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* Stefan Volkwein "<span class="plainlinks">[http://www.math.uni-konstanz.de/numerik/personen/volkwein/teaching/POD-Vorlesung.pdf Model Reduction Using Proper Orthogonal Decomposition]</span>", 2011. | * Stefan Volkwein "<span class="plainlinks">[http://www.math.uni-konstanz.de/numerik/personen/volkwein/teaching/POD-Vorlesung.pdf Model Reduction Using Proper Orthogonal Decomposition]</span>", 2011. | ||
* Peter Benner "<span class="plainlinks">[http://g2s3.cs.ucdavis.edu/lecturers/Benner/Benner-lectures-online.pdf Matrix Equations and Model Reduction]</span>", 2013. (video | * Peter Benner "<span class="plainlinks">[http://g2s3.cs.ucdavis.edu/lecturers/Benner/Benner-lectures-online.pdf Matrix Equations and Model Reduction]</span>", 2013. (video: [http://youtu.be/qyIsF17Wf0k Part 1], [http://youtu.be/XTkMEdn-HYY Part 2], [http://youtu.be/x3lU68L_E1E Part 3], [http://youtu.be/M3KgWHQar8I Part 4], [http://youtu.be/7DGLGT_jReU Part 5]) | ||
* Volker Mehrmann "<span class="plainlinks">[http://www.cs.cas.cz/more2015/download/mehrmann.pdf Model Reduction: Analysis, Numerical Solution and Real World Applications]</span>", 2015. (video | * Volker Mehrmann "<span class="plainlinks">[http://www.cs.cas.cz/more2015/download/mehrmann.pdf Model Reduction: Analysis, Numerical Solution and Real World Applications]</span>", 2015. (video: [http://slideslive.com/38894556/model-reduction-a-survey Model Reduction, a Survey], [http://slideslive.com/38894557/preservation-of-physical-properties-in-model-reduction-methods Preservation of Physical Properties in Model Reduction Methods], [http://slideslive.com/38894558/model-reduction-in-real-world-and-industrial-applications Model Reduction in Real World and Industrial Applications ]) | ||
* Nathan Kutz "<span class="plainlinks">[https://youtu.be/YtFuVwrZxC4 ROM introduction]</span>", "<span class="plainlinks">[https://youtu.be/YX24Jgd90uY POD introduction 1]</span>", "<span class="plainlinks">[https://youtu.be/X5GhhjpX0ao POD introduction 2]</span>", "<span class="plainlinks">[https://youtu.be/sK0cUVD7mxw POD introduction 3]</span>", 2016. | * Nathan Kutz "<span class="plainlinks">[https://youtu.be/YtFuVwrZxC4 ROM introduction]</span>", "<span class="plainlinks">[https://youtu.be/YX24Jgd90uY POD introduction 1]</span>", "<span class="plainlinks">[https://youtu.be/X5GhhjpX0ao POD introduction 2]</span>", "<span class="plainlinks">[https://youtu.be/sK0cUVD7mxw POD introduction 3]</span>", 2016. | ||
* Kevin Carlberg "Reduced Order Modelling" (video: [http://youtu.be/KOHxCIx04Dg part 1],[http://youtu.be/MKL_AGo6Ktk part 2], [http://youtu.be/9zASWKu002U part 3], [http://youtu.be/j38c4hqsEI0 part 4], [http://youtu.be/wcH1BMRDOJY part 5]), 2016. | |||
==News== | ==News== | ||
* Max Gunzburger and Karen Willcox "<span class="plainlinks">[https://siam.org/news/news.php?id=119 Reduced-Order Models of Large-Scale Computational Systems]</span>", 2005. | * Max Gunzburger and Karen Willcox "<span class="plainlinks">[https://siam.org/news/news.php?id=119 Reduced-Order Models of Large-Scale Computational Systems]</span>", 2005. | ||
Revision as of 08:19, 29 August 2017
Books
- P. Benner, V. L. Mehrmann, D. C. Sorensen. "Dimension Reduction of Large-scale Systems". Springer, 2005. ISBN 9783540279099
- W. H. Schilders, H. A. van der Vorst, J. Rommes. "Model Order Reduction: Theory, Research Aspects and Applications". Springer - Mathematics in Industry Vol. 13, 2008. ISBN 9783540788416
- A. C. Athanasios. "Approximation of large-scale dynamical systems". SIAM - Advances in Design and Control Vol. 6, 2009. ISBN 9780898715293
- G. Obinata, B. D. O. Anderson. "Model Reduction for Control System Design". Springer - Communications and Control Engineering, 2012. ISBN 9781447102830
- P. Benner, M. Hinze, E. J. W. ter Maten. "Model Reduction for Circuit Simulation". Springer - Lecture Notes in Electrical Engineering Vol. 74, 2011. ISBN 9789400700895
- A. Quarteroni, G. Rozza. "Reduced Order Methods for Modeling and Computational Reduction". Springer - Modeling, Simulation \& Application Vol. 9, 2014. ISBN 9783319020907
- J. S. Hesthaven, G. Rozza, B. Stamm. "Certified Reduced Basis Methods for Parametrized Partial Differential Equations". Springer - Briefs in Mathematics, 2015. ISBN 9783319224701
- A. Quarteroni, A. Manzoni, F. Negri. "Reduced Basis Methods for Partial Differential Equations: An Introduction". Springer - La Mathematica Per Il 3+2, 2015. ISBN 9783319154312
- P. Benner, M. Ohlberger, A. Cohen and K. Willcox (Editors). "Model Reduction and Approximation: Theory and Algorithms". SIAM - Computational Science & Engineering, 2017. ISBN 9781611974812
Lectures
- Cleve Moler. "Eigenvalues and Singular Values". Chapter 10, Numerical Computing with MATLAB.
- Sanjay Lall "Robust Control Analysis and Synthesis", 2001.
- 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: Part 1, Part 2, Part 3, Part 4, Part 5)
- Volker Mehrmann "Model Reduction: Analysis, Numerical Solution and Real World Applications", 2015. (video: Model Reduction, a Survey, Preservation of Physical Properties in Model Reduction Methods, Model Reduction in Real World and Industrial Applications )
- Nathan Kutz "ROM introduction", "POD introduction 1", "POD introduction 2", "POD introduction 3", 2016.
News
- Max Gunzburger and Karen Willcox "Reduced-Order Models of Large-Scale Computational Systems", 2005.