Zengcong Li

Transfer learning based variable-fidelity surrogate model for shell buckling prediction

Kuo Tian, Zengcong Li, Jiaxin Zhang et al. · Composite Structures · 2021 · 83 citations

Numerical Analysis, Model Optimization, Engineering +5

On-line transfer learning for multi-fidelity data fusion with ensemble of deep neural networks

Zengcong Li, Shu Zhang, Hongqing Li et al. · Advanced Engineering Informatics · 2022 · 54 citations

Artificial Intelligence, Deep Neural Networks, Engineering +8

Digital twin modeling for structural strength monitoring via transfer learning-based multi-source data fusion

Bo Wang, Zengcong Li, Ziyu Xu et al. · Mechanical Systems and Signal Processing · 2023 · 48 citations

Engineering, Machine Learning, Data Science +11

Enhanced variable-fidelity surrogate-based optimization framework by Gaussian process regression and fuzzy clustering

Kuo Tian, Zengcong Li, Lei Huang et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 36 citations

Gaussian Process Regression, Data-driven Optimization, Data Science +7

A multi-fidelity competitive sampling method for surrogate-based stacking sequence optimization of composite shells with multiple cutouts

Kuo Tian, Xiangtao Ma, Zengcong Li et al. · International Journal of Solids and Structures · 2020 · 34 citations

Large-scale Global Optimization, Engineering, Composite Shells +10