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An Optimization Frame work for Goal-Oriented, Model-Based Reduction of Large-Scale Systems.

, , , and . CDC/ECC, page 2265-2271. IEEE, (2005)

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Stochastic Deep Model Reference Adaptive Control., , and . CDC, page 1075-1082. IEEE, (2021)Enabling and interpreting hyper-differential sensitivity analysis for Bayesian inverse problems., and . CoRR, (2021)An Optimization Frame work for Goal-Oriented, Model-Based Reduction of Large-Scale Systems., , , and . CDC/ECC, page 2265-2271. IEEE, (2005)A Trust-Region Algorithm with Adaptive Stochastic Collocation for PDE Optimization under Uncertainty., , , and . SIAM J. Sci. Comput., (2013)Inversion of Airborne Contaminants in a Regional Model., , , , , and . International Conference on Computational Science (3), volume 3993 of Lecture Notes in Computer Science, page 481-488. Springer, (2006)Estimating and using information in inverse problems., , , and . CoRR, (2022)Inexact Objective Function Evaluations in a Trust-Region Algorithm for PDE-Constrained Optimization under Uncertainty., , , and . SIAM J. Sci. Comput., (2014)Hessian-Based Model Reduction for Large-Scale Data Assimilation Problems., , , , and . International Conference on Computational Science (1), volume 4487 of Lecture Notes in Computer Science, page 1010-1017. Springer, (2007)Randomized Algorithms for Generalized Singular Value Decomposition with Application to Sensitivity Analysis., , and . CoRR, (2020)Unified Embedded Parallel Finite Element Computations via Software-Based Fre-acutechet Differentiation., , and . SIAM J. Sci. Comput., 32 (6): 3323-3351 (2010)