Publications of Athanasios C. Antoulas

Journal Article (10)

2023
Journal Article
Diaz, A. N., Heinkenschloss, M., Gosea, I. V., & Antoulas, A. C. (2023)Interpolatory Model Reduction of Quadratic-Bilinear Dynamical Systems with Quadratic-Bilinear OutputsAdvances in Computational Mathematics, 49, 95doi: 10.1007/s10444-023-10096-2.
Journal Article
Rüther, T., Gosea, I. V., Jahn, L., Antoulas, A. C., & Danzer, M. A. (2023)Introducing the Loewner Method as a Data-Driven and Regularization-Free Approach for the Distribution of Relaxation Times Analysis of Lithium-Ion Batteriesbatteries, 9 (2), 132doi: 10.3390/batteries9020132.
Journal Article
Sorrentino, A., Patel, B., Gosea, I. V., Antoulas, A. C., & Vidaković-Koch, T. (2023)Determination of the distribution of relaxation times through Loewner framework: A direct and versatile approachJournal of Power Sources, 585, 233575doi: 10.1016/j.jpowsour.2023.233575.
2020
Journal Article
Gosea, I. V., Zhang, Q., & Antoulas, A. C. (2020)Preserving the DAE Structure in the Loewner Model Reduction and Identification FrameworkAdvances in Computational Mathematics, 46, 3doi: 10.1007/s10444-020-09752-8.
2018
Journal Article
Antoulas, A. C., Benner, P., & Feng, L. (2018)Model Reduction by Iterative Error System ApproximationMathematical and Computer Modelling of Dynamical Systems, 24 (2), 103–118doi: 10.1080/13873954.2018.1427116.
Journal Article
Antoulas, A. C., Zhu, B., Zhang, Q., York, B., O'Malley, B. W., & Dacso, C. C. (2018)A novel mathematical method for disclosing oscillations in gene transcription: A comparative studyPLoS ONE, 13 (9), e0198503doi: 10.1371/journal.pone.0198503.
Journal Article
Gosea, I. V., Petreczky, M., & Antoulas, A. C. (2018)Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner FrameworkSIAM Journal on Scientific Computing, 40 (2), B572–B610doi: 10.1137/17M1120233.
Journal Article
Gosea, I. V. & Antoulas, A. C. (2018)Data‐driven model order reduction of quadratic‐bilinear systemsNumerical Linear Algebra with Applications: Special Issue: 7th Workshop on Matrix Equations and Tensor Techniques, 25 (6), e2200doi: 10.1002/nla.2200.
Journal Article
Gosea, I. V., Petreczky, M., Antoulas, A. C., & Fiter, C. (2018)Balanced truncation for linear switched systemsAdvances in Computational Mathematics, 44 (6), 1845–1886doi: 10.1007/s10444-018-9610-z.
2017
Journal Article
Zhu, B., Zhang, Q., Pan, Y., Mace, E. M., York, B., Antoulas, A. C., Dacso, C. C., & O’Malley, B. W. (2017)A Cell-Autonomous Mammalian 12 hr Clock Coordinates Metabolic and Stress RhythmsCell Metabolism, 25 (6), 1305–1319.e9doi: 10.1016/j.cmet.2017.05.004.

Book Chapter (7)

2024
Book Chapter
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, Switzerland: Springerdoi: 10.1007/978-3-031-54517-7_21.
2022
Book Chapter
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.
2021
Book Chapter
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.
Book Chapter
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.
2020
Book Chapter
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.
Book Chapter
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.
2019
Book Chapter
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.

Conference Paper (16)

2023
Conference Paper
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.
2022
Conference Paper
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.
Conference Paper
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.
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