My career goal is to improve the automation, resilience, and functionality of infrastructure using AI, smart sensing, and uncertainty quantification.
PI (June 2025-Present)
Developing cyber twins for structural evaluation using pure-vision 3D reconstruction.
Collaborator: TBD
(Copyright © Bozhou Zhuang. All rights reserved for unpublished diagrams.)
Lead Researcher (October 2024-Aug 2025)
Developing physics-informed neural networks (PINNs) to predict the model errors between the reduced-order and higher-order computational mechanics models.
Collaborator: Danny Smyl (Georgia Tech), Sashank Rana (Georgia Tech), Brandon Jones (Georgia Tech)
Lead Researcher (November 2024-August 2025)
I am developing generative machine learning for design of structural cross-sections.
Collaborator: Danny Smyl (Georgia Tech)
PI (May 2024-Aug 2025)
I am leading a team to develop ML models to predict the decay heat of used nuclear fuels in actual dry cask up to year 2050.
Collaborator: Yingxiao Kong (Vanderbilt)
Advisor (June 2024 - June 2025)
I am advising a project to develop explainable ML to assess the conditions of 1,000+ telecommunications tower.
Collaborator: Miaoying Li (Heilongjiang Univ.), Hongshuai Gao (Heilongjiang Univ.)
PI (August 2024-January 2025)
I initiated and led this research to conduct a comprehensive literature review on ML/AI for design, optimization and assessment of steel-concrete composite structures (SCCS).
Collaborator: Xianlin Wang (Tongji Univ.), Danny Smyl (Georgia Tech), Haijun Zhou (Shenzhen), M. Z. Naser (Clemson)
Lead PhD Student (August 2021-September 2024)
We proposed a novel Active Noise Cancellation (ANC) method for non-invasive sensing and verified in the experiments. I also applied ANN and CNN algorithms to solve the forward and inverse problems in impurity gas sensing.
Collaborator: Bora Gencturk (PI), Assad Oberai, Ryan Meyer
Key Participant (April 2023-December 2024)
I applied machine learning algorithms to identify different levels of fuel assemblies damage using the frequency response function.
Collaborator: Bora Gencturk (PI), Roger Ghanem, Anna Arcaro
Assistant Researcher (April 2022-August 2022)
We applied ultrasonic pulse velocity (UPV) method to detect the self-healing performance of RC beams with PU-filled Engineered Aggregates.
Collaborator: Bora Gencturk (PI), Xiaoying Pan
Lead Student (September 2017-June 2020)
I conducted push-out tests on Rubber-sleeved Stud connectors and Ordinary Headed Stud connector. I performed numerical research by using ABAQUS to reveal the deformation performance and composite mechanism of Rubber-Sleeved Stud connector.
Collaborator: Yuqing Liu
Assistant Researcher (May 2018-May 2019)
I designed one bridge applicable for the Middle Fairway Bridge and participated in the finite element analysis of the Middle Fairway Bridge through ANSYS and wrote three chapters of the midterm research report.
Collaborator: Yuqing Liu, Liangfu Ge, Bin Xu
Assistant Researcher (June 2018-May 2020)
I participated in the shear model tests to investigate the failure modes and shearing capacity of Steel-Concrete-Steel sandwich structure.
Collaborator: Yuqing Liu, Yongxuan Li
Assistant Researcher (August 2017-June 2019)
I participated in model experiments and numerical analysis on the steel-concrete interface of cable-pylon composite anchorage structure.
Collaborator: Yuqing Liu, Han Yuan