Publications

Preprints

2026

  • Preconditioned latent variable proximal point method for optimal control problems with control constraints Preprint
    2026
  • Controlling nematic fields through shape optimization Preprint
    David Li, Santiago Gomez Melo, Manuel Weiß, Stephan Schmidt, Roland Herzog and Ulrich Sebastian Schwarz
    2026
  • Multi-type sensor placement for PDE-based Bayesian inverse problems Preprint
    Steven Maio, Alen Alexanderian, Karina Koval and Ruanui Nicholson
    2026
  • A shared expression to predict monomer consumption in itaconate–acrylate radical copolymerizations developed with symbolic regression Preprint
    Viktor Martinek, Marco Drache, Frederic Matussek, Moritz Baumert, Lennart Arendes, Jelena Fiosina, Ophelia Frotscher, Roland Herzog and Sabine Beuermann
    2026
  • EL-Shellability of the poset of ranked cactuses Preprint
    Vincent Moulton, Andreas Spillner and Antonia Stavemann
    2026
  • Modeling and simulation of device performance in organic photovoltaics Preprint
    Pelin Çiloğlu, Carmen Tretmans, Carsten Deibel, Roderick MacKenzie, Roland Herzog, Jan-F. Pietschmann and Martin Stoll
    2026

2025

  • Geometry denoising with preferred normal vectors Preprint
    Manuel Weiß, Lukas Baumgärtner, Roland Herzog and Stephan Schmidt
    2025
  • A DC-reformulation for gradient-L0-constrained problems Preprint
    Bastian Dittrich, Evelyn Herberg, Roland Herzog and Georg Müller
    2025

2024

  • Nonlinear Fenchel conjugates Preprint
    Anton Schiela, Roland Herzog and Ronny Bergmann
    2024

2023

  • Multiobjective optimization of non-smooth PDE-constrained problems Preprint
    Marco Bernreuther, Michael Dellnitz, Bennet Gebken, Georg Müller, Sebastian Peitz, Konstantin Sonntag and Stefan Volkwein
    2023

2020

  • First-order methods for optimal experimental design problems with bound constraints Preprint
    2020

Journal Publications

2026

  • The Riemannian convex bundle method Article
    Journal of Nonsmooth Analysis and Optimization 6 · 2026
  • Subspace accelerated measure transport methods for fast and scalable sequential experimental design, with application to photoacoustic imaging Article
    Tiangang Cui, Karina Koval, Roland Herzog and Robert Scheichl
    SIAM/ASA Journal on Uncertainty Quantification 14(4), p.1476-1503 · 2026
  • Adaptive step sizes for stochastic gradient descent in Hilbert spaces Article
    F. Köhne, L. Kreis, A. Schiela and R. Herzog
    Optimization Methods and Software, p.1-38 · 2026
  • Solving semi-linear elliptic optimal control problems with L1-cost via regularization and RAS-preconditioned Newton methods Article
    Gabriele Ciaramella, Michael Kartmann and Georg Müller
    Numerical Algorithms 102(4), p.2547-2581 · 2026
  • A data‐driven closed‐loop control approach to drive neural state transitions for mechanistic insight Article
    Niklas Emonds, Evelyn Herberg, Martin Fungisai Gerchen, Marc Pritsch, Joshua Rocha, Vera Zamoscik, Peter Kirsch, Roland Herzog and Georgia Koppe
    Human Brain Mapping 47(11) · 2026
  • SensLI: sensitivity-based layer insertion for residual and feedforward neural networks Article
    Leonie Kreis, Evelyn Herberg, Frederik Köhne, Anton Schiela and Roland Herzog
    Journal of Machine Learning 5(3), p.353-390 · 2026
  • Two models for surface segmentation using the total variation of the normal vector Article
    Manuel Weiß, Lukas Baumgärtner, Laura Weigl, Ronny Bergmann, Stephan Schmidt and Roland Herzog
    Journal of Mathematical Imaging and Vision 68(4) · 2026
  • Reference correlation of the viscosity of neon Article
    Sofia Sotiriadou, Konstantinos D. Antoniadis, Marc J. Assael, Viktor Martinek, Monika Thol and Marcia L. Huber
    International Journal of Thermophysics 47(5) · 2026
  • Total generalized variation of the normal vector field and applications to mesh denoising Article
    Lukas Baumgärtner, Ronny Bergmann, Roland Herzog, Stephan Schmidt and Manuel Weiß
    SIAM Journal on Imaging Sciences 19(1), p.584-611 · 2026
  • Correlation for the viscosity of methane (CH4) from the triple point to 625 K and pressures to 1000 MPa Article
    Sofia G. Sotiriadou, Konstantinos D. Antoniadis, Marc J. Assael, Viktor Martinek and Marcia L. Huber
    International Journal of Thermophysics 47(1) · 2026

2025

  • Metric Frobenius norms and inner products of matrices and linear maps Article
    Roland Herzog, Frederik Köhne, Leonie Kreis and Anton Schiela
    Linear Algebra and its Applications 727, p.112-128 · 2025
  • Preconditioning for a Cahn-Hilliard-Navier-Stokes model for morphology formation in organic solar cells Article
    Pelin Çiloğlu, Carmen Tretmans, Roland Herzog, Jan-F. Pietschmann and Martin Stoll
    Journal of Computational Physics 540 · 2025
  • Non-intrusive optimal experimental design for large-scale nonlinear Bayesian inverse problems using a Bayesian approximation error approach Article
    Karina Koval and Ruanui Nicholson
    Journal of Scientific Computing 104(3) · 2025
  • Global convergence of semismooth Newton methods for quadratic problems Article
    GAMM Archive for Students 7(1), p.14-30 · 2025
  • Experiences with physics-informed neural networks for optimal control problems Article
    Johannes Wagner, Evelyn Herberg and Roland Herzog
    GAMM Archive for Students 7(1), p.31-45 · 2025
  • Modeling households’ behavior, energy system operation, and interaction in the energy community Article
    Songmin Yu, Philipp Mascherbauer, Thomas Haupt, Kevan Skorna, Hannah Rickmann, Maksymilian Kochanski and Lukas Kranzl
    Energy 328 · 2025
  • Mesh denoising and inpainting using the total variation of the normal and a shape Newton approach Article
    Lukas Baumgärtner, Ronny Bergmann, Roland Herzog, Stephan Schmidt, José Vidal-Núñez and Manuel Weiß
    SIAM Journal on Scientific Computing 47(1), p.A300-A324 · 2025
  • Entropy scaling of viscosity IV—application to 124 industrially important fluids Article
    Viktor Martinek, Ian Bell, Roland Herzog, Markus Richter and Xiaoxian Yang
    Journal of Chemical & Engineering Data 70(2), p.727-742 · 2025

