Serkan Gugercin

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 74

Top Venues

Publications

Alessandro Borghi, Tobias Breiten, Serkan Gugercin
Balanced truncation with conformal maps. CoRR (2024)
Sean Reiter, Igor Pontes Duff, Ion Victor Gosea, Serkan Gugercin
optimal model reduction of linear systems with multiple quadratic outputs. CoRR (2024)
Petar Mlinaric, Peter Benner, Serkan Gugercin
Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems. CoRR (2024)
Ion Victor Gosea, Serkan Gugercin, Steffen W. R. Werner
Structured barycentric forms for interpolation-based data-driven reduced modeling of second-order systems. Adv. Comput. Math. 50 (2) (2024)
Sean Reiter, Tobias Damm, Mark Embree, Serkan Gugercin
On the balanced truncation error bound and sign parameters from arrowhead realizations. Adv. Comput. Math. 50 (1) (2024)
Michael S. Ackermann, Serkan Gugercin
Time-Domain Iterative Rational Krylov Method. CoRR (2024)
Ion Victor Gosea, Serkan Gugercin, Christopher Beattie
A non-intrusive data-based reformulation of a hybrid projection-based model reduction method. CoRR (2024)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structured interpolation for multivariate transfer functions of quadratic-bilinear systems. Adv. Comput. Math. 50 (2) (2024)
Petar Mlinaric, Christopher Beattie, Zlatko Drmac, Serkan Gugercin
IRKA is a Riemannian Gradient Descent Method. CoRR (2023)
Petar Mlinaric, Peter Benner, Serkan Gugercin
-optimality Conditions for Structured Linear Time-invariant Systems. CoRR (2023)
Andrea Carracedo Rodriguez, Linus Balicki, Serkan Gugercin
The p-AAA Algorithm for Data-Driven Modeling of Parametric Dynamical Systems. SIAM J. Sci. Comput. 45 (3) (2023)
Petar Mlinaric, Serkan Gugercin
A Unifying Framework for Interpolatory ${\boldsymbol{\mathcal{L}_2}}$-Optimal Reduced-Order Modeling. SIAM J. Numer. Anal. 61 (5) (2023)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structured interpolation for multivariate transfer functions of quadratic-bilinear systems. CoRR (2023)
Boris Kramer, Serkan Gugercin, Jeff Borggaard
Nonlinear Balanced Truncation: Part 2 - Model Reduction on Manifolds. CoRR (2023)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
A unifying framework for tangential interpolation of structured bilinear control systems. Numerische Mathematik 155 (3-4) (2023)
Michael C. Brennan, Mark Embree, Serkan Gugercin
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach. SIAM Rev. 65 (2) (2023)
Petar Mlinaric, Serkan Gugercin
$\boldsymbol{\mathcal{L}_2}$-Optimal Reduced-Order Modeling Using Parameter-Separable Forms. SIAM J. Sci. Comput. 45 (2) (2023)
Ion Victor Gosea, Serkan Gugercin, Steffen W. R. Werner
Structured barycentric forms for interpolation-based data-driven reduced modeling of second-order systems. CoRR (2023)
Michael S. Ackermann, Serkan Gugercin
Frequency-Based Reduced Models from Purely Time-Domain Data via Data Informativity. CoRR (2023)
Sean Reiter, Ion Victor Gosea, Serkan Gugercin
Generalizations of data-driven balancing: what to sample for different balancing-based reduced models. CoRR (2023)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
A unifying framework for tangential interpolation of structured bilinear control systems. CoRR (2022)
Petar Mlinaric, Serkan Gugercin
A Unifying Framework for Interpolatory $\mathcal{L}_2$-optimal Reduced-order Modeling. CoRR (2022)
Ion Victor Gosea, Serkan Gugercin
Data-Driven Modeling of Linear Dynamical Systems with Quadratic Output in the AAA Framework. J. Sci. Comput. 91 (1) (2022)
Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. J. Sci. Comput. 91 (1) (2022)
Bita Safaee, Serkan Gugercin
Structure-Preserving Model Reduction for Nonlinear Power Grid Network. CoRR (2022)
Ion Victor Gosea, Serkan Gugercin, Christopher Beattie
Data-Driven Balancing of Linear Dynamical Systems. SIAM J. Sci. Comput. 44 (1) (2022)
Nitin Shyamkumar, Serkan Gugercin, Benjamin Peherstorfer
Towards context-aware learning for control: Balancing stability and model-learning error. ACC (2022)
Petar Mlinaric, Serkan Gugercin
-optimal Reduced-order Modeling Using Parameter-separable Forms. CoRR (2022)
Bita Safaee, Serkan Gugercin
. CDC (2021)
Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. CoRR (2021)
Bita Safaee, Serkan Gugercin
Data-driven modeling of power networks. CoRR (2021)
Bita Safaee, Serkan Gugercin
Structure-preserving Model Reduction of Parametric Power Networks. ACC (2021)
V. V. N. Sriram Malladi, Mohammad I. Albakri, Manu Krishnan, Serkan Gugercin, Pablo A. Tarazaga
Estimating Experimental Dispersion Curves from Steady-State Frequency Response Measurements. CoRR (2021)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-preserving interpolation of bilinear control systems. Adv. Comput. Math. 47 (3) (2021)
Ion Victor Gosea, Serkan Gugercin, Christopher Beattie
Data-driven balancing of linear dynamical systems. CoRR (2021)
Bita Safaee, Serkan Gugercin
Structure-preserving Model Reduction of Parametric Power Networks. CoRR (2021)
Ion Victor Gosea, Serkan Gugercin, Benjamin Unger
Parametric model reduction via rational interpolation along parameters. CDC (2021)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-preserving interpolation for model reduction of parametric bilinear systems. Autom. 132 (2021)
Ion Victor Gosea, Serkan Gugercin
Data-driven modeling of linear dynamical systems with quadratic output in the AAA framework. CoRR (2021)
Ion Victor Gosea, Serkan Gugercin, Benjamin Unger
Parametric model reduction via rational interpolation along parameters. CoRR (2021)
Steffen W. R. Werner, Ion Victor Gosea, Serkan Gugercin
Structured vector fitting framework for mechanical systems. CoRR (2021)
Arielle Carr, Eric de Sturler, Serkan Gugercin
Preconditioning Parametrized Linear Systems. SIAM J. Sci. Comput. 43 (3) (2021)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-Preserving Interpolation for Model Reduction of Parametric Bilinear Systems. CoRR (2020)
Benjamin Peherstorfer, Zlatko Drmac, Serkan Gugercin
Stability of Discrete Empirical Interpolation and Gappy Proper Orthogonal Decomposition with Randomized and Deterministic Sampling Points. SIAM J. Sci. Comput. 42 (5) (2020)
Michael C. Brennan, Mark Embree, Serkan Gugercin
Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach. CoRR (2020)
Peter Benner, Serkan Gugercin, Steffen W. R. Werner
Structure-Preserving Interpolation of Bilinear Control Systems. CoRR (2020)
Ion Victor Gosea, Serkan Gugercin
The AAA framework for modeling linear dynamical systems with quadratic output. CoRR (2020)
Andrea Carracedo Rodriguez, Serkan Gugercin
The p-AAA algorithm for data driven modeling of parametric dynamical systems. CoRR (2020)
Christopher Beattie, Serkan Gugercin, Zoran Tomljanovic
Sampling-free model reduction of systems with low-rank parameterization. Adv. Comput. Math. 46 (6) (2020)
Selin S. Aslan, Eric de Sturler, Serkan Gugercin
Randomization for the Efficient Computation of Parametric Reduced Order Models for Inversion. CoRR (2020)
Sean Reiter, Mark Embree, Serkan Gugercin
The balanced truncation bound is tight for SISO systems when the truncated system is state-space symmetric. CoRR (2020)
