Publications of the DRI group
Journal Article (4)
1.
Journal Article
29 (4), pp. 198 - 204 (2022)
Mathematische Komplexitätsreduktion: Modellreduktion dynamischer Systeme. Mitteilungen der Deutschen Mathematiker-Vereinigung 2.
Journal Article
12 (5), 2333 (2022)
Exact and Inexact Lifting Transformations of Nonlinear Dynamical Systems: Transfer Functions, Equivalence, and Complexity Reduction. Applied Sciences 3.
Journal Article
91, 16 (2022)
Data-driven modeling of linear dynamical systems with quadratic output in the AAA framework. Journal of Scientific Computing 4.
Journal Article
44 (1), pp. A554 - A582 (2022)
Data-driven balancing of linear dynamical systems. SIAM Journal on Scientific Computing Book Chapter (2)
5.
Book Chapter
Data-driven modeling and control of large-scale dynamical systems in the Loewner framework: Methodology and applications. In: Numerical Control: Part A, pp. 499 - 530 (Eds. Trélat, E.; Zuazua, E.). Elsevier (2022)
6.
Book Chapter
Model reduction and realization theory of linear switched systems. In: Realization and Model Reduction of Dynamical Systems – A Festschrift in Honor of 70th Birthday of Thanos Antoulas, pp. 197 - 212 (Eds. Beattie, C.; Benner, P.; Embree, M.; Gugercin, S.; Lefteriu, S.). Springer (2022)
Conference Paper (5)
7.
Conference Paper
55 (30), pp. 377 - 382 (2022)
The one-sided Loewner framework and connections to other model reduction methods based on interpolation. 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022, Bayreuth, Germany, September 12, 2022 - September 16, 2022. IFAC-PapersOnLine 8.
Conference Paper
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)
9.
Conference Paper
55 (20), pp. 7 - 12 (2022)
A framework for fitting quadratic-bilinear systems with applications to models of electrical circuits. 10th Vienna International Conference on Mathematical Modelling - MATHMOD 2022
, Vienna, Austria, July 27, 2022 - July 29, 2022. IFAC-PapersOnLine 10.
Conference Paper
55 (30), pp. 371 - 376 (2022)
Data-driven approximation and reduction from noisy data in matrix pencils frameworks. 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022, Bayreuth, Germany, September 12, 2022 - September 16, 2022. IFAC-PapersOnLine 11.
Conference Paper
55 (20), pp. 163 - 168 (2022)
Structured vector fitting framework for mechanical systems. 10th Vienna International Conference on Mathematical Modelling MATHMOD 2022
, Vienna Austria, July 27, 2022 - July 29, 2022. IFAC-PapersOnLine Preprint (2)
12.
Preprint
Data-driven quadratic modeling in the Loewner framework. (2022)
13.
Preprint
Data-driven approximation and reduction from noisy data in matrix pencil frameworks. (2022)