2024

  • Environmental and mental sustainability in academia Article
    Irene De Blasi, María Ángeles García-Ferrero and Evelyn Herberg
    European Mathematical Society Magazine 134, p.50-52 · 2024
  • Uncertainty propagation of initial conditions in thermal models Article
    Alexandra Bünger, Roland Herzog, Andreas Naumann and Martin Stoll
    International Journal for Computational Methods in Engineering Science and Mechanics 25(6), p.475-488 · 2024
  • Tractable optimal experimental design using transport maps Article
    Karina Koval, Roland Herzog and Robert Scheichl
    Inverse Problems 40(12) · 2024
  • A descent method for nonsmooth multiobjective optimization in Hilbert spaces Article
    Konstantin Sonntag, Bennet Gebken, Georg Müller, Sebastian Peitz and Stefan Volkwein
    Journal of Optimization Theory and Applications 203(1), p.455-487 · 2024
  • An inexact semismooth Newton method with application to adaptive randomized sketching for dynamic optimization Article
    Mohammed Alshehri, Harbir Antil, Evelyn Herberg and Drew P. Kouri
    Finite Elements in Analysis and Design 228 · 2024
  • Time regularization in optimal time variable learning Article
    Evelyn Herberg, Roland Herzog and Frederik Köhne
    Proceedings in Applied Mathematics and Mechanics 24(1) · 2024
  • A discretize-then-optimize approach to PDE-constrained shape optimization Article
    ESAIM: Control, Optimisation and Calculus of Variations 30 · 2024
  • Simulationsbasierte Optimierung der zeitabhängigen Pulsleistung beim Laserstrahlschweißen von Aluminiumlegierungen zum Vermeiden von Heißrissen Article
    Marc Seibold, Jörg Hildebrand, Dmytro Strelnikov, Jean Pierre Bergmann, Klaus Schricker and Roland Herzog
    Schweißen und Schneiden 68(4), p.38-45 · 2024

2023

  • Optimal control of Hughes' model for pedestrian flow via local attraction Article
    Roland Herzog, Jan-Frederik Pietschmann and Max Winkler
    Applied Mathematics and Optimization 88(3) · 2023
  • The proximal map of the weighted mean absolute error Article
    Lukas Baumgärtner, Roland Herzog, Stephan Schmidt and Manuel Weiß
    Proceedings in Applied Mathematics and Mechanics 23(4) · 2023
  • Variationelle Diskretisierung für Optimale Steuerung mit Maßkontrollen Article
    Mitteilungen der Deutschen Mathematiker-Vereinigung 31(3), p.156-159 · 2023
  • Recurrent ventricular tachycardia originating from the "LV summit" effectively eliminated by stereotactic irradiation - a case report Article
    Christine Mages, Johannes Steinfurt, Ann-Kathrin Rahm, Dierk Thomas, Reyhaneh Majidi, Florian Kehrle, Florian André, Katharina Seidensaal, Bernhard Rhein, Tobias Wengenmayer, Alexander Gressle, Dirk Westermann, Roland Herzog, Jürgen Debus, Norbert Frey and Patrick Lugenbiel
    HeartRhythm Case Reports 9(11), p.802-807 · 2023
  • Preconditioning for a phase-field model with application to morphology evolution in organic semiconductors Article
    Kai Bergermann, Carsten Deibel, Roland Herzog, Roderick C. I. MacKenzie, Jan-Frederik Pietschmann and Martin Stoll
    Communications in Computational Physics 34(1), p.1-17 · 2023
  • Proof of concept for fast equation of state development using an integrated experimental-computational approach Article
    Ophelia Frotscher, Viktor Martinek, Robin Fingerhut, Xiaoxian Yang, Jadran Vrabec, Roland Herzog and Markus Richter
    International Journal of Thermophysics 44(7) · 2023
  • Optimal control of the stationary Kirchhoff equation Article
    Masoumeh Hashemi, Roland Herzog and Thomas M. Surowiec
    Computational Optimization and Applications 85(2), p.479-508 · 2023
  • An optimal control problem for single-spot pulsed laser welding Article
    Journal of Mathematics in Industry 13(1) · 2023
  • Total generalized variation for piecewise constant functions on triangular meshes with applications in imaging Article
    Lukas Baumgärtner, Ronny Bergmann, Roland Herzog, Stephan Schmidt and José Vidal-Núñez
    SIAM Journal on Imaging Sciences 16(1), p.313-339 · 2023
  • An optimal time variable learning framework for deep neural networks Article
    Harbir Antil, Hugo Díaz and Evelyn Herberg
    Annals of Mathematical Sciences and Applications 8(3), p.501-543 · 2023
  • Variational discretization of one-dimensional elliptic optimal control problems with BV functions based on the mixed formulation Article
    Evelyn Herberg and Michael Hinze
    Mathematical Control & Related Fields 13(2), p.695-720 · 2023
  • A manifold of planar triangular meshes with complete Riemannian metric Article
    Mathematics of Computation 92(339), p.1-50 · 2023

2022

  • First- and second-order analysis for optimization problems with manifold-valued constraints Article
    Ronny Bergmann, Roland Herzog, Julián Ortiz López and Anton Schiela
    Journal of Optimization Theory and Applications 195(2), p.596-623 · 2022
  • Efficient scalarization in multiobjective optimal control of a nonsmooth PDE Article
    Marco Bernreuther, Georg Müller and Stefan Volkwein
    Computational Optimization and Applications 83(2), p.435-464 · 2022
  • Continuous Galerkin schemes for semiexplicit differential-algebraic equations Article
    Robert Altmann and Roland Herzog
    IMA Journal of Numerical Analysis 42(3), p.2214-2237 · 2022
  • Fenchel duality and a separation theorem on Hadamard manifolds Article
    SIAM Journal on Optimization 32(2), p.854-873 · 2022

2021

  • New duality results for evenly convex optimization problems Article
    María Dolores Fajardo, Sorin-Mihai Grad and José Vidal
    Optimization 70(9), p.1837-1858 · 2021
  • Error estimation for second-order partial differential equations in nonvariational form Article
    Numerical Methods for Partial Differential Equations 37(3), p.2190-2221 · 2021
  • Planning of measurement series for thermodynamic properties based on optimal experimental design Article
    Ophelia Frotscher, Roland Herzog and Markus Richter
    International Journal of Thermophysics 42(7) · 2021
  • Dimensionally consistent preconditioning for saddle-point problems Article
    Computational Methods in Applied Mathematics 21(3), p.593-607 · 2021
  • An extension of the strain transfer principle for fiber reinforced materials Article
    Computational Mechanics 67(5), p.1453-1463 · 2021
  • Fenchel duality theory and a primal-dual algorithm on Riemannian manifolds Article
    Foundations of Computational Mathematics 21(6), p.1465-1504 · 2021
  • Multiobjective optimal control of a non-smooth semilinear elliptic partial differential equation Article
    Constantin Christof and Georg Müller
    ESAIM: Control, Optimisation and Calculus of Variations 27 · 2021
  • Stochastic approximation for optimization in shape spaces Article
    Caroline Geiersbach, Estefanía Loayza-Romero and Kathrin Welker
    SIAM Journal on Optimization 31(1), p.348-376 · 2021
  • Optimal Dirichlet control of partial differential equations on networks Article
    Martin Stoll and Max Winkler
    Electronic Transactions on Numerical Analysis 54, p.392-419 · 2021

