A survey of projection-based model reduction methods for parametric dynamical systems

P Benner, S Gugercin, K Willcox - SIAM review, 2015 - SIAM
Numerical simulation of large-scale dynamical systems plays a fundamental role in studying
a wide range of complex physical phenomena; however, the inherent large-scale nature of …

Numerical solution of large and sparse continuous time algebraic matrix Riccati and Lyapunov equations: a state of the art survey

P Benner, J Saak - GAMM‐Mitteilungen, 2013 - Wiley Online Library
Efficient numerical algorithms for the solution of large and sparse matrix Riccati and
Lyapunov equations based on the low rank alternating directions implicit (ADI) iteration have …

Computational methods for linear matrix equations

V Simoncini - siam REVIEW, 2016 - SIAM
Given the square matrices A,B,D,E and the matrix C of conforming dimensions, we consider
the linear matrix equation A\mathbfXE+D\mathbfXB=C in the unknown matrix \mathbfX. Our …

Two-sided projection methods for nonlinear model order reduction

P Benner, T Breiten - SIAM Journal on Scientific Computing, 2015 - SIAM
In this paper, we investigate a recently introduced approach for nonlinear model order
reduction based on generalized moment matching. Using basic tensor calculus, we propose …

[BOOK][B] Model order reduction for differential-algebraic equations: a survey

P Benner, T Stykel - 2017 - Springer
In this paper, we discuss the model order reduction problem for descriptor systems, that is,
systems with dynamics described by differential-algebraic equations. We focus on linear …

Closed-form solution of non-symmetric algebraic Riccati matrix equation

A Shirilord, M Dehghan - Applied Mathematics Letters, 2022 - Elsevier
In this work we obtain closed-form expression for the solution of non-symmetric algebraic
Riccati equation (NARE), A X+ X B+ XCX= D, A, B, C, D∈ ℂ n× n, under some conditions on …

[PDF][PDF] Self-generating and efficient shift parameters in ADI methods for large Lyapunov and Sylvester equations

P Benner, P Kürschner, J Saak - Electronic Transactions on Numerical …, 2014 - emis.de
Low-rank versions of the alternating direction implicit (ADI) iteration are popular and well
established methods for the numerical solution of large-scale Sylvester and Lyapunov …

Riccati-based boundary feedback stabilization of incompressible Navier--Stokes flows

E Bänsch, P Benner, J Saak, HK Weichelt - SIAM Journal on Scientific …, 2015 - SIAM
In this article a boundary feedback stabilization approach for incompressible Navier--Stokes
flows is studied. One of the main difficulties encountered is the fact that after space …

An improved numerical method for balanced truncation for symmetric second-order systems

P Benner, P Kürschner, J Saak - Mathematical and Computer …, 2013 - Taylor & Francis
We consider balanced truncation model order reduction for symmetric second-order
systems. The occurring large-scale generalized and structured Lyapunov equations are …

[HTML][HTML] On the benefits of the LDLT factorization for large-scale differential matrix equation solvers

N Lang, H Mena, J Saak - Linear Algebra and its Applications, 2015 - Elsevier
We propose efficient algorithms for solving large-scale matrix differential equations. In
particular, we deal with the differential Riccati equations (DRE) and state the applicability to …