Chengjia Han

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A pavement maintenance decision-making method based on a retrieval-augmented generation framework with large language models.
Adv. Eng. Informatics
Tianqing Hei, Zezhen Dong, Zhiwei Xie, Zheng Tong, Tao Ma, Chengjia Han
2026 J jnl
A self-adaptive transformer-enhanced physics-informed neural network for railway dynamics system.
Eng. Appl. Artif. Intell.
Chengjia Han, Shuai Qu, Yun Yang, Maggie Y. Gao, Liwei Dong, Fan Yang, Tao Ma, Yaowen Yang, Wanming Zhai
2026 J jnl
A transformer-based surrogate modeling strategy for tunnel digital twin in full-field displacement prediction under adjacent tunnel construction.
Adv. Eng. Informatics
Xiangyu Chang, Hongyun Fan, Yuguang Fu, Chengjia Han, Hao Wang, Jianxiao Mao
2026 J jnl
DAS-Accelerometer Data Fusion With Semi-Supervised Graph Variational Autoencoder for In-Service Train Wheel Flat Detection.
IEEE Trans. Intell. Transp. Syst.
Yiqing Dong, Chengjia Han, Shuai Qu, Chaoyang Zhao, Aayush Madan, Yuguang Fu, Yaowen Yang
2026 J jnl
Integration of LiDAR scan-to-IFC and UWB real-time positioning for automated construction monitoring: a precast module case study.
Adv. Eng. Informatics
Maggie Y. Gao, Chengjia Han, Zhen Peng, Yiqing Dong, Robert L. K. Tiong, Yaowen Yang
2026 J jnl
Structural evaluation of cracked shield tunnels using computer-vision-based model updating techniques.
Adv. Eng. Informatics
Xiangyu Chang, Youqi Zhang, Chengjia Han, Yuguang Fu, Jianxiao Mao, Hao Wang
2025 J jnl
A Semi-Supervised Diffusion-Based Paradigm for Vehicle-Track System Health Monitoring With Distributed Acoustic Sensing.
IEEE Trans. Intell. Transp. Syst.
Chengjia Han, Yiqing Dong, Shuai Qu, Liwei Dong, Chaoyang Zhao, Aayush Madan, Yuguang Fu, Yaowen Yang
2025 J jnl
BIM-Based Automated Design Framework for Pavement Structures Considering Economy and Sustainability.
J. Comput. Civ. Eng.
Tao Han, Chengjia Han, Tao Ma
2025 J jnl
Multi-Context enhanced Lane-Changing prediction using a heterogeneous Graph Neural Network.
Expert Syst. Appl.
Yiqing Dong, Chengjia Han, Chaoyang Zhao, Aayush Madan, Lipi Mohanty, Yaowen Yang
2024 J jnl
A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection.
IEEE Trans. Artif. Intell.
Handuo Yang, Ju Huyan, Tao Ma, Yitao Song, Chengjia Han
2024 J jnl
Aggregation segregation generative adversarial network (AG-GAN) facilitated multi-scale segregation detection in asphalt pavement paving stage.
Eng. Appl. Artif. Intell.
Handuo Yang, Tao Ma, Ju Huyan, Chengjia Han, Huajie Wang
2024 J jnl
Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning.
Eng. Appl. Artif. Intell.
Chengjia Han, Shun Wang, Aayush Madan, Chaoyang Zhao, Lipi Mohanty, Yuguang Fu, Wei Shen, Ruihua Liang, Ean Seong Huang, Tony Zheng, Phui Kai Ong, Alvin Zhang, Khai Jhin Woon, Kai Xin Wong, Yaowen Yang
2024 J jnl
Multi-stage generative adversarial networks for generating pavement crack images.
Eng. Appl. Artif. Intell.
Chengjia Han, Tao Ma, Ju Huyan, Zheng Tong, Handuo Yang, Yaowen Yang
2024 J jnl
Transfer-AE: A novel autoencoder-based impact detection model for structural digital twin.
Appl. Soft Comput.
Chengjia Han, Zixin Wang, Yuguang Fu, Shirley Dyke, Adnan Shahriar
2023 J jnl
Asphalt Pavement Health Prediction Based on Improved Transformer Network.
IEEE Trans. Intell. Transp. Syst.
Chengjia Han, Tao Ma, Linhao Gu, Jinde Cao, Xinli Shi, Wei Huang, Zheng Tong
2023 J jnl
Asphalt Pavement Residual Life Assessment Based on SmartRock Sensors.
IEEE Trans. Instrum. Meas.
Tao Ma, Ning Wang, Chengjia Han, Siqi Wang, Zheng Tong
2022 J jnl
CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst.
Chengjia Han, Tao Ma, Ju Huyan, Xiaoming Huang, Yanning Zhang