Books
- Peter Benner, V. L. Mehrmann, Danny C. Sorensen. "Dimension Reduction of Large-scale Systems". Springer, 2005. ISBN 9783540279099
- Antoulas, Athanasios C. "Approximation of large-scale dynamical systems". Vol. 6. Society for Industrial and Applied Mathematics, 2009. ISBN 9780898715293
Lectures
- Cleve Moler. "Eigenvalues and Singular Values". Chapter 10, Numerical Computing with MATLAB.
- Henrik Sandberg "Applications: Controller and Nonlinear Model Order Reduction", 2008.
- Stefan Volkwein "Model Reduction Using Proper Orthogonal Decomposition", 2011.
- Peter Benner "Matrix Equations and Model Reduction", 2013. (video recording: Part 1, Part 2, Part 3, Part 4, Part 5)
- Volker Mehrmann "Model Reduction: Analysis, Numerical Solution and Real World Applications", 2015. (video recording: Model Reduction, a Survey, Preservation of Physical Properties in Model Reduction Methods, Model Reduction in Real World and Industrial Applications )
News
- Max Gunzburger and Karen Willcox "Reduced-Order Models of Large-Scale Computational Systems", 2005.