Publications

Baraldi, R.J., & Kouri, D.P. (2025). Efficient proximal subproblem solvers for a nonsmooth trust-region method. Computational Optimization and Applications, 90(1), pp. 193-226. 10.1007/s10589-024-00628-x

Javeed, A., Kouri, D.P., Glusa, C., & Liegeois, K.A.J. (2024). Training Neural Networks with PyROL:Algorithms and Examples [Conference Presentation]. 10.2172/2563914

Javeed, A., Baraldi, R.J., & Kouri, D.P. (2024). Efficient Subproblem Solves for Convergent Neural Network Training [Conference Presentation]. 10.2172/2563909

Kouri, D.P., & Baraldi, R.J. (2024). Local convergence analysis of an inexact trust-region method for nonsmooth optimization. Optimization Letters, 18(3), pp. 663-680. 10.1007/s11590-023-02092-8

Kouri, D.P. (2024). A Proximal Trust-Region Method for Nonsmooth Optimization with Inexact Function and Gradient Evaluations [Conference Presentation]. 10.2172/2517921

Kouri, D.P., & Antil, H. (2024). Adaptive Randomized Sketching for Dynamic Nonsmooth Optimization [Conference Presentation]. 10.2172/2517920

Kouri, D.P., Antil, H., Alshehri, M., & Herberg, E. (2024). An inexact semismooth Newton method with application to adaptive randomized sketching for dynamic optimization. Finite Elements in Analysis and Design, 228. 10.1016/j.finel.2023.104052

Kouri, D.P., Udell, M., & Hua, Z. (2023). A greedy Galerkin method to efficiently select sensors for linear dynamical systems. Linear Algebra and Its Applications, 679, pp. 275-304. 10.1016/j.laa.2023.09.003

Javeed, A., Kouri, D.P., Ridzal, D., & Ross, I.M. (2023). A Fast Matrix-Free Method for Low-Thrust Trajectory Optimization [Conference Presentation]. 10.2172/2463081

White, R.D., Jakeman, J.D., van Bloemen Waanders, B., Kouri, D.P., & Alexandarian, A. (2023). A Bayesian approach to designing experiments that account for risk [Conference Presentation]. 10.2172/2430465

Kouri, D.P. (2023). An Inexact Trust-Region Algorithm for Nonsmooth Nonconvex Optimization [Conference Presentation]. 10.2172/2431057

Baraldi, R.J., Kouri, D.P., & Antil, H. (2023). Adaptive Randomized Sketching for Dynamic Nonsmooth Optimization [Conference Presentation]. 10.2172/2431022

Kouri, D.P., & Baraldi, R.J. (2023). Efficient Proximal Subproblem Solvers for An Inexact Nonsmooth Trust-Region Method [Conference Presentation]. 10.2172/2432005

Baraldi, R.J., Kouri, D.P., & Antil, H. (2023). Adaptive Randomized Sketching for Dynamic Nonsmooth Optimization [Conference Presentation]. 10.2172/2432004

Kouri, D.P. (2023). An Inexact Trust-Region Algorithm for Nonsmooth Nonconvex Optimization [Conference Presentation]. 10.2172/2431962

Jakeman, J.D., White, R.D., van Bloemen Waanders, B., Alexandarian, A., & Kouri, D.P. (2023). Risk-Averse Goal-Oriented Optimal Experimental Design Using Non-linear Models [Conference Presentation]. 10.2172/2431879

Kouri, D.P., Ridzal, D., & Antil, H. (2023). ALESQP: AN AUGMENTED LAGRANGIAN EQUALITY-CONSTRAINED SQP METHOD FOR OPTIMIZATION WITH GENERAL CONSTRAINTS. SIAM Journal on Optimization, 33(1), pp. 237-266. 10.1137/20m1378399

Kouri, D.P., & Baraldi, R.J. (2022). A proximal trust-region method for nonsmooth optimization with inexact function and gradient evaluations. Mathematical Programming, 201. 10.1007/s10107-022-01915-3

Baraldi, R.J., Kouri, D.P., Herberg, E., & Antil, H. (2022). Adaptive Randomized Sketching for Dynamic Nonsmooth Optimization [Conference Proceeding]. 10.1007/978-3-031-37003-8_17

White, R.D., van Bloemen Waanders, B., Jakeman, J.D., Kouri, D.P., & Alexanderian, A. (2022). Risk-aware Bayesian Goal-Oriented Optimal Experimental Design [Conference Poster]. 10.2172/2004805

Baraldi, R.J., & Kouri, D.P. (2022). An Inexact Trust-Region Algorithm for Nonsmooth Nonconvex Optimization [Conference Presentation]. 10.2172/2004401

Kouri, D.P. (2022). An inexact trust-region algorithm for nonsmooth nonconvex optimization [Conference Presentation]. 10.2172/2004205

Kouri, D.P., Ridzal, D., von Winckel, G., & Javeed, A. (2022). Get ROL-ing: An Introduction to Sandia's Rapid Optimization Library [Conference Presentation]. 10.2172/2004204

Ridzal, D., Kouri, D.P., Robinson, D., & Salloum, M. (2022). Uniform flow in axisymmetric devices through permeability optimization [Conference Presentation]. 10.2172/2004186

Jakeman, J.D., Kouri, D.P., & Huerta, J.G. (2022). Surrogate modeling for efficiently, accurately and conservatively estimating measures of risk. Reliability Engineering and System Safety, 221. 10.1016/j.ress.2021.108280

