Clustered active-subspace based local Gaussian Process emulator for high-dimensional and complex computer models

Junda Xiong, Xin Cai, Jinglai Li

Quantifying uncertainties in physical or engineering systems often requires a large number of simulations of the underlying computer models that are computationally intensive. Emul…