2021.07 - 2021.11 清华大学 科研助理

2021.12 - 2025.04 清华大学 助理研究员/博士后

2025.05至今 清华大学 助理教授

结构计算力学与人工智能交叉研究与应用，包括数据-物理混合驱动的结构智能仿真、工程智能设计与优化、工程结构数字孪生等。

1. 国家重点研发计划子课题 重要历史建筑安全评估和全寿命期性能提升关键技术与应用示范

2. 国家自然科学基金 数据与理论混合驱动的工程结构体系智能计算方法研究

3. 基金委重大项目课题子课题 新一代混凝土材料与结构一体化智能设计

4. 博新计划

1. Song L, Wang C*, Fan J. Efficient Full-Range Nonlinear Analyses of Structural Systems Based on Heterogeneous Graph Learning. Engineering, 2025.

2. Wang C, Zhang C, Yang C*, Fan J. Towards efficient structural inverse analysis based on AI-driven differentiable optimization method. Mechanical Systems and Signal Processing, 2025: 112618.

3. Chen P, Wang C*, Fan J. Multivariate engineering formulas discovery with knowledge‐based neural network. Computer-Aided Civil and Infrastructure Engineering, 2025:13448.

4. Yang C, Wang C*, Zhao F, Wu B, Fan J, Zhang Y. Smart virtual sensing for deep excavations using real-time ensemble graph neural networks. Automation in Construction, 2025: 106040.

5. Yang C, Wang C*, Wu B, Zhao F, Fan J, Zhou L. Settlement estimation during foundation excavation using pattern analysis and explainable AI modeling. Automation in Construction, 2024: 105651.

6. Zhang C, Tao M, Wang C*, Yang C, Fan J. Differentiable automatic structural optimization using graph deep learning. Advanced Engineering Informatics, 2024: 102363.

7. Zhao H, Wang C*, Fan J. Predicting steel column stability with uncertain initial defects using bayesian deep learning. Applied Soft Computing, 2024: 111139.

8. Zhang C, Tao M, Wang C*, Fan J. End-to-end generation of structural topology for complex architectural layouts with graph neural networks. Computer-Aided Civil and Infrastructure Engineering, 2024: 13098.

9. Wang C*, He Y, Lu H, Nie J, Fan J. Physics-informed few-shot deep learning for elastoplastic constitutive relationships. Engineering Applications of Artificial Intelligence, 2023: 106907.

10. Wang C, Song L, Yuan Z, Fan J*. State-of-the-art AI-based computational analysis in civil engineering. Journal of Industrial Information Integration, 2023: 100470.

11. Song L, Wang C*, Fan J, Lu H. Elastic structural analysis based on graph neural network without labeled data. Computer-Aided Civil and Infrastructure Engineering, 2023: 12944.

12. Wang C, Song L, Fan J. End-to-End Structural analysis in civil engineering based on deep learning. Automation in Construction, 2022, 138: 104255.

13. Wang C, Xu L, Fan J*. A general deep learning framework for history-dependent response prediction based on UA-Seq2Seq model. Computer Methods in Applied Mechanics and Engineering, 2020: 113357.

14. Wang C, Fan J, Xu L*, Nie X. Cyclic hardening and softening behavior of the low yield point steel: Implementation and validation. Engineering structures, 2020: 110220.

15. 王琛,陶慕轩,崔明哲,丁然*,周建军,张鹏. 非对称复杂连体结构抗震性能与变形差控制实例研究. 建筑结构学报, 2020, 41(04): 59-70.

16. 王琛,樊健生*. 具有历史依赖效应的材料及结构响应预测通用深度学习MechPerformer 模型. 建筑结构学报, 2022, 43(08): 209-219.

17. 张翀,陶慕轩,王琛*,樊健生.土木工程结构智能计算特征工程研究.工程力学,2023,40(12):55-64.

18. 王敏,袁超,何有泉,王琛*,樊健生. 基于物理感知神经网络与BIM的梁式桥一站式智能建模计算平台. 工程力学, 2024.