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Keywords: high dimensionality
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Journal Articles
Journal:
Journal of Turbomachinery
Publisher: ASME
Article Type: Research Papers
J. Turbomach. April 2025, 147(4): 041016.
Paper No: TURBO-24-1072
Published Online: December 17, 2024
... 11 2024 17 12 2024 film hole imperfection uncertainty quantification high dimensionality dimensionality reduction heat transfer and film cooling National Natural Science Foundation of China 10.13039/501100001809 51936008 Gas turbines have been proven...
Journal Articles
Journal:
Journal of Turbomachinery
Publisher: ASME
Article Type: Research Papers
J. Turbomach. November 2023, 145(11): 111009.
Paper No: TURBO-23-1153
Published Online: October 4, 2023
... turbines. One representative example is given by the airfoil shape modified by fouling deposition, as in turbine nozzle vanes, which generates high-dimensional input uncertainties. However, the traditional UQ approaches suffer from the curse of dimensionality phenomenon in predicting the influence of high...
