Head of the Group

Prof. Dr. Peter Benner
Prof. Dr. Peter Benner
Phone: +49 391 6110 450
Fax: +49 391 6110 453

Contact Person

Diana Noatsch-Liebke
Phone: +49 391 6110 450
Fax: +49 391 6110 526
Janine Holzmann
Phone: +49 391 6110 416
Fax: +49 391 6110 637

Group Page

Publications

Publications CSC group

Journal Article (36)

  1. 2015
    Ahuja, K.; Benner, P.; de Sturler, E.; Feng, L.: Recycling BiCGSTAB with an Application to Parametric Model Order Reduction. SIAM Journal on Scientific Computing 37 (5), pp. S429 - S446 (2015)
  2. Altmann, R.; Heiland, J.: Finite Element Decomposition and Minimal Extension for Flow Equations. ESAIM: Mathematical Modelling and Numerical Analysis 49 (5), pp. 1489 - 1509 (2015)
  3. Benner, P.; Remón, A.; Dufrechou, E.; Ezzatti, P.; Quintana-Ortí, E. S.: Extending Lyapack for the Solution of Band Lyapunov Equations on Hybrid CPU-GPU Platforms. The Journal of Supercomputing 71 (2), pp. 740 - 750 (2015)
  4. Benner, P.; Grundel, S.: Model Order Reduction for a Family of Linear Systems with Application in Parametric and Uncertain Systems. Applied Mathematics Letters 39, pp. 1 - 6 (2015)
  5. Benner, P.; Breiten, T.: Two-Sided Projection Methods for Nonlinear Model Order Reduction. SIAM Journal on Scientific Computing 37 (2), pp. B239 - B260 (2015)
  6. Benner, P.; Novaković, V.; Plaza, A.; Quintana-Ortí, E. S.; Remón, A.: Fast and Reliable Noise Estimation for Hyperspectral Subspace Identification. IEEE Geoscience and Remote Sensing Letters 12 (6), pp. 1199 - 1203 (2015)
  7. Benner, P.; Grundel, S.; Hornung, N.: Parametric Model Order Reduction with a Small H2-Error Using Radial Basis Functions. Advances in Computational Mathematics 41 (5), pp. 1231 - 1253 (2015)
  8. Benner, P.; Feng, L.: Model Order Reduction for Coupled Problems: Survey. Applied and Computational Mathematics: An International Journal 14 (1), pp. 3 - 22 (2015)
  9. Benner, P.; Schneider, J.: Uncertainty Quantification for Maxwell's Equations Using Stochastic Collocation and Model Order Reduction. International Journal for Uncertainty Quantification 5 (3), pp. 195 - 208 (2015)
  10. Benner, P.; Redmann, M.: Model Reduction for Stochastic Systems. Stochastic Partial Differential Equations: Analysis and Computations 3 (3), pp. 291 - 338 (2015)
  11. Benner, P.; Gugercin, S.; Willcox, K.: A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems. SIAM Review 57 (4), pp. 483 - 531 (2015)
  12. Benner, P.; Dufrechou, E.; Ezzatti, P.; Quintana-Ortí, E. S.; Remón, A.: Unleashing GPU Acceleration for Symmetric Band Linear Algebra Kernels and Model Reduction. Cluster Computing 18 (4), pp. 1351 - 1362 (2015)
  13. Benner, P.; Heiland, J.: Time-dependent Dirichlet Conditions in Finite Element Discretizations. ScienceOpen Research, pp. 1 - 18 (2015)
  14. Benner, P.; Mena, H.; Schneider, R.: Drogen, Herbizide und numerische Simulation. Mitteilungen der DMV 23 (4), pp. 222 - 225 (2015)
  15. Benner, P.; Onwunta, A.; Stoll, M.: Low-Rank Solution of Unsteady Diffusion Equations with Stochastic Coefficients. SIAM/ASA Journal on Uncertainty Quantification 3 (1), pp. 622 - 649 (2015)
  16. Biermann, H.; Grundel, S.; Zorin, D.: Smoothness of Subdivision Surfaces with Boundary. Constructive Approximation 42 (1), pp. 1 - 29 (2015)
  17. Bruns, A.; Benner, P.: Parametric Model Order Reduction of Thermal Models Using the Bilinear Interpolatory Rational Krylov Algorithm. Mathematical and Computer Modelling of Dynamical Systems 21 (2), pp. 103 - 129 (2015)
  18. Bujanović, Z.; Drmač, Z.: A new framework for implicit restarting of the Krylov–Schur algorithm. Numerical Linear Algebra with Applications 22 (2), pp. 220 - 232 (2015)
  19. Bänsch, E.; Benner, P.; Saak, J.; Weichelt, H. K.: Riccati-Based Boundary Feedback Stabilization of Incompressible Navier-Stokes Flow. SIAM Journal on Scientific Computing 37 (2), pp. A832 - A858 (2015)
