scholarly journals Gradient-Free Construction of Active Subspaces for Dimension Reduction

2019 ◽  
Author(s):  
Brian J. Williams ◽  
Kayla Coleman ◽  
Ralph C. Smith ◽  
Max D. Morris
Keyword(s):  
Dimension Reduction ◽  
Free Construction ◽  
Active Subspaces

scholarly journals Gradient-Free Construction of Active Subspaces for Dimension Reduction in Complex Models with Applications to Neutronics

2019 ◽  
Vol 7 (1) ◽  
pp. 117-142 ◽  
Author(s):  
Kayla D. Coleman ◽  
Allison Lewis ◽  
Ralph C. Smith ◽  
Brian Williams ◽  
Max Morris ◽  
...  
Keyword(s):  
Dimension Reduction ◽  
Free Construction ◽  
Complex Models ◽  
Active Subspaces

scholarly journals Multifidelity Dimension Reduction via Active Subspaces

2020 ◽  
Vol 42 (2) ◽  
pp. A929-A956 ◽  
Author(s):  
Remi R. Lam ◽  
Olivier Zahm ◽  
Youssef M. Marzouk ◽  
Karen E. Willcox
Keyword(s):  
Dimension Reduction ◽  
Active Subspaces

Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model

2015 ◽  
Vol 83 ◽  
pp. 127-138 ◽  
Author(s):  
Jennifer L. Jefferson ◽  
James M. Gilbert ◽  
Paul G. Constantine ◽  
Reed M. Maxwell
Keyword(s):  
Sensitivity Analysis ◽  
Dimension Reduction ◽  
Hydrologic Model ◽  
Active Subspaces ◽  
Integrated Hydrologic Model

scholarly journals Reprint of: Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model

2016 ◽  
Vol 90 ◽  
pp. 78-89 ◽  
Author(s):  
Jennifer L. Jefferson ◽  
James M. Gilbert ◽  
Paul G. Constantine ◽  
Reed M. Maxwell
Keyword(s):  
Sensitivity Analysis ◽  
Dimension Reduction ◽  
Hydrologic Model ◽  
Active Subspaces ◽  
Integrated Hydrologic Model
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