2020

  • Computational homogenization of sheet molding compound composites based on high fidelity representative volume elements Article
    Johannes Görthofer, Matti Schneider, Felix Ospald, Andrew Hrymak and Thomas Böhlke
    Computational Materials Science 174 · 2020
  • Differential sensitivity analysis of variational inequalities with locally Lipschitz continuous solution operators Article
    Constantin Christof and Gerd Wachsmuth
    Applied Mathematics & Optimization 81(1), p.23-62 · 2020
  • Iteration-complexity and asymptotic analysis of steepest descent method for multiobjective optimization on Riemannian manifolds Article
    Orizon Ferreira, Maurício Louzeiro and Leandro Prudente
    Journal of Optimization Theory and Applications 184(2), p.507-533 · 2020
  • Error estimates for variational normal derivatives and Dirichlet control problems with energy regularization Article
    Numerische Mathematik 144(2), p.413-445 · 2020
  • Error estimates for the finite element approximation of bilinear boundary control problems Article
    Computational Optimization and Applications 76(1), p.155-199 · 2020
  • Maximum norm error estimates for Neumann boundary value problems on graded meshes Article
    Thomas Apel, Sergejs Rogovs, Johannes Pfefferer and Max Winkler
    IMA Journal of Numerical Analysis 40(1), p.474-497 · 2020
  • An extragradient-type algorithm for variational inequality on Hadamard manifolds Article
    Edvaldo Elias Batista, Glaydston Bento and Orizon Ferreira
    ESAIM: Control, Optimisation and Calculus of Variations 26 · 2020
  • Total variation of the normal vector field as shape prior Article
    Ronny Bergmann, Marc Herrmann, Roland Herzog, Stephan Schmidt and José Vidal-Núñez
    Inverse Problems 36(5) · 2020
  • Discrete total variation of the normal vector field as shape prior with applications in geometric inverse problems Article
    Ronny Bergmann, Marc Herrmann, Roland Herzog, Stephan Schmidt and José Vidal-Núñez
    Inverse Problems 36(5) · 2020
  • A proximal point method for difference of convex functions in multi-objective optimization with application to group dynamic problems Article
    Glaydston de Carvalho Bento, Sandro Dimy Barbosa Bitar, João Xavier da Cruz Neto, Antoine Soubeyran and João Carlos de Oliveira Souza
    Computational Optimization and Applications 75(1), p.263-290 · 2020
  • First and second order shape optimization based on restricted mesh deformations Article
    SIAM Journal on Scientific Computing 42(2), p.A1200-A1225 · 2020
  • Hyper-differential sensitivity analysis of uncertain parameters in PDE-constrained optimization Article
    Joseph Hart, Bart van Bloemen Waanders and Roland Herzog
    International Journal for Uncertainty Quantification 10(3), p.225-248 · 2020
  • Maximal discrete sparsity in parabolic optimal control with measures Article
    Evelyn Herberg, Michael Hinze and Henrik Schumacher
    Mathematical Control and Related Fields 10(4), p.735-759 · 2020

2019

  • Computing Riemannian center of mass on Hadamard manifolds Article
    Glaydston de Carvalho Bento, Sandro Dimy Barbosa Bitar, João Xavier da Cruz Neto, Paulo Roberto Oliveira and João Carlos de Oliveira Souza
    Journal of Optimization Theory and Applications 183(3), p.977-992 · 2019
  • Optimality conditions for a class of inverse optimal control problems with partial differential equations Article
    Optimization 68(2–3), p.615-643 · 2019
  • The weak sequential closure of decomposable sets in Lebesgue spaces and its application to variational geometry Article
    Patrick Mehlitz and Gerd Wachsmuth
    Set-Valued and Variational Analysis 27(1), p.265-294 · 2019
  • fibergen: An introductory tool for FFT-based material homogenization Article
    Journal of Open Source Software 4(34) · 2019
  • Comparison of model order reduction methods for optimal sensor placement for thermo-elastic models Article
    Peter Benner, Roland Herzog, Norman Lang, Ilka Riedel and Jens Saak
    Engineering Optimization 51(3), p.465-483 · 2019
  • Intrinsic formulation of KKT conditions and constraint qualifications on smooth manifolds Article
    SIAM Journal on Optimization 29(4), p.2423-2444 · 2019
  • Optimum experimental design for interface identification problems Article
    Tommy Etling, Roland Herzog and Martin Siebenborn
    SIAM Journal on Scientific Computing 41(6), p.A3498-A3523 · 2019
  • Gradient method for optimization on Riemannian manifolds with lower bounded curvature Article
    Orizon Ferreira, Maurício Louzeiro and Leandro Prudente
    SIAM Journal on Optimization 29(4), p.2517-2541 · 2019
  • Discrete total variation with finite elements and applications to imaging Article
    Marc Herrmann, Roland Herzog, Stephan Schmidt, José Vidal-Núñez and Gerd Wachsmuth
    Journal of Mathematical Imaging and Vision 61(4), p.411-431 · 2019
  • Fast iterative solvers for an optimal transport problem Article
    Roland Herzog, John W. Pearson and Martin Stoll
    Advances in Computational Mathematics 45(2), p.495-517 · 2019
  • Hadamard differentiability of the solution map in thermoviscoplasticity Article
    Pure and Applied Functional Analysis 4(2), p.271-295 · 2019
  • Finite element error estimates for normal derivatives on boundary concentrated meshes Article
    Johannes Pfefferer and Max Winkler
    SIAM Journal on Numerical Analysis 57(5), p.2043-2073 · 2019
  • Total generalized variation regularization in data assimilation for Burgers' equation Article
    Juan Carlos de los Reyes and Estefanía Loayza-Romero
    Inverse Problems and Imaging 13(4), p.755-786 · 2019
  • A guided tour of polyhedric sets Article
    Journal of Convex Analysis 26(1), p.153-188 · 2019

2018

  • The limiting normal cone to pointwise defined sets in Lebesgue spaces Article
    Patrick Mehlitz and Gerd Wachsmuth
    Set-Valued and Variational Analysis 26(3), p.449-467 · 2018
  • The limiting normal cone of a complementarity set in Sobolev spaces Article
    Optimization 67(10), p.1579-1603 · 2018
  • Fiber orientation interpolation for the multiscale analysis of short fiber reinforced composite parts Article
    Jonathan Köbler, Matti Schneider, Felix Ospald, Heiko Andrä and Ralf Müller
    Computational Mechanics 61(6), p.729-750 · 2018
  • Regularization and discretization error estimates for optimal control of ODEs with group sparsity Article
    Christopher Schneider and Gerd Wachsmuth
    ESAIM: Control, Optimisation and Calculus of Variations 24(2), p.811-834 · 2018
  • A note on the equivalence and the boundary behavior of a class of Sobolev capacities Article
    Constantin Christof and Georg Müller
    GAMM-Mitteilungen 40(3), p.238-266 · 2018
  • Hunting for reduced polytopes Article
    Bernardo González Merino, Thomas Jahn, Alexandr Polyanskii and Gerd Wachsmuth
    Discrete & Computational Geometry 60(3), p.801-808 · 2018
  • A variational model for data fitting on manifolds by minimizing the acceleration of a Bézier curve Article
    Ronny Bergmann and Pierre-Yves Gousenbourger
    Frontiers in Applied Mathematics and Statistics 4 · 2018
  • Second-order analysis and numerical approximation for bang-bang bilinear control problems Article
    Eduardo Casas, Daniel Wachsmuth and Gerd Wachsmuth
    SIAM Journal on Control and Optimization 56(6), p.4203-4227 · 2018
  • No-gap second-order conditions via a directional curvature functional Article
    Constantin Christof and Gerd Wachsmuth
    SIAM Journal on Optimization 28(3), p.2097-2130 · 2018
  • On the non-polyhedricity of sets with upper and lower bounds in dual spaces Article
    Constantin Christof and Gerd Wachsmuth
    GAMM-Mitteilungen 40(4), p.339-350 · 2018
  • Optimum experimental design by shape optimization of specimens in linear elasticity Article
    SIAM Journal on Applied Mathematics 78(3), p.1553-1576 · 2018
  • Legendre forms in reflexive Banach spaces Article
    Zeitschrift für Analysis und ihre Anwendungen 37(4), p.377-388 · 2018
  • Comparison of optimality systems for the optimal control of the obstacle problem Article
    GAMM-Mitteilungen 40(4), p.312-338 · 2018
  • Analysis and an interior point approach for TV image reconstruction problems on smooth surfaces Article
    Marc Herrmann, Roland Herzog, Heiko Kröner, Stephan Schmidt and José Vidal-Núñez
    SIAM Journal on Imaging Sciences 11(2), p.889-922 · 2018
  • Optimal sensor placement for joint parameter and state estimation problems in large-scale dynamical systems with applications to thermo-mechanics Article
    Roland Herzog, Ilka Riedel and Dariusz Uciński
    Optimization and Engineering 19(3), p.591-627 · 2018
  • Optimal control of an elastic crane-trolley-load system—A case study for optimal control of coupled ODE-PDE systems Article
    Sven-Joachim Kimmerle, Matthias Gerdts and Roland Herzog
    Mathematical and Computer Modelling of Dynamical Systems 24(2), p.182-206 · 2018
  • An optimal control problem for a rotating elastic crane-trolley-load system Article
    Sven-Joachim Kimmerle, Matthias Gerdts and Roland Herzog
    IFAC-PapersOnLine 51(2), p.272-277 · 2018
  • Pointwise constraints in vector-valued Sobolev spaces. With applications in optimal control Article
    Applied Mathematics & Optimization 77(3), p.463-497 · 2018