  20. De Luca, G.; Antonini, G.; Benner, P.: Parallel Model Order Reduction of Sparse Electromagnetic/Circuit Models. Applied Computational Electromagnetics Society Journal 30 (1), pp. S1 - 21 (2015)
  21. Feng, L.; Korvink, J. G.; Benner, P.: A Fully Adaptive Scheme for Model Order Reduction Based on Moment-Matching. IEEE Transactions on Components, Packaging, and Manufacturing Technology 5 (12), pp. 1872 - 1884 (2015)
  22. Freitag, M. A.; Kürschner, P.: Tuned preconditioners for inexact two-sided inverse and Rayleigh quotient iteration. Numerical Linear Algebra with Applications 22 (1), pp. 175 - 196 (2015)
  23. Hess, M. W.; Grundel, S.; Benner, P.: Estimating the Inf-Sup Constant in Reduced Basis Methods for Time-Harmonic Maxwell's Equations. IEEE Transactions on Microwave Theory and Techniques 63 (11), pp. 3549 - 3557 (2015)
  24. Hossain, M.-S.; Uddin, M. M.: Reduce Order Modelling of Power System Models Using Interpolatory Projections Technique. International Journal of Modeling and Optimization 5 (3), pp. 228 - 233 (2015)
  25. Khoromskaia, V.; Khoromskij, B. N.: Tensor numerical methods in quantum chemistry: from Hartree–Fock to excitation energies. Physical Chemistry Chemical Physics 17 (47), pp. 31491 - 31509 (2015)
  26. Lang, N.; Saak, J.; Benner, P.; Ihlenfeldt, S.; Nestmann, S.; Schädlich, K.: Towards the Identification of Heat Induction in Chip Removing Processes via an Optimal Control Approach. Production Engineering: Development & Research 9 (3), pp. 343 - 349 (2015)
  27. Lang, N.; Mena, H.; Saak, J.: On the benefits of the LDLT factorization for large-scale differential matrix equation solvers. Linear Algebra and its Applications 480, pp. 44 - 71 (2015)
  28. Liang, X.; Li, R.-C.: The Hyperbolic Quadratic Eigenvalue Problem. Forum of Mathematics, Sigma 3, e13 (2015)
  29. Lyra, M.; Onwunta, A.; Winker, P.: Threshold accepting for credit risk assessment and validation. Journal of Banking Regulation 16 (2), pp. 130 - 145 (2015)
  30. Mangold, M.; Feng, L.; Khlopov, D.; Palis, S.; Benner, P.; Binev, D.; Seidel-Morgenstern, A.: Nonlinear model reduction of a continuous fluidized bed crystallizer. Journal of Computational and Applied Mathematics 289, pp. 253 - 266 (2015)
  31. Saak, J.; Remón, A.: Interview: "Energiesparende Algorithmen?: Hochleistungsrechner auf dem Prüfstand". Laborpraxis (39), pp. 16 - 17 (2015)
  32. Yücel, H.; Benner, P.: Adaptive Discontinuous Galerkin Methods for State Constrained Optimal Control Problems Governed by Convection Diffusion Equations. Computational Optimization and Applications 62 (1), pp. 291 - 321 (2015)
  33. Yücel, H.; Stoll, M.; Benner, P.: A Discontinuous Galerkin Method for Optimal Control Problems Governed by a System of Convection-Diffusion PDEs with Nonlinear Reaction Terms. Computers and Mathematics with Applications 70 (10), pp. 2414 - 2431 (2015)
  34. Zhang, Y.; Feng, L.; Li, S.; Benner, P.: Accelerating PDE Constrained Optimization by the Reduced Basis Method: Application to Batch Chromatography. International Journal for Numerical Methods in Engineering 104 (11), pp. 983 - 1007 (2015)
  35. Zhang, Y.; Feng, L.; Li, S.; Benner, P.: An Efficient Output Error Estimation for Model Order Reduction of Parametrized Evolution Equations. SIAM Journal on Scientific Computing 37 (6), pp. B910 - B936 (2015)
  36. Zuyev, A.; Sawodny, O.: Modelling and control of a shell structure based on a finite dimensional variational formulation. Mathematical and Computer Modelling of Dynamical Systems: Methods, Tools and Applications in Engineering and Related Sciences 21 (6), pp. 591 - 612 (2015)

Book (1)

  1. Benner, P.; Bollhöfer, M.; Kressner, D.; Mehl, C.; Stykel, T. (Eds.): Numerical Algebra, Matrix Theory, Differential-Algebraic Equations and Control Theory. Springer International Publishing, Cham (2015), 608 pp.

