Karen Willcox - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 55 from 55

2024

Digital twins in mechanical and aerospace engineeringAlberto Ferrari, Karen Willcox. ncs, 4(3):178-183, 2024. [doi]

The role of computational science in digital twinsKaren Willcox, Brittany Segundo. ncs, 4(3):147-149, 2024. [doi]

2023

Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomasAnirban Chaudhuri, Graham Pash, David A. Hormuth, Guillermo Lorenzo, Michael G. Kapteyn, Chengyue Wu, Ernesto A. B. F. Lima, Thomas E. Yankeelov, Karen Willcox. frai, 6, February 2023. [doi]

Learning Latent Representations in High-Dimensional State Spaces Using Polynomial Manifold ConstructionsRudy Geelen, Laura Balzano, Karen Willcox. cdc 2023: 4960-4965 [doi]

2022

Generalized Multifidelity Active Learning for Gaussian-process-based Reliability AnalysisAnirban Chaudhuri, Karen Willcox. dddas 2024: 17-26 [doi]

Reduced Operator Inference for Nonlinear Partial Differential EquationsElizabeth Qian, Ionut-Gabriel Farcas, Karen Willcox. siamsc, 44(4):1934, 2022. [doi]

2021

Learning physics-based models from data: perspectives from inverse problems and model reductionOmar Ghattas, Karen Willcox. actanum, 30:445-554, May 2021. [doi]

Scaling digital twins from the artisanal to the industrialSteven A. Niederer, Michael S. Sacks, Mark Girolami, Karen Willcox. ncs, 1(5):313-320, 2021. [doi]

2019

Multifidelity probability estimation via fusion of estimatorsBoris Kramer, Alexandre Noll Marques, Benjamin Peherstorfer, Umberto Villa, Karen Willcox. jcphy, 392:385-402, 2019. [doi]

2018

Conditional-Value-at-Risk Estimation via Reduced-Order ModelsMatthias Heinkenschloss, Boris Kramer, Timur Takhtaganov, Karen Willcox. juq, 6(4):1395-1423, 2018. [doi]

Contour location via entropy reduction leveraging multiple information sourcesAlexandre Noll Marques, Rémi Lam, Karen Willcox. nips 2018: 5223-5233 [doi]

Multifidelity Preconditioning of the Cross-Entropy Method for Rare Event Simulation and Failure Probability EstimationBenjamin Peherstorfer, Boris Kramer, Karen Willcox. juq, 6(2):737-761, 2018. [doi]

Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and OptimizationBenjamin Peherstorfer, Karen Willcox, Max Gunzburger. siamrev, 60(3):550-591, 2018. [doi]

Convergence analysis of multifidelity Monte Carlo estimationBenjamin Peherstorfer, Max Gunzburger, Karen Willcox. nm, 139(3):683-707, 2018. [doi]

Multifidelity Monte Carlo Estimation of Variance and Sensitivity IndicesElizabeth Qian, Benjamin Peherstorfer, Daniel O'Malley, Velimir V. Vesselinov, Karen Willcox. juq, 6(2):683-706, 2018. [doi]

Research and Education in Computational Science and EngineeringUlrich Rüde, Karen Willcox, Lois Curfman McInnes, Hans De Sterck. siamrev, 60(3):707-754, 2018. [doi]

Geometric Subspace Updates with Applications to Online Adaptive Nonlinear Model ReductionRalf Zimmermann, Benjamin Peherstorfer, Karen Willcox. siammax, 39(1):234-261, 2018. [doi]

2017

2-norm empirical importance weights for the change of probability measureSergio Amaral, Douglas L. Allaire, Karen Willcox. sac, 27(3):625-643, 2017. [doi]

A decomposition-based uncertainty quantification approach for environmental impacts of aviation technology and operationSergio Amaral, Douglas L. Allaire, Elena De La Rosa Blanco, Karen Willcox. aiedam, 31(3):251-264, 2017. [doi]

