... 51936008 film hole imperfection uncertainty quantification high dimensionality dimensionality reduction heat transfer and film cooling A double-coolant-temperature model proposed by Bai et al. [ 27 – 30 ] is carried out to evaluate the cooling performance accurately. For each configuration...

... 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...