[S29] |
A Mesh-Free Hybrid Chebyshev-Tucker Tensor Format with Applications to Multi-Particle Modelling
Peter Benner, Boris N. Khoromskij, Venera Khoromskaia, and Bonan Sun
Preprint arXiv: 2503.01696, [math.NA], 3 March 2025.
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[S28] |
Discrete Empirical Interpolation in the Tensor t-Product Framework
Sridhar Chellappa, Lihong Feng, and Peter Benner
Preprint arXiv: 2410.14519, [math.NA], 18 October 2024.
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[S27] |
SIGGRAPH: G: Improved Projective Dynamics Global Using Snapshots-based Reduced Bases
Shaimaa Monem, Peter Benner, and Christian Lessig
Preprint arXiv: 2502.07757, [math.DS], 11 February 2025.
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[S26] |
On Commuting Matrices and Pencils
Peter Benner and Paul Van Dooren
Submitted, January 2025.
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[S25] |
Non-Intrusive Reduced-Order Modeling for Dynamical Systems with Spatially Localized Features
Leonidas Gkimisis, Nicole Aretz, Marco Tezzele, Thomas Richter, Peter Benner, and Karen E. Willcox
Preprint arXiv: 2501.04400, [math.DS], 8 January 2025.
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[S24] |
Discrete Empirical Interpolation in the Tensor t-Product Framework
Sridhar Chellappa, Lihong Feng, and Peter Benner
Preprint arXiv: 2410.14519, [math.NA], 18 October 2024.
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[S23] |
Data-Augmented Predictive Deep Neural Network: Enhancing the Extrapolation Capabilities of Non-Intrusive Surrogate Models
Shuwen Sun, Lihong Feng, and Peter Benner
Preprint arXiv: 2410.13376, [cs.LG], 17 October 2024.
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[S22] |
Active Sampling of Interpolation Points to Identify Dominant Subspaces for Model Reduction
Celine Reddig, Pawan Goyal, Igor Pontes Duff, and Peter Benner
Preprint arXiv: 2409.03892, [stat.ML], 5 September 2024.
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[S21] |
H∞ Adaptively Adjusted Event-Triggering Control for Synchronization of T-S Fuzzy Competitive Reaction-Diffusion Neural Networks
Xuelian Wang, Peter Benner, and Xin Du
Submitted, September 2024.
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[S20] |
Divergence-free Neural Operators for Stress Field Modeling in Polycrystalline Materials
Mohammad S. Khorrami, Pawan Goyal, Jaber R. Mianroodi, Bob Svendsen, Peter Benner, and Dierk Raabe
Preprint arXiv: 2408.15408, [cs.CE], 27 August 2024.
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[S19] |
Training of Artificial Neural Networks with Reduced-Order Models for the Prediction of Thermal Errors on Machine Tools
Christian Naumann, Tharun Suresh Kumar, Julia Vettermann, Alexander Geist, Jens Saak, Peter Benner, and Steffen Ihlenfeldt
Preprint Research Square: 10.21203/rs.3.rs-4744195/v1, August 2024.
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[S18] |
Towards Digital Twins for Power-to-X: Comparing Surrogate Models for a Catalytic CO2 Methanation Reactor
Luisa Peterson, Ali Forootani, Edgar Ivan Sanchez Medina, Ion Victor Gosea, Kai Sundmacher, Peter Benner
Preprint TechRxiv: 10.36227/techrxiv.172263007.76668955/v1, August 2024.
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[S17] |
GN-SINDy: Greedy Sampling Neural Network in Sparse Identification of Nonlinear Partial Differential Equations
Ali Forootani and Peter Benner
Preprint arXiv: 2405.08613v1, [math.DS], 14 May 2024.
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[S16] |
GS-PINN: Greedy Sampling for Parameter Estimation in Partial Differential Equations
Ali Forootani, Harshit Kapadia, Sridhar Chellappa, Pawan Goyal, and Peter Benner
Preprint arXiv: 2405.08537v1, [math.DS], 14 May 2024.
