Fukang Xin

Failure probability function estimation in augmented sample space combined active learning Kriging and adaptive sampling by Voronoi cells

Huanhuan Hu, Pan Wang, Fukang Xin et al. · Mechanical Systems and Signal Processing · 2023 · 15 citations

Density Estimation, Augmented Sample Space, Machine Learning +11

A new uncertainty reduction-guided single-loop Kriging coupled with subset simulation for time-dependent reliability analysis

Fukang Xin, Pan Wang, Yi‐Ping Phoebe Chen et al. · Reliability Engineering & System Safety · 2025 · 15 citations

Parallel adaptive ensemble of metamodels combined with hypersphere sampling for rare failure events

Fukang Xin, Pan Wang, Qirui Wang et al. · Reliability Engineering & System Safety · 2024 · 12 citations

Hybrid adaptive moment estimation based performance measure approach for complex reliability-based design optimization

Huanhuan Hu, Pan Wang, Fukang Xin et al. · Reliability Engineering & System Safety · 2024 · 12 citations