Book Chapter (103)

2013
Book Chapter
Grundel, S.; Hornung, N.; Klaassen, B.; Benner, P.; Clees, T.: Computing Surrogates for Gas Network Simulation Using Model Order Reduction. In: Surrogate-Based Modeling and Optimization, pp. 189 - 212 (Eds. Koziel, S.; Leifsson, L.). Springer, New York (2013)
Book Chapter
Köhler, M.; Saak, J.: A shared memory parallel implementation of the IRKA algorithm for H2 model order reduction. In: Applied Parallel and Scientific Computing, Vol. 7782, pp. 541 - 544. Springer, Berlin (2013)
2012
Book Chapter
Bänsch, E.; Benner, P.: Stabilization of Incompressible Flow Problems by Riccati-Based Feedback. In: Constrained Optimization and Optimal Control for Partial Differential Equations, pp. 5 - 20 (Eds. Leugering, G.; Engell, S.; Griewank, A.; Hinze, M.; Rannacher, R. et al.). Birkhäuser, Basel (2012)
Book Chapter
Benner, P.; Breiten, T.: Krylov-Subspace Based Model Reduction of Nonlinear Circuit Models using Bilinear and Quadratic-Linear Approximations. In: Progress in Industrial Mathematics at ECMI 2010, pp. 153 - 159 (Eds. Günther, M.; Bartel, A.; Brunk, M.; Schöps, S.; Striebel, M.). Springer, Berlin (2012)
Book Chapter
Benner, P.; Ezzatti, P.; Kressner, D.; Quintana-Ortí, E. S.; Remón, A.: Accelerating Model Reduction of Large Linear Systems with Graphics Processors. In: Applied Parallel and Scientific Computing, pp. 88 - 97 (Ed. Jónasson, K.). Springer, Heidelberg (2012)
Book Chapter
Benner, P.; Ezzatti, P.; Quintana-Ortí, E. S.; Remón, A.: Accelerating BST Methods for Model Reduction with Graphics Processors. In: Parallel Processing and Applied Mathematics, pp. 549 - 558 (Eds. Wyrzykowski , R.; Dongarra, J.; Karczewski, K.; Waśniewski, J.). Springer, Heidelberg (2012)
Book Chapter
Benner, P.; Schneider, A.: Some Remarks on A Priori Error Estimation for ESVDMOR. In: Scientific Computing in Electrical Engineering SCEE 2010, pp. 15 - 23 (Eds. Bastiaan, M.; Poirier, J.-R.). Springer, Berlin (2012)
Book Chapter
Benner, P.; Schneider, A.: Model Reduction for Linear Descriptor Systems with Many Ports. In: Progress in Industrial Mathematics at ECMI 2010, pp. 137 - 143 (Eds. Günther, M.; Bartel, A.; Brunk, M.; Schöps, S.; Striebel, M.). Springer, Berlin (2012)
2011
Book Chapter
Benner, P.: Partial Stabilization of Descriptor Systems Using Spectral Projectors. In: Numerical Linear Algebra in Signals, Systems and Control, pp. 55 - 76 (Eds. Van Dooren, P.; Bhattacharyya, S.P.; Chan, R.H.; Olshevsky, V.; Routray, A.). Springer, Dordrecht (2011)
Book Chapter
Benner, P.; Schneider, A.: On Stability, Passivity and Reciprocity Preservation of ESVDMOR. In: Model Reduction for Circuit Simulation, pp. 277 - 288 (Eds. Benner, P.; Hinze, M.; Maten, E. J. W. t.). Springer, Dodrecht (2011)
Book Chapter
Benner, P.; Tomljanović, Z.; Truhar, N.: Damping Optimization for Linear Vibrating Systems Using Dimension Reduction. In: Vibration Problems ICOVP 2011, pp. 297 - 305 (Eds. Náprstek, J.; Horáček, J.; Okrouhlík, M.; Marvalová, B.; Verhulst, F. et al.). Springer, Dordrecht (2011)

Conference Paper (189)

2025
Conference Paper
Hickisch, P.; Saak, J.; Hohlfeld, D.; Bechtold, T.: Two-step Model Order Reduction for a Thermal Finite Element Model of an IGBT Module. In: 11th Vienna International Conference on Mathematical Modelling. 11th Vienna International Conference on Mathematical Modelling, Vienna, Austria, February 19, 2025 - February 21, 2025. (accepted)
Conference Paper
