Karen Willcox
Karen Willcox
Oden Institute for Computational Engineering and Sciences, UT Austin
Verified email at oden.utexas.edu - Homepage
Title
Cited by
Cited by
Year
Balanced model reduction via the proper orthogonal decomposition
K Willcox, J Peraire
AIAA Journal 40 (11), 2323-2330, 2002
9232002
A SURVEY OF PROJECTION-BASED MODEL REDUCTION METHODS FOR PARAMETRIC DYNAMICAL SYSTEMS
P BENNER, S GUGERCIN, K WILLCOX
SIAM Review 57 (4), 483–531, 2015
8032015
Aerodynamic data reconstruction and inverse design using proper orthogonal decomposition
T Bui-Thanh, M Damodaran, KE Willcox
AIAA Journal 42 (8), 1505-1516, 2004
3722004
Missing point estimation in models described by proper orthogonal decomposition
P Astrid, S Weiland, K Willcox, T Backx
IEEE Transactions on Automatic Control 53 (10), 2237-2251, 2008
3512008
Model reduction for large-scale systems with high-dimensional parametric input space
T Bui-Thanh, K Willcox, O Ghattas
SIAM Journal on Scientific Computing 30 (6), 3270-3288, 2008
3362008
Survey of multifidelity methods in uncertainty propagation, inference, and optimization
B Peherstorfer, K Willcox, M Gunzburger
SIAM Review 60 (3), 550-591, 2018
2932018
Unsteady flow sensing and estimation via the gappy proper orthogonal decomposition
K Willcox
Computers & fluids 35 (2), 208-226, 2006
2832006
Parameter and state model reduction for large-scale statistical inverse problems
C Lieberman, K Willcox, O Ghattas
SIAM Journal on Scientific Computing 32 (5), 2523-2542, 2010
2222010
Goal-oriented, model-constrained optimization for reduction of large-scale systems
T Bui-Thanh, K Willcox, O Ghattas, B van Bloemen Waanders
Journal of Computational Physics 224 (2), 880-896, 2007
2012007
Non-linear model reduction for uncertainty quantification in large-scale inverse problems
D Galbally, K Fidkowski, K Willcox, O Ghattas
John Wiley & Sons, Ltd., 2010
1982010
A Framework for Aircraft Conceptual Design and Environmental Studies
N Antoine, I Kroo, K Willcox, G Barter
10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2004
195*2004
Surrogate-based optimization using multifidelity models with variable parameterization and corrected space mapping
TD Robinson, MS Eldred, KE Willcox, R Haimes
Aiaa Journal 46 (11), 2814-2822, 2008
1912008
Proper orthogonal decomposition extensions for parametric applications in transonic aerodynamics
T Bui-Thanh, M Damodaran, K Willcox
21th AIAA Applied Aerodynamics Conference, AIAA Paper 2003-4213, 2003
187*2003
Proper orthogonal decomposition extensions for parametric applications in compressible aerodynamics
T Bui-Thanh, M Damodaran, K Willcox
21st AIAA Applied Aerodynamics Conference, 4213, 2003
1862003
Model Reduction and Approximation: Theory and Algorithms
P Benner, M Ohlberger, A Cohen, K Willcox
Society for Industrial and Applied Mathematics, 2017
1662017
Localized discrete empirical interpolation method
B Peherstorfer, D Butnaru, K Willcox, HJ Bungartz
SIAM Journal on Scientific Computing 36 (1), A168-A192, 2014
1622014
Large-scale inverse problems and quantification of uncertainty
L Biegler, G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, ...
John Wiley & Sons, 2011
1392011
Parametric reduced-order models for probabilistic analysis of unsteady aerodynamic applications
T Bui-Thanh, K Willcox, O Ghattas
AIAA Journal 46 (10), 2520-2529, 2008
1302008
Parametric reduced-order models for probabilistic analysis of unsteady aerodynamic applications
T Bui-Thanh, K Willcox, O Ghattas
48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2007
1302007
Data‐driven model reduction for the Bayesian solution of inverse problems
T Cui, YM Marzouk, KE Willcox
International Journal for Numerical Methods in Engineering 102 (5), 966-990, 2015
1212015
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