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Alexanderian, Alen
72  Ergebnisse:
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1

Optimal design of large-scale nonlinear Bayesian inverse pr..:

Alexanderian, Alen ; Nicholson, Ruanui ; Petra, Noemi
Inverse Problems.  40 (2024)  9 - p. 095001 , 2024
Link: https://doi.org/10.1088/..
 
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2

A new perspective on parameter study of optimization proble..:

Alexanderian, Alen ; Hart, Joseph ; Stevens, Mason
Applied Mathematics Letters.  140 (2023)  - p. 108548 , 2023
Link: https://doi.org/10.1016/..
 
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3

Hyper-differential sensitivity analysis for inverse problem..:

Stevens, Mason ; Sunseri, Isaac ; Alexanderian, Alen
Mathematical Biosciences.  351 (2022)  - p. 108887 , 2022
Link: https://doi.org/10.1016/..
 
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4

Global sensitivity analysis informed model reduction and se..:

Randall, E. Benjamin ; Randolph, Nicholas Z. ; Alexanderian, Alen.
Journal of Theoretical Biology.  526 (2021)  - p. 110759 , 2021
Link: https://doi.org/10.1016/..
 
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5

Multiscale Global Sensitivity Analysis for Stochastic Chemi..:

Merritt, Michael ; Alexanderian, Alen ; Gremaud, Pierre A.
Multiscale Modeling & Simulation.  19 (2021)  1 - p. 440-459 , 2021
Link: https://doi.org/10.1137/..
 
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6

Monte Carlo estimators for the Schatten p-norm of symmetric..:

Dudley, Ethan ; Saibaba, Arvind K. ; Alexanderian, Alen
ETNA - Electronic Transactions on Numerical Analysis.  55 (2021)  - p. 213-241 , 2021
Link: https://doi.org/10.1553/..
 
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7

Optimal Design of Large-scale Bayesian Linear Inverse Probl..:

Alexanderian, Alen ; Petra, Noemi ; Stadler, Georg.
SIAM/ASA Journal on Uncertainty Quantification.  9 (2021)  1 - p. 163-184 , 2021
Link: https://doi.org/10.1137/..
 
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8

Structure exploiting methods for fast uncertainty quantific..:

Cleaves, Helen ; Alexanderian, Alen ; Saad, Bilal
Computational Geosciences.  25 (2021)  6 - p. 2167-2189 , 2021
Link: https://doi.org/10.1007/..
 
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9

A Distributed Active Subspace Method for Scalable Surrogate..:

Guy, Hayley ; Alexanderian, Alen ; Yu, Meilin
Journal of Scientific Computing.  85 (2020)  2 - p. , 2020
Link: https://doi.org/10.1007/..
 
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10

Variance-based sensitivity analysis for time-dependent proc..:

Alexanderian, Alen ; Gremaud, Pierre A. ; Smith, Ralph C.
Reliability Engineering & System Safety.  196 (2020)  - p. 106722 , 2020
Link: https://doi.org/10.1016/..
 
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11

Optimal experimental design under irreducible uncertainty f..:

Koval, Karina ; Alexanderian, Alen ; Stadler, Georg
Inverse Problems.  36 (2020)  7 - p. 075007 , 2020
Link: https://doi.org/10.1088/..
 
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12

Randomization and Reweighted $\ell_1$-Minimization for A-Op..:

Herman, Elizabeth ; Alexanderian, Alen ; Saibaba, Arvind K.
SIAM Journal on Scientific Computing.  42 (2020)  3 - p. A1714-A1740 , 2020
Link: https://doi.org/10.1137/..
 
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13

Efficient Marginalization-Based MCMC Methods for Hierarchic..:

Saibaba, Arvind K. ; Bardsley, Johnathan ; Brown, D. Andrew.
SIAM/ASA Journal on Uncertainty Quantification.  7 (2019)  3 - p. 1105-1131 , 2019
Link: https://doi.org/10.1137/..
 
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14

Active subspace-based dimension reduction for chemical kine..:

Vohra, Manav ; Alexanderian, Alen ; Guy, Hayley.
Combustion and Flame.  204 (2019)  - p. 152-161 , 2019
Link: https://doi.org/10.1016/..
 
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15

Derivative-Based Global Sensitivity Analysis for Models wit..:

Cleaves, Helen L. ; Alexanderian, Alen ; Guy, Hayley..
SIAM Journal on Scientific Computing.  41 (2019)  6 - p. A3524-A3551 , 2019
Link: https://doi.org/10.1137/..
 
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