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Tensor train-Karhunen-Loève expansion for continuous-indexed random fields using higher-order cumulant functions
The goals of this work are two-fold: firstly, to propose a new theoretic...
07/15/2019 ∙ by Ling-Ze Bu, et al. ∙
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Second order hierarchical partial least squares regression-polynomial chaos expansion for global sensitivity and reliability analyses of high-dimensional models
To tackle the curse of dimensionality and multicollinearity problems of ...
01/31/2019 ∙ by Wei Zhao, et al. ∙
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