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ORCIDDrew P. Kouri
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2020 – today
- 2024
[j26]Cheng Peng, Drew P. Kouri, Stan Uryasev:
Efficient and robust optimal design for quantile regression based on linear programming. Comput. Stat. Data Anal. 192: 107892 (2024)- [j25]Robert J. Baraldi
, Drew P. Kouri:
Local convergence analysis of an inexact trust-region method for nonsmooth optimization. Optim. Lett. 18(3): 663-680 (2024) - 2023
- [j24]Drew P. Kouri, Mathias Staudigl, Thomas M. Surowiec:
A relaxation-based probabilistic approach for PDE-constrained optimization under uncertainty with pointwise state constraints. Comput. Optim. Appl. 85(2): 441-478 (2023) - [j23]Robert J. Baraldi, Drew P. Kouri:
A proximal trust-region method for nonsmooth optimization with inexact function and gradient evaluations. Math. Program. 201(1): 559-598 (2023) - [j22]Harbir Antil, Drew P. Kouri, Denis Ridzal:
ALESQP: An Augmented Lagrangian Equality-Constrained SQP Method for Optimization with General Constraints. SIAM J. Optim. 33(1): 237-266 (2023) - 2022
- [j21]Tianyi Shi, Harbir Antil, Drew P. Kouri:
Spectral, Tensor and Domain Decomposition Methods for Fractional PDEs. Comput. Methods Appl. Math. 22(4): 987-1005 (2022) - [j20]Drew P. Kouri, Thomas M. Surowiec:
Corrigendum: "Existence and Optimality Conditions for Risk-Averse PDE-Constrained Optimization". SIAM/ASA J. Uncertain. Quantification 10(1): 1321-1322 (2022) - [j19]Drew P. Kouri, John D. Jakeman, J. Gabriel Huerta:
Risk-Adapted Optimal Experimental Design. SIAM/ASA J. Uncertain. Quantification 10(2): 687-716 (2022) - [j18]Zilong Zou, Drew P. Kouri, Wilkins Aquino:
A Locally Adapted Reduced-Basis Method for Solving Risk-Averse PDE-Constrained Optimization Problems. SIAM/ASA J. Uncertain. Quantification 10(4): 1629-1651 (2022) - [j17]Drew P. Kouri, Thomas M. Surowiec:
A primal-dual algorithm for risk minimization. Math. Program. 193(1): 337-363 (2022) - [j16]Drew P. Kouri:
A matrix-free trust-region newton algorithm for convex-constrained optimization. Optim. Lett. 16(3): 983-997 (2022) - [j15]John D. Jakeman, Drew P. Kouri, J. Gabriel Huerta:
Surrogate modeling for efficiently, accurately and conservatively estimating measures of risk. Reliab. Eng. Syst. Saf. 221: 108280 (2022) - 2021
- [j14]Harbir Antil, Drew P. Kouri, Johannes Pfefferer:
Risk-Averse Control of Fractional Diffusion with Uncertain Exponent. SIAM J. Control. Optim. 59(2): 1161-1187 (2021) - [j13]Ramchandran Muthukumar, Drew P. Kouri, Madeleine Udell:
Randomized Sketching Algorithms for Low-Memory Dynamic Optimization. SIAM J. Optim. 31(2): 1242-1275 (2021) - [j12]Drew P. Kouri, Denis Ridzal, Ray Tuminaro:
KKT Preconditioners for PDE-Constrained Optimization with the Helmholtz Equation. SIAM J. Sci. Comput. 43(5): S225-S248 (2021) - 2020
- [j11]Drew P. Kouri, Thomas M. Surowiec:
Epi-Regularization of Risk Measures. Math. Oper. Res. 45(2): 774-795 (2020)
2010 – 2019
- 2019
- [j10]Matthew J. Zahr, Kevin T. Carlberg, Drew P. Kouri:
An Efficient, Globally Convergent Method for Optimization Under Uncertainty Using Adaptive Model Reduction and Sparse Grids. SIAM/ASA J. Uncertain. Quantification 7(3): 877-912 (2019) - [j9]Drew P. Kouri:
Spectral risk measures: the risk quadrangle and optimal approximation. Math. Program. 174(1-2): 525-552 (2019) - [j8]Drew P. Kouri:
Higher-moment buffered probability. Optim. Lett. 13(6): 1223-1237 (2019) - [j7]Drew P. Kouri:
Correction to: Higher-moment buffered probability. Optim. Lett. 13(7): 1711 (2019) - 2018
- [j6]Drew P. Kouri, Thomas M. Surowiec:
Existence and Optimality Conditions for Risk-Averse PDE-Constrained Optimization. SIAM/ASA J. Uncertain. Quantification 6(2): 787-815 (2018) - 2017
- [j5]Drew P. Kouri:
A Measure Approximation for Distributionally Robust PDE-Constrained Optimization Problems. SIAM J. Numer. Anal. 55(6): 3147-3172 (2017) - 2016
- [j4]Drew P. Kouri, Thomas M. Surowiec:
Risk-Averse PDE-Constrained Optimization Using the Conditional Value-At-Risk. SIAM J. Optim. 26(1): 365-396 (2016) - 2014
- [j3]Drew P. Kouri:
A Multilevel Stochastic Collocation Algorithm for Optimization of PDEs with Uncertain Coefficients. SIAM/ASA J. Uncertain. Quantification 2(1): 55-81 (2014) - [j2]Drew P. Kouri, Matthias Heinkenschloss, Denis Ridzal, Bart G. van Bloemen Waanders:
Inexact Objective Function Evaluations in a Trust-Region Algorithm for PDE-Constrained Optimization under Uncertainty. SIAM J. Sci. Comput. 36(6) (2014) - 2013
- [j1]Drew P. Kouri, Matthias Heinkenschloss, Denis Ridzal, Bart G. van Bloemen Waanders:
A Trust-Region Algorithm with Adaptive Stochastic Collocation for PDE Optimization under Uncertainty. SIAM J. Sci. Comput. 35(4) (2013)
Coauthor Index
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