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math.NA2023
Clustering based Multiple Anchors High-Dimensional Model Representation
Meixin Xiong, Liuhong Chen, Ju Ming +2
In this work, a cut high-dimensional model representation (cut-HDMR) expansion based on multiple anchors is constructed via the clustering method. Specifically, a set of random inp…
math.NA2022★ 1 cited
Pre-classification based stochastic reduced-order model for time-dependent complex system
Meixin Xiong, Liuhong Chen, Ju Ming +1
We propose a novel stochastic reduced-order model (SROM) for complex systems by combining clustering and classification strategies. Specifically, the distance and centroid of centr…