Publications of Ion Victor Gosea

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.

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: Proceedings of the 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering (ESCAPE34/PSE24).

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, Code 190820doi: 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.

Karachalios, D., Gosea, I. V., & Antoulas, A. C. (2022)A framework for fitting quadratic-bilinear systems with applications to models of electrical circuitsIn: IFAC-PapersOnLine, 7–12doi: 10.1016/j.ifacol.2022.09.064.

Kergus, P. & Gosea, I. V. (2022)Data-driven approximation and reduction from noisy data in matrix pencils frameworksIn: IFAC-PapersOnLine, 371–376doi: 10.1016/j.ifacol.2022.11.081.

Werner, S. W. R., Gosea, I. V., & Gugercin, S. (2022)Structured vector fitting framework for mechanical systemsIn: IFAC-PapersOnLine, 163–168doi: 10.1016/j.ifacol.2022.09.089.

Gosea, I. V., Gugercin, S., & Unger, B. (2021)Parametric model reduction via rational interpolation along parametersIn: Proceedings of the IEEE Conference on Decision and Control, 6895–6900doi: 10.1109/CDC45484.2021.9682841.

Gosea, I. V., Karachalios, D., & Antoulas, A. C. (2021)Learning reduced-order models of quadratic control systems from input-output dataIn: 2021 European Control Conference (ECC), 1426–1431doi: 10.23919/ECC54610.2021.9654993.

Gosea, I. V., Karachalios, D., & Antoulas, A. C. (2021)On computing reduced-order bilinear models from time-domain dataIn: Proceedings in Applied Mathematics & Mechanics, e202100254doi: 10.1002/pamm.202100254.

Gosea, I. V., Petreczky, M., & Antoulas, A. C. (2021)Reduced-order modeling of LPV systems in the Loewner frameworkIn: Proceedings of the IEEE Conference on Decision and Control 2021, 3299–3305doi: 10.1109/CDC45484.2021.9683742.

Gosea, I. V., Poussot-Vassal, C., & Antoulas, A. C. (2021)On Loewner data-driven control for infinite-dimensional systemsIn: 2021 European Control Conference (ECC), 93–99doi: 10.23919/ECC54610.2021.9655097.

Gosea, I. V., Poussot-Vassal, C., & Antoulas, A. C. (2021)On enforcing stability for data-driven reduced-order modelsIn: 2021 29th Mediterranean Conference on Control and Automation (MED), 487–493doi: 10.1109/MED51440.2021.9480216.

Karachalios, D., Gosea, I. V., & Antoulas, A. C. (2021)The Loewner framework for nonlinear identification and reduction of Hammerstein cascaded dynamical systemsIn: Proceedings in Applied Mathematics & Mechanics, e202000337doi: 10.1002/pamm.202000337.

Gosea, I. V., Petreczky, M., Leth, J., Wisniewski, R., & Antoulas, A. C. (2020)Model Reduction of Linear Hybrid SystemsIn: 2020 59th IEEE Conference on Decision and Control (CDC), 110–117doi: 10.1109/CDC42340.2020.9303918.