Christopher Beattie, Zlatko Drmac, Serkan Gugercin
Revisiting IRKA: Connections with pole placement and backward stability. CoRR (2019)
Benjamin Unger, Serkan Gugercin
Kolmogorov n-widths for linear dynamical systems. Adv. Comput. Math. 45 (5) (2019)
Christopher Beattie, Serkan Gugercin, Zoran Tomljanovic
Sampling-free parametric model reduction for structured systems. CoRR (2019)
Klajdi Sinani, Serkan Gugercin
H2(tf) optimality conditions for a finite-time horizon. Autom. 110 (2019)
Mohammad I. Albakri, Vijaya V. N. Sriram Malladi, Serkan Gugercin, Pablo A. Tarazaga
Estimating Dispersion Curves from Frequency Response Functions via Vector-Fitting. CoRR (2019)
Christopher A. Beattie, Serkan Gugercin, Volker Mehrmann
Structure-preserving Interpolatory Model Reduction for Port-Hamiltonian Differential-Algebraic Systems. CoRR (2019)
Tobias Breiten, Christopher A. Beattie, Serkan Gugercin
-gap model reduction for stabilizable and detectable systems. CoRR (2019)
Andrea Carracedo Rodriguez, Serkan Gugercin, Jeff Borggaard
Interpolatory model reduction of parameterized bilinear dynamical systems. Adv. Comput. Math. 44 (6) (2018)
Klajdi Sinani, Serkan Gugercin
) Optimality Conditions for a Finite-time Horizon. CoRR (2018)
Peter Benner, Pawan Goyal, Serkan Gugercin
-Quasi-Optimal Model Order Reduction for Quadratic-Bilinear Control Systems. SIAM J. Matrix Anal. Appl. 39 (2) (2018)
Benjamin Unger, Serkan Gugercin
Kolmogorov n-widths for linear dynamical systems. CoRR (2018)
Zoran Tomljanovic, Christopher Beattie, Serkan Gugercin
Damping optimization of parameter dependent mechanical systems by rational interpolation. Adv. Comput. Math. 44 (6) (2018)
Benjamin Peherstorfer, Serkan Gugercin, Karen Willcox
Data-Driven Reduced Model Construction with Time-Domain Loewner Models. SIAM J. Sci. Comput. 39 (5) (2017)
Caleb C. Magruder, Serkan Gugercin, Christopher A. Beattie
Linear time-periodic dynamical systems: An H2 analysis and a model reduction framework. CoRR (2017)
Christopher Beattie, Serkan Gugercin, Volker Mehrmann
Model reduction for systems with inhomogeneous initial conditions. Syst. Control. Lett. 99 (2017)
Andrea Carracedo Rodriguez, Serkan Gugercin, Jeff Borggaard
Interpolatory Model Reduction of Parameterized Bilinear Dynamical Systems. CoRR (2017)
Meghan O'Connell, Misha E. Kilmer, Eric de Sturler, Serkan Gugercin
Computing Reduced Order Models via Inner-Outer Krylov Recycling in Diffuse Optical Tomography. SIAM J. Sci. Comput. 39 (2) (2017)
Saifon Chaturantabut, Christopher A. Beattie, Serkan Gugercin
Structure-Preserving Model Reduction for Nonlinear Port-Hamiltonian Systems. SIAM J. Sci. Comput. 38 (5) (2016)
Jeff Borggaard, Serkan Gugercin, Lizette Zietsman
Feedback stabilization of fluids using reduced-order models for control and compensator design. CDC (2016)
Zlatko Drmac, Serkan Gugercin
A New Selection Operator for the Discrete Empirical Interpolation Method - Improved A Priori Error Bound and Extensions. SIAM J. Sci. Comput. 38 (2) (2016)
Alessandro Castagnotto, Christopher Beattie, Serkan Gugercin
model reduction of multi-input/multi-output systems. CoRR (2016)
Philipp Schulze, Benjamin Unger, Christopher A. Beattie, Serkan Gugercin
Data-driven Structured Realization. CoRR (2016)
Christopher A. Beattie, Serkan Gugercin, Volker Mehrmann
Model Reduction for Large-scale Dynamical Systems with Inhomogeneous Initial Conditions. CoRR (2016)
Zlatko Drmac, Serkan Gugercin
A New Selection Operator for the Discrete Empirical Interpolation Method - improved a priori error bound and extensions. CoRR (2015)
