Book Chapter (20)
2021
Book Chapter
Adaptive Interpolatory MOR by Learning the Error Estimator in the Parameter Domain. In: Model Reduction of Complex Dynamical Systems, pp. 97 - 117 (Eds. Benner, P.; Breiten, T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham (2021)
Book Chapter
MathEnergy – Mathematical Key Technologies for Evolving Energy Grids. In: Mathematical Modeling, Simulation and Optimization for Power Engineering and Management, pp. 233 - 262 (Eds. Göttlich, S.; Herty, M.; Milde, A.). Springer International Publishing, Cham (2021)
Book Chapter
Power-to-Chemicals: A Superstructure Problem for Sustainable Syngas Production. In: Mathematical Modeling, Simulation and Optimization for Power Engineering and Management, pp. 145 - 168 (Eds. Göttlich, S.; Herty, M.; Milde, A.) (2021)
Book Chapter
Toward Fitting Structured Nonlinear Systems by Means of Dynamic Mode Decomposition. In: Model Reduction of Complex Dynamical Systems, pp. 53 - 74 (Eds. Benner, P.; Breiten , T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Book Chapter
Model Order Reduction by Proper Orthogonal Decomposition. In: Model Order Reduction: Volume 2: Snapshot-Based Methods and Algorithms, pp. 47 - 96 (Eds. Benner, P.; Grivet-Talocia, S.; Quarteroni, A.; Rozza, G.; Schilders, W. et al.). De Gruyter (2021)
Book Chapter
Matrix Oriented Reduction of Space-Time Petrov-Galerkin Variational Problems. In: Numerical Mathematics and Advanced Applications ENUMATH 2019: European Conference, Egmond aan Zee, The Netherlands, September 30 - October 4, pp. 1049 - 1057 (Eds. Vermolen, F. J.; Vuik, C.). Springer, Cham, Switzerland (2021)
Book Chapter
Comparing (Empirical-Gramian-Based) Model Order Reduction Algorithms. In: Model Reduction of Complex Dynamical Systems, pp. 141 - 164 (Eds. Benner, P.; Breiten , T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Book Chapter
On the Eigenvalue Distribution for a Beam with Attached Masses. In: Stabilization of Distributed Parameter Systems: Design Methods and Applications, pp. 43 - 56 (Eds. Sklyar, G.; Zuyev, A.). Springer International Publishing, Cham (2021)
Book Chapter
Parametric Model Order Reduction using pyMOR. In: Model Reduction of Complex Dynamical Systems, pp. 357 - 367 (Eds. Benner, P.; Breiten, T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Book Chapter
A Non-Stationary Thermal-Block Benchmark Model for Parametric Model Order Reduction. In: Model Reduction of Complex Dynamical Systems, pp. 349 - 356 (Eds. Benner, P.; Breiten, T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Book Chapter
Reducing Transmission Losses via Reactive Power Control. In: Mathematical Modeling, Simulation and Optimization for Power Engineering and Management, pp. 219 - 232 (Eds. Göttlich, S.; Herty, M.; Milde, A.). Springer, Cham (2021)
Book Chapter
Stabilization of Crystallization Models Governed by Hyperbolic Systems. In: Stabilization of Distributed Parameter Systems: Design Methods and Applications, pp. 123 - 135 (Eds. Sklyar, G.; Zuyev, A.). Springer International Publishing, Cham (2021)
Conference Paper (5)
2021
Conference Paper
20 (1), e202000065, 2 pages, (2021)
GR Decompositions and their Relations to Cholesky-like Factorizations. 91st Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), (Kassel), March 16, 2020 - March 20, 2020. Proceedings in Applied Mathematics & Mechanics
Conference Paper
54 (3), pp. 122 - 127 (2021)
Non-intrusive Time Galerkin POD for Optimal Control of a Fixed-Bed Reactor for CO2 Methanation. 16th IFAC Symposium on Advanced Control of Chemical Processes - ADCHEM 2021, Venice, Italy, June 13, 2021 - June 16, 2021. IFAC-PapersOnLine
Conference Paper
Stable Macromodels for Delayed PEEC Models with Error Estimation. In: 2021 International Applied Computational Electromagnetics Society Symposium (ACES), pp. 1 - 4. 2021 International Applied Computational Electromagnetics Society Symposium (ACES), Hamilton, ON, Canada, August 01, 2021 - August 05, 2021. IEEE (2021)
Conference Paper
Kompakte thermo-mechanische Modelle zur schnellen Simulation von Werkzeugmaschinen unter Berücksichtigung von Komponenten mit nichtlinearem Verhalten. In: Proceedings of the Workshop des GMA-FA 1.30 "Modellbildung, Identifikation und Simulation in der Automatisierungstechnik" und GMA-FA 1.40 "Systemtheorie und Regelungstechnik", pp. 269 - 283. Workshop des GMA-FA 1.30 "Modellbildung, Identifikation und Simulation in der Automatisierungstechnik" und GMA-FA 1.40 "Systemtheorie und Regelungstechnik", Anif, Austria, September 20, 2021 - September 24, 2021. (2021)
