Publications of Athanasios C. Antoulas

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.

Gosea, I. V. & Antoulas, A. C. (2019)A Two-Sided Iterative Framework for Model Reduction of Linear Systems with Quadratic OutputIn: 2019 IEEE 58th Conference on Decision and Control (CDC), 7812–7817doi: 10.1109/CDC40024.2019.9030025.

Gosea, I. V. & Antoulas, A. C. (2019)A note on modeling some classes of nonlinear systems from dataIn: XVth International Conference on Computational Plasticity. Fundamentals and Applications: COMPLAS 2019; 3-5 September 2019, Barcelona, Spain., 145–156.

Gosea, I. V., Pontes Duff, I., Benner, P., & Antoulas, A. C. (2019)Model Order Reduction of Bilinear Time-Delay SystemsIn: 18th European Control Conference (ECC), 2289–2294doi: 10.23919/ECC.2019.8796085.

Karachalios, D., Gosea, I. V., & Antoulas, A. C. (2019)A Bilinear Identification-Modeling Framework from Time Domain DataIn: Proceedings in Applied Mathematics and Mechanics, e201900246doi: 10.1002/pamm.201900246.

Gosea, I. V. & Antoulas, A. C. (2018)On the H₂ norm and iterative model order reduction of linear switched systemsIn: 2018 European Control Conference (ECC), 2983–2988doi: 10.23919/ECC.2018.8550591.

Karachalios, D., Gosea, I. V., & Antoulas, A. C. (2018)Data‐driven approximation methods applied to non‐rational functionsIn: Proceedings in Applied Mathematics and Mechanics, 1–2doi: 10.1002/pamm.201800368.

Antoulas, A. C., Gosea, I. V., & Heinkenschloss, M. (2020)Reduction of Systems with Polynomial Nonlinearities in the Loewner FrameworkIn: XXI Householder Symposium on Numerical Linear Algebra: Book of Abstracts, 96–98.

Gosea, I. V., Petreczky, M., Fiter, C., & Antoulas, A. C. (2020)Balanced Truncation for Linear Switched SystemsIn: XXI Householder Symposium on Numerical Linear Algebra: Book of Abstracts, 196–198.

Gosea, I. V., Zhang, Q., & Antoulas, A. C.Data‐driven modeling from noisy measurementsPresented at: 7th GAMM Juniors' Summer School on Applied Mathematics and Mechanics (SAMM)Magdeburg, Germany, July 27, 2020.

Karachalios, D., Gosea, I. V., & Antoulas, A. C.Data-driven (Bilinear) identification and reductionPresented at: 7th GAMM Juniors' Summer School on Applied Mathematics and Mechanics (SAMM)Magdeburg, Germany, July 27, 2020.

Gosea, I. V. & Antoulas, A. C.Learning block-oriented nonlinear models of dynamical systems from dataPresented at: Workshop on Algorithms for Dimension and Complexity ReductionICERM, Providence, RI, USA, March 23, 2020.

Karachalios, D., Gosea, I. V., & Antoulas, A. C.The Loewner frame-work between compression, iteration and optimal selectionPresented at: Model Order Reduction Summer SchoolHamburg, Germany, September 24, 2018.

Karachalios, D., Gosea, I. V., Gkimisis, L., & Antoulas, A. C. (in press)Data-driven quadratic modeling in the Loewner framework from input-output time-domain measurements29 pages, 7 figuresdoi: 10.48550/arXiv.2211.10635.