2017

  • A fiber orientation-adapted integration scheme for computing the hyperelastic Tucker average for short fiber reinforced composites Article
    Niels Goldberg, Felix Ospald and Matti Schneider
    Computational Mechanics 60(4), p.595-611 · 2017
  • Analysis of spatio-temporally sparse optimal control problems of semilinear parabolic equations Article
    Eduardo Casas, Roland Herzog and Gerd Wachsmuth
    ESAIM: Control, Optimisation and Calculus of Variations 23(1), p.263-295 · 2017
  • Sufficient second-order conditions for bang-bang control problems Article
    Eduardo Casas, Daniel Wachsmuth and Gerd Wachsmuth
    SIAM Journal on Control and Optimization 55(5), p.3066-3090 · 2017
  • Existence of solutions of a thermoviscoplastic model and associated optimal control problems Article
    Roland Herzog, Christian Meyer and Ailyn Stötzner
    Nonlinear Analysis: Real World Applications 35, p.75-101 · 2017
  • Parameter identification for short fiber-reinforced plastics using optimal experimental design Article
    International Journal for Numerical Methods in Engineering 110(8), p.703-725 · 2017
  • A modified implementation of MINRES to monitor residual subvector norms for block systems Article
    Roland Herzog and Kirk Soodhalter
    SIAM Journal on Scientific Computing 39(6), p.A2645-A2663 · 2017
  • A conjugate direction method for linear systems in Banach spaces Article
    Roland Herzog and Winnifried Wollner
    Journal of Inverse and Ill-Posed Problems 25(5), p.553-572 · 2017
  • Optimal control of a system of reaction-diffusion equations modeling the wine fermentation process Article
    Juri Merger, Alfio Borzì and Roland Herzog
    Optimal Control Applications and Methods 38(1), p.112-132 · 2017
  • On the control of time discretized dynamic contact problems Article
    Georg Müller and Anton Schiela
    Computational Optimization and Applications 68(2), p.243-287 · 2017
  • Mass lumping for the optimal control of elliptic partial differential equations Article
    Arnd Rösch and Gerd Wachsmuth
    SIAM Journal on Numerical Analysis 55(3), p.1412-1436 · 2017
  • Optimal control of a rate-independent evolution equation via viscous regularization Article
    Ulisse Stefanelli, Daniel Wachsmuth and Gerd Wachsmuth
    Discrete and Continuous Dynamical Systems - Series S 10(6), p.1467-1485 · 2017
  • Strong stationarity for optimization problems with complementarity constraints in absence of polyhedricity Article
    Set-Valued and Variational Analysis 25(1), p.133-175 · 2017
  • Conforming approximation of convex functions with the finite element method Article
    Numerische Mathematik 137(3), p.741-772 · 2017

2016

  • Optimal control problems in finite strain elasticity by inner pressure and fiber tension Article
    Frontiers in Applied Mathematics and Statistics 2(4) · 2016
  • Preconditioned solution of state gradient constrained elliptic optimal control problems Article
    SIAM Journal on Numerical Analysis 54(2), p.688-718 · 2016
  • Weak and strong stationarity in generalized bilevel programming and bilevel optimal control Article
    Patrick Mehlitz and Gerd Wachsmuth
    Optimization 65(5), p.907-935 · 2016
  • Optimal control of static elastoplasticity in primal formulation Article
    Juan Carlos de los Reyes, Roland Herzog and Christian Meyer
    SIAM Journal on Control and Optimization 54(6), p.3016-3039 · 2016
  • Computational homogenization of elasticity on a staggered grid Article
    Matti Schneider, Felix Ospald and Matthias Kabel
    International Journal for Numerical Methods in Engineering 105(9), p.693-720 · 2016
  • A model order reduction method for computational homogenization at finite strains on regular grids using hyperelastic laminates to approximate interfaces Article
    Matti Schneider, Felix Ospald and Matthias Kabel
    Computer Methods in Applied Mechanics and Engineering 309, p.476-496 · 2016
  • A-posteriori error estimation for control-constrained, linear-quadratic optimal control problems Article
    René Schneider and Gerd Wachsmuth
    SIAM Journal on Numerical Analysis 54(2), p.1169-1192 · 2016
  • How not to discretize the control Article
    Daniel Wachsmuth and Gerd Wachsmuth
    Proceedings in Applied Mathematics and Mechanics 16(1), p.793-794 · 2016
  • Optimal control of quasistatic plasticity with linear kinematic hardening III: optimality conditions Article
    Zeitschrift für Analysis und ihre Anwendungen 35(1), p.81-118 · 2016
  • Towards M-stationarity for optimal control of the obstacle problem with control constraints Article
    SIAM Journal on Control and Optimization 54(2), p.964-986 · 2016

2015

  • Annular and sectorial sparsity in optimal control of elliptic equations Article
    Roland Herzog, Johannes Obermeier and Gerd Wachsmuth
    Computational Optimization and Applications 62(1), p.157-180 · 2015
  • Sequentially optimal sensor placement in thermoelastic models for real time applications Article
    Optimization and Engineering 16(4), p.737-766 · 2015
  • Superlinear convergence of Krylov subspace methods for self-adjoint problems in Hilbert space Article
    Roland Herzog and Ekkehard Sachs
    SIAM Journal on Numerical Analysis 53(3), p.1304-1324 · 2015
  • Erratum to: Directional sparsity in optimal control of partial differential equations Article
    Roland Herzog, Georg Stadler and Gerd Wachsmuth
    SIAM Journal on Control and Optimization 53(4), p.2722-2723 · 2015
  • Achieving optimal convergence order for FEM in control constrained optimal control problems Article
    René Schneider and Gerd Wachsmuth
    Proceedings in Applied Mathematics and Mechanics 15(1), p.731-734 · 2015
  • Optimal control of quasistatic plasticity with linear kinematic hardening II: regularization and differentiability Article
    Zeitschrift für Analysis und ihre Anwendungen 34(4), p.391-418 · 2015
  • Mathematical programs with complementarity constraints in Banach spaces Article
    Journal of Optimization Theory and Applications 166(2), p.480-507 · 2015

