A deep learning framework for constitutive modeling based on temporal convolutional network. - Jia-Ji Wang; Chen Wang 068; Jian-Sheng Fan; Y. L. Mo (J. Comput. Phys., 2022)

Elastic structural analysis based on graph neural network without labeled data. - Ling-han Song; Chen Wang 068; Jian-Sheng Fan; Hong-Ming Lu (Comput. Aided Civ. Infrastructure Eng., 2023)

Fine-tuning vision foundation model for crack segmentation in civil infrastructures. - Kang Ge; Chen Wang 068; Yutao Guo; Yansong Tang; Zhenzhong Hu (CoRR, 2023)

State-of-the-art AI-based computational analysis in civil engineering. - Chen Wang 068; Ling-han Song; Zhou Yuan; Jian-Sheng Fan (J. Ind. Inf. Integr., 2023)

Physics-informed few-shot deep learning for elastoplastic constitutive relationships. - Chen Wang 068; Youquan He; Hong-Ming Lu; Jian-guo Nie; Jiansheng Fan (Eng. Appl. Artif. Intell., 2023)

Differentiable automatic structural optimization using graph deep learning. - Chong Zhang; Mu-Xuan Tao; Chen Wang 068; Chen Yang; Jiansheng Fan (Adv. Eng. Informatics, 2024)

A Multitask Fourier Transformer Network for Seismic Source Characterization Estimation From a Single-Station Waveform. - Kang Ge; Chen Wang 068; Yutao Guo; Yansong Tang; Jian-Sheng Fan (IEEE Geosci. Remote. Sens. Lett., 2024)

Predicting steel column stability with uncertain initial defects using bayesian deep learning. - Haoyang Zhao; Chen Wang 068; Jiansheng Fan (Appl. Soft Comput., 2024)

End-to-end generation of structural topology for complex architectural layouts with graph neural networks. - Chong Zhang; Mu-Xuan Tao; Chen Wang 068; Jian-Sheng Fan (Comput. Aided Civ. Infrastructure Eng., 2024)

Data Fusion for Full-Range Response Reconstruction via Diffusion Models. - Wingho Feng; Quanwang Li; Chen Wang 068; Jiansheng Fan (CoRR, 2025)