Feedback Control for Systems with Uncertain Parameters Using Online-Adaptive Reduced ModelsBoris Kramer, Benjamin Peherstorfer, Karen Willcox. siamads, 16(3):1563-1586, 2017. [doi]

Lookahead Bayesian Optimization with Inequality ConstraintsRémi Lam, Karen Willcox. nips 2017: 1888-1898 [doi]

Data-Driven Reduced Model Construction with Time-Domain Loewner ModelsBenjamin Peherstorfer, Serkan Gugercin, Karen Willcox. siamsc, 39(5), 2017. [doi]

Combining multiple surrogate models to accelerate failure probability estimation with expensive high-fidelity modelsBenjamin Peherstorfer, Boris Kramer, Karen Willcox. jcphy, 341:61-75, 2017. [doi]

A Certified Trust Region Reduced Basis Approach to PDE-Constrained OptimizationElizabeth Qian, Martin A. Grepl, Karen Veroy, Karen Willcox. siamsc, 39(5), 2017. [doi]

Goal-Oriented Optimal Approximations of Bayesian Linear Inverse ProblemsAlessio Spantini, Tiangang Cui, Karen Willcox, Luis Tenorio, Youssef M. Marzouk. siamsc, 39(5), 2017. [doi]

2016

2015

2014

2013

An Offline/Online DDDAS Capability for Self-Aware Aerospace VehiclesDouglas L. Allaire, J. Chambers, R. Cowlagi, D. Kordonowy, M. Lecerf, L. Mainini, F. Ulker, Karen Willcox. iccs 2013: 1959-1968 [doi]

Goal-Oriented Inference: Approach, Linear Theory, and Application to Advection DiffusionChad Lieberman, Karen Willcox. siamrev, 55(3):493-519, 2013. [doi]

2012

2010

Parameter and State Model Reduction for Large-Scale Statistical Inverse ProblemsChad Lieberman, Karen Willcox, Omar Ghattas. siamsc, 32(5):2523-2542, 2010. [doi]

2008

Missing Point Estimation in Models Described by Proper Orthogonal DecompositionPatricia Astrid, Siep Weiland, Karen Willcox, Ton Backx. tac, 53(10):2237-2251, 2008. [doi]

Model Reduction for Large-Scale Systems with High-Dimensional Parametric Input SpaceT. Bui-Thanh, Karen Willcox, Omar Ghattas. siamsc, 30(6):3270-3288, 2008. [doi]

Krylov projection framework for Fourier model reductionSerkan Gugercin, Karen Willcox. automatica, 44(1):209-215, 2008. [doi]

2007

2006

MPC for Large-Scale Systems via Model Reduction and Multiparametric Quadratic ProgrammingSvein Hovland, Karen Willcox, Jan Tommy Gravdahl. cdc 2006: 3418-3423 [doi]

2005

Fourier Series for Accurate, Stable, Reduced-Order Models in Large-Scale Linear ApplicationsKaren Willcox, Alexandre Megretski. siamsc, 26(3):944-962, 2005. [doi]

An Optimization Frame work for Goal-Oriented, Model-Based Reduction of Large-Scale SystemsKaren Willcox, Omar Ghattas, Bart G. van Bloemen Waanders, Brett W. Bader. cdc 2005: 2265-2271 [doi]

2004

Missing point estimation in models described by proper orthogonal decompositionPatricia Astrid, Siep Weiland, Karen Willcox, Ton Backx. cdc 2006: 1767-1772 [doi]

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Karen Willcox'

Viewing Publication 1 - 55 from 55

2024

2023

2022

2021

2019

2018

2017

2016

2015

2014

2013

2012

2010

2008

2007

2006

2005

2004

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by TagOR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Karen Willcox'

Viewing Publication 1 - 55 from 55

2024

2023

2022

2021

2019

2018

2017

2016

2015

2014

2013

2012

2010

2008

2007

2006

2005

2004

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1