Open Access Helper

OpenAlex Citation Counts

OpenAlex Citations Logo

OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

Data-driven real-time advanced geological prediction in tunnel construction using a hybrid deep learning approach
Xianlei Fu, Maozhi Wu, Robert L. K. Tiong, et al.
Automation in Construction (2022) Vol. 146, pp. 104672-104672
Closed Access | Times Cited: 34

Showing 1-25 of 34 citing articles:

Ensemble regression based on polynomial regression-based decision tree and its application in the in-situ data of tunnel boring machine
Maolin Shi, Weifei Hu, Muxi Li, et al.
Mechanical Systems and Signal Processing (2022) Vol. 188, pp. 110022-110022
Closed Access | Times Cited: 88
Predicting existing tunnel deformation from adjacent foundation pit construction using hybrid machine learning
Xianguo Wu, Zongbao Feng, Jun Liu, et al.
Automation in Construction (2024) Vol. 165, pp. 105516-105516
Closed Access | Times Cited: 23
Data-driven joint multiobjective prediction and optimization for tunnel-induced adjacent bridge pier displacement: A case study in China
Hongyu Chen, Jun Liu, Yawei Qin, et al.
Engineering Applications of Artificial Intelligence (2025) Vol. 142, pp. 109616-109616
Closed Access | Times Cited: 1
A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation
Xianlei Fu, Yue Pan, Limao Zhang
Expert Systems with Applications (2023) Vol. 238, pp. 121977-121977
Closed Access | Times Cited: 27
AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods
Muhammad Usman Tariq, Shuhaida Ismail
Osong Public Health and Research Perspectives (2024) Vol. 15, Iss. 2, pp. 115-136
Open Access | Times Cited: 12
Toward the automation of mechanized tunneling “exploring the use of big data analytics for ground forecast in TBM tunnels”
Saadeldin Mostafa, Rita L. Sousa, Herbert H. Einstein
Tunnelling and Underground Space Technology (2024) Vol. 146, pp. 105643-105643
Closed Access | Times Cited: 10
Real-time classification model for tunnel surrounding rocks based on high-resolution neural network and structure–optimizer hyperparameter optimization
Junjie Ma, Chunchi Ma, Tianbin Li, et al.
Computers and Geotechnics (2024) Vol. 168, pp. 106155-106155
Closed Access | Times Cited: 9
Enhanced rock mass rating prediction from tunnel face imagery: A decision-supportive ensemble deep learning approach
Yejin Kim, Tae Sup Yun
Engineering Geology (2024) Vol. 339, pp. 107625-107625
Closed Access | Times Cited: 9
Enhancing ground classification models for TBM tunneling: Detecting label errors in datasets
Saadeldin Mostafa, Rita L. Sousa
Computers and Geotechnics (2024) Vol. 170, pp. 106301-106301
Closed Access | Times Cited: 8
Deep learning-based automatic rockfall impact force reconstruction for flexible barrier systems in full-scale tests
Xiaoyu Yang, Jiahui Tong, Zhixiang Yu, et al.
Automation in Construction (2024) Vol. 165, pp. 105510-105510
Closed Access | Times Cited: 7
Time series clustering-enabled geological condition perception in tunnel boring machine excavation
Yue Pan, Maozhi Wu, Limao Zhang, et al.
Automation in Construction (2023) Vol. 153, pp. 104954-104954
Closed Access | Times Cited: 15
Autonomous steering control for tunnel boring machines
Zhe Zheng, Kaidi Luo, X.-L. Tan, et al.
Automation in Construction (2024) Vol. 159, pp. 105259-105259
Closed Access | Times Cited: 5
Novel multifractal-based classification model for the quality grades of surrounding rock within tunnels
Junjie Ma, Tianbin Li, Zheng Zhang, et al.
Underground Space (2024) Vol. 20, pp. 140-156
Closed Access | Times Cited: 5
Deep Learning Uncertainty Quantification for enhancing TBM operational predictions
Saadeldin Mostafa, Rita L. Sousa
Geodata and AI. (2025), pp. 100003-100003
Open Access
Ontology-based automated knowledge identification of safety risks in Metro shield construction
Ping Liu, Xueqiang Jin, Yongtao Shang
Journal of Asian Architecture and Building Engineering (2025), pp. 1-30
Open Access
Deep Learning for Time Series Forecasting: Review and Applications in Geotechnics and Geosciences
Farid Fazel Mojtahedi, Negin Yousefpour, Shiao Huey Chow, et al.
Archives of Computational Methods in Engineering (2025)
Open Access
A lightweight model hyperparameters searching method for fast, accurate and on-site lithology identification
Zhenhao Xu, Heng Shi, Peng Lin, et al.
Journal of Rock Mechanics and Geotechnical Engineering (2025)
Open Access
Fusing multi-source quality statistical data for construction risk assessment and warning based on deep learning
Binwei Gao, Zhehao Ma, Jianan Gu, et al.
Knowledge-Based Systems (2023) Vol. 284, pp. 111223-111223
Closed Access | Times Cited: 9
Dynamic risk early warning system for tunnel construction based on two-dimensional cloud model
Huaiyuan Sun, Mengqi Zhu, Yiming Dai, et al.
Expert Systems with Applications (2024) Vol. 255, pp. 124799-124799
Closed Access | Times Cited: 2
Real-time classification of ground conditions ahead of a TBM using supervised machine learning algorithms
Sylvanus Sebbeh-Newton, Jamel Seidu, Mawuko Luke Yaw Ankah, et al.
Modeling Earth Systems and Environment (2024) Vol. 10, Iss. 5, pp. 6173-6186
Closed Access | Times Cited: 2
Extraction of Interconnect Parasitic Capacitance Matrix Based on Deep Neural Network
Yaoyao Ma, Xiaoyu Xu, Shuai Yan, et al.
Electronics (2023) Vol. 12, Iss. 6, pp. 1440-1440
Open Access | Times Cited: 4
Monitoring and geological advance prediction for tunnel construction: A case study of shangzhuang tunnel
Juan Li, Rengye Zhao, Shengliang Cao, et al.
Research Square (Research Square) (2024)
Open Access | Times Cited: 1
Data-Driven Optimization of Urban Traffic using AI and Real-Time Analysis
Taiba SAYED MANSOR, Rayan Abri
International Conference on Pioneer and Innovative Studies (2023) Vol. 1, pp. 507-514
Open Access | Times Cited: 2
Evaluation of Jacking Forces in Weathered Phyllite Based on In Situ Pressuremeter Testing and Deep Learning
Lit Yen Yeo, Fredrik Phangkawira, Pei Gee Kueh, et al.
Geosciences (2024) Vol. 14, Iss. 3, pp. 55-55
Open Access
A case study of tunnel boring machines advance rate prediction using meta-heuristic techniques
Shirin Jahanmiri, Ali Aalianvari, Maliheh Abbaszadeh
Arabian Journal of Geosciences (2024) Vol. 17, Iss. 5
Closed Access
Page 1 - Next Page

Scroll to top