Jian-Sheng Fan

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reverse Variational Autoencoder: A probabilistic inference framework for structural health monitoring and inverse analysis in engineering.
Reliab. Eng. Syst. Saf.
Hao-yang Zhao, Chen Wang, Jian-Sheng Fan
2026 J jnl
Towards reliable deep excavation monitoring through graph recurrent neural network-based spatio-temporal imputation.
Reliab. Eng. Syst. Saf.
Chen Yang, Xiao-guang Zhang, Guo-Hui Zhang, Chen Wang, Jian-Sheng Fan
2025 J jnl
Multivariate engineering formulas discovery with knowledge-based neural network.
Comput. Aided Civ. Infrastructure Eng.
Pei-yao Chen, Chen Wang, Jian-Sheng Fan
2024 J jnl
A Multitask Fourier Transformer Network for Seismic Source Characterization Estimation From a Single-Station Waveform.
IEEE Geosci. Remote. Sens. Lett.
Kang Ge, Chen Wang, Yutao Guo, Yansong Tang, Jian-Sheng Fan
2024 J jnl
End-to-end generation of structural topology for complex architectural layouts with graph neural networks.
Comput. Aided Civ. Infrastructure Eng.
Chong Zhang, Mu-Xuan Tao, Chen Wang, Jian-Sheng Fan
2023 J jnl
A grid-based classification and box-based detection fusion model for asphalt pavement crack.
Comput. Aided Civ. Infrastructure Eng.
Bao-Luo Li, Yu Qi, Jian-Sheng Fan, Yu-Fei Liu, Cheng Liu
2023 J jnl
Elastic structural analysis based on graph neural network without labeled data.
Comput. Aided Civ. Infrastructure Eng.
Ling-han Song, Chen Wang, Jian-Sheng Fan, Hong-Ming Lu
2023 J jnl
State-of-the-art AI-based computational analysis in civil engineering.
J. Ind. Inf. Integr.
Chen Wang, Ling-han Song, Zhou Yuan, Jian-Sheng Fan
2022 J jnl
A deep learning framework for constitutive modeling based on temporal convolutional network.
J. Comput. Phys.
Jia-Ji Wang, Chen Wang, Jian-Sheng Fan, Y. L. Mo
2022 J jnl
Automated inspection and monitoring of member deformation in grid structures.
Comput. Aided Civ. Infrastructure Eng.
Xiao-Chen Wei, Jian-Sheng Fan, Yu-Fei Liu, Jin-Xun Zhang, Xiao-Gang Liu, Si-Yu Kong
2021 J jnl
Automated crack assessment and quantitative growth monitoring.
Comput. Aided Civ. Infrastructure Eng.
Si-Yu Kong, Jian-Sheng Fan, Yu-Fei Liu, Xiao-Chen Wei, Xiao-Wei Ma
2016 J jnl
Concrete Crack Assessment Using Digital Image Processing and 3D Scene Reconstruction.
J. Comput. Civ. Eng.
Yu-Fei Liu, Soojin Cho, Billie F. Spencer, Jian-Sheng Fan