2014

  • Analytical computation of multiple interference fits under elasto-plastic deformations Article
    Gerd Wachsmuth, Michael Lätzer and Erhard Leidich
    Zeitschrift für Angewandte Mathematik und Mechanik 94(12), p.1058-1064 · 2014
  • A note on preconditioners and scalar products in Krylov subspace methods for self-adjoint problems in Hilbert space Article
    Andreas Günnel, Roland Herzog and Ekkehard Sachs
    Electronic Transactions on Numerical Analysis 41, p.13-20 · 2014
  • Optimal control of an oblique derivative problem Article
    Daniel Wachsmuth and Gerd Wachsmuth
    Annals of the Academy of Romanian Scientists. Series on Mathematics and its Applications 6(1), p.50-73 · 2014
  • Differentiability of implicit functions: beyond the implicit function theorem Article
    Journal of Mathematical Analysis and Applications 414(1), p.259-272 · 2014
  • The numerical solution of Newton's problem of least resistance Article
    Mathematical Programming 147(1–2), p.331-350 · 2014
  • Strong stationarity for optimal control of the obstacle problem with control constraints Article
    SIAM Journal on Optimization 24(4), p.1914-1932 · 2014

2013

  • Primal-dual methods for the computation of trading regions under proportional transaction costs Article
    Roland Herzog, Karl Kunisch and Jörn Sass
    Mathematical Methods of Operations Research 77(1), p.101-130 · 2013
  • B- and strong stationarity for optimal control of static plasticity with hardening Article
    Roland Herzog, Christian Meyer and Gerd Wachsmuth
    SIAM Journal on Optimization 23(1), p.321-352 · 2013
  • On LICQ and the uniqueness of Lagrange multipliers Article
    Operations Research Letters 41(1), p.78-80 · 2013

2012

  • Implementation of an X-FEM solver for the classical two-phase Stefan problem Article
    Journal of Scientific Computing 52(2), p.271-293 · 2012
  • Optimality conditions and error analysis of semilinear elliptic control problems with L1 cost functional Article
    Eduardo Casas, Roland Herzog and Gerd Wachsmuth
    SIAM Journal on Optimization 22(3), p.795-820 · 2012
  • Approximation of sparse controls in semilinear equations by piecewise linear functions Article
    Eduardo Casas, Roland Herzog and Gerd Wachsmuth
    Numerische Mathematik 122(4), p.645-669 · 2012
  • C-stationarity for optimal control of static plasticity with linear kinematic hardening Article
    Roland Herzog, Christian Meyer and Gerd Wachsmuth
    SIAM Journal on Control and Optimization 50(5), p.3052-3082 · 2012
  • Optimale Steuerung in der Elastoplastizität Article
    Roland Herzog, Christian Meyer and Gerd Wachsmuth
    GAMM-Rundbrief(2), p.16-20 · 2012
  • Weak lower semi-continuity of the optimal value function and applications to worst-case robust optimal control problems Article
    Optimization 61, p.685-697 · 2012
  • Directional sparsity in optimal control of partial differential equations Article
    Roland Herzog, Georg Stadler and Gerd Wachsmuth
    SIAM Journal on Control and Optimization 50(2), p.943-963 · 2012
  • Optimal control of quasistatic plasticity with linear kinematic hardening, Part I: existence and discretization in time Article
    SIAM Journal on Control and Optimization 50(5), p.2836-2861 · 2012

2011

  • A robustification approach in unconstrained quadratic optimization Article
    Martin K. Bernauer and Roland Griesse
    Mathematical Programming Series A 128(1–2), p.231-252 · 2011
  • Optimal control of the classical two-phase Stefan problem in level set formulation Article
    SIAM Journal on Scientific Computing 33(1), p.342-363 · 2011
  • Optimal control of static plasticity with linear kinematic hardening Article
    Roland Herzog and Christian Meyer
    Journal of Applied Mathematics and Mechanics 91(10), p.777-794 · 2011
  • Integrability of displacement and stresses in linear and nonlinear elasticity with mixed boundary conditions Article
    Roland Herzog, Christian Meyer and Gerd Wachsmuth
    Journal of Mathematical Analysis and Applications 382(2), p.802-813 · 2011
  • Existence and regularity of the plastic multiplier in static and quasistatic plasticity Article
    Roland Herzog, Christian Meyer and Gerd Wachsmuth
    GAMM Reports 34(1), p.39-44 · 2011
  • Regularization error estimates and discrepancy principle for optimal control problems with inequality constraints Article
    Daniel Wachsmuth and Gerd Wachsmuth
    Control and Cybernetics 40(4), p.1125-1158 · 2011
  • Convergence and regularization results for optimal control problems with sparsity functional Article
    Gerd Wachsmuth and Daniel Wachsmuth
    ESAIM: Control, Optimisation and Calculus of Variations 17(3), p.858-886 · 2011

2010

  • Lipschitz stability for elliptic optimal control problems with mixed control-state constraints Article
    Walter Alt, Roland Griesse, Nataliya Metla and Arnd Rösch
    Optimization 59(6), p.833-849 · 2010
  • Local quadratic convergence of SQP for elliptic optimal control problems with mixed control-state constraints Article
    Roland Griesse, Nataliya Metla and Arnd Rösch
    Control and Cybernetics 39(3), p.717-738 · 2010
  • Algorithms for PDE-constrained optimization Article
    Roland Herzog and Karl Kunisch
    GAMM Reports 33(2), p.163-176 · 2010
  • Preconditioned conjugate gradient method for optimal control problems with control and state constraints Article
    Roland Herzog and Ekkehard Sachs
    SIAM Journal on Matrix Analysis and Applications 31(5), p.2291-2317 · 2010

2009

  • A semismooth Newton method for solving elliptic equations with gradient constraints Article
    Roland Griesse and Karl Kunisch
    ESAIM: Mathematical Modelling and Numerical Analysis 43(2), p.209-238 · 2009
  • Modeling of a magnetohydrodynamics free surface problem arising in Czochralski crystal growth Article
    Roland Griesse and Amnon J. Meir
    Mathematical and Computer Modelling of Dynamical Systems 15(2), p.163-175 · 2009
  • Sensitivity analysis and the adjoint update strategy for optimal control problems with mixed control-state constraints Article
    Roland Griesse and Daniel Wachsmuth
    Computational Optimization and Applications 44(1), p.57-81 · 2009

2008

  • Update strategies for perturbed nonsmooth equations Article
    Roland Griesse, Thomas Grund and Daniel Wachsmuth
    Optimization Methods and Software 23(3), p.321-343 · 2008
  • A semismooth Newton method for Tikhonov functionals with sparsity constraints Article
    Roland Griesse and Dirk Lorenz
    Inverse Problems 24(3), p.1-19 · 2008
  • Convergence analysis of the SQP method for nonlinear mixed-constrained elliptic optimal control problems Article
    Roland Griesse, Nataliya Metla and Arnd Rösch
    Journal of Applied Mathematics and Mechanics 88(10), p.776-792 · 2008
  • On the interplay between interior point approximation and parametric sensitivities in optimal control Article
    Roland Griesse and Martin Weiser
    Journal of Mathematical Analysis and Applications 337(2), p.771-793 · 2008
  • State-constrained optimal control of the three-dimensional stationary Navier-Stokes equations Article
    Juan Carlos de los Reyes and Roland Griesse
    Journal of Mathematical Analysis and Applications 343(1), p.257-272 · 2008

2007

  • Quantitative stability analysis of optimal solutions in PDE-constrained optimization Article
    Kerstin Brandes and Roland Griesse
    Journal of Computational and Applied Mathematics 206(2), p.908-926 · 2007
  • Numerical sensitivity analysis for the quantity of interest in PDE-constrained optimization Article
    Roland Griesse and Boris Vexler
    SIAM Journal on Scientific Computing 29(1), p.22-48 · 2007

