Matthias Heinkenschloss

37 papers Journal 35Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Generalized ℓ CoRR Dane S. Grundvig, Matthias Heinkenschloss
2025	J	`jnl`	Defining Foundation Models for Computational Science: A Call for Clarity and Rigor. CoRR Youngsoo Choi, Siu Wun Cheung, Youngkyu Kim, Ping-Hsuan Tsai, Alejandro N. Diaz, Ivan Zanardi, Seung Whan Chung, Dylan Matthew Copeland, Coleman Kendrick, William Anderson, Traian Iliescu, Matthias Heinkenschloss
2025	J	`jnl`	Line-search based optimization using function approximations with tunable accuracy. Optim. Methods Softw. Dane S. Grundvig, Matthias Heinkenschloss
2025	J	`jnl`	Optimization problems governed by systems of PDEs with uncertainties. Acta Numer. Matthias Heinkenschloss, Drew P. Kouri
2025	J	`jnl`	Sensitivity of ODE Solutions and Quantities of Interest with Respect to Component Functions in the Dynamics. SIAM J. Numer. Anal. Jonathan R. Cangelosi, Matthias Heinkenschloss
2024	J	`jnl`	Analysis of the SUPG Method for the Solution of Optimal Control Problems. CoRR S. Scott Collis, Matthias Heinkenschloss
2023	J	`jnl`	A fast and accurate domain-decomposition nonlinear manifold reduced order model. CoRR Alejandro N. Diaz, Youngsoo Choi, Matthias Heinkenschloss
2023	J	`jnl`	Interpolatory model reduction of quadratic-bilinear dynamical systems with quadratic-bilinear outputs. Adv. Comput. Math. Alejandro N. Diaz, Matthias Heinkenschloss, Ion Victor Gosea, Athanasios C. Antoulas
2023	J	`jnl`	Nonlinear-manifold reduced order models with domain decomposition. CoRR Alejandro N. Diaz, Youngsoo Choi, Matthias Heinkenschloss
2020	J	`jnl`	A new unified model to simulate columns with multiple phase divisions and their impact on energy savings. Comput. Chem. Eng. Lilian C. K. Biasi, Matthias Heinkenschloss, Fabio R. M. Batista, Roger J. Zemp, Ana L. R. Romano, Antonio J. A. Meirelles
2020	J	`jnl`	Adaptive Reduced-Order Model Construction for Conditional Value-at-Risk Estimation. SIAM/ASA J. Uncertain. Quantification Matthias Heinkenschloss, Boris Kramer, Timur Takhtaganov
2018	J	`jnl`	Conditional-Value-at-Risk Estimation via Reduced-Order Models. SIAM/ASA J. Uncertain. Quantification Matthias Heinkenschloss, Boris Kramer, Timur Takhtaganov, Karen Willcox
2018	J	`jnl`	Reduced Order Modeling for Time-Dependent Optimization Problems with Initial Value Controls. SIAM J. Sci. Comput. Matthias Heinkenschloss, Dörte Jando
2017	J	`jnl`	Shape Optimization of Shell Structure Acoustics. SIAM J. Control. Optim. Harbir Antil, Sean Hardesty, Matthias Heinkenschloss
2014	J	`jnl`	A Matrix-Free Trust-Region SQP Method for Equality Constrained Optimization. SIAM J. Optim. Matthias Heinkenschloss, Denis Ridzal
2014	J	`jnl`	Inexact Objective Function Evaluations in a Trust-Region Algorithm for PDE-Constrained Optimization under Uncertainty. SIAM J. Sci. Comput. Drew P. Kouri, Matthias Heinkenschloss, Denis Ridzal, Bart G. van Bloemen Waanders
2013	J	`jnl`	A Trust-Region Algorithm with Adaptive Stochastic Collocation for PDE Optimization under Uncertainty. SIAM J. Sci. Comput. Drew P. Kouri, Matthias Heinkenschloss, Denis Ridzal, Bart G. van Bloemen Waanders
2012	J	`jnl`	Local Error Analysis of Discontinuous Galerkin Methods for Advection-Dominated Elliptic Linear-Quadratic Optimal Control Problems. SIAM J. Numer. Anal. Dmitriy Leykekhman, Matthias Heinkenschloss
