Combination of polynomial chaos and Kriging for reduced-order model of reacting flow applications

The combination of Proper Orthogonal Decomposition (POD) with Kriging has been shown to be a reliable choice for the development of Reduced-Order Models (ROMs) for the prediction of combustion data at unexplored operating conditions. In this study, POD is combined with Polynomial Chaos Expansion (PC...

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Bibliographic Details
Main Authors: Gianmarco Aversano, Giuseppe D’Alessio, Axel Coussement, Francesco Contino, Alessandro Parente
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Results in Engineering
Subjects:
PCA
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123021000244