Publications

Get ROL-ing: An Introduction to Sandia's Rapid Optimization Library

International Conference on Continuous Optimization

Drew Philip Kouri, Denis Ridzal, Gregory John von Winckel, Aurya Javeed

An inexact trust-region algorithm for nonsmooth nonconvex optimization

International Conference on Continuous Optimization

Drew Philip Kouri

Uniform flow in axisymmetric devices through permeability optimization

7th International Conference on Continuous Optimization

Denis Ridzal, Drew Philip Kouri, David Robinson, Maher Salloum

An inexact trust-region algorithm for nonsmooth nonconvex optimization

Regularization and Augmented Lagrangian techniques for large-scale optimization

Drew Philip Kouri

Get ROL-ing

International Conference on Continuous Optimization

Aurya Javeed, Drew Philip Kouri, Denis Ridzal, Gregory John von Winckel

Bayesian risk-averse optimal experimental design with feedback

UT Austin working group

Rebekah Dale White, Bart G van Bloemen Waanders, Drew Philip Kouri, John Davis Jakeman, Alen Alexanderian

An Augmented Lagrangian Approach for Risk-Averse PDE-Constrained Optimization with State Constraints

SIAM Conference on Uncertainty Quantification

Drew Philip Kouri

Additive manufacturing of porous lattices with spatially optimized permeability

Material Science Research Foundation External Review Board meeting

David Robinson, Declan Thomas Mahaffey-Dowd, Carly Sin Yiu Hui, Bernice E. Mills, Maher Salloum, Denis Ridzal, Drew Philip Kouri, John Carter Miers

Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting

Siam Uq

Rebekah Dale White, Bart G van Bloemen Waanders, John Davis Jakeman, Alexanderian Alen, Drew Philip Kouri

Additive Manufacturing of Porous Material Lattices with Spatially Optimized Permeability

American Chemical Society Spring 2022

Declan Thomas Mahaffey-Dowd, Carly Sin Yiu Hui, Bernice E. Mills, Maher Salloum, Denis Ridzal, Drew Philip Kouri, John Carter Miers, David Robinson

Randomized Sketching for Low-Memory Dynamic Optimization

SIAM Conference on Parallel Processing for Scientific Computing

Drew Philip Kouri

Surrogate Modeling For Efficiently, Accurately and Conservatively Estimating Measures of Risk

Reliability Engineering & System Safety

John Davis Jakeman, Drew Philip Kouri, Jose Gabriel Huerta

https://www.osti.gov/search/identifier:1845389

The Strip Method for Shape Derivatives

International Journal for Numerical Methods in Engineering

Sean Hardesty, Harbir Antil, Drew Philip Kouri, Denis Ridzal

https://www.osti.gov/search/identifier:1841999

Risk-Averse Control of Fractional Diffusion with Uncertain Exponent

SIAM Journal on Uncertainty Quantification

Drew Philip Kouri, Harbir Antil, Johannes Pfefferer

https://www.osti.gov/search/identifier:1827610

Additive manufacturing of porous material lattices with spatially optimized permeability

ACS Spring 2022 Conference

Declan Thomas Mahaffey-Dowd, Carly Sin Yiu Hui, Bernice E. Mills, Maher Salloum, Denis Ridzal, Drew Philip Kouri, David B. Robinson

Surrogate Modeling For Efficiently, Accurately and Conservatively Estimating Measures of Risk

Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology

John Davis Jakeman, Drew Philip Kouri, Jose Gabriel Huerta

Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting

Mechanistic Machine Learning and Digital Twins for Compuational Science, Engineering & Technology

Rebekah Dale White, John Davis Jakeman, Bart G van Bloemen Waanders, Drew Philip Kouri, Alex Alexanderian

Risk-Adaptive Experimental Design for High-Consequence Systems: LDRD Final Report

Drew Philip Kouri, John Davis Jakeman, Jose Gabriel Huerta, Timothy Walsh, Chandler Baldwin Smith, Stan Uryasev

https://www.osti.gov/search/identifier:1820307

PDE-Constrained Optimization under Uncertainty

DFG-SPP 1962 Summer School on Optimization under Uncertainty

Drew Philip Kouri

Risk Averse Optimal Experiment Design using R-Optimality for Vibration Control Inverse Problems

16th U.S. National Congress on Computational Mechanics

Chandler Baldwin Smith, Drew Philip Kouri, Timothy Walsh

An Inexact Trust-Region Newton Method for Large-Scale Convex-Constrained Optimization

SIAM Conference on Optimization

Drew Philip Kouri

https://www.osti.gov/search/identifier:1878281

The Strip Method for Shape Derivatives

SIAM Conference on Optimization (OP21)

Sean Hardesty, Harbir Antil, Drew Philip Kouri, Denis Ridzal

https://www.osti.gov/search/identifier:1876615

The Strip Method for Shape Derivatives

SIAM Conference on Control and Its Applications (CT21)

Sean Hardesty, Harbir Antil, Drew Philip Kouri, Denis Ridzal

https://www.osti.gov/search/identifier:1876593

Surrogate Modeling For Efficiently, Accurately and Conservatively Estimating Measures of Risk

John Davis Jakeman, Drew Philip Kouri, Jose Gabriel Huerta

https://www.osti.gov/search/identifier:1807455

Fluid flow control devices with 3D-graded permeability

Interpore 2021

David Robinson, Maher Salloum, Denis Ridzal, Drew Philip Kouri

https://www.osti.gov/search/identifier:1867123