2006

  • Distributed optimal control of Lambda–Omega systems Article
    Alfio Borzì and Roland Griesse
    Journal of Numerical Mathematics 14(1), p.17-40 · 2006
  • Parametric sensitivity analysis of perturbed PDE optimal control problems with state and control constraints Article
    Christof Büskens and Roland Griesse
    Journal of Optimization Theory and Applications 131(1), p.17-35 · 2006
  • Lipschitz stability of solutions to some state-constrained elliptic optimal control problems Article
    Journal of Analysis and its Applications 25, p.435-455 · 2006
  • Optimal control for a stationary MHD system in velocity–current formulation Article
    Roland Griesse and Karl Kunisch
    SIAM Journal on Control and Optimization 45(5), p.1822-1845 · 2006

2005

  • Experiences with a space-time multigrid method for the optimal control of a chemical turbulence model Article
    Alfio Borzì and Roland Griesse
    International Journal for Numerical Methods in Fluids 47(8–9), p.879-885 · 2005
  • Differential stability of control constrained optimal control problems for the Navier-Stokes equations Article
    Roland Griesse, Michael Hintermüller and Michael Hinze
    Numerical Functional Analysis and Optimization 26(7–8), p.829-850 · 2005
  • A primal-dual active set strategy for optimal boundary control of a nonlinear reaction-diffusion system Article
    Roland Griesse and Stefan Volkwein
    SIAM Journal on Control and Optimization 44(2), p.467-494 · 2005
  • Towards matrix-free AD-based preconditioning of KKT systems in PDE-constrained optimization Article
    Roland Griesse and Andrea Walther
    Proceedings in Applied Mathematics and Mechanics 5(1), p.47-50 · 2005

2004

  • Parametric sensitivity analysis in optimal control of a reaction-diffusion system—Part I: solution differentiability Article
    Numerical Functional Analysis and Optimization 25(1–2), p.93-117 · 2004
  • Parametric sensitivity analysis in optimal control of a reaction-diffusion system—Part II: practical methods and examples Article
    Optimization Methods and Software 19(2), p.217-242 · 2004
  • Evaluating gradients in optimal control: continuous adjoints versus automatic differentiation Article
    Roland Griesse and Andrea Walther
    Journal of Optimization Theory and Applications 122(1), p.63-86 · 2004

2003

  • Parametric sensitivity analysis for optimal control problems using automatic differentiation Article
    Roland Griesse and Andrea Walther
    Optimal Control Applications and Methods 24(6), p.297-314 · 2003

Books Edited

2022

  • Optimization and Control for Partial Differential Equations Edited volume
    Roland Herzog, Matthias Heinkenschloss, Dante Kalise, Georg Stadler and Emmanuel Trélat
    2022
  • Non-Smooth and Complementarity-Based Distributed Parameter Systems Edited volume
    Michael Hintermüller, Roland Herzog, Christian Kanzow, Michael Ulbrich and Stefan Ulbrich
    2022

Proceedings

2026

  • Machine learning for thermodynamic property modeling Proceedings
    Oberwolfach Reports 23(2) · 2026
  • Symbolic regression for shared expressions – introducing partial parameter sharing Proceedings
    Parallel Problem Solving from Nature – PPSN XIX, p.251-266 · 2026

2024

  • Unit-aware genetic programming for the development of empirical equations Proceedings
    Julia Reuter, Viktor Martinek, Roland Herzog and Sanaz Mostaghim
    Parallel Problem Solving from Nature – PPSN XVIII, p.168-183 · 2024

2023

  • Hybrid thermal error compensation combining integrated deformation sensor and regression analysis based models for complex machine tool designs Proceedings
    Christian Naumann, Andreas Naumann, Nico Bertaggia, Alexander Geist, Janine Glänzel, Roland Herzog, Daniel Zontar, Christian Brecher and Martin Dix
    3rd International Conference on Thermal Issues in Machine Tools (ICTIMT2023), p.28-40 · 2023

2022

  • Advanced open source data formats for geometrically and physically coupled systems Proceedings
    Andreas Naumann, Jens Saak, Stefan Sauerzapf, Julia Vettermann, Michael Beitelschmidt and Roland Herzog
    Proceedings of Asian Modelica Conference 2022 · 2022
  • A nonlinear optimized Schwarz preconditioner for elliptic optimal control problems Proceedings
    Gabriele Ciaramella, Felix Kwok and Georg Müller
    Domain Decomposition Methods in Science and Engineering XXVI, p.391-398 · 2022
  • Influence of solidification rate on hot crack behavior in heat conduction laser beam welding of EN AW-6082 Proceedings
    Marc Seibold, Dmytro Strelnikov, Klaus Schricker, Roland Herzog and Jean Pierre Bergmann
    Procedia CIRP 111, p.490-495 · 2022

2021

  • Optimal sensor placement for stochastic sources in machine tools Proceedings
    Proceedings in Applied Mathematics and Mechanics 21(1) · 2021
  • Building models for coupled thermo elastic problems in different software architectures using a new model exchange format Proceedings
    Stefan Sauerzapf, Andreas Naumann and Michael Beitelschmidt
    Proceedings in Applied Mathematics and Mechanics 21(1) · 2021
  • Mini-workshop: computational optimization on manifolds Proceedings
    Pierre-Antoine Absil, Roland Herzog and Gabriele Steidl
    Oberwolfach Reports 17(4), p.1791-1821 · 2021
  • Optimal positioning methods of integral deformation sensors — expert knowledge versus mathematical optimization Proceedings
    Christian Brecher, Roland Herzog, Robert Spierling, Andreas Naumann and Filippos Tzanetos
    MM Science Journal 2021(3), p.4628-4635 · 2021
  • Model order reduction methods for coupled machine tool models Proceedings
    Julia Vettermann, Stefan Sauerzapf, Andreas Naumann, Jens Saak, Peter Benner, Michael Beitelschmidt and Roland Herzog
    MM Science Journal 2021(3), p.4652-4659 · 2021
  • Optimal sensor placement for thermo-elastic coupled machine models Proceedings
    Proceedings in Applied Mathematics and Mechanics 20(1) · 2021

2020

  • Evaluation of optimal positioning methods of integral deformation sensors for the correction of thermal errors in machine tools Proceedings
    Christian Brecher, Roland Herzog, Robert Spierling, Filippos Tzanetos and Andreas Naumann
    Conference Proceedings on Thermal Issues 2020, p.26-29 · 2020
  • Simulation of the thermal behavior of machine tools for efficient machine development and online correction of the tool center point (TCP)-displacement Proceedings
    Stefan Sauerzapf, Julia Vettermann, Andreas Naumann, Jens Saak, Michael Beitelschmidt and Peter Benner
    Conference Proceedings on Thermal Issues 2020, p.135-138 · 2020

2019

  • Sparse discretization of sparse control problems Proceedings
    Evelyn Herberg, Michael Hinze and Henrik Schumacher
    Proceedings in Applied Mathematics and Mechanics 19(1) · 2019
  • Geometry processing problems using the total variation of the normal vector field Proceedings
    Ronny Bergmann, Marc Herrmann, Roland Herzog, Stephan Schmidt and José Vidal-Núñez
    Proceedings in Applied Mathematics and Mechanics 19(1) · 2019
  • Shape optimization: what to do first, optimize or discretize? Proceedings
    Proceedings in Applied Mathematics and Mechanics 19(1) · 2019

2018

  • Optimal sensor placement based on model order reduction Proceedings
    Peter Benner, Roland Herzog, Norman Lang, Ilka Riedel and Jens Saak
    Conference on Thermal Issues in Machine Tools, p.355-365 · 2018
  • Iterative solution of optimality systems in optimal control Proceedings
    Roland Herzog and Kirk Soodhalter
    Oberwolfach Reports 14(1), p.185-186 · 2018
  • SIMP based topology optimization for injection molding of SFRPs Proceedings
    Advances in Structural and Multidisciplinary Optimization, p.850-861 · 2018