Eric de Sturler, Serkan Gugercin, Misha Elena Kilmer, Saifon Chaturantabut, Christopher A. Beattie, Meghan O'Connell
Nonlinear Parametric Inversion Using Interpolatory Model Reduction. SIAM J. Sci. Comput. 37 (3) (2015)
Zlatko Drmac, Serkan Gugercin, Christopher A. Beattie
Vector Fitting for Matrix-valued Rational Approximation. CoRR (2015)
Peter Benner, Serkan Gugercin, Karen Willcox
A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems. SIAM Rev. 57 (4) (2015)
Zlatko Drmac, Serkan Gugercin, Christopher Beattie
Vector Fitting for Matrix-valued Rational Approximation. SIAM J. Sci. Comput. 37 (5) (2015)
Tobias Breiten, Christopher A. Beattie, Serkan Gugercin
Near-optimal frequency-weighted interpolatory model reduction. Syst. Control. Lett. 78 (2015)
Zlatko Drmac, Serkan Gugercin, Christopher A. Beattie
Approximation. SIAM J. Sci. Comput. 37 (2) (2015)
Garret M. Flagg, Serkan Gugercin
Optimal Model Reduction of Bilinear Systems. SIAM J. Matrix Anal. Appl. 36 (2) (2015)
Jeff Borggaard, Serkan Gugercin
Model Reduction for DAEs with an Application to Flow Control. CoRR (2014)
Christopher A. Beattie, Serkan Gugercin
Model Reduction by Rational Interpolation. CoRR (2014)
Zlatko Drmac, Serkan Gugercin, Christopher A. Beattie
Quadrature-Based Vector Fitting: Implications For H2 System Approximation. CoRR (2014)
Garret M. Flagg, Serkan Gugercin
Multipoint Volterra Series Interpolation and H2 Optimal Model Reduction of Bilinear Systems. CoRR (2013)
Serkan Gugercin, Tatjana Stykel, Sarah Wyatt
Model Reduction of Descriptor Systems by Interpolatory Projection Methods. SIAM J. Sci. Comput. 35 (5) (2013)
Tobias Breiten, Christopher A. Beattie, Serkan Gugercin
Near-optimal Frequency-weighted Interpolatory Model Reduction. CoRR (2013)
Branimir Anic, Christopher A. Beattie, Serkan Gugercin, Athanasios C. Antoulas
H2 model reduction. Autom. 49 (5) (2013)
Garret M. Flagg, Christopher A. Beattie, Serkan Gugercin
H∞ model reduction. Syst. Control. Lett. 62 (7) (2013)
Serkan Gugercin, Tatjana Stykel, Sarah Wyatt
Model Reduction of Descriptor Systems by Interpolatory Projection Methods CoRR (2013)
Christopher A. Beattie, Serkan Gugercin
Realization-independent ℌ2-approximation. CDC (2012)
Serkan Gugercin, Rostyslav V. Polyuga, Christopher A. Beattie, Arjan van der Schaft
Structure-preserving tangential interpolation for model reduction of port-Hamiltonian systems. Autom. 48 (9) (2012)
Garret M. Flagg, Christopher A. Beattie, Serkan Gugercin
Convergence of the Iterative Rational Krylov Algorithm. Syst. Control. Lett. 61 (6) (2012)
Garret M. Flagg, Serkan Gugercin
On the ADI method for the Sylvester Equation and the optimal-$\mathcal{H}_2$ points CoRR (2012)
Jeff Borggaard, Eugene M. Cliff, Serkan Gugercin
Model reduction for indoor-air behavior in control design for energy-efficient buildings. ACC (2012)
Kapil Ahuja, Eric de Sturler, Serkan Gugercin, Eun R. Chang
Recycling BiCG with an Application to Model Reduction. SIAM J. Sci. Comput. 34 (4) (2012)
Branimir Anic, Christopher A. Beattie, Serkan Gugercin, Athanasios C. Antoulas
Interpolatory Weighted-H2 Model Reduction CoRR (2012)
Ulrike Baur, Christopher A. Beattie, Peter Benner, Serkan Gugercin
Interpolatory Projection Methods for Parameterized Model Reduction. SIAM J. Sci. Comput. 33 (5) (2011)
Christopher A. Beattie, Zlatko Drmac, Serkan Gugercin
A note on shifted Hessenberg systems and frequency response computation. ACM Trans. Math. Softw. 38 (2) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Serkan Gugercin