Michael Hintermüller

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 19

Top Topics

Image Denoising

Sensor Placement

Decomposition Methods

Ambrosio Tortorelli

Top Venues

J. Math. Imaging Vis.

SIAM J. Control. Optim.

Publications

Michael Hintermüller, Steven-Marian Stengl
A Generalized Γ-Convergence Concept for a Class of Equilibrium Problems. J. Nonlinear Sci. 34 (5) (2024)
Guozhi Dong, Michael Hintermüller, Kostas Papafitsoros
A Descent Algorithm for the Optimal Control of ReLU Neural Network Informed PDEs Based on Approximate Directional Derivatives. SIAM J. Optim. 34 (3) (2024)
Renita Danabalan, Michael Hintermüller, Thomas Koprucki, Karsten Tabelow
MaRDI Building Research Data Infrastructures for Mathematics and the Mathematical Sciences. CoRDI (2023)
Deborah B. Gahururu, Michael Hintermüller, Thomas M. Surowiec
Risk-neutral PDE-constrained generalized Nash equilibrium problems. Math. Program. 198 (2) (2023)
Michael Hintermüller, Steven-Marian Stengl, Thomas M. Surowiec
Uncertainty Quantification in Image Segmentation Using the Ambrosio-Tortorelli Approximation of the Mumford-Shah Energy. J. Math. Imaging Vis. 63 (9) (2021)
Michael Hintermüller, Nikolai Strogies
Identification of the friction function in a semilinear system for gas transport through a network. Optim. Methods Softw. 35 (3) (2020)
Amal Alphonse, Michael Hintermüller, Carlos N. Rautenberg
Stability of the Solution Set of Quasi-variational Inequalities and Optimal Control. SIAM J. Control. Optim. 58 (6) (2020)
Lothar Banz, Michael Hintermüller, Andreas Schröder
A posteriori error control for distributed elliptic optimal control problems with control constraints discretized by hp-finite elements. Comput. Math. Appl. 80 (11) (2020)
Guozhi Dong, Michael Hintermüller, Kostas Papafitsoros
Optimization with learning-informed differential equation constraints and its applications. CoRR (2020)
Jean-François Aujol, Jalal Fadili, Michael Hintermüller, Gabriel Peyré, Gerlind Plonka-Hoch, Gabriele Steidl
Guest Editorial JMIV Special Issue Mathematics and Image Analysis (MIA). J. Math. Imaging Vis. 61 (5) (2019)
Lukás Adam, Michael Hintermüller, Dirk Peschka, Thomas M. Surowiec
Optimization of a Multiphysics Problem in Semiconductor Laser Design. SIAM J. Appl. Math. 79 (1) (2019)
Guozhi Dong, Michael Hintermüller, Kostas Papafitsoros
Quantitative Magnetic Resonance Imaging: From Fingerprinting to Integrated Physics-Based Models. SIAM J. Imaging Sci. 12 (2) (2019)
Michael Hintermüller, Carlos N. Rautenberg
Optimal Selection of the Regularization Function in a Weighted Total Variation Model. Part I: Modelling and Theory. J. Math. Imaging Vis. 59 (3) (2017)
Michael Hintermüller, Tobias Keil, Donat Wegner
Optimal Control of a Semidiscrete Cahn-Hilliard-Navier-Stokes System with Nonmatched Fluid Densities. SIAM J. Control. Optim. 55 (3) (2017)
Michael Hintermüller, Carlos N. Rautenberg, Masoumeh Mohammadi, Martin Kanitsar
Optimal Sensor Placement: A Robust Approach. SIAM J. Control. Optim. 55 (6) (2017)
Michael Hintermüller, Carlos N. Rautenberg, Tao Wu, Andreas Langer
Optimal Selection of the Regularization Function in a Weighted Total Variation Model. Part II: Algorithm, Its Analysis and Numerical Tests. J. Math. Imaging Vis. 59 (3) (2017)
Michael Hintermüller, Thomas M. Surowiec
A bundle-free implicit programming approach for a class of elliptic MPECs in function space. Math. Program. 160 (1-2) (2016)
Michael Hintermüller, Simon Rösel
A duality-based path-following semismooth Newton method for elasto-plastic contact problems. J. Comput. Appl. Math. 292 (2016)
Kevin Sturm, Michael Hintermüller, Dietmar Hömberg
Distortion compensation as a shape optimisation problem for a sharp interface model. Comput. Optim. Appl. 64 (2) (2016)
Michael Hintermüller, Andreas Langer
Non-Overlapping Domain Decomposition Methods For Dual Total Variation Based Image Denoising. J. Sci. Comput. 62 (2) (2015)
Michael Hintermüller, Thomas M. Surowiec, A. Kämmler
Generalized Nash Equilibrium Problems in Banach Spaces: Theory, Nikaido-Isoda-Based Path-Following Methods, and Applications. SIAM J. Optim. 25 (3) (2015)
Michael Hintermüller, J. Rasch
Several path-following methods for a class of gradient constrained variational inequalities. Comput. Math. Appl. 69 (10) (2015)
Michael Hintermüller, Tuomo Valkonen, Tao Wu
Models. SIAM J. Imaging Sci. 8 (4) (2015)
Michael Hintermüller, Tao Wu
Robust Principal Component Pursuit via Inexact Alternating Minimization on Matrix Manifolds. J. Math. Imaging Vis. 51 (3) (2015)
Michael Hintermüller, Boris S. Mordukhovich, Thomas M. Surowiec
Several approaches for the derivation of stationarity conditions for elliptic MPECs with upper-level control constraints. Math. Program. 146 (1-2) (2014)
Michael Hintermüller, Tao Wu
-regularized Newton scheme for variational models with concave sparsity-promoting priors. Comput. Optim. Appl. 57 (1) (2014)
Michael Hintermüller, Donat Wegner
Optimal Control of a Semidiscrete Cahn-Hilliard-Navier-Stokes System. SIAM J. Control. Optim. 52 (1) (2014)
Michael Hintermüller, Anton Schiela, Winnifried Wollner
The Length of the Primal-Dual Path in Moreau-Yosida-Based Path-Following Methods for State Constrained Optimal Control. SIAM J. Optim. 24 (1) (2014)
Michael Hintermüller, Daniel Marahrens, Peter A. Markowich, Christof Sparber
Optimal Bilinear Control of Gross-Pitaevskii Equations. SIAM J. Control. Optim. 51 (3) (2013)
Antonin Chambolle, Michael Hintermüller, Thomas Pock, Christoph Schnörr, Gabriele Steidl
Guest Editorial: Variational Models, Convex Analysis and Numerical Optimization in Mathematical Imaging. J. Math. Imaging Vis. 47 (3) (2013)
Michael Hintermüller, Andreas Langer
Data-Fidelity in Image Processing. SIAM J. Imaging Sci. 6 (4) (2013)
Michael Hintermüller, Tao Wu
-Models in Image Restoration: Analysis and a Trust-Region Regularization-Based Superlinearly Convergent Solver. SIAM J. Imaging Sci. 6 (3) (2013)
Kristian Bredies, Yiqiu Dong, Michael Hintermüller
Spatially dependent regularization parameter selection in total generalized variation models for image restoration. Int. J. Comput. Math. 90 (1) (2013)
Michael Hintermüller, Carlos N. Rautenberg
Parabolic Quasi-variational Inequalities with Gradient-Type Constraints. SIAM J. Optim. 23 (4) (2013)
Michael Hintermüller, Michael Hinze, Christian Kahle
An adaptive finite element Moreau-Yosida-based solver for a coupled Cahn-Hilliard/Navier-Stokes system. J. Comput. Phys. 235 (2013)
Michael Hintermüller, Martin Skutella
Special issue of the ISMP 2012 in Berlin. Math. Program. 134 (1) (2012)
Michael Hintermüller, Donat Wegner
Distributed Optimal Control of the Cahn-Hilliard System Including the Case of a Double-Obstacle Homogeneous Free Energy Density. SIAM J. Control. Optim. 50 (1) (2012)
