Shengtong Zhou

Transfer learning-based crashworthiness prediction for the composite structure of a subway vehicle

Chengxing Yang, Kangpei Meng, Liting Yang et al. · International Journal of Mechanical Sciences · 2023 · 89 citations

Transport Network Analysis, Engineering, Machine Learning +8

Harmonic-Gaussian double-well potential stochastic resonance with its application to enhance weak fault characteristics of machinery

Zijian Qiao, Shuai Chen, Zhihui Lai et al. · Nonlinear Dynamics · 2023 · 75 citations

Weak Fault Characteristics, Stochastic Resonance, Engineering +1

An Intelligent Fault Diagnosis Method Enhanced by Noise Injection for Machinery

Changpu Yang, Zijian Qiao, Ronghua Zhu et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 69 citations

Fault Diagnosis, Engineering, Machine Learning +16

Stochastic resonance array for designing noise-boosted filter banks to enhance weak multi-harmonic fault characteristics of machinery

Zijian Qiao, Cheng-Long Zhang, Cailiang Zhang et al. · Applied Acoustics · 2025 · 43 citations

Engineering, Noise, Systems Engineering +7

Crashworthiness analysis and multi-objective optimization of a novel metal/CFRP hybrid friction structures

Ping Xu, Weinian Guo, Liting Yang et al. · Structural and Multidisciplinary Optimization · 2024 · 33 citations

Engineering, Crashworthiness Analysis, Structural Crashworthiness +9