Chengjia Han

According to our database, Chengjia Han authored at least 17 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

DAS-Accelerometer Data Fusion With Semi-Supervised Graph Variational Autoencoder for In-Service Train Wheel Flat Detection.

Yiqing Dong, Chengjia Han, Shuai Qu, Chaoyang Zhao, Aayush Madan, Yuguang Fu, Yaowen Yang

IEEE Trans. Intell. Transp. Syst., January, 2026

A self-adaptive transformer-enhanced physics-informed neural network for railway dynamics system.

Chengjia Han, Shuai Qu, Yun Yang, Maggie Y. Gao, Liwei Dong, Fan Yang, Tao Ma, Yaowen Yang, Wanming Zhai

Eng. Appl. Artif. Intell., 2026

A pavement maintenance decision-making method based on a retrieval-augmented generation framework with large language models.

Tianqing Hei, Zezhen Dong, Zhiwei Xie, Zheng Tong, Tao Ma, Chengjia Han

Adv. Eng. Informatics, 2026

Integration of LiDAR scan-to-IFC and UWB real-time positioning for automated construction monitoring: a precast module case study.

Maggie Y. Gao, Chengjia Han, Zhen Peng, Yiqing Dong, Robert L. K. Tiong, Yaowen Yang

Adv. Eng. Informatics, 2026

Structural evaluation of cracked shield tunnels using computer-vision-based model updating techniques.

Xiangyu Chang, Youqi Zhang, Chengjia Han, Yuguang Fu, Jianxiao Mao, Hao Wang

Adv. Eng. Informatics, 2026

A transformer-based surrogate modeling strategy for tunnel digital twin in full-field displacement prediction under adjacent tunnel construction.

Xiangyu Chang, Hongyun Fan, Yuguang Fu, Chengjia Han, Hao Wang, Jianxiao Mao

Adv. Eng. Informatics, 2026

2025

A Semi-Supervised Diffusion-Based Paradigm for Vehicle-Track System Health Monitoring With Distributed Acoustic Sensing.

Chengjia Han, Yiqing Dong, Shuai Qu, Liwei Dong, Chaoyang Zhao, Aayush Madan, Yuguang Fu, Yaowen Yang

IEEE Trans. Intell. Transp. Syst., November, 2025

BIM-Based Automated Design Framework for Pavement Structures Considering Economy and Sustainability.

Tao Han, Chengjia Han, Tao Ma

J. Comput. Civ. Eng., 2025

Multi-Context enhanced Lane-Changing prediction using a heterogeneous Graph Neural Network.

Yiqing Dong, Chengjia Han, Chaoyang Zhao, Aayush Madan, Lipi Mohanty, Yaowen Yang

Expert Syst. Appl., 2025

2024

A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection.

Handuo Yang, Ju Huyan, Tao Ma, Yitao Song, Chengjia Han

IEEE Trans. Artif. Intell., September, 2024

Aggregation segregation generative adversarial network (AG-GAN) facilitated multi-scale segregation detection in asphalt pavement paving stage.

Handuo Yang, Tao Ma, Ju Huyan, Chengjia Han, Huajie Wang

Eng. Appl. Artif. Intell., 2024

Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning.

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

Eng. Appl. Artif. Intell., 2024

Multi-stage generative adversarial networks for generating pavement crack images.

Chengjia Han, Tao Ma, Ju Huyan, Zheng Tong, Handuo Yang, Yaowen Yang

Eng. Appl. Artif. Intell., 2024

Transfer-AE: A novel autoencoder-based impact detection model for structural digital twin.

Chengjia Han, Zixin Wang, Yuguang Fu, Shirley Dyke, Adnan Shahriar

Appl. Soft Comput., 2024

2023

Asphalt Pavement Health Prediction Based on Improved Transformer Network.

Chengjia Han, Tao Ma, Linhao Gu, Jinde Cao, Xinli Shi, Wei Huang, Zheng Tong

IEEE Trans. Intell. Transp. Syst., April, 2023

Asphalt Pavement Residual Life Assessment Based on SmartRock Sensors.

Tao Ma, Ning Wang, Chengjia Han, Siqi Wang, Zheng Tong

IEEE Trans. Instrum. Meas., 2023

2022

CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network.

Chengjia Han, Tao Ma, Ju Huyan, Xiaoming Huang, Yanning Zhang

IEEE Trans. Intell. Transp. Syst., 2022