Randomized low‐rank approximation methods for projection‐based model order reduction of large nonlinear dynamical problems

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.6009 ◽

2019 ◽

Vol 118 (4) ◽

pp. 209-241 ◽

Author(s):

C. Bach ◽

D. Ceglia ◽

L. Song ◽

F. Duddeck

Keyword(s):

Model Order Reduction ◽

Order Reduction ◽

Low Rank ◽

Approximation Methods ◽

Low Rank Approximation ◽

Model Order ◽

Nonlinear Dynamical ◽

Rank Approximation

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Fixed‐precision randomized low‐rank approximation methods for nonlinear model order reduction of large systems

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.6068 ◽

2019 ◽

Vol 119 (8) ◽

pp. 687-711 ◽

Author(s):

C. Bach ◽

F. Duddeck ◽

L. Song

Keyword(s):

Nonlinear Model ◽

Model Order Reduction ◽

Order Reduction ◽

Low Rank ◽

Approximation Methods ◽

Low Rank Approximation ◽

Model Order ◽

Rank Approximation ◽

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A Model-Order Reduction Technique for Low Rank Rational Perturbations of Linear Eigenproblems

Applied Parallel Computing. State of the Art in Scientific Computing - Lecture Notes in Computer Science ◽

10.1007/11558958_35 ◽

2006 ◽

pp. 296-304

Author(s):

Frank Blömeling ◽

Heinrich Voss

Keyword(s):

Model Order Reduction ◽

Order Reduction ◽

Reduction Technique ◽

Low Rank ◽

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Chapter 4: Low-Rank Methods for High-Dimensional Approximation and Model Order Reduction

Model Reduction and Approximation ◽

10.1137/1.9781611974829.ch4 ◽

2017 ◽

pp. 171-226 ◽

Author(s):

Anthony Nouy

Keyword(s):

Model Order Reduction ◽

Order Reduction ◽

Low Rank ◽

High Dimensional ◽

Model Order ◽

Dimensional Approximation

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Parameterized model order reduction of nonlinear dynamical systems

ICCAD-2005. IEEE/ACM International Conference on Computer-Aided Design, 2005. ◽

10.1109/iccad.2005.1560117 ◽

2005 ◽

Author(s):

B. Bond ◽

L. Daniel

Keyword(s):

Dynamical Systems ◽

Model Order Reduction ◽

Nonlinear Dynamical Systems ◽

Order Reduction ◽

Model Order ◽

Nonlinear Dynamical ◽

Parameterized Model ◽

Parameterized Model Order Reduction

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Model Order Reduction of Nonlinear Dynamical Systems

Progress in Industrial Mathematics at ECMI 2004 - Mathematics in Industry ◽

10.1007/3-540-28073-1_11 ◽

2006 ◽

pp. 114-118

Author(s):

C. Brennan ◽

M. Condon ◽

R. Ivanov

Keyword(s):

Dynamical Systems ◽

Model Order Reduction ◽

Nonlinear Dynamical Systems ◽

Order Reduction ◽

Model Order ◽

Nonlinear Dynamical

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Efficient Hotspot Thermal Simulation Via Low-Rank Model Order Reduction

2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) ◽

10.1109/smacd.2018.8434858 ◽

2018 ◽

Author(s):

George Floros ◽

Nestor Evmorfopoulos ◽

George Stamoulis

Keyword(s):

Model Order Reduction ◽

Order Reduction ◽

Thermal Simulation ◽

Low Rank ◽

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Model Order and Terminal Reduction Approaches via Matrix Decomposition and Low Rank Approximation

Scientific Computing in Electrical Engineering SCEE 2008 - Mathematics in Industry ◽

10.1007/978-3-642-12294-1_64 ◽

2010 ◽

pp. 523-530 ◽

Author(s):

Peter Benner ◽

André Schneider

Keyword(s):

Matrix Decomposition ◽

Low Rank ◽

Low Rank Approximation ◽

Model Order ◽

Rank Approximation

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Nonlinear model order reduction with low rank tensor approximation

Asian Journal of Control ◽

10.1002/asjc.2263 ◽

2020 ◽

Author(s):

Junman Yang ◽

Yao‐Lin Jiang ◽

Kang‐Li Xu

Keyword(s):

Nonlinear Model ◽

Model Order Reduction ◽

Order Reduction ◽

Low Rank ◽

Model Order ◽

Rank Tensor ◽

Tensor Approximation

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An adaptive model order reduction by proper snapshot selection for nonlinear dynamical problems

Computational Mechanics ◽

10.1007/s00466-015-1238-y ◽

2016 ◽

Vol 57 (4) ◽

pp. 537-554 ◽

Author(s):

P. S. B. Nigro ◽

M. Anndif ◽

Y. Teixeira ◽

P. M. Pimenta ◽

P. Wriggers

Keyword(s):

Model Order Reduction ◽

Order Reduction ◽

Adaptive Model ◽

Model Order ◽

Nonlinear Dynamical ◽

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Parametric model order reduction without a priori sampling for low rank changes in vibro-acoustic systems

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2019.05.035 ◽

2019 ◽

Vol 130 ◽

pp. 597-609 ◽

Author(s):

S. van Ophem ◽

E. Deckers ◽

W. Desmet

Keyword(s):

Model Order Reduction ◽

A Priori ◽

Order Reduction ◽

Parametric Model ◽

Low Rank ◽

Model Order ◽

Parametric Model Order Reduction

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