Publications of Ion Victor Gosea

Gosea, I. V., Peterson, L., Goyal, P. K., Bremer, J., Sundmacher, K., & Benner, P. (2025)Learning Reduced-Order Quadratic-Linear Models in Process Engineering using Operator InferenceNumerical Mathematics and Advanced Applications ENUMATH 2023, Volume 1. ENUMATH 2023: European Conference, September 4-8, Lisbon, Portugal365–376Cham: Springerdoi: 10.1007/978-3-031-86173-4_37.

Karachalios, D., Gosea, I. V., Kour, K., & Antoulas, A. C. (2024)Bilinear realization from input-output data with neural networksScientific Computing in Electrical Engineering: SCEE 2022, Amsterdam, The Netherlands, July 2022184–192Cham: Springerdoi: 10.1007/978-3-031-54517-7_21.

Gosea, I. V., Poussot-Vassal, C., & Antoulas, A. C. (2022)Data-driven modeling and control of large-scale dynamical systems in the Loewner framework: Methodology and applicationsNumerical Control: Part A499–530Elsevierdoi: 10.1016/bs.hna.2021.12.015.

Petreczky, M. & Gosea, I. V. (2022)Model reduction and realization theory of linear switched systemsRealization and Model Reduction of Dynamical Systems – A Festschrift in Honor of 70th Birthday of Thanos Antoulas197–212Springerdoi: 10.1007/978-3-030-95157-3_11.

Gosea, I. V. & Pontes Duff, I. (2021)Toward Fitting Structured Nonlinear Systems by Means of Dynamic Mode DecompositionModel Reduction of Complex Dynamical Systems53–74Cham, Switzerland: Birkhäuserdoi: 10.1007/978-3-030-72983-7_3.

Karachalios, D., Gosea, I. V., & Antoulas, A. C. (2021)On Bilinear Time Domain Identification and Reduction in the Loewner FrameworkModel Reduction of Complex Dynamical Systems3–30Cham, Switzerland: Birkhäuserdoi: 10.1007/978-3-030-72983-7_1.

Karachalios, D., Gosea, I. V., & Antoulas, A. C. (2021)The Loewner Framework for System Identification and ReductionModel Order Reduction: Volume I: System- and Data-Driven Methods and Algorithms181–228Berlin, Boston: De Gruyterdoi: 10.1515/9783110498967-006.

Antoulas, A. C., Gosea, I. V., & Heinkenschloss, M. (2020)Data-Driven Model Reduction for a Class of Semi-Explicit DAEs Using the Loewner FrameworkProgress in Differential-Algebraic Equations II185–210Cham: Springerdoi: 10.1007/978-3-030-53905-4_7.

Gosea, I. V., Pontes Duff, I., Benner, P., & Antoulas, A. C. (2020)Model Order Reduction of Switched Linear Systems with Constrained SwitchingIUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 201841–53doi: 10.1007/978-3-030-21013-7_3.

Antoulas, A. C., Gosea, I. V., & Heinkenschloss, M. (2019)On the Loewner Framework for Model Reduction of Burgers’ EquationActive Flow and Combustion Control 2018255–270Cham, Switzerland: Springerdoi: 10.1007/978-3-319-98177-2_16.

Bradde, T., Gosea, I. V., & Grivet-Talocia, S. (2024)Fast Macromodeling of Large-Scale Multiports with Guaranteed StabilityIn: 2024 IEEE International Symposium on Electromagnetic Compatibility, Signal & Power Integrity (EMC+SIPI), 472–477doi: 10.1109/EMCSIPI49824.2024.10705502.

Gosea, I. V., Gugercin, S., & Beattie, C. (2024)A Non-Intrusive Data-Based Reformulation of a Hybrid Projection-Based Model Reduction MethodIn: IFAC-PapersOnLine, 226–231doi: 10.1016/j.ifacol.2024.10.171.

Heiland, J. & Gosea, I. V. (2024)Implicit and Explicit Matching of Non-Proper Transfer Functions in the Loewner FrameworkIn: 2024 European Control Conference (ECC), 3452–3457doi: 10.23919/ECC64448.2024.10590815.

Kergus, P., Gosea, I. V., & Petreczky, M. (2024)Loewner Functions for Bilinear SystemsIn: IFAC-PapersOnLine, 102–107doi: 10.1016/j.ifacol.2024.07.071.

Peterson, L., Bremer, J., Goyal, P. K., Gosea, I. V., Benner, P., & Sundmacher, K. (2024)Learning Reduced-Order Models for Dynamic CO₂ Methanation using Operator InferenceIn: 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, 3319–3324doi: 10.1016/B978-0-443-28824-1.50554-8.

Aumann, Q., Benner, P., Gosea, I. V., & Saak, J. (2023)A Tangential Interpolation Framework for the AAA AlgorithmIn: Proceedings in Applied Mathematics and Mechanics, e202300183doi: 10.1002/pamm.202300183.

Gosea, I. V., Živković, L. A., Karachalios, D., Vidaković-Koch, T., & Antoulas, A. C. (2023)A data-driven nonlinear frequency response approach based on the Loewner framework: preliminary analysisIn: IFAC-PapersOnLine, 234–239doi: 10.1016/j.ifacol.2023.02.040.

Zuyev, A. & Gosea, I. V. (2023)Approximating a Flexible Beam Model in the Loewner FrameworkIn: 2023 European Control Conference, 1–7doi: 10.23919/ECC57647.2023.10178203.

Gosea, I. V. & Antoulas, A. C. (2022)The one-sided Loewner framework and connections to other model reduction methods based on interpolationIn: IFAC-PapersOnLine, 377–382doi: 10.1016/j.ifacol.2022.11.082.

Gosea, I. V. & Pontes Duff, I. (2022)An iterative realization-free approach for model reduction of bilinear systems via Hermitian interpolationIn: 2022 European Control Conference, 584–589doi: 10.23919/ECC55457.2022.9838095.