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[S15] |
Stability and Decay-Rate Estimates for a Nonlinear Dispersed Flow Reactor Model with Boundary Control
Yevgeniia Yevgenieva, Alexander Zuyev, and Peter Benner
arXiv Preprint arXiv: 2411.11550, [math.AP], 18 November 2024.
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[S14] |
MaRDIFlow: A CSE workflow framework for abstracting meta-data from FAIR computational experiments
Pavan Veluvali, Jan Heiland, and Peter Benner
arXiv Preprint arXiv: 2405.00028, [cs.DC], 28 February 2024.
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[S13] |
Balanced Truncation of Descriptor Systems with a Quadratic Output
Jennifer Przybilla, Igor Pontes Duff, Pawan Goyal, and Peter Benner
arXiv Preprint arXiv: 2402.14716, [math.DS], 22 February 2024.
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[S12] |
Numerical Methods for Closed-Loop Systems with Non-Autonomous Data
Björn Baran, Peter Benner, Jens Saak, and Tony Stillfjord
arXiv Preprint arXiv: 2402.13656, [math.NA], 21 February 2024.
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[S11] |
Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems
Petar Mlinarić, Peter Benner, and Serkan Gugercin
arXiv Preprint arXiv: 2401.10047, [math.OC], 18 January 2024.
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[S10] |
Iterative Approximations of Periodic Trajectories for Nonlinear Systems with Discontinuous Inputs
Alexander Zuyev and Peter Benner
arXiv Preprint arXiv: 2401.00310, [math.OC], 30 December 2023.
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[S9] |
Guaranteed Stable Quadratic Models and their Applications in SINDy and Operator Inference
Pawan Goyal, Igor Pontes Duff, and Peter Benner
arXiv Preprint arXiv: 2308.13819, [cs.LG], 26 August 2023.
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[S8] |
Linearly Implicit Global Energy Preserving Reduced-order Models for Cubic Hamiltonian Systems
Süleyman Yildiz, Pawan Goyal, and Peter Benner
arXiv Preprint arXiv: 2308.02625, [math.NA], 4 August 2023.
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[S7] |
Adomian Decomposition Method in the Theory of Periodic Boundary Value Problems for Differential Equations with Switches
Peter Benner, Sergey Chuiko, and Mykita Popov
Submitted, June 2023.
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[S6] |
Frequency-dependent Switching Control for Disturbance Attenuation of Linear Systems
Jingjing Zhang, Jan Heiland, Peter Benner, and Xin Du
arXiv Preprint arXiv: 2306.01120, [eess.SY], 1 June 2023.
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[S5] |
Parametric Dynamic Mode Decomposition for Nonlinear Parametric Dynamical Systems
Shuwen Sun, Lihong Feng, Hoon Seng Chan, Tamara Miličić, Tanja Vidaković-Koch, and Peter Benner
arXiv Preprint arXiv: 2305.06197, [math.NA], 10 May 2023.
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[S4] |
A Weighted Subspace Exponential Kernel for Support Tensor Machines
Kirandeep Kour, Sergey Dolgov, Peter Benner, Martin Stoll, and Max Pfeffer
arXiv Preprint arXiv: 2302.08134, [cs.LG], 16 February 2023.
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[S3] |
Inference of Continuous Linear Systems from Data with Guaranteed Stability
Pawan Goyal, Igor Pontes Duff, and Peter Benner
arXiv Preprint arXiv: 2301.10060, [cs.LG], 24 January 2023.
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[S2] |
Riccati-feedback Control of a Two-dimensional Two-phase Stefan Problem
Björn Baran, Peter Benner, and Jens Saak
arXiv Preprint arXiv: 2209.05476, [math.NA], 12 September 2022.
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[S1] |
Learning Reduced Order Models from Data for Hyperbolic PDEs
Neeraj Sarna and Peter Benner
arXiv Preprint arXiv: 2109.06156, [math.NA], 13 September 2021.
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