Publikationen von Ion Victor Gosea
Alle Typen
Zeitschriftenartikel (13)
2024
Zeitschriftenartikel
46 (1), S. A483 - A507 (2024)
Data-Driven and Low-Rank Implementations of Balanced Singular Perturbation Approximation. SIAM Journal on Scientific Computing 2023
Zeitschriftenartikel
Practical Challenges in Data-Driven Interpolation: Dealing with Noise, enforcing Stability, and Computing Realizations. International Journal of Adaptive Control and Signal Processing (2023)
Zeitschriftenartikel
49, 95 (2023)
Interpolatory Model Reduction of Quadratic-Bilinear Dynamical Systems with Quadratic-Bilinear Outputs. Advances in Computational Mathematics
Zeitschriftenartikel
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
Zeitschriftenartikel
585, 233575 (2023)
Determination of the distribution of relaxation times through Loewner framework: A direct and versatile approach. Journal of Power Sources 2022
Zeitschriftenartikel
12 (5), 2333 (2022)
Exact and Inexact Lifting Transformations of Nonlinear Dynamical Systems: Transfer Functions, Equivalence, and Complexity Reduction. Applied Sciences
Zeitschriftenartikel
91, 16 (2022)
Data-driven modeling of linear dynamical systems with quadratic output in the AAA framework. Journal of Scientific Computing
Zeitschriftenartikel
44 (1), S. A554 - A582 (2022)
Data-driven balancing of linear dynamical systems. SIAM Journal on Scientific Computing 2021
Zeitschriftenartikel
43 (5), S. A3033 - A3054 (2021)
Algorithms for the Rational Approximation of Matrix-Valued Functions. SIAM Journal on Scientific Computing 2020
Zeitschriftenartikel
46, 3 (2020)
Preserving the DAE Structure in the Loewner Model Reduction and Identification Framework. Advances in Computational Mathematics 2018
Zeitschriftenartikel
40 (2), S. B572 - B610 (2018)
Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner Framework. SIAM Journal on Scientific Computing
Zeitschriftenartikel
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
Zeitschriftenartikel
44 (6), S. 1845 - 1886 (2018)
Balanced truncation for linear switched systems. Advances in Computational Mathematics Buchkapitel (9)
2024
Buchkapitel
Bilinear realization from input-output data with neural networks. In: Scientific Computing in Electrical Engineering: SCEE 2022, Amsterdam, The Netherlands, July 2022, S. 184 - 192 (Hg. van Beurden, M.; Budko, N. V.; Ciuprina, G.; Schilders, W.; Bansal, H. et al.). Springer, Cham, Switzerland (2024)
2022
Buchkapitel
Data-driven modeling and control of large-scale dynamical systems in the Loewner framework: Methodology and applications. In: Numerical Control: Part A, S. 499 - 530 (Hg. Trélat, E.; Zuazua, E.). Elsevier (2022)
Buchkapitel
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, S. 197 - 212 (Hg. Beattie, C.; Benner, P.; Embree, M.; Gugercin, S.; Lefteriu, S.). Springer (2022)
2021
Buchkapitel
Toward Fitting Structured Nonlinear Systems by Means of Dynamic Mode Decomposition. In: Model Reduction of Complex Dynamical Systems, S. 53 - 74 (Hg. Benner, P.; Breiten , T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Buchkapitel
On Bilinear Time Domain Identification and Reduction in the Loewner Framework. In: Model Reduction of Complex Dynamical Systems, S. 3 - 30 (Hg. Benner, P.; Breiten, T.; Faßbender, H.; Hinze, M.; Stykel, T. et al.). Birkhäuser, Cham, Switzerland (2021)
Buchkapitel
The Loewner Framework for System Identification and Reduction. In: Model Order Reduction: Volume I: System- and Data-Driven Methods and Algorithms, S. 181 - 228 (Hg. Benner, P.; Schilders, W.; Grivet-Talocia, S.; Quarteroni, A.; Rozza, G. et al.). De Gruyter, Berlin, Boston (2021)
2020
Buchkapitel
Data-Driven Model Reduction for a Class of Semi-Explicit DAEs Using the Loewner Framework. In: Progress in Differential-Algebraic Equations II, S. 185 - 210 (Hg. Reis, T.; Grundel, S.; Schöps, S.). Springer, Cham (2020)