Michael Hintermüller, Carlos N. Rautenberg
A Sequential Minimization Technique for Elliptic Quasi-variational Inequalities with Gradient Constraints. SIAM J. Optim. 22 (4) (2012)
Stephen L. Keeling, Christian Clason, Michael Hintermüller, Florian Knoll, Antoine Laurain, Gregory von Winckel
An image space approach to Cartesian based parallel MR imaging with total variation regularization. Medical Image Anal. 16 (1) (2012)
Michael Hintermüller, Antoine Laurain, Antonio André Novotny
Second-order topological expansion for electrical impedance tomography. Adv. Comput. Math. 36 (2) (2012)
Michael Hintermüller, Antoine Laurain
Optimal Shape Design Subject to Elliptic Variational Inequalities. SIAM J. Control. Optim. 49 (3) (2011)
Stephen L. Keeling, Michael Hintermüller, Florian Knoll, Daniel Kraft, Antoine Laurain
A total variation based approach to correcting surface coil magnetic resonance images. Appl. Math. Comput. 218 (2) (2011)
Michael Hintermüller, I. Kopacka
A smooth penalty approach and a nonlinear multigrid algorithm for elliptic MPECs. Comput. Optim. Appl. 50 (1) (2011)
Yiqiu Dong, Michael Hintermüller, M. Monserrat Rincon-Camacho
-TV Framework for Color Image Restoration. Int. J. Comput. Vis. 92 (3) (2011)
Yiqiu Dong, Michael Hintermüller, M. Monserrat Rincon-Camacho
Automated Regularization Parameter Selection in Multi-Scale Total Variation Models for Image Restoration. J. Math. Imaging Vis. 40 (1) (2011)
Michael Hintermüller, Michael Hinze, Moulay Hicham Tber
An adaptive finite-element Moreau-Yosida-based solver for a non-smooth Cahn-Hilliard problem. Optim. Methods Softw. 26 (4-5) (2011)
Michael Hintermüller, Victor A. Kovtunenko
From shape variation to topological changes in constrained minimization: a velocity method-based concept. Optim. Methods Softw. 26 (4-5) (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)
Charlie Elliott, Michael Hintermüller, Günter Leugering, Jan Sokolowski
Special issue on advances in shape and topology optimization: theory, numerics and new applications areas. Optim. Methods Softw. 26 (4-5) (2011)
Michael Hintermüller, Thomas M. Surowiec
First-Order Optimality Conditions for Elliptic Mathematical Programs with Equilibrium Constraints via Variational Analysis. SIAM J. Optim. 21 (4) (2011)
Michael Hintermüller, Tao Wu
A Smoothing Descent Method for Nonconvex TV $$^q$$ -Models. Efficient Algorithms for Global Optimization Methods in Computer Vision (2011)
Raymond H. Chan, Yiqiu Dong, Michael Hintermüller
-TV Method for Restoring Blurred Images with Impulse Noise. IEEE Trans. Image Process. 19 (7) (2010)
Michael Hintermüller, Antoine Laurain
A shape and topology optimization technique for solving a class of linear complementarity problems in function space. Comput. Optim. Appl. 46 (3) (2010)
Michael Hintermüller, Moulay Hicham Tber
An Inverse Problem in American Options as a Mathematical Program with Equilibrium Constraints: C-Stationarity and an Active-Set-Newton Solver. SIAM J. Control. Optim. 48 (7) (2010)
Michael Hintermüller, Ronald H. W. Hoppe
Goal-Oriented Adaptivity in Pointwise State Constrained Optimal Control of Partial Differential Equations. SIAM J. Control. Optim. 48 (8) (2010)
Michael Hintermüller, I. Kopacka
Mathematical Programs with Complementarity Constraints in Function Space: C- and Strong Stationarity and a Path-Following Algorithm. SIAM J. Optim. 20 (2) (2009)
Michael Hintermüller, Michael Hinze