2012	J	`jnl`	Reduced order modeling based shape optimization of surface acoustic wave driven microfluidic biochips. Math. Comput. Simul. Harbir Antil, Matthias Heinkenschloss, Ronald H. W. Hoppe, Christopher Linsenmann, Achim Wixforth
2011	J	`jnl`	Balanced truncation model reduction for systems with inhomogeneous initial conditions. Autom. Matthias Heinkenschloss, Timo Reis, Athanasios C. Antoulas
2011	J	`jnl`	Domain decomposition and balanced truncation model reduction for shape optimization of the Stokes system. Optim. Methods Softw. Harbir Antil, Matthias Heinkenschloss, Ronald H. W. Hoppe
2010	J	`jnl`	Domain decomposition and model reduction for the numerical solution of PDE constrained optimization problems with localized optimization variables. Comput. Vis. Sci. Harbir Antil, Matthias Heinkenschloss, Ronald H. W. Hoppe, Danny C. Sorensen
2010	J	`jnl`	Local Error Estimates for SUPG Solutions of Advection-Dominated Elliptic Linear-Quadratic Optimal Control Problems. SIAM J. Numer. Anal. Matthias Heinkenschloss, Dmitriy Leykekhman
2009	—	`conf`	Model reduction with a-priori error bounds for a class of nonlinear electrical circuits. CDC Timo Reis, Matthias Heinkenschloss
2009	—	`ch.`	Sequential Quadratic Programming: Interior Point Methods for Distributed Optimal Control Problems. Encyclopedia of Optimization Matthias Heinkenschloss
2008	J	`jnl`	Balanced Truncation Model Reduction for a Class of Descriptor Systems with Application to the Oseen Equations. SIAM J. Sci. Comput. Matthias Heinkenschloss, Danny C. Sorensen, Kai Sun
2006	J	`jnl`	Neumann-Neumann Domain Decomposition Preconditioners for Linear-Quadratic Elliptic Optimal Control Problems. SIAM J. Sci. Comput. Matthias Heinkenschloss, Hoang Nguyen
2003	J	`jnl`	Optimization and control of distributed systems. Syst. Control. Lett. Matthias Heinkenschloss
2002	J	`jnl`	Analysis of Inexact Trust-Region SQP Algorithms. SIAM J. Optim. Matthias Heinkenschloss, Luís Nunes Vicente
2000	J	`jnl`	Solution of elliptic partial differential equations by an optimization-based domain decomposition method. Appl. Math. Comput. Max D. Gunzburger, Matthias Heinkenschloss, Hyesuk K. Lee
1999	J	`jnl`	An interface optimization and application for the numerical solution of optimal control problems. ACM Trans. Math. Softw. Matthias Heinkenschloss, Luís Nunes Vicente
1999	J	`jnl`	Superlinear and quadratic convergence of affine-scaling interior-point Newton methods for problems with simple bounds without strict complementarity assumption. Math. Program. Matthias Heinkenschloss, Michael Ulbrich, Stefan Ulbrich
1996	J	`jnl`	Projected Sequential Quadratic Programming Methods. SIAM J. Optim. Matthias Heinkenschloss
1994	J	`jnl`	On the solution of a two ball trust region subproblem. Math. Program. Matthias Heinkenschloss
1993	J	`jnl`	Mesh Independence for Nonlinear Least Squares Problems with Norm Constraints. SIAM J. Optim. Matthias Heinkenschloss
1992	J	`jnl`	Numerical Solution of a Semilinear Parabolic Control Problem Universität Trier, Mathematik/Informatik, Forschungsbericht Matthias Heinkenschloss
1992	J	`jnl`	On the Solution of a Two Ball Trust Region Subproblem Universität Trier, Mathematik/Informatik, Forschungsbericht Matthias Heinkenschloss