Zuyev, A.; Pellicano, F.; Zippo, A.; Iarriccio, G.: Dynamic Modelling of a Controlled Orthotropic Plate: Analytic and Data-Driven Approaches in the Frequency Domain. In: Conference Proceedings: International Mechanical Engineering Congress and Exposition, Volume 5: Dynamics, Vibration, and Control, Vol. 5, IMECE2024-145739, V005T07A052. International Mechanical Engineering Congress & Exposition IMECE 2024, Portland, Oregon, USA, November 17, 2024 - November 21, 2024. ASME, New York (2025)
2024
Conference Paper
Bansal, V.; Feng, L.; de la Rubia, V.; Benner, P.: Parametric S-Parameter Prediction Using Deep Learning. In: 33rd Conference on Electrical Performance of Electronic Packages and Systems (EPEPS 2024), Code 204345. 33rd Conference on Electrical Performance of Electronic Packages and Systems (EPEPS 2024), Toronto, Canada, October 06, 2024 - October 09, 2024. IEEE, Boca Raton (2024)
Conference Paper
Bendokat, T.; Benner, P.; Grundel, S.; Nayak, A. S.: Modelling Gas Networks with Compressors: A port-Hamiltonian Approach. 94th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM). Proceedings in Applied Mathematics and Mechanics 24 (4), e202400164, (2024)
Conference Paper
Benner, P.; Chuiko, S.; Nesmelova, O.: Autonomous Seminonlinear Boundary Value Problems with Switchings at Non-Fixed Times. In: Reports of Qualitde, pp. 20 - 23 (Ed. Partsvania, N.). International Workshop on the Qualitative Theory of Differential Equations, "QUALITDE – 2024" , Tbilisi, Georgia, December 21, 2024 - December 23, 2024. Tbilisi State University Press, Tbilisi, Georgia (2024)
Conference Paper
Benner, P.; Gugercin, S.; Werner, S. W. R.: Structure-Preserving Interpolation of Quadratic-Bilinear Systems via Regular Multivariate Transfer Functions. 94th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Magdeburg, Germany, March 18, 2024 - March 22, 2024. Proceedings in Applied Mathematics and Mechanics 24 (3), e202400048, (2024)
Conference Paper
Bradde, T.; Gosea, I. V.; Grivet-Talocia, S.: Fast Macromodeling of Large-Scale Multiports with Guaranteed Stability. In: 2024 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI), pp. 472 - 477. 2024 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI), Phoenix, AZ, USA, August 05, 2024 - August 09, 2024. IEEE, Boca Raton (2024)
Conference Paper
Carlucci, A.; Gosea, I. V.; Grivet-Talocia, S.: Approximation of Generalized Frequency Response Functions via Vector Fitting. In: Proceedings of the Thematic Einstein Semester on Mathematical Optimization for Machine Learning, Berlin, Germany. (accepted)
Conference Paper
Chuiko, S.; Chuiko, A.; Popov, N.: Adomian Decomposition Method in Theory of Nonlinear Periodic Boundary Value Problems. In: Reports of Qualitde, Vol. Volume 3, pp. 40 - 44 (Ed. Partsvania, N.). International Workshop on the Qualitative Theory of Differential Equations, "QUALITDE – 2024" , Tbilisi, Georgia, December 21, 2024 - December 23, 2024. Tbilisi State University Press, Tbilisi, Georgia (2024)
Conference Paper
Das, A.; Heiland, J.: Low-order Linear Parameter Varying Approximations for Nonlinear Controller Design for Flows. In: 2024 European Control Conference (ECC), pp. 2065 - 2070. 22nd European Control Conference ECC, Stockholm, Schweden, June 25, 2024 - June 28, 2024. IEEE, Boca Raton (2024)
Conference Paper
Fitzer, U.; Goyal, P. K.; Schuetz, A.; Zawra, I.; Hohlfeld, D.; Bechtold, T.: Comparison of Model Order Reduction Methods for a Linear Finite Element Model of an Electrically Stimulated Neuron. In: 2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024, pp. 1 - 8. 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE 2024), Catania, Italy, April 07, 2024 - April 10, 2024. IEEE, Boca Raton (2024)
Conference Paper