Kouri, D.P., & Surowiec, T.M. (2022). A primal–dual algorithm for risk minimization. Mathematical Programming, 193(1), pp. 337-363. 10.1007/s10107-020-01608-9

Hardesty, S., Antil, H., Kouri, D.P., & Ridzal, D. (2022). The strip method for shape derivatives [Conference Presentation]. International Journal for Numerical Methods in Engineering. 10.2172/1876615

White, R.D., van Bloemen Waanders, B., Jakeman, J.D., Alen, A., & Kouri, D.P. (2022). Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting [Conference Presentation]. 10.2172/2002238

Kouri, D.P. (2022). An Augmented Lagrangian Approach for Risk-Averse PDE-Constrained Optimization with State Constraints [Conference Presentation]. 10.2172/2002281

Robinson, D., Mahaffey-Dowd, D., Hui, C.S., Mills, B.E., Salloum, M., Ridzal, D., Kouri, D.P., & Miers, J.C. (2022). Additive manufacturing of porous lattices with spatially optimized permeability [Presentation]. https://www.osti.gov/biblio/2002253

Mahaffey-Dowd, D., Hui, C.S., Mills, B.E., Salloum, M., Ridzal, D., Kouri, D.P., Miers, J.C., & Robinson, D. (2022). Additive Manufacturing of Porous Material Lattices with Spatially Optimized Permeability [Conference Presentation]. 10.2172/2002102

Kouri, D.P. (2022). Randomized Sketching for Low-Memory Dynamic Optimization [Conference Presentation]. 10.2172/2001817

Kouri, D.P., Jakeman, J.D., Huerta, J.G., Walsh, T., Smith, C., & Uryasev, S. (2021). Risk-Adaptive Experimental Design for High-Consequence Systems: LDRD Final Report. 10.2172/1820307

Kouri, D.P. (2021). PDE-Constrained Optimization under Uncertainty [Presentation]. https://www.osti.gov/biblio/1886170

White, R.D., Jakeman, J.D., van Bloemen Waanders, B., Kouri, D.P., & Alexanderian, A. (2021). Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting [Conference Presentation]. 10.2172/1888463

Jakeman, J.D., Kouri, D.P., & Huerta, J.G. (2021). Surrogate Modeling For Efficiently, Accurately and Conservatively Estimating Measures of Risk [Conference Presentation]. 10.2172/1889571

Jakeman, J.D., Kouri, D.P., & Huerta, J.G. (2021). Surrogate Modeling For Efficiently Accurately and Conservatively Estimating Measures of Risk. 10.2172/1807455

Kouri, D.P. (2021). An Inexact Trust-Region Newton Method for Large-Scale Convex-Constrained Optimization [Conference Presentation]. 10.2172/1878281

Smith, C., Kouri, D.P., & Walsh, T. (2021). Risk Averse Optimal Experiment Design using R-Optimality for Vibration Control Inverse Problems [Conference Presentation]. 10.2172/1889064

Hardesty, S., Antil, H., Kouri, D.P., & Ridzal, D. (2021). The Strip Method for Shape Derivatives [Conference Presentation]. 10.2172/1876593

Robinson, D., Salloum, M., Ridzal, D., & Kouri, D.P. (2021). Fluid flow control devices with 3D-graded permeability [Conference Presentation]. 10.2172/1867123

Robinson, D., Salloum, M., Ridzal, D., & Kouri, D.P. (2021). Design of chromatography columns with 3D-graded permeability [Conference Presentation]. 10.2172/1861979

Kouri, D.P. (2021). Risk-Adapted Design of Experiments for High-Consequence Applications [Presentation]. https://www.osti.gov/biblio/1856305

Phillips, C.A., Chatter, M., Eckstein, J., Erturk, A., el-Kady, I.F., Gerbe, R., Kouri, D.P., Loughlin, W., Reinke, C.M., Rokkam, R., Ruzzene, M., Sugino, C., Swanson, C., & van Bloemen Waanders, B. (2021). Parallel Solver Framework for Mixed-Integer PDE-Constrained Optimization. 10.2172/1771009

Kouri, D.P., Antil, H., & Pfefferer, J. (2021). Risk-averse control of fractional diffusion with uncertain exponent. SIAM Journal on Control and Optimization, 59(2), pp. 1161-1187. 10.1137/20m1324958

Kouri, D.P., Muthukumar, R., & Udell, M. (2021). Randomized sketching algorithms for low-memory dynamic optimization. SIAM Journal on Optimization, 31(2), pp. 1242-1275. 10.1137/19m1272561

Kouri, D.P. (2020). Design of Experiments for Superquantile Regression [Presentation]. https://www.osti.gov/biblio/1877540

Robinson, D., Salloum, M., Ridzal, D., Kouri, D.P., Saiz, D.J., & Jared, B.H. (2020). Fluid flow control deviceswith 3D-graded permeability [Conference Presentation]. 10.2172/1831022

Ebeida, M., Abdelkader, A., Amenta, N., Kouri, D.P., Parekh, O.D., Phillips, C.A., & Winovich, N. (2020). Novel Geometric Operations for Linear Programming. 10.2172/1813669

Ridzal, D., & Kouri, D.P. (2020). An Augmented Lagrangian Equality-constrained SQP (ALESQP) Method for Function-space Optimization with General Constraints [Conference Presentation]. 10.2172/1877850