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Gugercin, Serkan

  1. Data-driven modeling of linear dynamical systems with quadratic output in the AAA framework
    2021/02/25 by Ion Victor Gosea, Serkan Gugercin, Gosea, Ion Victor +1 · 4 citations
    Computer Science · Engineering · Physics and Astronomy · #41A20 #93C10 #93D25 #Control Systems and Identification #FOS: Electrical engineering #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering
  2. \mathcal H2-Quasi-Optimal Model Order Reduction for Quadratic-Bilinear Control Systems
    2016/10/11 by Benner, Peter, Goyal, Pawan, Gugercin, Serkan · 2 citations
    #Dynamical Systems (math.DS) #FOS: Mathematics #Numerical Analysis (math.NA)
  3. Data-driven balancing of linear dynamical systems
    2021/04/02 by Ion Victor Gosea, Serkan Gugercin, Gosea, Ion Victor +3 · 3 citations
    Engineering · Mathematics · Physics and Astronomy · #37M99 #41A20 #65D30 #65K99 #93A15 #93B15 #Control Systems and Identification #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations #Systems and Control (eess.SY) #electronic engineering #information engineering
  4. The p-AAA algorithm for data driven modeling of parametric dynamical systems
    2020/03/14 by Rodriguez, Andrea Carracedo, Balicki, Linus, Gugercin, Serkan · 3 citations
    #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering
  5. Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach
    2020/12/29 by Brennan, Michael C., Embree, Mark, Gugercin, Serkan · 2 citations
    #15A18 #65F15 #93B20 #93B30 #93B30 15A18 #FOS: Mathematics #Numerical Analysis (math.NA)
  6. Linear time-periodic dynamical systems: An H2 analysis and a model reduction framework
    2017/06/10 by Magruder, Caleb C., Gugercin, Serkan, Beattie, Christopher A. · 1 citation
    #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering
  7. H2 optimal model reduction of linear systems with multiple quadratic outputs
    2024/05/09 by Sean Reiter, Reiter, Sean, Igor Pontes Duff +5 · 3 citations
    Engineering · Physics and Astronomy · #15A24 #46N10 #49K15 #93A15 #93C10 #93C80 #Advanced Control Systems Optimization #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  8. Structure-preserving Interpolatory Model Reduction for Port-Hamiltonian Differential-Algebraic Systems
    2019/10/13 by Beattie, Chris A., Gugercin, Serkan, Mehrmann, Volker · 1 citation
    #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering
  9. L2-optimal Reduced-order Modeling Using Parameter-separable Forms
    2022/06/06 by Mlinarić, Petar, Gugercin, Serkan · 1 citation
    #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Finance #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #and Science (cs.CE) #electronic engineering #information engineering
  10. Generalizations of data-driven balancing: What to sample for different balancing-based reduced models
    2023/12/19 by Sean Reiter, Reiter, Sean, Ion Victor Gosea +3 · 2 citations
    Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Control Systems and Identification #Fault Detection and Control Systems
  11. Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference
    2021/11/25 by Elizabeth Qian, Qian, Elizabeth, Jemima M. Tabeart +11 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Electrical engineering #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering
  12. Frequency-Based Reduced Models from Purely Time-Domain Data via Data Informativity
    2023/11/08 by Ackermann, Michael S., Gugercin, Serkan · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  13. Scalable Computation of Energy Functions for Nonlinear Balanced Truncation
    2022/09/15 by Kramer, Boris, Gugercin, Serkan, Borggaard, Jeff +1 · 1 citation
    #Dynamical Systems (math.DS) #FOS: Mathematics #Optimization and Control (math.OC)
  14. IRKA is a Riemannian Gradient Descent Method
    2023/11/03 by Mlinarić, Petar, Beattie, Christopher A., Drmač, Zlatko +1 · 1 citation
    #FOS: Electrical engineering #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  15. Damping optimization of parameter dependent mechanical systems by rational interpolation
    2017/07/06 by Tomljanović, Zoran, Beattie, Christopher, Gugercin, Serkan · 1 citation
    #41A05 #49J15 #70Q05 #74P10 #Dynamical Systems (math.DS) #FOS: Mathematics
  16. Empirical sparse regression on quadratic manifolds
    2024/12/12 by Paul Schwerdtner, Schwerdtner, Paul, Serkan Gugercin +3 · 2 citations
    Computer Science · #62H25 #65F20 #65F30 #65F55 #65M22 #68T09 #Dynamical Systems (math.DS) #FOS: Mathematics #Face and Expression Recognition #Numerical Analysis (math.NA)
  17. Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems
    2024/01/18 by Petar Mlinarić, Mlinarić, Petar, Peter Benner +3 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #FOS: Electrical engineering #FOS: Mathematics #Iterative Learning Control Systems #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering