Settlement estimation during foundation excavation using pattern analysis and explainable AI modeling DOI
Chen Yang, Chen Wang, Bin Wu

et al.

Automation in Construction, Journal Year: 2024, Volume and Issue: 166, P. 105651 - 105651

Published: July 30, 2024

Language: Английский

Digital twin enabled real-time advanced control of TBM operation using deep learning methods DOI
Limao Zhang,

Guo Jing,

Xianlei Fu

et al.

Automation in Construction, Journal Year: 2023, Volume and Issue: 158, P. 105240 - 105240

Published: Dec. 21, 2023

Language: Английский

Citations

43
Smart virtual sensing for deep excavations using real-time ensemble graph neural networks DOI
Chen Yang, Chen Wang,

Feng Zhao

et al.

Automation in Construction, Journal Year: 2025, Volume and Issue: 172, P. 106040 - 106040

Published: Feb. 3, 2025

Language: Английский

Citations

2
Real-time classification model for tunnel surrounding rocks based on high-resolution neural network and structure–optimizer hyperparameter optimization DOI
Junjie Ma, Chunchi Ma, Tianbin Li

et al.

Computers and Geotechnics, Journal Year: 2024, Volume and Issue: 168, P. 106155 - 106155

Published: Feb. 20, 2024

Language: Английский

Citations

13
Improving operations through a lean AI paradigm: a view to an AI-aided lean manufacturing via versatile convolutional neural network DOI
Mohammad Shahin,

Mazdak Maghanaki,

Ali Hosseinzadeh

et al.

The International Journal of Advanced Manufacturing Technology, Journal Year: 2024, Volume and Issue: 133(11-12), P. 5343 - 5419

Published: July 2, 2024

Language: Английский

Citations

9
Prediction of shield machine attitude parameters based on decomposition and multi-head attention mechanism DOI
Qiushi Wang, Wenqi Ding, Kourosh Khoshelham

et al.

Automation in Construction, Journal Year: 2025, Volume and Issue: 171, P. 105973 - 105973

Published: Jan. 18, 2025

Language: Английский

Citations

1
Named entity recognition for construction documents based on fine-tuning of large language models with low-quality datasets DOI

Junyu Zhou,

Zhiliang Ma

Automation in Construction, Journal Year: 2025, Volume and Issue: 174, P. 106151 - 106151

Published: March 31, 2025

Language: Английский

Citations

1
A BIM-based multi-model framework for advancing TBM performance − part 1: Real-time prediction of thrust force DOI
Ping Xie, Ke Chen, Ziwei Yin

et al.

Tunnelling and Underground Space Technology, Journal Year: 2024, Volume and Issue: 151, P. 105856 - 105856

Published: June 7, 2024

Language: Английский

Citations

7
Autonomous steering control for tunnel boring machines DOI
Zhe Zheng,

Kaidi Luo,

X.-L. Tan

et al.

Automation in Construction, Journal Year: 2024, Volume and Issue: 159, P. 105259 - 105259

Published: Jan. 12, 2024

Language: Английский

Citations

6
A novel workflow including denoising and hybrid deep learning model for shield tunneling construction parameter prediction DOI
Yuxian Zhang, Xuhua Ren, Jixun Zhang

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 133, P. 108103 - 108103

Published: Feb. 20, 2024

Language: Английский

Citations

5
Geotechnical risk modeling using an explainable transfer learning model incorporating physical guidance DOI
Fenghua Liu, Wenli Liu, Ang Li

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 137, P. 109127 - 109127

Published: Aug. 12, 2024

Language: Английский

Citations

5