I am now a M.Sc. student in College of Civil Engineering at Hunan University, supervised by Prof. Chao Zhang. I joined Prof. Zhang’s UNSAT Lab in 2021, and obtained my B.S. degree in 2021 from Chongqing Jiaotong University. I will move to the University of Virginia in 2024 Fall, and continue my PhD research under the supervision of Prof. Zhen Liu.

My passion lies in developing physics-informed data-driven modeling methodology for engineering practice. Recently, I focused on utilizing scientific machine learning tools, particularly physics-informed neural networks, and operator learning for identifying the constitutive model and surrogating the dynamical response of structures.

In UNSAT Lab, I belong to a seven-member group focusing on soil - shield machine interaction and its intelligent control. I assist Prof. Zhang in managing this group and work closely with the other six members: Yangkai Gong, Ziheng Geng, Yu Zhang, Yi Dai and Guodong Wu, who are the most incredible, talented, and beautiful partners ever.

Please find my publication list here, or through ResearchGate, or Google Scholar.

Feel free to communicate about research works via renyuhao@hnu.edu.cn or WeChat: sharp825.

Recent News

Test (10/2023): I pass the IELTS test with 7.0 overall (Listening 8.0, Reading 7.0, Writing 6.0, Speaking 6.0).

Talk (10/2023): I will give a presentation about A quality index for construction big data in EPB shield tunneling at IGES 2023.

Competition (10/2023): We will participate in the 2nd TBM Tunneling Parameters Data Sharing and Machine Learning Competition.

Activity (07/2023): I attended HKUST(GZ) joint summer camp. Interesting journey!

Conference (3/2023): I attended the National Highway Tunnel Academic Annual Conference.

Paper (02/2023): Our paper titled “Significance and formulation of ground loss in tunneling-induced settlement prediction: a data-driven study” is published in Acta Geotechnica.

Paper (11/2022): A collaborative paper with Ziheng titled “A Kriging-Random Forest Hybrid Model for Real-time Ground Property Prediction during Earth Pressure Balance Shield Tunneling” can be finded in arxiv.