Steffen W. R. Werner

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Dynamical Systems

Multinomial Logit

Bilinear Interpolation

Top Venues

Adv. Comput. Math.

IEEE Control. Syst. Lett.

Publications

Steffen W. R. Werner, Benjamin Peherstorfer
On the Sample Complexity of Stabilizing Linear Dynamical Systems from Data. Found. Comput. Math. 24 (3) (2024)
Ion Victor Gosea, Serkan Gugercin, Steffen W. R. Werner
Structured barycentric forms for interpolation-based data-driven reduced modeling of second-order systems. Adv. Comput. Math. 50 (2) (2024)
Quirin Aumann, Steffen W. R. Werner
Adaptive choice of near-optimal expansion points for interpolation-based structure-preserving model reduction. Adv. Comput. Math. 50 (4) (2024)
Jens Saak, Steffen W. R. Werner
factorizations in Newton's method for solving general large-scale algebraic Riccati equations. CoRR (2024)
Jan Heiland, Yongho Kim, Steffen W. R. Werner
Deep polytopic autoencoders for low-dimensional linear parameter-varying approximations and nonlinear feedback design. CoRR (2024)
Steffen W. R. Werner, Benjamin Peherstorfer
System stabilization with policy optimization on unstable latent manifolds. CoRR (2024)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structured interpolation for multivariate transfer functions of quadratic-bilinear systems. Adv. Comput. Math. 50 (2) (2024)
Sean Reiter, Steffen W. R. Werner
Interpolatory model order reduction of large-scale dynamical systems with root mean squared error measures. CoRR (2024)
Jan Heiland, Steffen W. R. Werner
Low-Complexity Linear Parameter-Varying Approximations of Incompressible Navier-Stokes Equations for Truncated State-Dependent Riccati Feedback. IEEE Control. Syst. Lett. 7 (2023)
Jan Heiland, Steffen W. R. Werner
Low-complexity linear parameter-varying approximations of incompressible Navier-Stokes equations for truncated state-dependent Riccati feedback. CoRR (2023)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structured interpolation for multivariate transfer functions of quadratic-bilinear systems. CoRR (2023)
Quirin Aumann, Steffen W. R. Werner
Adaptive choice of near-optimal expansion points for interpolation-based structure-preserving model reduction. CoRR (2023)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
A unifying framework for tangential interpolation of structured bilinear control systems. Numerische Mathematik 155 (3-4) (2023)
Steffen W. R. Werner, Michael L. Overton, Benjamin Peherstorfer
Multifidelity Robust Controller Design with Gradient Sampling. SIAM J. Sci. Comput. 45 (2) (2023)
Peter Benner, Jan Heiland, Steffen W. R. Werner
A low-rank solution method for Riccati equations with indefinite quadratic terms. Numer. Algorithms 92 (2) (2023)
Ion Victor Gosea, Serkan Gugercin, Steffen W. R. Werner
Structured barycentric forms for interpolation-based data-driven reduced modeling of second-order systems. CoRR (2023)
Quirin Aumann, Steffen W. R. Werner
Structured model order reduction for vibro-acoustic problems using interpolation and balancing methods. CoRR (2022)
Steffen W. R. Werner, Benjamin Peherstorfer
Context-aware controller inference for stabilizing dynamical systems from scarce data. CoRR (2022)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
A unifying framework for tangential interpolation of structured bilinear control systems. CoRR (2022)
Peter Benner, Jan Heiland, Steffen W. R. Werner
-controllers. Comput. Optim. Appl. 82 (1) (2022)
Steffen W. R. Werner, Michael L. Overton, Benjamin Peherstorfer
Multi-fidelity robust controller design with gradient sampling. CoRR (2022)
Steffen W. R. Werner, Benjamin Peherstorfer
On the sample complexity of stabilizing linear dynamical systems from data. CoRR (2022)
Peter Benner, Jan Heiland, Steffen W. R. Werner
A low-rank solution method for Riccati equations with indefinite quadratic terms. CoRR (2021)
Robert Jendersie, Steffen W. R. Werner
A comparison of numerical methods for model reduction of dense discrete-time systems. Autom. 69 (8) (2021)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-preserving interpolation of bilinear control systems. Adv. Comput. Math. 47 (3) (2021)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-preserving interpolation for model reduction of parametric bilinear systems. Autom. 132 (2021)
Steffen W. R. Werner, Ion Victor Gosea, Serkan Gugercin
Structured vector fitting framework for mechanical systems. CoRR (2021)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-Preserving Interpolation for Model Reduction of Parametric Bilinear Systems. CoRR (2020)
Peter Benner, Steffen W. R. Werner
Hankel-norm approximation of large-scale descriptor systems. Adv. Comput. Math. 46 (3) (2020)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-Preserving Interpolation of Bilinear Control Systems. CoRR (2020)
Rebekka S. Beddig, Peter Benner, Ines Dorschky, Timo Reis, Paul Schwerdtner, Matthias Voigt, Steffen W. R. Werner
Structure-Preserving Model Reduction for Dissipative Mechanical Systems. CoRR (2020)
Peter Benner, Steffen W. R. Werner
MORLAB - A Model Order Reduction Framework in MATLAB and Octave. ICMS (2020)
Peter Benner, Steffen W. R. Werner
Frequency- and Time-Limited Balanced Truncation for Large-Scale Second-Order Systems. CoRR (2020)
Peter Benner, Steffen W. R. Werner
MORLAB - The Model Order Reduction LABoratory. CoRR (2020)
Jens Saak, Dirk Siebelts, Steffen W. R. Werner
A comparison of second-order model order reduction methods for an artificial fishtail. Autom. 67 (8) (2019)