Gradient-Based Sensitivity Analysis with Kernels
Emulation of computer experiments via surrogate models can be difficult when the number of input parameters determining the simulation grows any greater than a few dozen. In this dissertation, we explore dimension reduction in the context of computer experiments. The active subspace method is a line...
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Virginia Tech
2021
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| Online Access: | http://hdl.handle.net/10919/104683 |