2017

  • Prevention of solidification cracking during pulsed laser beam welding Proceedings
    Jean Pierre Bergmann, Martin Bielenin, Roland A. Herzog, Jörg Hildebrand, Ilka Riedel, Klaus Schricker, Carsten Trunk and Karl Worthmann
    Proceedings in Applied Mathematics and Mechanics 17(1), p.405-406 · 2017
  • Topology optimization for injection molding of short fiber-reinforced plastics Proceedings
    Proceedings in Applied Mathematics and Mechanics 17(1), p.337-338 · 2017
  • Optimale Sensorplatzierung und Online-Zustands- und Parameter-Identifikation Proceedings
    Proceedings of the 5th Colloquium of SFB/Transregio 96 · 2017

2016

  • Simulation-based correction approach for thermo-elastic workpiece deformations during milling process Proceedings
    Janine Glänzel, Roland Herzog, Steffen Ihlenfeldt, Arnd Meyer and Roman Unger
    Proceedings of the 7th HPC 2016 - CIRP Conference on High Performance Cutting 46, p.103-106 · 2016
  • Parameteridentifikation in thermo-elastischen Systemen Proceedings
    Roland Herzog, Ilka Riedel, Bernd Kauschinger and Steffen Schroeder
    Proceedings of the 4th Colloquium of SFB/Transregio 96, p.55-82 · 2016
  • Nonlinear composite voxels and FFT-based homogenization Proceedings
    Matthias Kabel, Andreas Fink, Felix Ospald and Matti Schneider
    ECCOMAS · 2016
  • Characteristic diagram based correction algorithms for the thermo-elastic deformation of machine tools Proceedings
    Christian Naumann, Ilka Riedel, Steffen Ihlenfeldt and Ulrich Priber
    Procedia CIRP 41, p.801-805 · 2016
  • Optimal experimental design to identify the average stress-strain response in short fiber-reinforced plastics Proceedings
    Proceedings in Applied Mathematics and Mechanics 16(1), p.673-674 · 2016

2015

  • Using the on-state-Vbe,sat-voltage for temperature estimation of SiC-BJTs during normal operation Proceedings
    Sophia Frankeser, Sebastian Hiller, Gerd Wachsmuth and Josef Lutz
    PCIM Europe 2015, p.132-139 · 2015
  • Efficient simulation, optimization, and validation of lightweight structures Proceedings
    Susann Hannusch, Roland Herzog, Michael Hofmann, Jörn Ihlemann, Lothar Kroll, Arnd Meyer, Felix Ospald, Gudula Rünger, Rolf Springer, Martin Stockmann and Lars Ulke-Winter
    Proceedings of the 2nd International MERGE Technologies Conference for Lightweight Structures (IMTC 2015), p.219-227 · 2015
  • Towards topology optimization in quasi-static elastoplasticity Proceedings
    IFAC-PapersOnLine 48(1), p.627-628 · 2015
  • Computational homogenization of elasticity at large deformations on a staggered grid Proceedings
    Matti Schneider, Felix Ospald and Matthias Kabel
    Conference Proceedings of the YIC GACM 2015, p.178-181 · 2015

2014

  • Using cylindrical algebraic decomposition and local Fourier analysis to study numerical methods: two examples Proceedings
    16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, p.42-49 · 2014
  • Programming support for the flexible coupling of distributed software components for scientific simulations Proceedings
    Michael Hofmann, Felix Ospald, Hansjorg Schmidt and Rolf Springer
    Software Engineering and Applications (ICSOFT-EA), 2014 9th International Conference on, p.506-511 · 2014
  • Optimal control of large deformation elasticity by fiber tension Proceedings
    Proceedings in Applied Mathematics and Mechanics 14(1), p.879-880 · 2014
  • FETI-DP methods for optimal control problems Proceedings
    Roland Herzog and Oliver Rheinbach
    Domain Decomposition Methods in Science and Engineering XXI(98), p.337-344 · 2014
  • Scalability of a FETI-DP method for optimal control problems Proceedings
    Roland Herzog and Oliver Rheinbach
    Proceedings in Applied Mathematics and Mechanics 14(1), p.837-838 · 2014
  • Comparison of two suboptimal sensor placement strategies in thermo-elastic models Proceedings
    Proceedings in Applied Mathematics and Mechanics 14(1), p.881-882 · 2014
  • Numerical simulation of injection molding using OpenFOAM Proceedings
    Proceedings in Applied Mathematics and Mechanics 14(1), p.673-674 · 2014

2013

  • Optimal experimental design for heat transfer experiments Proceedings
    Oberwolfach Reports 10(4), p.256-257 · 2013

2012

  • Approximation of sparse controls in semilinear elliptic equations Proceedings
    Eduardo Casas, Roland Herzog and Gerd Wachsmuth
    Large-Scale Scientific Computing(7116), p.16-27 · 2012

2010

  • Optimal control of the two-phase Stefan problem in level set formulation Proceedings
    Martin Bernauer, Roland Herzog and Karl Kunisch
    Oberwolfach Reports 7(1) · 2010

2008

  • A semismooth Newton method for solving elliptic equations with gradient constraints Proceedings
    Roland Griesse and Karl Kunisch
    Oberwolfach Reports 5(1), p.603-605 · 2008

2007

  • Control issues in magnetohydrodynamics Proceedings
    Roland Griesse, Amnon J. Meir and Karl Kunisch
    Oberwolfach Reports 4(1), p.447-486 · 2007

2006

  • Modeling of an MHD free surface problem arising in CZ crystal growth Proceedings
    Roland Griesse and Amnon J. Meir
    5th IMACS Symposium on Mathematical Modelling—5th MATHMOD Vienna · 2006
  • Parametric sensitivity analysis for optimal boundary control of a 3D reaction-diffusion system Proceedings
    Roland Griesse and Stefan Volkwein
    Large-Scale Nonlinear Optimization(83), p.127-149 · 2006

2005

  • Optimal control in magnetohydrodynamics Proceedings
    Roland Griesse and Karl Kunisch
    Oberwolfach Reports 2(2), p.1011-1014 · 2005

2004

  • A semi-smooth Newton method for optimal boundary control of a nonlinear reaction-diffusion system Proceedings
    Roland Griesse and Stefan Volkwein
    Proceedings of the Sixteenth International Symposium on Mathematical Theory of Networks and Systems (MTNS), Leuven, Belgium · 2004
  • Using AD-generated derivatives in optimal control of an industrial robot Proceedings
    Roland Griesse and Andrea Walther
    Progress in Industrial Mathematics at ECMI 2002(5), p.127-132 · 2004

2003

  • A reduced SQP algorithm for the optimal control of semilinear parabolic equations Proceedings
    System Modeling and Optimization XX(130), p.239-253 · 2003

2001

  • Some aspects for instantaneous boundary control of backward-facing step flow Proceedings
    Short Communications in Mathematics and Mechanics 81(Supplement 2), p.S251-S252 · 2001

Book Chapters

2026

  • Shape constraints in symbolic regression using penalized least squares Chapter
    Viktor Martinek, Julia Reuter, Ophelia Frotscher, Sanaz Mostaghim, Markus Richter and Roland Herzog
    Machine Learning and Principles and Practice of Knowledge Discovery in Databases, p.224-239 · 2026
  • Fast symbolic regression benchmarking Chapter
    Advances in Swarm Intelligence, p.307-317 · 2026

