Publications of Ion Victor Gosea
All genres
Journal Article (11)
2023
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)
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
Journal Article
585, 233575 (2023)
Determination of the distribution of relaxation times through Loewner framework: A direct and versatile approach. Journal of Power Sources 2022
Journal Article
12 (5), 2333 (2022)
Exact and Inexact Lifting Transformations of Nonlinear Dynamical Systems: Transfer Functions, Equivalence, and Complexity Reduction. Applied Sciences
Journal Article
91, 16 (2022)
Data-driven modeling of linear dynamical systems with quadratic output in the AAA framework. Journal of Scientific Computing
Journal Article
44 (1), pp. A554 - A582 (2022)
Data-driven balancing of linear dynamical systems. SIAM Journal on Scientific Computing 2021
Journal Article
43 (5), pp. A3033 - A3054 (2021)
Algorithms for the Rational Approximation of Matrix-Valued Functions. SIAM Journal on Scientific Computing 2020
Journal Article
46, 3 (2020)
Preserving the DAE Structure in the Loewner Model Reduction and Identification Framework. Advances in Computational Mathematics 2018
Journal Article
40 (2), pp. B572 - B610 (2018)
Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner Framework. SIAM Journal on Scientific Computing
Journal Article
25 (6), e2200 (2018)
Data‐driven model order reduction of quadratic‐bilinear systems. Numerical Linear Algebra with Applications: Special Issue: 7th Workshop on Matrix Equations and Tensor Techniques
Journal Article
44 (6), pp. 1845 - 1886 (2018)
Balanced truncation for linear switched systems. Advances in Computational Mathematics Book Chapter (8)
2022
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)
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)
2021
Book Chapter
Toward Fitting Structured Nonlinear Systems by Means of Dynamic Mode Decomposition. In: Model Reduction of Complex Dynamical Systems, pp. 53 - 74 (Eds. Benner, P.; Breiten , T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Book Chapter
On Bilinear Time Domain Identification and Reduction in the Loewner Framework. In: Model Reduction of Complex Dynamical Systems, pp. 3 - 30 (Eds. Benner, P.; Breiten, T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Book Chapter
The Loewner Framework for System Identification and Reduction. In: Model Order Reduction: Volume I: System- and Data-Driven Methods and Algorithms, pp. 181 - 228 (Eds. Benner, P.; Schilders, W.; Grivet-Talocia, S.; Quarteroni, A.; Rozza, G. et al.). De Gruyter, Berlin, Boston (2021)
2020
Book Chapter
Data-Driven Model Reduction for a Class of Semi-Explicit DAEs Using the Loewner Framework. In: Progress in Differential-Algebraic Equations II, pp. 185 - 210 (Eds. Reis, T.; Grundel, S.; Schöps, S.). Springer, Cham (2020)
Book Chapter
Model Order Reduction of Switched Linear Systems with Constrained Switching. In: IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 2018, pp. 41 - 53 (Eds. Fehr, J.; Haasdonk, B.) (2020)
2019
Book Chapter
On the Loewner Framework for Model Reduction of Burgers’ Equation. In: Active Flow and Combustion Control 2018, pp. 255 - 270 (Ed. King, R.). Springer, Cham, Switzerland (2019)
Conference Paper (22)
2023
Conference Paper
23 (3), e202300183, (2023)
A Tangential Interpolation Framework for the AAA Algorithm. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Aachen, Germany, May 30, 2022 - June 02, 2022. Proceedings in Applied Mathematics and Mechanics