Wenjie Liao

Automated structural design of shear wall residential buildings using generative adversarial networks

Wenjie Liao, Xinzheng Lu, Yuli Huang et al. · Automation in Construction · 2021 · 199 citations

Engineering, Generative Adversarial Network, Design +9

Generative AI design for building structures

Wenjie Liao, Xinzheng Lu, Yifan Fei et al. · Automation in Construction · 2023 · 143 citations

Built Environment, Architectural Design, Design +5

Intelligent structural design of shear wall residence using physics‐enhanced generative adversarial networks

Xinzheng Lu, Wenjie Liao, Yu Zhang et al. · Earthquake Engineering & Structural Dynamics · 2022 · 129 citations

Artificial Intelligence, Engineering, Machine Learning +16

Intelligent generative structural design method for shear wall building based on “fused-text-image-to-image” generative adversarial networks

Wenjie Liao, Yuli Huang, Zhe Zheng et al. · Expert Systems with Applications · 2022 · 87 citations

Engineering, Machine Learning, Generative Adversarial Network +7

Intelligent beam layout design for frame structure based on graph neural networks

Pengju Zhao, Wenjie Liao, Yuli Huang et al. · Journal of Building Engineering · 2022 · 85 citations

Graph Neural Networks, Structural Optimization, Frame Structure +1