Drew P. Kouri

发表

Existence and Optimality Conditions for Risk-Averse PDE-Constrained Optimization

Drew P. Kouri, Thomas M. Surowiec, D. Kouri, 2018, SIAM/ASA J. Uncertain. Quantification.

Inexact Objective Function Evaluations in a Trust-Region Algorithm for PDE-Constrained Optimization under Uncertainty

Matthias Heinkenschloss, Drew P. Kouri, Denis Ridzal, 2014, SIAM J. Sci. Comput..

An adaptive local reduced basis method for solving PDEs with uncertain inputs and evaluating risk

Zilong Zou, Wilkins Aquino, Drew P. Kouri, 2019, Computer Methods in Applied Mechanics and Engineering.

Shape Optimization for Control and Isolation of Structural Vibrations in Aerospace and Defense Applications.

Sean Hardesty, Drew P. Kouri, Denis Ridzal, 2020 .

Higher-moment buffered probability

Drew P. Kouri, 2019, Optim. Lett..

Spectral risk measures: the risk quadrangle and optimal approximation

Drew P. Kouri, D. Kouri, 2018, Mathematical Programming.

Ridge approximation and dimension reduction for an acoustic scattering model

Paul G. Constantine, Jeffrey M. Hokanson, Drew P. Kouri, 2018, 2018 International Applied Computational Electromagnetics Society Symposium (ACES).

An Efficient, Globally Convergent Method for Optimization Under Uncertainty Using Adaptive Model Reduction and Sparse Grids

Matthew J. Zahr, Drew P. Kouri, Kevin T. Carlberg, 2019, SIAM/ASA J. Uncertain. Quantification.

Optimization of PDEs with Uncertain Inputs

Alexander Shapiro, Drew P. Kouri, A. Shapiro, 2018 .

A Multilevel Stochastic Collocation Algorithm for Optimization of PDEs with Uncertain Coefficients

Drew P. Kouri, D. Kouri, 2014, SIAM/ASA J. Uncertain. Quantification.

Rapid Optimization Library

Drew P. Kouri, Denis Rldzal, D. Kouri, 2014 .

A Measure Approximation for Distributionally Robust PDE-Constrained Optimization Problems

Drew P. Kouri, D. Kouri, 2017, SIAM J. Numer. Anal..

Risk-Averse PDE-Constrained Optimization Using the Conditional Value-At-Risk

Drew P. Kouri, Thomas M. Surowiec, D. Kouri, 2016, SIAM J. Optim..

A Locally Adapted Reduced Basis Method for Solving Risk-Averse PDE-Constrained Optimization Problems

Zilong Zou, Wilkins Aquino, Drew P. Kouri, 2018 .

A Trust-Region Algorithm with Adaptive Stochastic Collocation for PDE Optimization under Uncertainty

Bart G. van Bloemen Waanders, Matthias Heinkenschloss, Drew P. Kouri, 2012, SIAM J. Sci. Comput..

Correction to: Higher-moment buffered probability

Drew P. Kouri, 2019, Optim. Lett..

Epi-Regularization of Risk Measures

Drew P. Kouri, Thomas M. Surowiec, D. Kouri, 2020, Math. Oper. Res..

Inexact Trust-Region Methods for PDE-Constrained Optimization

Drew P. Kouri, Denis Ridzal, Denis Ridzal, 2018 .

Parallel Solver Framework for Mixed-Integer PDE-Constrained Optimization.

Cynthia A. Phillips, Massimo Ruzzene, Alper Erturk, 2021 .

Randomized Sketching Algorithms for Low-Memory Dynamic Optimization

Madeleine Udell, Drew P. Kouri, Ramchandran Muthukumar, 2021, SIAM J. Optim..

Risk-Averse Control of Fractional Diffusion with Uncertain Exponent

Harbir Antil, Drew P. Kouri, Johannes Pfefferer, 2021, SIAM J. Control. Optim..

KKT Preconditioners for PDE-Constrained Optimization with the Helmholtz Equation

Raymond S. Tuminaro, Drew P. Kouri, Denis Ridzal, 2021 .

An Adaptive Sampling Approach for Solving PDEs with Uncertain Inputs and Evaluating Risk

Zilong Zou, Wilkins Aquino, Drew P. Kouri, 2017 .

Optimization governed by stochastic partial differential equations

Drew P. Kouri, D. Kouri, 2010 .

Efficient multiframe super-resolution for imagery with lateral shifts.

Eric A. Shields, Drew P. Kouri, 2014, Applied optics.

An Approach for the Adaptive Solution of Optimization Problems Governed by Partial Differential Equations with Uncertain Coefficients

Drew P. Kouri, D. Kouri, 2012 .