Drew Kouri

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Denis RidzalSandia National LabsVerified email at sandia.gov
Bart van Bloemen WaandersSandia National LaboratoriesVerified email at sandia.gov
Thomas M. SurowiecSimula Research LaboratoryVerified email at simula.no
Harbir AntilDirector, Center for Mathematics and Artificial Intelligence (CMAI), Professor of MathematicsVerified email at gmu.edu
wilkins aquinoProfessor of Computational Mechanics, Duke UnversityVerified email at duke.edu
Gregory von WinckelSandia National LaboratoriesVerified email at sandia.gov
Matthias HeinkenschlossRice University, Dept. of Computational Applied Mathematics and Operations ResearchVerified email at rice.edu
Zilong ZouDuke UniversityVerified email at duke.edu
Ivo MuellerWalter + Eliza Hall Institute, Melbourne, AustraliaVerified email at wehi.edu.au
Eric CarnevaleCommonwealth of MassachusettsVerified email at mass.gov
Kevin CarlbergMetaVerified email at meta.com
Matthew ZahrAssistant ProfessorVerified email at nd.edu
Alexander ShapiroProfessor, Georgia TechVerified email at isye.gatech.edu
Timothy F. WalshSandia National LaboratoriesVerified email at sandia.gov
Peter J. ThomasProfessor, Dept. Math, Applied Math & Statistics (2ndary: Biology; Cog. Sci.; Elec/Ctrl/Syst. EngrVerified email at case.edu
Stan UryasevProfessor, Stony Brook UniversityVerified email at stonybrook.edu
Sven LeyfferSenior Computational Mathematician, Argonne National LaboratoryVerified email at anl.gov
Johannes PfeffererUniversität der Bundeswehr MünchenVerified email at unibw.de
Eric C. CyrComputational Mathematics Department, Sandia National LaboratoriesVerified email at sandia.gov
Paul G. ConstantineAssistant Professor of Computer Science, University of Colorado BoulderVerified email at colorado.edu

Drew Kouri

Sandia National Laboratories

Verified email at sandia.gov - Homepage

PDE-Constrained Optimization Stochastic Programming Optimization Software


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A trust-region algorithm with adaptive stochastic collocation for PDE optimization under uncertainty DP Kouri, M Heinkenschloss, D Ridzal, BG van Bloemen Waanders SIAM Journal on Scientific Computing 35 (4), A1847-A1879, 2013	143	2013
Risk-averse PDE-constrained optimization using the conditional value-at-risk DP Kouri, TM Surowiec SIAM Journal on Optimization 26 (1), 365-396, 2016	109	2016
Inexact objective function evaluations in a trust-region algorithm for PDE-constrained optimization under uncertainty DP Kouri, M Heinkenschloss, D Ridzal, BG van Bloemen Waanders SIAM Journal on Scientific Computing 36 (6), A3011-A3029, 2014	82	2014
Existence and optimality conditions for risk-averse PDE-constrained optimization DP Kouri, TM Surowiec SIAM/ASA Journal on Uncertainty Quantification 6 (2), 787-815, 2018	70	2018
Frontiers in PDE-constrained Optimization H Antil, DP Kouri, MD Lacasse, D Ridzal Springer, 2018	58	2018
A multiplex ligase detection reaction-fluorescent microsphere assay for simultaneous detection of single nucleotide polymorphisms associated with Plasmodium falciparum drug … EP Carnevale, D Kouri, JT DaRe, DT McNamara, I Mueller, ... Journal of clinical microbiology 45 (3), 752-761, 2007	55	2007
Rapid Optimization Library. D Ridzal, DP Kouri, GJ von Winckel Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2017	46*	2017
A multilevel stochastic collocation algorithm for optimization of PDEs with uncertain coefficients DP Kouri SIAM/ASA Journal on Uncertainty Quantification 2 (1), 55-81, 2014	44	2014
An efficient, globally convergent method for optimization under uncertainty using adaptive model reduction and sparse grids MJ Zahr, KT Carlberg, DP Kouri SIAM/ASA Journal on Uncertainty Quantification 7 (3), 877-912, 2019	37	2019
Optimization of PDEs with uncertain inputs DP Kouri, A Shapiro Frontiers in PDE-constrained optimization, 41-81, 2018	33	2018
Epi-regularization of risk measures DP Kouri, TM Surowiec Mathematics of Operations Research 45 (2), 774-795, 2020	28	2020
An approach for the adaptive solution of optimization problems governed by partial differential equations with uncertain coefficients DP Kouri Rice University, 2012	27	2012
Risk-averse optimal control of semilinear elliptic PDEs DP Kouri, TM Surowiec ESAIM: Control, Optimisation and Calculus of Variations 26, 53, 2020	23	2020
An adaptive local reduced basis method for solving PDEs with uncertain inputs and evaluating risk Z Zou, D Kouri, W Aquino Computer Methods in Applied Mechanics and Engineering 345, 302-322, 2019	23	2019
Inexact trust-region methods for PDE-constrained optimization DP Kouri, D Ridzal Frontiers in PDE-constrained optimization, 83-121, 2018	20	2018
Surrogate modeling for efficiently, accurately and conservatively estimating measures of risk JD Jakeman, DP Kouri, JG Huerta Reliability Engineering & System Safety 221, 108280, 2022	15	2022
A primal-dual algorithm for risk minimization DP Kouri, TM Surowiec Math. Programm. Ser. A, 2021	14	2021
Optimization governed by stochastic partial differential equations DP Kouri Rice University, 2010	13	2010
An adaptive sampling approach for solving PDEs with uncertain inputs and evaluating risk Z Zou, DP Kouri, W Aquino 19th AIAA non-deterministic approaches conference, 1325, 2017	12	2017
Differentiating Plasmodium falciparum alleles by transforming Cartesian X,Y data to polar coordinates JT DaRe, DP Kouri, PA Zimmerman, PJ Thomas BMC genetics 11, 1-13, 2010	12	2010

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