Gosea, I. V.; Gugercin, S.; Beattie, C.: A Non-Intrusive Data-Based Reformulation of a Hybrid Projection-Based Model Reduction Method. 26th International Symposium on Mathematical Theory of Networks and Systems (MTNS), Cambridge, UK, August 19, 2024 - August 23, 2024. IFAC-PapersOnLine 58 (17), pp. 226 - 231 (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)
2023
Conference Paper
Aumann, Q.; Benner, P.; Gosea, I. V.; Saak, J.: A Tangential Interpolation Framework for the AAA Algorithm. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Aachen, Germany, May 30, 2022 - June 02, 2022. Proceedings in Applied Mathematics and Mechanics 23 (3), e202300183, (2023)
Conference Paper
Aumann, Q.; Benner, P.; Saak, J.; Vettermann, J.: Model Order Reduction via Substructuring for a Nonlinear, Differential-Algebraic Machine Tool Model with Moving Loads. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Aachen, Germany, August 15, 2022 - August 19, 2022. Proceedings in Applied Mathematics and Mechanics 23 (1), e202200286, (2023)
Conference Paper
Benner, P.; Chuiko, S.; Chuiko, V.: Adomian Decomposition Method in the Theory of Nonlinear Periodic Boundary Value Problems with Delay. In: DSMSI-2023 - Dynamical System Modelling and Stability Investigation 2023: Selected Papers of the XX International Scientific Conference "Dynamical System Modelling and Stability Investigation " (DSMSI-2023). Volume 1: Mathematical Foundations of Information Technologies, pp. 98 - 106 (Eds. Khusainov, D.; Diblik, J.; Bychkov, O.; Berezansky, L.; Shatyrko, A.). XX International Scientific Conference Dynamical System Modeling and Stability Investigation Conference (DSMSI-2023), Kyiv, Ukraine, December 20, 2023 - December 21, 2023. RWTH Aachen University, Aachen (2023)
Conference Paper
Benner, P.; Goyal, P. K.; Heiland, J.; Pontes Duff, I.: A Quadratic Decoder Approach to Nonintrusive Reduced-Order Modeling of Nonlinear Dynamical Systems. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics, Aachen, Germany, August 15, 2022 - August 19, 2022. Proceedings in Applied Mathematics and Mechanics 23 (1), e202200049, (2023)
Conference Paper
Benner, P.; Lund, K.; Saak, J.: Towards a Benchmark Framework for Model Order Reduction in the Mathematical Research Data Initiative (MaRDI). 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Aachen, Germany, August 15, 2022 - August 19, 2022. Proceedings in Applied Mathematics and Mechanics 23 (3), e202300147, (2023)
Conference Paper
Gkimisis, L.; Richter, T.; Benner, P.: Adjacency-based, Non-intrusive Reduced-order Modeling for Fluid-Structure Interactions. 93rd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Dresden, Germany, May 29, 2023 - June 02, 2023. Proceedings in Applied Mathematics and Mechanics 23 (4), e202300047, (2023)
Conference Paper
Khusainov, D.; Chuiko, S.; Nesmelova, O.; Diachenko, D.: A Nonlinear Autonomous Boundary Value Problem for a Non-Degenerate Differential-Algebraic System. In: DSMSI 2023 CAM - Dynamical System Modeling and Stability Investigation: Selected Papers of the XX International Scientific Conference “Dynamical System Modeling and Stability Investigation" (DSMSI-2023). Conference Proceedings. Volume 2: Computer Applied Mathematics, pp. 90 - 95 (Eds. Khusainov, D.; Diblik, J.; Bychkov, O.; Berezansky, L.; Shatyrko, A.). XX International Scientific Conference on Dynamical System Modeling and Stability Investigation, DSMSI 2023, Kyiv, Ukraine, December 20, 2023 - December 21, 2023. RWTH Aachen University, Aachen (2023)
Conference Paper