2025

  • Datenassimilation und optimale Sensorplatzierung Chapter
    Thermo-energetische Gestaltung von Werkzeugmaschinen, p.189-197 · 2025
  • Strukturmodelle von Werkzeugmaschinen Chapter
    Holger Rudolph, Stefan Sauerzapf, Xaver Thiem, Andreas Naumann and Michael Beitelschmidt
    Thermo-energetische Gestaltung von Werkzeugmaschinen, p.19-45 · 2025

2024

  • Adaptive randomized sketching for dynamic nonsmooth optimization Chapter
    Robert J. Baraldi, Evelyn Herberg, Drew P. Kouri and Harbir Antil
    Model Validation and Uncertainty Quantification 3, p.107-116 · 2024

2022

  • Reduced basis model order reduction in optimal control of a nonsmooth semilinear elliptic PDE Chapter
    Marco Bernreuther, Georg Müller and Stefan Volkwein
    Optimization and Control for Partial Differential Equations, p.1-32 · 2022
  • Variational discretization approach applied to an optimal control problem with bounded measure controls Chapter
    Evelyn Herberg and Michael Hinze
    Optimization and Control for Partial Differential Equations, p.113-136 · 2022
  • A calculus for non-smooth shape optimization with applications to geometric inverse problems Chapter
    Marc Herrmann, Roland Herzog, Stephan Schmidt and José Vidal-Núñez
    Non-Smooth and Complementarity-Based Distributed Parameter Systems, International Series of Numerical Mathematics(172), p.101-120 · 2022
  • Rate-independent systems and their viscous regularizations: analysis, simulation and optimal control Chapter
    Roland Herzog, Dorothee Knees, Christian Meyer, Michael Sievers, Ailyn Stötzner and Stephanie Thomas
    Non-Smooth and Complementarity-Based Distributed Parameter Systems, International Series of Numerical Mathematics(172) · 2022

2020

  • First order methods for optimization on Riemannian manifolds Chapter
    Orizon Ferreira, Maurício Louzeiro and Leandro Prudente
    Handbook of Variational Methods for Nonlinear Geometric Data, p.499-525 · 2020

2019

  • Modellierung, integrative Simulation und Optimierung Chapter
    Robert Dietze, Niels Goldberg, Roland Herzog, Susann Hannusch, Michael Hofmann, Jörn Ihlemann, Lothar Kroll, Arnd Meyer, Felix Ospald, Edgar Peretzki, Gudula Rünger, Hansjörg Schmidt, Norbert Schramm, Rolf Springer, Martin Stockmann and Lars Ulke-Winter
    Technologiefusion für multifunktionale Leichtbaustrukturen, p.577-645 · 2019

2018

  • Improving policies for Hamilton-Jacobi-Bellman equations by postprocessing Chapter
    Hamilton-Jacobi-Bellman Equations, Radon Series on Computational and Applied Mathematics(21), p.25-42 · 2018

2015

  • Correction algorithms and high-dimensional characteristic diagrams Chapter
    Christian Naumann, Ilka Riedel, Ulrich Priber and Roland Herzog
    Thermo-Energetic Design of Machine Tools, Lecture Notes in Production Engineering, p.159-174 · 2015

2014

  • Optimal control of elastoplastic processes: analysis, algorithms, numerical analysis and applications Chapter
    Roland Herzog, Christian Meyer and Gerd Wachsmuth
    Trends in PDE Constrained Optimization, International Series of Numerical Mathematics(165), p.27-41 · 2014
  • OPTPDE: a collection of problems in PDE-constrained optimization Chapter
    Roland Herzog, Arnd Rösch, Stefan Ulbrich and Winnifried Wollner
    Trends in PDE Constrained Optimization, International Series of Numerical Mathematics(165), p.539-543 · 2014

2013

  • Necessary conditions for convergence rates of regularizations of optimal control problems Chapter
    Daniel Wachsmuth and Gerd Wachsmuth
    System Modeling and Optimization, IFIP Advances in Information and Communication Technology(391), p.145-154 · 2013

Dissertations and Habilitation Theses

2026

  • Shape Segmentation and Denoising Based on Total-Variation Functionals Thesis
    Ph.D. thesis, Heidelberg University · 2026
  • Nonlinear Optimization Techniques Applied to Neural Network Training Thesis
    Ph.D. thesis, Heidelberg University · 2026

2024

  • Optimal Control of Nonlocal Partial Differential Equations Thesis
    Ph.D. thesis, Heidelberg University · 2024

2022

  • A Discrete Perspective on PDE-Constrained Shape Optimization Problems Thesis
    Ph.D. thesis, Heidelberg University · 2022
  • Numerical Methods for Stochastic Control Problems with Applications in Financial Mathematics Thesis
    Ph.D. thesis, Technische Universität Chemnitz · 2022

2019

  • Optimal Control of Time-Discretized Contact Problems Thesis
    Ph.D. thesis, University of Bayreuth · 2019
  • Contributions to the Simulation and Optimization of the Manufacturing Process and the Mechanical Properties of Short Fiber-Reinforced Plastic Parts Thesis
    Ph.D. thesis, Technische Universität Chemnitz, Germany · 2019

2018

  • Optimal Control of Thermoviscoplasticity Thesis
    Ph.D. thesis, Technische Universität Chemnitz, Germany · 2018

2017

  • Optimization Problems with Complementarity Constraints in Infinite-Dimensional Spaces Thesis
    Habilitation thesis, Technische Universität Chemnitz · 2017

2014

  • Numerical Aspects in Optimal Control of Elasticity Models with Large Deformations Thesis
    Ph.D. thesis, Technische Universität Chemnitz, Germany · 2014

2011

  • Optimal Control of Quasistatic Plasticity – An MPCC in Function Space Thesis
    Ph.D. thesis, Technische Universität Chemnitz, Germany · 2011

2010

  • Motion Planning for the Two-Phase Stefan Problem in Level Set Formulation Thesis
    Ph.D. thesis, Technische Universität Chemnitz, Germany · 2010

2008

  • The Sequential Quadratic Programming Method for Elliptic Control Problems with Mixed Control-State Constraints Thesis
    Ph.D. thesis, Johannes Kepler University Linz · 2008

2007

  • Stability and Sensitivity Analysis in Optimal Control of Partial Differential Equations Thesis
    Habilitation thesis, Faculty of Natural Sciences, Karl-Franzens University Graz · 2007

2003

  • Parametric Sensitivity Analysis for Control-Constrained Optimal Control Problems Governed by Systems of Parabolic Partial Differential Equations Thesis
    Ph.D. thesis, Universität Bayreuth · 2003

Other Publications

2023

  • Introducing thermodynamics-informed symbolic regression – a tool for thermodynamic equations of state development Other
    Viktor Martinek, Ophelia Frotscher, Markus Richter and Roland Herzog
    2023
  • Lecture Notes: Neural Network Architectures Other
    2023

2020

  • Shape optimization of actuators over Banach spaces for nonlinear systems Other
    M. Sajjad Edalatzadeh, Dante Kalise, Kirsten A. Morris and Kevin Sturm
    2020
  • Short note on a relation between the inverse of the cosine and Carlson's elliptic integral RD Other
    2020

2019

  • Optimal actuator design for vibration control based on LQR performance and shape calculus Other
    M. Sajjad Edalatzadeh, Dante Kalise, Kirsten A. Morris and Kevin Sturm
    2019
  • Computational aspects for interface identification problems with stochastic modelling Other
    Caroline Geiersbach, Estefanía Loayza and Kathrin Welker
    2019