Jiannan Cai

Prediction-Based Path Planning for Safe and Efficient Human–Robot Collaboration in Construction via Deep Reinforcement Learning

Jiannan Cai, Ao Du, Xiaoyun Liang et al. · Journal of Computing in Civil Engineering · 2022 · 75 citations

Engineering, Computer Science, Robotics Engineering +17

Two-step long short-term memory method for identifying construction activities through positional and attentional cues

Jiannan Cai, Yuxi Zhang, Hubo Cai · Automation in Construction · 2019 · 58 citations

Social Sciences, Psychology, Construction Engineering +3

A context-augmented deep learning approach for worker trajectory prediction on unstructured and dynamic construction sites

Jiannan Cai, Yuxi Zhang, Yang Liu et al. · Advanced Engineering Informatics · 2020 · 58 citations

Architecture, Civil Engineering, Construction Management +12

Robust Hybrid Approach of Vision-Based Tracking and Radio-Based Identification and Localization for 3D Tracking of Multiple Construction Workers

Jiannan Cai, Hubo Cai · Journal of Computing in Civil Engineering · 2020 · 42 citations

Computing, Computer Science, Construction Management +16

Airborne infection risks of SARS-CoV-2 in U.S. schools and impacts of different intervention strategies

Yifang Xu, Jiannan Cai, Shuai Li et al. · Sustainable Cities and Society · 2021 · 38 citations · Full text

Medicine, Health Education, Infectious Diseases +11