Multi-Fidelity Sparse Polynomial Chaos and Kriging Surrogate Models Applied to Analytical Benchmark Problems
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DOI: 10.3390/a15030101
Abstract: In this article, multi-fidelity kriging and sparse polynomial chaos expansion (SPCE) surrogate models are constructed. In addition, a novel combination of the two surrogate approaches into a multi-fidelity SPCE-Kriging model will be presented. Accurate surrogate… read more here.
Keywords: analytical benchmark; polynomial chaos; sparse polynomial; surrogate models ... See more keywords