Juntong Zhang

张俊童

I am a third-year Ph.D. student at Tongji University and the Shanghai Innovation Institute. My research focuses on humanoid robots and embodied intelligence, with the goal of freeing people from labor. Earlier in my studies, I explored AI for science and engineering.

Portrait

X-WBC was accepted to CoRL 2026.

Our diffusion framework for concrete mesostructure generation was published in CACAIE.

Work on early-age cracking in concrete cap beams was published in Structural Concrete.

Our dynamic hazard analysis work was published in Automation in Construction.

Framework from the concrete mesostructure generation paper

CACAIE · 2025

Efficient and physically consistent generation of 2D concrete mesostructures via a regressor-guided diffusion framework

Juntong Zhang, Xin Ruan, Airong Chen, Hongzhou Zeng, Yue Li

Regressor-guided diffusion for controllable and efficient material generation.

Knowledge-graph framework from the construction hazard analysis paper

Automation in Construction · 2025

Dynamic hazard analysis on construction sites using knowledge graphs integrated with real-time information

Juntong Zhang, Xin Ruan, Han Si, Xiangyu Wang

Multi-level construction hazard graphs that update with changing site conditions.

Thermo-mechanical simulation results from the concrete cap beam paper

Structural Concrete · 2025

Numerical simulation and control of early-age cracking in a concrete cap beam

Juntong Zhang, Xin Ruan, Han Si, Yongjun Li, Xingpo Fang

Construction-process simulation considering high-strength concrete and formwork constraints.

Failure-process model from the physics-guided LSTM paper

Structures · 2024

Predicting failure process of precast deck joints using a physics-guided LSTM model

Xin Ruan, Juntong Zhang, Xianlin Wang

Physics-guided sequence prediction for structural response and failure processes.