Surrogate Modeling for Uncertainty Assessment with Application to Aviation Environmental System Models

by Allaire, Douglas L., Willcox, Karen E.
Published 2011

Distributional sensitivity analysis

by Allaire, Douglas L., Willcox, Karen E.
Published 2015

A MATHEMATICAL AND COMPUTATIONAL FRAMEWORK FOR MULTIFIDELITY DESIGN AND ANALYSIS WITH COMPUTER MODELS

by Allaire, Douglas L., Willcox, Karen E.
Published 2015

Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources

by Allaire, Douglas, Lam, Remi, Willcox, Karen E
Published 2018

Sensitivity analysis methods for mitigating uncertainty in engineering system design

by Curran, Qinxian Chelsea, Allaire, Douglas, Willcox, Karen E.
Published 2022

Methodology for Dynamic Data-Driven Online Flight Capability Estimation

by Allaire, Douglas, Lecerf, Marc A., Willcox, Karen E
Published 2017

Optimal L[subscript 2]-norm empirical importance weights for the change of probability measure

by Allaire, Douglas, Willcox, Karen E, Amaral, Sergio Daniel Marques
Published 2017

A decomposition-based approach to uncertainty analysis of feed-forward multicomponent systems

by Amaral, Sergio M., Allaire, Douglas L., Willcox, Karen E.
Published 2015

Variance-Based Sensitivity Analysis to Support Simulation-Based Design Under Uncertainty

by Allaire, Douglas L., Opgenoord, Max Maria Jacques, Willcox, Karen E
Published 2017

Dynamic Data Driven Methods for Self-aware Aerospace Vehicles

by Biros, G., Chambers, J., Ghattas, O., Kordonowy, D., Allaire, Douglas L., Willcox, Karen E.
Published 2014

A decomposition-based uncertainty quantification approach for environmental impacts of aviation technology and operation

by Amaral, Sergio Daniel Marques, Allaire, Douglas L, De La Rosa Blanco, Elena, Willcox, Karen E
Published 2018

An Offline/Online DDDAS Capability for Self-Aware Aerospace Vehicles

by Chambers, J., Cowlagi, Raghvendra V., Kordonowy, D., Lecerf, M., Ulker, F., Allaire, Douglas L., Mainini, Laura, Willcox, Karen E.
Published 2014