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Investigation on high-dimensional uncertainty quantification and reliability analysis of aero-engine

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References

2009The Impact of Uncertainty Shocks5,941 cited
2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations4,821 cited
2015POLYNOMIAL-CHAOS-BASED KRIGING398 cited
2019REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis297 cited
2020A new reliability method for small failure probability problems by combining the adaptive importance sampling and surrogate models99 cited
2020Moving extremum surrogate modeling strategy for dynamic reliability estimation of turbine blisk with multi-physics fields97 cited
2021Monte Carlo simulation using support vector machine and kernel density for failure probability estimation67 cited
2020Review of Geometric Uncertainty Quantification in Gas Turbines63 cited
2013Uncertainty Quantification: A Stochastic Method for Heat Transfer Prediction Using LES56 cited
2018A reliability analysis method based on analytical expressions of the first four moments of the surrogate model of the performance function56 cited
2012Uncertainty quantification and film cooling51 cited

Cited by

2024Single-loop cross-entropy-based directional importance sampling for efficient estimation of failure probability function9 cited
2025A rotor tip assembly clearance prediction method considering multi-sources uncertainties9 cited

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