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Chengjia Han
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2020 – today
- 2026
[j16]Xiangyu Chang, Youqi Zhang
, Chengjia Han, Yuguang Fu, Jianxiao Mao, Hao Wang:
Structural evaluation of cracked shield tunnels using computer-vision-based model updating techniques. Adv. Eng. Informatics 69: 103818 (2026)
[j15]Xiangyu Chang
, Hongyun Fan, Yuguang Fu
, Chengjia Han, Hao Wang, Jianxiao Mao:
A transformer-based surrogate modeling strategy for tunnel digital twin in full-field displacement prediction under adjacent tunnel construction. Adv. Eng. Informatics 69: 104045 (2026)
[j14]Maggie Y. Gao, Chengjia Han, Zhen Peng, Yiqing Dong, Robert L. K. Tiong, Yaowen Yang:
Integration of LiDAR scan-to-IFC and UWB real-time positioning for automated construction monitoring: a precast module case study. Adv. Eng. Informatics 71: 104247 (2026)
[j13]Chengjia Han, Shuai Qu, Yun Yang, Maggie Y. Gao, Liwei Dong, Fan Yang, Tao Ma, Yaowen Yang, Wanming Zhai:
A self-adaptive transformer-enhanced physics-informed neural network for railway dynamics system. Eng. Appl. Artif. Intell. 164: 113291 (2026)
[j12]Yiqing Dong
, Chengjia Han
, Shuai Qu
, Chaoyang Zhao, Aayush Madan
, Yuguang Fu
, Yaowen Yang
:
DAS-Accelerometer Data Fusion With Semi-Supervised Graph Variational Autoencoder for In-Service Train Wheel Flat Detection. IEEE Trans. Intell. Transp. Syst. 27(1): 593-608 (2026)- 2025
[j11]Yiqing Dong
, Chengjia Han, Chaoyang Zhao
, Aayush Madan, Lipi Mohanty, Yaowen Yang:
Multi-Context enhanced Lane-Changing prediction using a heterogeneous Graph Neural Network. Expert Syst. Appl. 264: 125902 (2025)
[j10]Tao Han, Chengjia Han, Tao Ma:
BIM-Based Automated Design Framework for Pavement Structures Considering Economy and Sustainability. J. Comput. Civ. Eng. 39(5) (2025)
[j9]Chengjia Han, Yiqing Dong
, Shuai Qu
, Liwei Dong
, Chaoyang Zhao
, Aayush Madan
, Yuguang Fu
, Yaowen Yang
:
A Semi-Supervised Diffusion-Based Paradigm for Vehicle-Track System Health Monitoring With Distributed Acoustic Sensing. IEEE Trans. Intell. Transp. Syst. 26(11): 19381-19397 (2025)- 2024
[j8]Chengjia Han
, Zixin Wang
, Yuguang Fu
, Shirley Dyke
, Adnan Shahriar
:
Transfer-AE: A novel autoencoder-based impact detection model for structural digital twin. Appl. Soft Comput. 166: 112174 (2024)
[j7]Handuo Yang, Tao Ma, Ju Huyan
, Chengjia Han, Huajie Wang:
Aggregation segregation generative adversarial network (AG-GAN) facilitated multi-scale segregation detection in asphalt pavement paving stage. Eng. Appl. Artif. Intell. 129: 107663 (2024)
[j6]Chengjia Han
, Tao Ma, Ju Huyan, Zheng Tong, Handuo Yang, Yaowen Yang
:
Multi-stage generative adversarial networks for generating pavement crack images. Eng. Appl. Artif. Intell. 131: 107767 (2024)
[j5]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
:
Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning. Eng. Appl. Artif. Intell. 134: 108684 (2024)
[j4]Handuo Yang
, Ju Huyan
, Tao Ma
, Yitao Song
, Chengjia Han
:
A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection. IEEE Trans. Artif. Intell. 5(9): 4535-4549 (2024)- 2023
[j3]Tao Ma
, Ning Wang
, Chengjia Han
, Siqi Wang
, Zheng Tong
:
Asphalt Pavement Residual Life Assessment Based on SmartRock Sensors. IEEE Trans. Instrum. Meas. 72: 1-12 (2023)
[j2]Chengjia Han
, Tao Ma
, Linhao Gu, Jinde Cao
, Xinli Shi
, Wei Huang, Zheng Tong:
Asphalt Pavement Health Prediction Based on Improved Transformer Network. IEEE Trans. Intell. Transp. Syst. 24(4): 4482-4493 (2023)- 2022
[j1]Chengjia Han
, Tao Ma
, Ju Huyan
, Xiaoming Huang, Yanning Zhang:
CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 23(11): 22135-22144 (2022)
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last updated on 2026-01-29 23:34 CET by the dblp team
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