Publications of Ion Victor Gosea

Gosea, I. V.; Poussot-Vassal, C.; Antoulas, A. C.: 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)

Petreczky, M.; Gosea, I. V.: 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)

Gosea, I. V.; Pontes Duff, I.: 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)

Karachalios, D.; Gosea, I. V.; Antoulas, A. C.: 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)

Karachalios, D.; Gosea, I. V.; Antoulas, A. C.: 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)

Antoulas, A. C.; Gosea, I. V.; Heinkenschloss, M.: 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)

Gosea, I. V.; Pontes Duff, I.; Benner, P.; Antoulas, A. C.: 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)

Antoulas, A. C.; Gosea, I. V.; Heinkenschloss, M.: 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)

Bradde, T.; Gosea, I. V.; Grivet-Talocia, S.: Fast Macromodeling of Large-Scale Multiports with Guaranteed Stability. In: 2024 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI), pp. 472 - 477. 2024 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI), Phoenix, AZ, USA, August 05, 2024 - August 09, 2024. IEEE, Boca Raton (2024)

Carlucci, A.; Gosea, I. V.; Grivet-Talocia, S.: Approximation of Generalized Frequency Response Functions via Vector Fitting. In: Proceedings of the Thematic Einstein Semester on Mathematical Optimization for Machine Learning, Berlin, Germany. (accepted)

Gosea, I. V.; Gugercin, S.; Beattie, C.: A Non-Intrusive Data-Based Reformulation of a Hybrid Projection-Based Model Reduction Method. 26th International Symposium on Mathematical Theory of Networks and Systems (MTNS), Cambridge, UK, August 19, 2024 - August 23, 2024. IFAC-PapersOnLine 58 (17), pp. 226 - 231 (2024)

Heiland, J.; Gosea, I. V.: Implicit and Explicit Matching of Non-Proper Transfer Functions in the Loewner Framework. In: 2024 European Control Conference (ECC), pp. 3452 - 3457. 22nd European Control Conference ECC, Stockholm, Schweden, June 25, 2024 - June 28, 2024. IEEE, Boca Raton (2024)

Kergus, P.; Gosea, I. V.; Petreczky, M.: Loewner Functions for Bilinear Systems. 7th IFAC Conference on Analysis and Control of Nonlinear Dynamics and Chaos ACNDC 2024 , London, United Kingdom, June 05, 2024 - June 07, 2024. IFAC-PapersOnLine 58 (5), pp. 102 - 107 (2024)

Peterson, L.; Bremer, J.; Goyal, P. K.; Gosea, I. V.; Benner, P.; Sundmacher, K.: Learning Reduced-Order Models for Dynamic CO₂ Methanation using Operator Inference. In: 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, pp. 3319 - 3324 (Eds. Manenti, F.; Reklaitis, G. V.). ESCAPE34 - PSE24, Florence, Italy, June 02, 2024 - June 06, 2024. Elsevier, Amsterdam/Netherlands (2024)

Aumann, Q.; Benner, P.; Gosea, I. V.; Saak, J.: 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 23 (3), e202300183, (2023)

Gosea, I. V.; Živković, L. A.; Karachalios, D.; Vidaković-Koch, T.; Antoulas, A. C.: A data-driven nonlinear frequency response approach based on the Loewner framework: preliminary analysis. IFAC-PapersOnLine 56 (1), pp. 234 - 239 (2023)

Zuyev, A.; Gosea, I. V.: Approximating a Flexible Beam Model in the Loewner Framework. In: 2023 European Control Conference, pp. 1 - 7. 2023 European Control Conference, Bucharest, Romania, June 13, 2023 - June 16, 2023. IEEE, Boca Raton (2023)

Gosea, I. V.; Antoulas, A. C.: 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 55 (30), pp. 377 - 382 (2022)

Gosea, I. V.; Pontes Duff, I.: 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)

Karachalios, D.; Gosea, I. V.; Antoulas, A. C.: 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 55 (20), pp. 7 - 12 (2022)