Conference Paper
21 (1), e202100222, (2021)
On the Orbital Stability of Periodic Trajectories of a Class of Discontinuous Systems. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM). Proceedings in Applied Mathematics and Mechanics Meeting Abstract (3)
2021
Meeting Abstract
Solving Large-Scale Riccati Equations with Indefinite Quadratic Terms. In Book of Abstracts Matrix Equations and Tensor Techniques IX, pp. 31 - 32. Matrix Equations and Tensor Techniques IX, Perugia, Italy, September 09, 2021 - September 10, 2021. (2021)
Meeting Abstract
Palindromic Linearization and Numerical Solution of Nonsymmetric Algebraic T-Riccati Equations. In Book of Abstracts Matrix Equations and Tensor Techniques IX, pp. 33 - 34. Matrix Equations and Tensor Techniques IX, Perugia, Italy, September 09, 2021 - September 10, 2021. (2021)
Meeting Abstract
A Successive Divide and Conquer Algorithm for the Unilateral Quadratic Matrix Equation. In Book of Abstracts Matrix Equations and Tensor Techniques IX, pp. 43 - 44. Matrix Equations and Tensor Techniques IX, Perugia, Italy, September 09, 2021 - September 10, 2021. (2021)
Thesis - PhD (3)
2021
Thesis - PhD
A Galerkin Method for Large-scale Autonomous Differential Riccati Equations based on the Loewner Partial Order. Dissertation, Otto-von-Guericke Universität, Magdeburg (2021)
Thesis - PhD
Approximate Solution of Non-Symmetric Generalized Eigenvalue Problems and Linear Matrix Equations on HPC-Platforms. Dissertation, Logos Verlag, Berlin (2021)
Thesis - PhD
Structure-Preserving Model Reduction for Mechanical Systems. Dissertation, Otto-von-Guericke Universität, Magdeburg (2021)
Issue (2)
2021
Issue
44, (1) (2021)
Special Issue:Scientific Machine Learning ‐ Part I (Special issue). GAMM-Mitteilungen
Issue
20, (S1) (2021)
Special Issue: 7th GAMM Juniors' Summer School on Applied Mathematics and Mechanics (SAMM) (Special issue). Proceedings in Applied Mathematics and Mechanics (PAMM) Editorial (8)
2021
Editorial
Preface to Model Reduction of Complex Dynamical Systems. Model Reduction of Complex Dynamical Systems, pp. v - ix (2021)
Editorial
Preface to the third Volume of Model Order Reduction. Model Order Reduction: Volume 3: Applications, pp. V - VI (2021)
Editorial
Preface to the second Volume of Model Order Reduction. Model Order Reduction: Volume 2: Snapshot-Based Methods and Algorithms, pp. V - VI (2021)
Editorial
Preface to the first Volume of Model Order Reduction. Model Order Reduction: Volume 1: System- and Data-Driven Methods and Algorithms, pp. V - VIII (2021)
Editorial
44 (1), e202100005 (2021)
Topical Issue Scientific Machine Learning (1/2). Special Issue: Scientific Machine Learning ‐ Part I
Editorial
44 (2), e202100005 (2021)
Topical Issue Scientific Machine Learning (2/2). GAMM Mitteilungen - Special Issue: Scientific Machine Learning ‐ Part II
Editorial
35 (3), pp. 209 - 210 (2021)
Introduction to the Special Issue related to the Power Aware Computing Workshop 2019 — PACO 2019. International Journal of High Performance Computing Applications
Editorial
Preface. Stabilization of Distributed Parameter Systems: Design Methods and Applications, p. v (2021)
Preprint (6)
2021
Preprint
LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. (2021)
Preprint
Learning Dynamics from Noisy Measurements using Deep Learning with a Runge-Kutta Constraint. (2021)
Preprint
Learning Low-Dimensional Quadratic-Embeddings of High-Fidelity Nonlinear Dynamics using Deep Learning. (2021)
Preprint
Solution Decomposition for the Nonlinear Poisson-Boltzmann Equation using the Range-Separated Tensor Format. (2021)
Preprint
Model Reduction of Parametric Differential-Algebraic Systems by Balanced Truncation. (2021)
Preprint
Learning Reduced Order Models from Data for Hyperbolic PDEs. (2021)
Software (3)
2021
Software
SOMDDPA - Second-Order Modally-Damped Dominant Pole Algorithm (Version 2.0). (2021)
Software
SOLBT - Limited Balanced Truncation for Large-Scale Sparse Second-Order Systems (Version 3.0). (2021)
Software
M-M.E.S.S.-2.1 – the Matrix Equations Sparse Solvers Library. (2021)