It utilizes high-dimensional model representation (HDMR) technique in the stochastic space to represent the model output as a finite hierarchical correlated function expansion in terms of the stochastic inputs starting from lower-order to higher-order component functions.
The proposed approach utilizes (i) polynomial correlated function expansion, a novel surrogate modelling technique, to determine the moments and (ii) maximum entropy method to determine an analytical expression for the response probability density function (PDF).
This paper presents a novel approach, referred to as polynomial correlated function expansion (PCFE), for stochastic free vibration analysis of composite laminate.
The force squeezing the drop pair is modelled as a correlated random function of time.
Hinton, DE, Stoner, LC, Burg, M, and Trump, BF. "Heterogeneity in the distal nephron of the salamander (Ambystoma tigrinum): A correlated structure function study of isolated tubule segments". Anatomical Record 204, no. 1 (1982): 21-32.
We suggest that such an approach is necessary when devising classifiers because all members of a correlated network function as a group to relay information regarding a common pathophysiological state [ 24].
Hybrid polynomial correlated function expansion (H-PCFE) is a novel metamodel formulated by coupling polynomial correlated function expansion (PCFE) and Kriging.
This paper presents a novel non-intrusive algorithm, referred to as polynomial correlated function expansion (PCFE), for high-fidelity reliability analysis.
Thus, our results suggest that the weak signs of correlated evolution are not a mysterious emergent property of networks, but rather a consequence of similar absolute expression levels and of correlated function.
The proposed methods couple differential evolution algorithm (DEA) with polynomial correlated function expansion (PCFE).
This paper explores the possibility of using correlated function expansion based metamodelling approach when uncertain system parameters are modeled using Fuzzy variables.
