A Fast and Scalable Method for A-Optimal Design of Experiments for Infinite-dimensional Bayesian Nonlinear Inverse Problems von Alexanderian, Alen, Petra, Noemi, Stadler, Georg, Ghattas, Omar

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Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: a review von Alexanderian, Alen

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On Bayesian A- and D-Optimal Experimental Designs in Infinite Dimensions von Alexanderian, Alen, Gloor, Philip J., Ghattas, Omar

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Structure exploiting methods for fast uncertainty quantification in multiphase flow through heterogeneous media von Cleaves, Helen, Alexanderian, Alen, Saad, Bilal

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Efficient D-Optimal Design of Experiments for Infinite-Dimensional Bayesian Linear Inverse Problems von Alexanderian, Alen, Saibaba, Arvind K.

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Optimal design of large-scale nonlinear Bayesian inverse problems under model uncertainty von Alexanderian, Alen, Nicholson, Ruanui, Petra, Noemi

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An age-structured model for the spread of epidemic cholera: Analysis and simulation von Alexanderian, Alen, Gobbert, Matthias K., Fister, K. Renee, Gaff, Holly, Lenhart, Suzanne, Schaefer, Elsa

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Optimal experimental design under irreducible uncertainty for linear inverse problems governed by PDEs von Koval, Karina, Alexanderian, Alen, Stadler, Georg

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A new perspective on parameter study of optimization problems von Alexanderian, Alen, Hart, Joseph, Stevens, Mason

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Hyper-differential sensitivity analysis for inverse problems governed by ODEs with application to COVID-19 modeling von Stevens, Mason, Sunseri, Isaac, Alexanderian, Alen

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Goal-oriented optimal design of experiments for large-scale Bayesian linear inverse problems von Attia, Ahmed, Alexanderian, Alen, Saibaba, Arvind K

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Hyper-differential sensitivity analysis for inverse problems constrained by partial differential equations von Sunseri, Isaac, Hart, Joseph, van Bloemen Waanders, Bart, Alexanderian, Alen

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EXPOSITORY PAPER: A PRIMER ON HOMOGENIZATION OF ELLIPTIC PDES WITH STATIONARY AND ERGODIC RANDOM COEFFICIENT FUNCTIONS von ALEXANDERIAN, ALEN

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RANDOMIZATION AND REWEIGHTED l(1)-MINIMIZATION FOR A-OPTIMAL DESIGN OF LINEAR INVERSE PROBLEMS von Herman, Elizabeth, Alexanderian, Alen, Saibaba, Arvind K.

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Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty von Vohra, Manav, Alexanderian, Alen, Guy, Hayley, Mahadevan, Sankaran

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Variance-based sensitivity analysis for time-dependent processes von Alexanderian, Alen, Gremaud, Pierre A., Smith, Ralph C.

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Homogenization, Symmetry, and Periodization in Diffusive Random Media von Alexanderian, Alen, Rathinam, Muruhan, Rostamian, Rouben

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A-optimal encoding weights for nonlinear inverse problems, with application to the Helmholtz inverse problem von Crestel, Benjamin, Alexanderian, Alen, Stadler, Georg, Ghattas, Omar

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Randomization and Reweighted $\ell_1$-Minimization for A-Optimal Design of Linear Inverse Problems von Herman, Elizabeth, Alexanderian, Alen, Saibaba, Arvind K.

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On spectral methods for variance based sensitivity analysis von Alexanderian, Alen

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