Conference Paper (17)

2024
Conference Paper
Grushkovskaya, V.; Vasylieva, I.; Zuyev, A.: Partial Stabilization of Nonlinear Systems Along a Given Trajectory. In: 2024 European Control Conference (ECC), pp. 1954 - 1959. 22nd European Control Conference ECC, Stockholm, Schweden, June 25, 2024 - June 28, 2024. IEEE, Boca Raton (2024)
Conference Paper
Heiland, J.; Gosea, I. V.: Implicit and Explicit Matching of Non-Proper Transfer Functions in the Loewner Framework. In: 2024 European Control Conference (ECC), pp. 3452 - 3457. 22nd European Control Conference ECC, Stockholm, Schweden, June 25, 2024 - June 28, 2024. IEEE, Boca Raton (2024)
Conference Paper
Kergus, P.; Gosea, I. V.; Petreczky, M.: Loewner Functions for Bilinear Systems. 7th IFAC Conference on Analysis and Control of Nonlinear Dynamics and Chaos ACNDC 2024 , London, United Kingdom, June 05, 2024 - June 07, 2024. IFAC-PapersOnLine 58 (5), pp. 102 - 107 (2024)
Conference Paper
Peterson, L.; Bremer, J.; Goyal, P. K.; Gosea, I. V.; Benner, P.; Sundmacher, K.: Learning Reduced-Order Models for Dynamic CO2 Methanation using Operator Inference. In: 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, pp. 3319 - 3324 (Eds. Manenti, F.; Reklaitis, G. V.). ESCAPE34 - PSE24, Florence, Italy, June 02, 2024 - June 06, 2024. Elsevier, Amsterdam/Netherlands (2024)
Conference Paper
Pontes Duff, I.; Goyal, P. K.; Benner, P.: Stability-Certified Learning of Control Systems with Quadratic Nonlinearities. MTNS 2024 - 26th International Symposium on Mathematical Theory of Networks and Systems, Cambridge, UK, August 19, 2024 - August 23, 2024. IFAC-PapersOnLine 58 (17), pp. 151 - 156 (2024)
Conference Paper
Wang, C.; Feng, L.; Lu, W.; Bian, W.; You, Z.; Benner, P.: Active Learning enhanced Deep-Learning Surrogate Model for fast MEMS Design with High-Dimensional Design Parameter Spaces. In: 2024 IEEE 19th International Conference on Nano/Micro Engineered and Molecular Systems (NEMS), pp. 1 - 4. 2024 IEEE 19th International Conference on Nano/Micro Engineered and Molecular Systems (NEMS), Kyoto, Japan, May 02, 2024 - May 05, 2024. IEEE, Boca Raton (2024)
Conference Paper
Zuyev, A.; Grushkovskaya, V.: Stabilization of a Nonholonomic Car Model with Off-Hooked Trailers. In: 32nd Mediterranean Conference on Control and Automation (MED), pp. 364 - 369. 32nd Mediterranean Conference on Control and Automation (MED), Chania, Crete, Greece, June 11, 2024 - June 14, 2024. IEEE, Boca Raton (2024)
Conference Paper
Zuyev, A.; Grushkovskaya, V.: Comparison of Time-Varying Stabilizing Strategies for a Kinematic Car Model: Numerical Simulations. In: Proceedings of the 13th International Workshop on Robot Motion and Control, pp. 37 - 42. 2024 13th International Workshop on Robot Motion and Control (RoMoCo), Poznań, Poland, July 02, 2024 - July 04, 2024. IEEE, Boca Raton (2024)

Meeting Abstract (1)

2024
Meeting Abstract
Patel, B.; Sorrentino, A.; Gosea, I. V.; Vidaković-Koch, T.; Antoulas, A. C.: Distribution of Relaxation Times Analysis of PEMFC through Loewner Framework: A Direct and Regularization Free Approach. In ECS Meeting Abstracts, MA2024-01, 1680. 245th ECS Meeting , San Francisco, USA, May 26, 2024 - May 30, 2024. (2024)

Thesis - PhD (1)

2024
Thesis - PhD
Przybilla, J.: Aspects of Damping Optimization in Vibrational Systems using Model Order Reduction. Dissertation, Otto-von-Guericke Universität, Magdeburg (2024)

Editorial (2)

2024
Editorial
Röbenack, K.; Saak, J.: Ausgewählte Beiträge der GMA-Fachausschüsse 2.13 und 2.14. at-Automatisierungstechnik 72 (8), pp. 705 - 706 (2024)
Editorial
Röbenack, K.; Saak, J.: Ausgewählte Beiträge der GMA-Fachausschüsse 2.13 und 2.14. at-Automatisierungstechnik 72 (8), pp. 705 - 706 (2024)

Preprint (19)

