scholarly journals A Surrogate Modelling Approach Based on Nonlinear Dimension Reduction for Uncertainty Quantification in Groundwater Flow Models

2018 ◽  
Vol 126 (1) ◽  
pp. 39-77 ◽  
Author(s):  
C. Gadd ◽  
W. Xing ◽  
M. Mousavi Nezhad ◽  
A. A. Shah
Keyword(s):  
Groundwater Flow ◽  
Dimension Reduction ◽  
Uncertainty Quantification ◽  
Surrogate Modelling ◽  
Flow Models ◽  
Nonlinear Dimension Reduction ◽  
Nonlinear Dimension ◽  
Modelling Approach

Neural Network for Nonlinear Dimension Reduction Through Manifold Recovery

2019 ◽  
Author(s):  
Jessica Bader ◽  
Declan Nelson ◽  
Thalia Chai-Zhang ◽  
Walter Gerych ◽  
Elke Rundensteiner
Keyword(s):  
Neural Network ◽  
Dimension Reduction ◽  
Nonlinear Dimension Reduction ◽  
Nonlinear Dimension
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