Book Chapter (10)

  1. Baumann, M.; Heiland, J.; Schmidt, M.: Discrete Input/Output Maps and their Relation to Proper Orthogonal Decomposition. In: Numerical Algebra, Matrix Theory, Differential-Algebraic Equations and Control Theory, pp. 585 - 608 (Eds. Benner, P.; Bollhöfer, M.; Kressner, D.; Mehl, C.; Stykel, T.). Springer International Publishing, Cham (2015)
  2. Benner, P.; Heiland, J.: LQG-Balanced Truncation Low-Order Controller for Stabilization of Laminar Flows. In: Active Flow and Combustion Control 2014, pp. 365 - 379 (Ed. King, R.). Springer International Publishing, Cham (2015)
  3. Benner, P.; Faßbender, H.: Model Order Reduction: Techniques and Tools. In: Encyclopedia of Systems and Control, pp. 722 - 729 (Eds. Baillieul, J.; Samad, T.). Springer, London (2015)
  4. Benner, P.: Model Reduction. In: Princeton Companion to Applied Mathematics, Part II.26 Ed., pp. 117 - 119 (Ed. Higham, N. J.). Princeton University Press, Princeton (2015)
  5. Benner, P.; Feng, L.; Li, S.; Zhang, Y.: Reduced-Order Modeling and ROM-Based Optimization of Batch Chromatography. In: Numerical Mathematics and Advanced Applications - ENUMATH 2013, pp. 427 - 435 (Eds. Abdulle, A.; Deparis, S.; Kressner, D.; Nobile, F.; Picasso, M.). Springer International Publishing, Cham (2015)
  6. Benner, P.; Breiten, T.; Feng, L.: Matrix Equations and Model Reduction. In: Matrix Functions and Matrix Equations, pp. 50 - 75 (Eds. Bai, Z.; Gao, W.; Su, Y.). World Scientific, New Jersey (2015)
  7. Benner, P.: Theory and Numerical Solution of Differential and Algebraic Riccati Equations. In: Numerical Algebra, Matrix Theory, Differential-Algebraic Equations and Control Theory, pp. 67 - 105 (Eds. Benner, P.; Bollhöfer, M.; Kressner, D.; Mehl, C.; Stykel, T.). Springer International Publishing, Cham (2015)
  8. Benner, P.; Losse, P.; Mehrmann, V.; Voigt, M.: Numerical Linear Algebra Methods for Linear Differential-Algebraic Equations. In: Surveys in Differential-Algebraic Equations III, pp. 117 - 175 (Eds. Ilchmann, A.; Reis, T.). Springer, Cham, Switzerland (2015)
  9. Dufrechou, E.; Ezzatti, P.; Quintana-Ortí, E. S.; Remón, A.: Solving Linear Systems on the Intel Xeon-Phi Accelerator via the Gauss-Huard Algorithm. In: High Performance Computing, pp. 107 - 117 (Eds. Osthoff, C.; Navaux, P. O. A.; Barrios Hernandez, C. J.; Silva Dias, P. L.). Springer, Cham (2015)
  10. Yücel, H.; Benner, P.: Distributed Optimal Control Problems Governed by Coupled Convection Dominated PDEs with Control Constraints. In: Numerical Mathematics and Advanced Applications - ENUMATH 2013, pp. 469 - 478 (Eds. Abdulle, A.; Deparis, S.; Kressner, D.; Nobile, F.; Picasso, M.). Springer International Publishing, Cham (2015)

Conference Paper (12)

  1. Ahmad, M. I.; Benner, P.; Feng, L.: A New Interpolatory Model Reduction Approach for Quadratic Bilinear Descriptor Systems. 86th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Lecce, Italy, March 23, 2015 - March 27, 2015. Proceedings in Applied Mathematics and Mechanics 15 (1), pp. 589 - 590 (2015)
  2. Benner, P.; Denißen, J.: Ehrlich-Aberth Iteration For Vibrational Systems. In: Proceedings of ICoEV 2015, pp. 1540 - 1548 (Eds. Boltezar, M.; Slavic, J.; Wiercigroch, M.). International Conference on Engineering Vibration 2015, Ljubljana, Slovenia, September 07, 2015 - July 10, 2015. (2015)
  3. Eaton, J.; Grundel, S.; Gürbüzbalaban, M.; Overton, M. L.: Polynomial Stabilization with Bounds on the Controller Coefficients. 8th IFAC Symposium on Robust Control Design - ROCOND 2015, Bratislava, Slovakia, July 08, 2015 - July 11, 2015. IFAC-PapersOnLine 48 (14), pp. 382 - 387 (2015)
 
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