Yicheng Zhou

Mixed kernel function support vector regression for global sensitivity analysis

Kai Cheng, Zhenzhou Lü, Yuhao Wei et al. · Mechanical Systems and Signal Processing · 2017 · 109 citations

Support Vector Machine, Engineering, Data Science +8

An incremental shifting vector approach for reliability-based design optimization

Zhiliang Huang, C. Jiang, Yicheng Zhou et al. · Structural and Multidisciplinary Optimization · 2015 · 77 citations

Reliability, Reliability Engineering, Engineering +9

Active sparse polynomial chaos expansion for system reliability analysis

Yicheng Zhou, Zhenzhou Lü, Wanying Yun · Reliability Engineering & System Safety · 2020 · 68 citations

Reliability Engineering, Engineering, Chaos Theory +6

An enhanced Kriging surrogate modeling technique for high-dimensional problems

Yicheng Zhou, Zhenzhou Lü · Mechanical Systems and Signal Processing · 2020 · 67 citations

Numerical Analysis, Large-scale Global Optimization, Continuous Optimization +3

A Bayesian Monte Carlo-based method for efficient computation of global sensitivity indices

Yicheng Zhou, Zhenzhou Lü, Kai Cheng et al. · Mechanical Systems and Signal Processing · 2018 · 64 citations

Efficient Computation, Engineering, Uncertainty Quantification +8