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Keywords: polynomial chaos expansion
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. October 2025, 147(5): 052004.
Paper No: OMAE-24-1163
Published Online: February 14, 2025
... characteristics of OWTs from the structural geometrical, material properties, environmental, and soil uncertainties by conducting SA. Primarily, an improved method integrating the polynomial chaos expansion (PCE) strategy with the traditional Morris screening method was proposed to accelerate the SA process...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. June 2024, 146(3): 031702.
Paper No: OMAE-23-1063
Published Online: December 11, 2023
... of the system model output with respect to the uncertainties residing in the input parameters by operating on a surrogate model representation. In this respect, the global sensitivity analysis was effectively carried out by deploying an efficient nonintrusive polynomial chaos expansion surrogate model built...