The GNAT nonlinear model reduction method and its application to fluid dynamics problems

2011 ◽  
Author(s):  
Kevin Carlberg ◽  
David Amsallem ◽  
Phil Avery ◽  
Matthew Zahr ◽  
Charbel Farhat
Keyword(s):  
Fluid Dynamics ◽  
Model Reduction ◽  
Nonlinear Model ◽  
Reduction Method ◽  
Nonlinear Model Reduction ◽  
Dynamics Problems

scholarly journals Empirical differential Gramians for nonlinear model reduction

Automatica ◽  
2021 ◽  
Vol 127 ◽  
pp. 109534
Author(s):  
Yu Kawano ◽  
Jacquelien M.A. Scherpen
Keyword(s):  
Model Reduction ◽  
Nonlinear Model ◽  
Nonlinear Model Reduction

scholarly journals High-order differentiable autoencoder for nonlinear model reduction

2021 ◽  
Vol 40 (4) ◽  
pp. 1-15
Author(s):  
Siyuan Shen ◽  
Yin Yang ◽  
Tianjia Shao ◽  
He Wang ◽  
Chenfanfu Jiang ◽  
...  
Keyword(s):  
Model Reduction ◽  
Nonlinear Model ◽  
High Order ◽  
Nonlinear Model Reduction
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