scholarly journals Galerkin v. least-squares Petrov–Galerkin projection in nonlinear model reduction

2017 ◽  
Vol 330 ◽  
pp. 693-734 ◽  
Author(s):  
Kevin Carlberg ◽  
Matthew Barone ◽  
Harbir Antil
Keyword(s):  
Least Squares ◽  
Model Reduction ◽  
Nonlinear Model ◽  
Galerkin Projection ◽  
Nonlinear Model Reduction

scholarly journals Nonlinear Model Reduction Based on the Mori-Zwanzig Scheme and Partial Least Squares

2021 ◽  
Vol 42 (6) ◽  
pp. 551-561
Author(s):  
LAI Xuefang ◽  
◽  
◽  
WANG Xiaolong ◽  
NIE Yufeng
Keyword(s):  
Least Squares ◽  
Model Reduction ◽  
Partial Least Squares ◽  
Nonlinear Model ◽  
Nonlinear Model Reduction

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

Model Reduction for Steady Hypersonic Aerodynamics via Conservative Manifold Least-Squares Petrov–Galerkin Projection

AIAA Journal ◽  
2021 ◽  
pp. 1-17
Author(s):  
Patrick J. Blonigan ◽  
Francesco Rizzi ◽  
Micah Howard ◽  
Jeffrey A. Fike ◽  
Kevin T. Carlberg
Keyword(s):  
Least Squares ◽  
Model Reduction ◽  
Galerkin Projection ◽  
Hypersonic Aerodynamics
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