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List of works by Karen Willcox

A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems

article

Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach ⬇️

scientific article published in January 2016

Contour location via entropy reduction leveraging multiple information sources ⬇️

Development of a computational model for astronaut reorientation

scientific article published on 15 May 2010

Dynamic data-driven model reduction: adapting reduced models from incomplete data

Kinetics and kinematics for translational motions in microgravity during parabolic flight

scientific article published in June 2009

Localized non-intrusive reduced-order modelling in the operator inference framework

scientific article published in 2022

Lookahead Bayesian Optimization with Inequality Constraints ⬇️

scientific article published in January 2017

Minimum local distance density estimation ⬇️

Model order reduction for Bayesian approach to inverse problems

Multifidelity Data Fusion: Application to Blended-Wing-Body Multidisciplinary Analysis Under Uncertainty ⬇️

scholarly article

Multifidelity Preconditioning of the Cross-Entropy Method for Rare Event Simulation and Failure Probability Estimation

scholarly article published in January 2018

Multifidelity probability estimation via fusion of estimators

scholarly article

Projection-based model reduction: Formulations for physics-based machine learning

scholarly article

Reduced Operator Inference for Nonlinear Partial Differential Equations

scientific article published in 2022

Self-rotations in simulated microgravity: performance effects of strategy training.

scientific article published in January 2009

Stress-constrained topology optimization of lattice-like structures using component-wise reduced order models

scientific article published in 2022

Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization

scholarly article

Workshop Report on Basic Research Needs for Scientific Machine Learning: Core Technologies for Artificial Intelligence

scientific article published on 10 February 2019

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