Mattucci, E.; Feng, L.; Benner, P.; Romano, D.; Antonini, G.: Fast Frequency-Domain Analysis for Parametric Electromagnetic Models Using Deep Learning. In: 2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1 - 3. IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), Milpitas, CA, USA, October 15, 2023 - October 18, 2023. IEEE, Boca Raton (2023)
Conference Paper
Nayak, A. S.; Grundel, S.: Convergence Study for Composite Gas Flow in Pipes. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Aachen, Germany, May 30, 2022 - June 02, 2022. Proceedings in Applied Mathematics and Mechanics 23 (1), e202200231, (2023)
Conference Paper
Saak, J.; Schulze, J.: Diagonally-Addressed Matrix Nicknack: How to improve SpMV performance. 93rd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Dresden, Germany, May 30, 2023 - June 02, 2023. Proceedings in Applied Mathematics and Mechanics 23 (4), e202300228, (2023)
Conference Paper
Veluvali, P.; Heiland, J.; Benner, P.: MaRDIFlow: A Workflow Framework for Documentation and Integration of FAIR Computational Experiments. In: 1st Conference on Research Data Infrastructure (CoRDI) Connecting CommunitiesKarlsruhe (Germany), 12 -14 September 2023, CoRDI2023-70 (Eds. Sure-Vetter, Y.; Goble, C.). 1st Conference on Research Data Infrastructure (CoRDI) - Connecting Communities , Karlsruhe, Germany, September 12, 2023 - September 14, 2023. TIB Open Publishing, Hannover, Germany (2023)
Conference Paper
Zuyev, A.; Gosea, I. V.: Approximating a Flexible Beam Model in the Loewner Framework. In: 2023 European Control Conference, pp. 1 - 7. 2023 European Control Conference, Bucharest, Romania, June 13, 2023 - June 16, 2023. IEEE, Boca Raton (2023)
Conference Paper
Zuyev, A.; Kalosha, J.: A Dynamic Observer for a Class of Infinite-Dimensional Vibrating Flexible Structures. In: 2023 European Control Conference, pp. 1 - 4. 2023 European Control Conference, Bucharest, Romania, June 13, 2023 - June 16, 2023. IEEE, Boca Raton (2023)
2022
Conference Paper
Bendokat, T.; Zimmermann, R.: Geometric Optimization for Structure-Preserving Model Reduction of Hamiltonian Systems. 10th Vienna International Conference on Mathematical Modelling (MATHMOD), Vienna, Austria, July 27, 2022 - July 29, 2022. IFAC-PapersOnLine 55 (20), pp. 457 - 462 (2022)
Conference Paper
Gosea, I. V.; Pontes Duff, I.: An iterative realization-free approach for model reduction of bilinear systems via Hermitian interpolation. In: 2022 European Control Conference, pp. 584 - 589. 2022 European Control Conference, London, UK, July 12, 2022 - July 15, 2022. IEEE, Boca Raton (2022)
Conference Paper
Heiland, J.; Kim, Y.: Convolutional Autoencoders and Clustering for Low-dimensional Parametrization of Incompressible Flows. 25th IFAC Symposium on Mathematical Theory of Networks and Systems MTNS 2022, Bayreuth, Germany, September 12, 2022 - September 16, 2022. IFAC-PapersOnLine 55 (30), pp. 430 - 435 (2022)
Conference Paper
Naumann, A.; Saak, J.; Sauerzapf, S.; Vettermann, J.; Beitelschmidt, M.; Herzog, R.: Advanced Open Source Data Formats for Geometrically and Physically Coupled Systems. In: Proceedings of Asian Modelica Conference 2022, pp. 81 - 91. Asian Modelica Conference 2022, Tokyo, Japan, November 24, 2022 - November 25, 2022. (2022)
Conference Paper
Sauerteig, P.; Esterhuizen, W.; Wilson, M.; Ritschel, T. K.S.; Worthmann, K.; Streif, S.: Model Predictive Control Tailored to Epidemic Models. In: 2022 European Control Conference, pp. 743 - 744. European Control Conference 2022, London, United Kingdom, July 12, 2022 - July 15, 2022. (2022)
2021
Conference Paper
Benner, P.; Penke, C.: 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 20 (1), e202000065, 2 pages, (2021)
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