solution SamplingAug 29, 2025Toward real-time optimization through model reduction and model discrepancy sensitivitiesApr 28, 2025Hyper-differential sensitivity analysis with respect to model discrepancy: Prior distributionsDec 23, 2022Hyper-differential sensitivity analysis in the context of Bayesian inference applied to ice-sheet problemsSep 16, 2019Hyper-Differential Sensitivity Analysis of Uncertain Parameters in PDE-Constrained OptimizationDec 22, 2017An approximation theoretic perspective of the Sobol' indices with dependent variablesAug 24, 2017Global sensitivity analysis for statistical model parametersAug 28, 2025Preconditioned pseudo-time continuation for parameterized inverse problemsOct 17, 2022Hyper-differential sensitivity analysis with respect to model discrepancy: Mathematics and computationOct 17, 2022Hyper-differential sensitivity analysis with respect to model discrepancy: Optimal solution updatingFeb 4, 2022Hyper-differential sensitivity analysis for nonlinear Bayesian inverse problemsMar 20, 2023Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited DataJun 22, 2021Enabling hyper-differential sensitivity analysis for ill-posed inverse problemsMar 29, 2018Robustness of the Sobol' indices to distributional uncertaintyApr 2, 2026Hyper-differential sensitivity analysis with respect to model discrepancy: Sequential optimal experimental design