Moreau-Yosida Regularization in State Constrained Elliptic Control Problems: Error Estimates and Parameter Adjustment. SIAM J. Numer. Anal. 47 (3) (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)
Michael Hintermüller, Ronald H. W. Hoppe
Goal-oriented adaptivity in control constrained optimal control of partial differential equations. CDC (2009)
Yiqiu Dong, Michael Hintermüller
Multi-scale Total Variation with Automated Regularization Parameter Selection for Color Image Restoration. SSVM (2009)
Michael Hintermüller, Antoine Laurain
Multiphase Image Segmentation and Modulation Recovery Based on Shape and Topological Sensitivity. J. Math. Imaging Vis. 35 (1) (2009)
Yiqiu Dong, Michael Hintermüller, Marrick Neri
TV Image Restoration. SIAM J. Imaging Sci. 2 (4) (2009)
Michael Hintermüller, Fredi Tröltzsch, Irwin Yousept
Mesh-independence of semismooth Newton methods for Lavrentiev-regularized state constrained nonlinear optimal control problems. Numerische Mathematik 108 (4) (2008)
Michael Hintermüller, Ronald H. W. Hoppe
Goal-Oriented Adaptivity in Control Constrained Optimal Control of Partial Differential Equations. SIAM J. Control. Optim. 47 (4) (2008)
Michael Hintermüller, Michael Hinze
A SQP-Semismooth Newton-type Algorithm applied to Control of the instationary Navier--Stokes System Subject to Control Constraints. SIAM J. Optim. 16 (4) (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, Georg Stadler
An Infeasible Primal-Dual Algorithm for Total Bounded Variation-Based Inf-Convolution-Type Image Restoration. SIAM J. Sci. Comput. 28 (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)
Michael Hintermüller, Luís Nunes Vicente
Space Mapping for Optimal Control of Partial Differential Equations. SIAM J. Optim. 15 (4) (2005)
Michael Hintermüller, Wolfgang Ring
A level set approach for the solution of a state-constrained optimal control problem. Numerische Mathematik 98 (1) (2004)
Michael Hintermüller, Michael Ulbrich
A mesh-independence result for semismooth Newton methods. Math. Program. 101 (1) (2004)
Karl Kunisch, Michael Hintermüller
Total Bounded Variation Regularization as a Bilaterally Constrained Optimization Problem. SIAM J. Appl. Math. 64 (4) (2004)
Michael Hintermüller, Wolfgang Ring
An Inexact Newton-CG-Type Active Contour Approach for the Minimization of the Mumford-Shah Functional. J. Math. Imaging Vis. 20 (1-2) (2004)
Michael Hintermüller, Wolfgang Ring
A Second Order Shape Optimization Approach for Image Segmentation. SIAM J. Appl. Math. 64 (2) (2004)
Walter Hinterberger, Michael Hintermüller, Karl Kunisch, Markus von Oehsen, Otmar Scherzer
Tube Methods for BV Regularization. J. Math. Imaging Vis. 19 (3) (2003)
Michael Hintermüller, Kazufumi Ito, Karl Kunisch
The Primal-Dual Active Set Strategy as a Semismooth Newton Method. SIAM J. Optim. 13 (3) (2002)
Michael Hintermüller
A Proximal Bundle Method Based on Approximate Subgradients. Comput. Optim. Appl. 20 (3) (2001)
Peter Bachhiesl, Hermann Scharfetter, Hans Hutten, Franz Kappel, Michael Hintermüller
Efficient Computation of Optimal Controls for the Exchange Processes During the Dialysis Therapy. Comput. Optim. Appl. 18 (2) (2001)
Maïtine Bergounioux, Mounir Haddou, Michael Hintermüller, Karl Kunisch
A Comparison of a Moreau-Yosida-Based Active Set Strategy and Interior Point Methods for Constrained Optimal Control Problems. SIAM J. Optim. 11 (2) (2000)