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Preprint (78)
2024
Preprint
Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems. (2024)
Preprint
Digital Twins in Process Engineering: An Overview on Computational and Numerical Methods. (2024)
Preprint
Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. (2024)
Preprint
Stability-Certified Learning of Control Systems with Quadratic Nonlinearities. (2024)
Preprint
Balanced Truncation of Descriptor Systems with a Quadratic Output. (2024)
Preprint
Using LDLT Factorizations in Newton's Method for Solving General Large-Scale Algebraic Riccati Equations. (2024)
Preprint
MaRDIFlow: A CSE Workflow Framework for Abstracting Meta-Data from FAIR Computational Experiments. (2024)
Preprint
Estimates of the Kolmogorov n-Width for Nonlinear Transformations with Application to Distributed-Parameter Control Systems. (2024)
2023
Preprint
Adaptive Choice of Near-Optimal Expansion Points for Interpolation-Based Structure-Preserving Model Reduction. (2023)
Preprint
Low-order Linear Parameter Varying Approximations for Nonlinear Controller Design for Flows. (2023)
Preprint
A Robust SINDy Approach by Combining Neural Networks and an Integral Form. (2023)
Preprint
Inference of Continuous Linear Systems from Data with Guaranteed Stability. (2023)
Preprint
Guaranteed Stable Quadratic Models and their applications in SINDy and Operator Inference. (2023)
Preprint
Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics. (2023)
Preprint
Loewner Functions for Bilinear Systems. (2023)
Preprint
A Weighted Subspace Exponential Kernel for Support Tensor Machines. (2023)
Preprint
Interpolatory H2-Optimality Conditions for Structured Linear Time-invariant Systems. (2023)
Preprint
Efficient Solution of Sequences of Parametrized Lyapunov Equations with Applications. (2023)
Preprint
Partial observations, coarse graining and equivariance in Koopman operator theory for large-scale dynamical systems. (2023)
Preprint
Error analysis of kernel EDMD for prediction and control in the Koopman framework. (2023)