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 | 149 | 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 | 114 | 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 | 87 | 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 | 71 | 2018 |
Frontiers in PDE-constrained Optimization H Antil, DP Kouri, MD Lacasse, D Ridzal Springer, 2018 | 63 | 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 | 48* | 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 | 41 | 2019 |
Optimization of PDEs with uncertain inputs DP Kouri, A Shapiro Frontiers in PDE-constrained optimization, 41-81, 2018 | 38 | 2018 |
Epi-regularization of risk measures DP Kouri, TM Surowiec Mathematics of Operations Research 45 (2), 774-795, 2020 | 30 | 2020 |
An approach for the adaptive solution of optimization problems governed by partial differential equations with uncertain coefficients DP Kouri Rice University, 2012 | 29 | 2012 |
Risk-averse optimal control of semilinear elliptic PDEs DP Kouri, TM Surowiec ESAIM: Control, Optimisation and Calculus of Variations 26, 53, 2020 | 27 | 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 | 25 | 2019 |
Inexact trust-region methods for PDE-constrained optimization DP Kouri, D Ridzal Frontiers in PDE-constrained optimization, 83-121, 2018 | 22 | 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 | 17 | 2022 |
A primal-dual algorithm for risk minimization DP Kouri, TM Surowiec Math. Programm. Ser. A, 2021 | 17 | 2021 |
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 |
Optimization governed by stochastic partial differential equations DP Kouri Rice University, 2010 | 12 | 2010 |