Karl Kunisch

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 50

Top Venues

SIAM J. Control. Optim.

CoRR

J. Optim. Theory Appl.

Comput. Optim. Appl.

Publications

Behzad Azmi, Lukas Herrmann, Karl Kunisch
Analysis of RHC for Stabilization of Nonautonomous Parabolic Equations Under Uncertainty. SIAM J. Control. Optim. 62 (1) (2024)
Sudeep Kundu, Karl Kunisch
Policy iteration for Hamilton-Jacobi-Bellman equations with control constraints. Comput. Optim. Appl. 87 (3) (2024)
Abdullah Abdullah, Martin Holler, Karl Kunisch, Malena Sabate Landman
Latent-Space Disentanglement with Untrained Generator Networks for the Isolation of Different Motion Types in Video Data. SSVM (2023)
Eduardo Casas, Karl Kunisch
Infinite Horizon Optimal Control Problems with Discount Factor on the State, Part II: Analysis of the Control Problem. SIAM J. Control. Optim. 61 (3) (2023)
Behzad Azmi, Karl Kunisch, Sérgio S. Rodrigues
Saturated Feedback Stabilizability to Trajectories for the Schlögl Parabolic Equation. IEEE Trans. Autom. Control. 68 (12) (2023)
Eduardo Casas, Karl Kunisch
Infinite Horizon Optimal Control Problems with Discount Factor on the State, Part I: Analysis of the Controlled State Equation. SIAM J. Control. Optim. 61 (3) (2023)
Karl Kunisch, Donato Vásquez-Varas
Optimal polynomial feedback laws for finite horizon control problems. Comput. Math. Appl. 148 (2023)
Tobias Breiten, Karl Kunisch
Improving the Convergence Rates for the Kinetic Fokker-Planck Equation by Optimal Control. SIAM J. Control. Optim. 61 (3) (2023)
Eduardo Casas, Karl Kunisch
Infinite Horizon Optimal Control Problems for a Class of Semilinear Parabolic Equations. SIAM J. Control. Optim. 60 (4) (2022)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation: A Stable Regularization Method for Inverse Problems. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Gilbert Peralta, Karl Kunisch
Mixed and hybrid Petrov-Galerkin finite element discretization for optimal control of the wave equation. Numerische Mathematik 150 (2) (2022)
Abdullah, Martin Holler, Karl Kunisch, Malena Sabate Landman
Nonlinear motion separation via untrained generator networks with disentangled latent space variables and applications to cardiac MRI. CoRR (2022)
Eduardo Casas, Karl Kunisch
. ACC (2022)
Victor A. Kovtunenko, Karl Kunisch
Shape Derivative for Penalty-Constrained Nonsmooth-Nonconvex Optimization: Cohesive Crack Problem. J. Optim. Theory Appl. 194 (2) (2022)
Behzad Azmi, Dante Kalise, Karl Kunisch
Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression. J. Mach. Learn. Res. 22 (2021)
Eduardo Casas, Karl Kunisch
Optimal Control of the Two-Dimensional Evolutionary Navier-Stokes Equations with Measure Valued Controls. SIAM J. Control. Optim. 59 (3) (2021)
Sergey Dolgov, Dante Kalise, Karl Kunisch
Tensor Decomposition Methods for High-dimensional Hamilton-Jacobi-Bellman Equations. SIAM J. Sci. Comput. 43 (3) (2021)
Tobias Breiten, Karl Kunisch
Neural network based nonlinear observers. Syst. Control. Lett. 148 (2021)
Dante Kalise, Sudeep Kundu, Karl Kunisch
Robust Feedback Control of Nonlinear PDEs by Numerical Approximation of High-Dimensional Hamilton-Jacobi-Isaacs Equations. SIAM J. Appl. Dyn. Syst. 19 (2) (2020)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation for Linear Inverse Problems. CVPR (2020)
Behzad Azmi, Karl Kunisch
Analysis of the Barzilai-Borwein Step-Sizes for Problems in Hilbert Spaces. J. Optim. Theory Appl. 185 (3) (2020)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation for Linear Inverse Problems. CoRR (2020)
Erich Kobler, Alexander Effland, Karl Kunisch, Thomas Pock
Total Deep Variation: A Stable Regularizer for Inverse Problems. CoRR (2020)
Alexander Effland, Erich Kobler, Karl Kunisch, Thomas Pock
Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. J. Math. Imaging Vis. 62 (3) (2020)
Sudeep Kundu, Karl Kunisch
Policy iteration for Hamilton-Jacobi-Bellman equations with control constraints. CoRR (2020)
Daria Ghilli, Karl Kunisch
On a Monotone Scheme for Nonconvex Nonsmooth Optimization with Applications to Fracture Mechanics. J. Optim. Theory Appl. 183 (2) (2019)
Behzad Azmi, Karl Kunisch
A Hybrid Finite-Dimensional RHC for Stabilization of Time-Varying Parabolic Equations. SIAM J. Control. Optim. 57 (5) (2019)
Sergey Dolgov, Dante Kalise, Karl Kunisch
A Tensor Decomposition Approach for High-Dimensional Hamilton-Jacobi-Bellman Equations. CoRR (2019)
Alexander Effland, Erich Kobler, Karl Kunisch, Thomas Pock
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. CoRR (2019)
Eduardo Casas, Karl Kunisch
Optimal Control of the Two-Dimensional Stationary Navier-Stokes Equations with Measure Valued Controls. SIAM J. Control. Optim. 57 (2) (2019)
Daria Ghilli, Karl Kunisch
-type problems, p ∈ (0, 1]. Comput. Optim. Appl. 72 (1) (2019)
Tobias Breiten, Karl Kunisch, Laurent Pfeiffer
Infinite-Horizon Bilinear Optimal Control Problems: Sensitivity Analysis and Polynomial Feedback Laws. SIAM J. Control. Optim. 56 (5) (2018)
Dante Kalise, Karl Kunisch
Polynomial Approximation of High-Dimensional Hamilton-Jacobi-Bellman Equations and Applications to Feedback Control of Semilinear Parabolic PDEs. SIAM J. Sci. Comput. 40 (2) (2018)
Armin Rund, Christoph S. Aigner, Karl Kunisch, Rudolf Stollberger
Magnetic Resonance RF Pulse Design by Optimal Control With Physical Constraints. IEEE Trans. Medical Imaging 37 (2) (2018)
Dante Kalise, Karl Kunisch, Zhiping Rao
Sparse and Switching Infinite Horizon Optimal Control with Nonconvex Penalizations. CoRR (2018)
Zijia Peng, Karl Kunisch
Optimal Control of Elliptic Variational-Hemivariational Inequalities. J. Optim. Theory Appl. 178 (1) (2018)
Christian Clason, Armin Rund, Karl Kunisch
Nonconvex penalization of switching control of partial differential equations. Syst. Control. Lett. 106 (2017)
Tobias Breiten, Karl Kunisch, Sérgio S. Rodrigues
Feedback Stabilization to Nonstationary Solutions of a Class of Reaction Diffusion Equations of FitzHugh-Nagumo Type. SIAM J. Control. Optim. 55 (4) (2017)
Eduardo Casas, Karl Kunisch
Stabilization by Sparse Controls for a Class of Semilinear Parabolic Equations. SIAM J. Control. Optim. 55 (1) (2017)
Chamakuri Nagaiah, Karl Kunisch
Primal-dual active set strategy for large scale optimization of cardiac defibrillation. Appl. Math. Comput. 292 (2017)
Dante Kalise, Karl Kunisch, Zhiping Rao
Infinite Horizon Sparse Optimal Control. J. Optim. Theory Appl. 172 (2) (2017)
Eduardo Casas, Florian Kruse, Karl Kunisch
Optimal Control of Semilinear Parabolic Equations by BV-Functions. SIAM J. Control. Optim. 55 (3) (2017)
Karl Kunisch, Philip Trautmann, Boris Vexler
Optimal Control of the Undamped Linear Wave Equation with Measure Valued Controls. SIAM J. Control. Optim. 54 (3) (2016)
Stephen L. Keeling, Karl Kunisch
Approaches to Computing the Geometric Median and Principal and Independent Components. J. Math. Imaging Vis. 56 (1) (2016)
Christian Clason, Armin Rund, Karl Kunisch, Richard C. Barnard
A convex penalty for switching control of partial differential equations. Syst. Control. Lett. 89 (2016)
Dante Kalise, Axel Kröner, Karl Kunisch
Local Minimization Algorithms for Dynamic Programming Equations. SIAM J. Sci. Comput. 38 (3) (2016)
Kazufumi Ito, Karl Kunisch
A Sequential Method for a Class of Stable Mathematical Programming Problems. SIAM J. Optim. 26 (2) (2016)
Behzad Azmi, Karl Kunisch
On the Stabilizability of the Burgers Equation by Receding Horizon Control. SIAM J. Control. Optim. 54 (3) (2016)
Tobias Breiten, Karl Kunisch
Feedback stabilization of the Schlögl model by LQG-balanced truncation. ECC (2015)
