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Publications by Karen Willcox

Parameter and State Model Reduction for Large-Scale Statistical Inverse Problems

SIAM Journal of Scientific Computing
Computational MathematicsApplied Mathematics
2010English

Goal-Oriented Optimal Approximations of Bayesian Linear Inverse Problems

SIAM Journal of Scientific Computing
Computational MathematicsApplied Mathematics
2017English

Data-Driven Reduced Model Construction With Time-Domain Loewner Models

SIAM Journal of Scientific Computing
Computational MathematicsApplied Mathematics
2017English

Dynamic Data-Driven Model Reduction: Adapting Reduced Models From Incomplete Data

Advanced Modeling and Simulation in Engineering Sciences
ModelingApplied MathematicsComputer Science ApplicationsEngineeringSimulation
2016English

Multifidelity Uncertainty Propagation via Adaptive Surrogates in Coupled Multidisciplinary Systems

AIAA Journal
Aerospace Engineering
2018English

Model Order Reduction for Bayesian Approach to Inverse Problems

Asia Pacific Journal on Computational Engineering
2014English

Fourier Series for Accurate, Stable, Reduced-Order Models for Linear CFD Applications

2003English

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