Tensor train-Karhunen-Loève expansion for continuous-indexed random fields using higher-order cumulant functions

Ling-Ze Bu, Wei Zhao, Wei Wang

The goals of this work are two-fold: firstly, to propose a new theoretical framework for representing random fields on a large class of multidimensional geometrical domain in the t…