Dante Kalise, Axel Kröner, Karl Kunisch
Local minimization algorithms for dynamic programming equations. CoRR (2015)
Chamakuri Nagaiah, Christian Engwer, Karl Kunisch
Boundary control of bidomain equations with state-dependent switching source functions in the ionic model. J. Comput. Phys. 273 (2014)
Victor A. Kovtunenko, Karl Kunisch
High Precision Identification of an Object: Optimality-Conditions-Based Concept of Imaging. SIAM J. Control. Optim. 52 (1) (2014)
Eduardo Casas, Karl Kunisch
Optimal Control of Semilinear Elliptic Equations in Measure Spaces. SIAM J. Control. Optim. 52 (1) (2014)
Axel Kröner, Karl Kunisch
A minimum effort optimal control problem for the wave equation. Comput. Optim. Appl. 57 (1) (2014)
Kazufumi Ito, Karl Kunisch
A Note on the Existence of Nonsmooth Nonconvex Optimization Problems. J. Optim. Theory Appl. 163 (3) (2014)
Sebastian Götschel, Chamakuri Nagaiah, Karl Kunisch, Martin Weiser
Lossy Compression in Optimal Control of Cardiac Defibrillation. J. Sci. Comput. 60 (1) (2014)
Kazufumi Ito, Karl Kunisch
, $p\in [0, 1)$, Control Cost. SIAM J. Control. Optim. 52 (2) (2014)
Martin Holler, Karl Kunisch
On Infimal Convolution of TV-Type Functionals and Applications to Video and Image Reconstruction. SIAM J. Imaging Sci. 7 (4) (2014)
Tobias Breiten, Karl Kunisch
Riccati-Based Feedback Control of the Monodomain Equations With the Fitzhugh-Nagumo Model. SIAM J. Control. Optim. 52 (6) (2014)
Karl Kunisch, Konstantin Pieper, Boris Vexler
Measure Valued Directional Sparsity for Parabolic Optimal Control Problems. SIAM J. Control. Optim. 52 (5) (2014)
H. Kasumba, Karl Kunisch
On Computation of the Shape Hessian of the Cost Functional Without Shape Sensitivity of the State Variable. J. Optim. Theory Appl. 162 (3) (2014)
Roland Herzog, Karl Kunisch, Jörn Sass
Primal-dual methods for the computation of trading regions under proportional transaction costs. Math. Methods Oper. Res. 77 (1) (2013)
Karl Kunisch, Xiliang Lu
Optimal control for elliptic systems with pointwise euclidean norm constraints on the controls. Math. Program. 142 (1-2) (2013)
Karl Kunisch, Thomas Pock
A Bilevel Optimization Approach for Parameter Learning in Variational Models. SIAM J. Imaging Sci. 6 (2) (2013)
H. Kasumba, Karl Kunisch
Vortex control of instationary channel flows using translation invariant cost functionals. Comput. Optim. Appl. 55 (1) (2013)
Eduardo Casas, Christian Clason, Karl Kunisch
Parabolic Control Problems in Measure Spaces with Sparse Solutions. SIAM J. Control. Optim. 51 (1) (2013)
Karl Kunisch, Daniel Wachsmuth
On Time Optimal Control of the Wave Equation and Its Numerical Realization as Parametric Optimization Problem. SIAM J. Control. Optim. 51 (2) (2013)
Karl Kunisch, Daniel Wachsmuth
Path-following for optimal control of stationary variational inequalities. Comput. Optim. Appl. 51 (3) (2012)
H. Kasumba, Karl Kunisch
On free surface PDE constrained shape optimization problems. Appl. Math. Comput. 218 (23) (2012)
Eduardo Casas, Christian Clason, Karl Kunisch
Approximation of Elliptic Control Problems in Measure Spaces with Sparse Solutions. SIAM J. Control. Optim. 50 (4) (2012)
Christian Clason, Karl Kunisch
A measure space approach to optimal source placement. Comput. Optim. Appl. 53 (1) (2012)
H. Kasumba, Karl Kunisch
Vortex control in channel flows using translational invariant cost functionals. Comput. Optim. Appl. 52 (3) (2012)
Karl Kunisch, Chamakuri Nagaiah, Marcus Wagner
A parallel Newton-Krylov method for optimal control of the monodomain model in cardiac electrophysiology. Comput. Vis. Sci. 14 (6) (2011)
Chamakuri Nagaiah, Karl Kunisch, Gernot Plank
Numerical solution for optimal control of the reaction-diffusion equations in cardiac electrophysiology. Comput. Optim. Appl. 49 (1) (2011)