2024
Preprint
Baran, B.; Benner, P.; Saak, J.; Stillfjord, T.: Numerical Methods for Closed-Loop Systems with Non-Autonomous Data. (2024)
Preprint
Carson, E.; Chen, X.; Liu, X.: Computing k-means in mixed precision. (2024)
Preprint
Carson, E.; Lund, K.; Ma, Y.; Oktay, E.: On the Loss of Orthogonality in Low-Synchronization Variants of Reorthogonalized Block Classical Gram-Schmidt. (2024)
Preprint
Chellappa, S.; Feng, L.; Benner, P.: Discrete Empirical Interpolation in the Tensor t-Product Framework. (2024)
Preprint
Chellappa, S.; Feng, L.; Benner, P.: Discrete Empirical Interpolation in the Tensor t-Product Framework. (2024)
Preprint
Forootani, A.; Benner, P.: GN-SINDy: Greedy Sampling Neural Network in Sparse Identification of Nonlinear Partial Differential Equations. (2024)
Preprint
Forootani, A.; Kapadia, H.; Chellappa, S.; Goyal, P. K.; Benner, P.: GS-PINN: Greedy Sampling for Parameter Estimation in Partial Differential Equations. (2024)
Preprint
Heiland, J.; Kim, Y.; Werner, S. W. R.: Deep Polytopic Autoencoders for Low-Dimensional Linear Parameter-Varying Approximations and Nonlinear Feedback Design. (2024)
Preprint
Khorrami, M. S.; Goyal, P. K.; Mianroodi, J. R.; Svendsen, B.; Benner, P.; Raabe, D.: Divergence-free Neural Operators for Stress Field Modeling in Polycrystalline Materials. (2024)
Preprint
Mlinarić, P.; Benner, P.; Gugercin, S.: Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems. (2024)
Preprint
Naumann, C.; Kumar, T. S.; Vettermann, J.; Geist, A.; Saak, J.; Benner, P.; Ihlenfeldt, S.: Training of Artificial Neural Networks with Reduced-Order Models for the Prediction of Thermal Errors on Machine Tools. Research Square (2024)
Preprint
Pelling, A. J. R.; Cherifi, K.; Gosea, I. V.; Sarradj, E.: Snapshot-driven Rational Interpolation of Parametric Systems. (2024)
Preprint
Pradovera, D.; Gosea, I. V.; Heiland, J.: Barycentric Rational Approximation for Learning the Index of a Dynamical System from Limited Data. (2024)
Preprint
Przybilla, J.; Pontes Duff, I.; Goyal, P. K.; Benner, P.: Balanced Truncation of Descriptor Systems with a Quadratic Output. (2024)
Preprint
Reddig, C.; Goyal, P. K.; Pontes Duff, I.; Benner, P.: Active Sampling of Interpolation Points to Identify Dominant Subspaces for Model Reduction. (2024)
Preprint
Reiter, S.; Pontes Duff, I.; Gosea, I. V.; Gugercin, S.: H2 Optimal Model Reduction of Linear Systems with Multiple Quadratic Outputs. (2024)
Preprint
Schulze, J.; Saak, J.: An Extension of the Low-Rank Lyapunov ADI to Non-Zero Initial Values and its Applications. (2024)
Preprint
Sun, S.; Feng, L.; Benner, P.: Data-Augmented Predictive Deep Neural Network: Enhancing the Extrapolation Capabilities of Non-Intrusive Surrogate Models. (2024)
Preprint
Veluvali, P.; Heiland, J.; Benner, P.: MaRDIFlow: A CSE Workflow Framework for Abstracting Meta-Data from FAIR Computational Experiments. (2024)

Software (10)

2024
Software
Köhler, M.: MEPACK: Matrix Equations PACKage (1.1.1). (2024)
Software
Köhler, M.; Saak, J.: FlexiBLAS - a Runtime BLAS switch (version 3.4.0). (2024)
Software
Köhler, M.; Saak, J.: FlexiBLAS - a Runtime BLAS switch (version 3.4.1). (2024)
Software
Köhler, M.; Saak, J.: FlexiBLAS - a Runtime BLAS switch (version 3.4.2). (2024)
Software
Köhler, M.; Saak, J.: FlexiBLAS - a Runtime BLAS switch (version 3.4.3). (2024)
Software
Köhler, M.; Saak, J.: FlexiBLAS - a Runtime BLAS switch (version 3.4.4). (2024)
Software
Nayak, A. S.; Bendokat, T.: phgasnets: Code supplement for article Modelling Gas Networks with Compressors: A Port-Hamiltonian Approach. (2024)
Software
Schulze, J.: DifferentialRiccatiEquations.jl v0.4.0. (2024)
Software
Schulze, J.: ParaReal.jl v0.4.6. (2024)
Software
Schulze, J.; Zimmerberg, N.: MORWiki.jl v0.3.0. (2024)
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