Publications of the DRI group
Journal Article (4)
1.
Journal Article
Practical Challenges in Data-Driven Interpolation: Dealing with Noise, enforcing Stability, and Computing Realizations. International Journal of Adaptive Control and Signal Processing (2023)
2.
Journal Article
49, 95 (2023)
Interpolatory Model Reduction of Quadratic-Bilinear Dynamical Systems with Quadratic-Bilinear Outputs. Advances in Computational Mathematics 3.
Journal Article
9 (2), 132 (2023)
Introducing the Loewner Method as a Data-Driven and Regularization-Free Approach for the Distribution of Relaxation Times Analysis of Lithium-Ion Batteries. batteries 4.
Journal Article
585, 233575 (2023)
Determination of the distribution of relaxation times through Loewner framework: A direct and versatile approach. Journal of Power Sources Conference Paper (2)
5.
Conference Paper
56, pp. 234 - 239 (2023)
A data-driven nonlinear frequency response approach based on the Loewner framework: preliminary analysis. IFAC-PapersOnLine 6.
Conference Paper
Approximating a Flexible Beam Model in the Loewner Framework. In: 2023 European Control Conference, Code 190820. 2023 European Control Conference, Bucharest, Romania, June 13, 2023 - June 16, 2023. IEEE (2023)
Thesis - PhD (1)
7.
Thesis - PhD
Data-driven System Reduction and Identification from Input-Output Time-Domain Data with the Loewner Framework. Dissertation, Otto-von-Guericke Universität, Magdeburg (2023)