Kazufumi Ito, Karl Kunisch
Karush-Kuhn-Tucker Conditions for Nonsmooth Mathematical Programming Problems in Function Spaces. SIAM J. Control. Optim. 49 (5) (2011)
Kazufumi Ito, Karl Kunisch
Minimal Effort Problems and Their Treatment by Semismooth Newton Methods. SIAM J. Control. Optim. 49 (5) (2011)
Michael Hintermüller, Victor A. Kovtunenko, Karl Kunisch
Obstacle Problems with Cohesion: A Hemivariational Inequality Approach and Its Efficient Numerical Solution. SIAM J. Optim. 21 (2) (2011)
Axel Kröner, Karl Kunisch, Boris Vexler
Semismooth Newton Methods for Optimal Control of the Wave Equation with Control Constraints. SIAM J. Control. Optim. 49 (2) (2011)
Christian Clason, Bangti Jin, Karl Kunisch
-TV Image Restoration with Automatic Regularization Parameter Choice. SIAM J. Sci. Comput. 32 (3) (2010)
Christian Clason, Bangti Jin, Karl Kunisch
Data Fitting with Automatic Choice of Regularization Parameters and Noise Calibration. SIAM J. Imaging Sci. 3 (2) (2010)
Kazufumi Ito, Karl Kunisch, Volker Schulz, Ilia Gherman
Approximate Nullspace Iterations for KKT Systems. SIAM J. Matrix Anal. Appl. 31 (4) (2010)
Karl Kunisch, Kewei Liang, Xiliang Lu
Optimal Control for an Elliptic System with Polygonal State Constraints. SIAM J. Control. Optim. 48 (8) (2010)
Kristian Bredies, Karl Kunisch, Thomas Pock
Total Generalized Variation. SIAM J. Imaging Sci. 3 (3) (2010)
Kazufumi Ito, Karl Kunisch
Semismooth Newton Methods for Time-Optimal Control for a Class of ODEs. SIAM J. Control. Optim. 48 (6) (2010)
Kazufumi Ito, Karl Kunisch
Asymptotic Properties of Feedback Solutions for a Class of Quantum Control Problems. SIAM J. Control. Optim. 48 (4) (2009)
Kazufumi Ito, Karl Kunisch
On a semi-smooth Newton method and its globalization. Math. Program. 118 (2) (2009)
Michael Hintermüller, Karl Kunisch
PDE-Constrained Optimization Subject to Pointwise Constraints on the Control, the State, and Its Derivative. SIAM J. Optim. 20 (3) (2009)
Kazufumi Ito, Karl Kunisch
Reduced-Order Optimal Control Based on Approximate Inertial Manifolds for Nonlinear Dynamical Systems. SIAM J. Numer. Anal. 46 (6) (2008)
Karl Kunisch, Boris Vexler
Optimal Vortex Reduction for Instationary Flows Based on Translation Invariant Cost Functionals. SIAM J. Control. Optim. 46 (4) (2007)
Karl Kunisch, Boris Vexler
for a Class of Evolution Equations. SIAM J. Control. Optim. 46 (5) (2007)
Kazufumi Ito, Karl Kunisch
Optimal Bilinear Control of an Abstract Schrödinger Equation. SIAM J. Control. Optim. 46 (1) (2007)
Kazufumi Ito, Karl Kunisch
Convergence of the Primal-Dual Active Set Strategy for Diagonally Dominant Systems. SIAM J. Control. Optim. 46 (1) (2007)
Alfio Borzì, Karl Kunisch
A globalization strategy for the multigrid solution of elliptic optimal control problems. Optim. Methods Softw. 21 (3) (2006)
Kazufumi Ito, Karl Kunisch
Receding Horizon Control with Incomplete Observations. SIAM J. Control. Optim. 45 (1) (2006)
Michael Hintermüller, Karl Kunisch
Path-following Methods for a Class of Constrained Minimization Problems in Function Space. SIAM J. Optim. 17 (1) (2006)
Michael Hintermüller, Karl Kunisch
Feasible and Noninterior Path-Following in Constrained Minimization with Low Multiplier Regularity. SIAM J. Control. Optim. 45 (4) (2006)
Juan Carlos de los Reyes, Karl Kunisch
A Semi-smooth Newton Method for Regularized State-constrained Optimal Control of the Navier-Stokes Equations. Computing 78 (4) (2006)
Karl Kunisch, Jörn Sass
Trading Regions Under Proportional Transaction Costs. OR (2006)
Roland Griesse, Karl Kunisch
Optimal Control for a Stationary MHD System in Velocity-Current Formulation. SIAM J. Control. Optim. 45 (5) (2006)
Tommi Kärkkäinen, Karl Kunisch, Kirsi Majava
-Fitting. Computing 74 (4) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Karl Kunisch