
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:
Prediction of rock mass class ahead of TBM excavation face by ML and DL algorithms with Bayesian TPE optimization and SHAP feature analysis
Cheng Chen, Hyungjoon Seo
Acta Geotechnica (2023) Vol. 18, Iss. 7, pp. 3825-3848
Open Access | Times Cited: 36
Cheng Chen, Hyungjoon Seo
Acta Geotechnica (2023) Vol. 18, Iss. 7, pp. 3825-3848
Open Access | Times Cited: 36
Showing 1-25 of 36 citing articles:
A LightGBM-based strategy to predict tunnel rockmass class from TBM construction data for building control
Long Li, Zaobao Liu, Ji-Mei Shen, et al.
Advanced Engineering Informatics (2023) Vol. 58, pp. 102130-102130
Closed Access | Times Cited: 43
Long Li, Zaobao Liu, Ji-Mei Shen, et al.
Advanced Engineering Informatics (2023) Vol. 58, pp. 102130-102130
Closed Access | Times Cited: 43
Tree-structured parzen estimator optimized-automated machine learning assisted by meta–analysis for predicting biochar–driven N2O mitigation effect in constructed wetlands
Bi–Ni Jiang, Yingying Zhang, Zhiyong Zhang, et al.
Journal of Environmental Management (2024) Vol. 354, pp. 120335-120335
Closed Access | Times Cited: 13
Bi–Ni Jiang, Yingying Zhang, Zhiyong Zhang, et al.
Journal of Environmental Management (2024) Vol. 354, pp. 120335-120335
Closed Access | Times Cited: 13
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: 12
Saadeldin Mostafa, Rita L. Sousa, Herbert H. Einstein
Tunnelling and Underground Space Technology (2024) Vol. 146, pp. 105643-105643
Closed Access | Times Cited: 12
Explainable ensemble models for predicting wall thickness loss of water pipes
Ridwan Taiwo, Abdul‐Mugis Yussif, Mohamed El Amine Ben Seghier, et al.
Ain Shams Engineering Journal (2024) Vol. 15, Iss. 4, pp. 102630-102630
Open Access | Times Cited: 9
Ridwan Taiwo, Abdul‐Mugis Yussif, Mohamed El Amine Ben Seghier, et al.
Ain Shams Engineering Journal (2024) Vol. 15, Iss. 4, pp. 102630-102630
Open Access | Times Cited: 9
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
Junjie Ma, Chunchi Ma, Tianbin Li, et al.
Computers and Geotechnics (2024) Vol. 168, pp. 106155-106155
Closed Access | Times Cited: 9
Rock strength prediction based on machine learning: A study from prediction model to mechanism explanation
Junlong Sun, Ru Zhang, Anlin Zhang, et al.
Measurement (2024) Vol. 238, pp. 115373-115373
Closed Access | Times Cited: 7
Junlong Sun, Ru Zhang, Anlin Zhang, et al.
Measurement (2024) Vol. 238, pp. 115373-115373
Closed Access | Times Cited: 7
Forecasting China's agricultural carbon emissions: A comparative study based on deep learning models
Tiantian Xie, Zetao Huang, Tao Tan, et al.
Ecological Informatics (2024) Vol. 82, pp. 102661-102661
Open Access | Times Cited: 6
Tiantian Xie, Zetao Huang, Tao Tan, et al.
Ecological Informatics (2024) Vol. 82, pp. 102661-102661
Open Access | Times Cited: 6
TBM tunneling strata automatic identification and working conditions decision support
Kang Fu, Daohong Qiu, Yiguo Xue, et al.
Automation in Construction (2024) Vol. 163, pp. 105425-105425
Closed Access | Times Cited: 5
Kang Fu, Daohong Qiu, Yiguo Xue, et al.
Automation in Construction (2024) Vol. 163, pp. 105425-105425
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
Junjie Ma, Tianbin Li, Zheng Zhang, et al.
Underground Space (2024) Vol. 20, pp. 140-156
Closed Access | Times Cited: 5
Machine learning for ship heave motion prediction: Online adaptive cycle reservoir with regular jumps
Zening Chen, Xingsheng Che, Lihang Wang, et al.
Ocean Engineering (2024) Vol. 294, pp. 116767-116767
Closed Access | Times Cited: 4
Zening Chen, Xingsheng Che, Lihang Wang, et al.
Ocean Engineering (2024) Vol. 294, pp. 116767-116767
Closed Access | Times Cited: 4
Transfer component analysis-driven domain adaptation approach for estimating the life of tunnel boring machine disc cutters
Jorge Loy-Benitez, Hyun-Koo Lee, Myung Kyu Song, et al.
Tunnelling and Underground Space Technology (2024) Vol. 147, pp. 105714-105714
Closed Access | Times Cited: 4
Jorge Loy-Benitez, Hyun-Koo Lee, Myung Kyu Song, et al.
Tunnelling and Underground Space Technology (2024) Vol. 147, pp. 105714-105714
Closed Access | Times Cited: 4
Soil salinization prediction through feature selection and machine learning at the irrigation district scale
Junbo Xie, Cong Shi, Yang Liu, et al.
Frontiers in Earth Science (2025) Vol. 12
Open Access
Junbo Xie, Cong Shi, Yang Liu, et al.
Frontiers in Earth Science (2025) Vol. 12
Open Access
Monitoring dynamic behavior of bridges through wavelet transform of laser doppler vibrometer signal
Lang Fu, Zafar U. Ahmed, Dongku Kim, et al.
Journal of Civil Structural Health Monitoring (2025)
Closed Access
Lang Fu, Zafar U. Ahmed, Dongku Kim, et al.
Journal of Civil Structural Health Monitoring (2025)
Closed Access
Deep Learning Uncertainty Quantification for enhancing TBM operational predictions
Saadeldin Mostafa, Rita L. Sousa
Geodata and AI. (2025), pp. 100003-100003
Open Access
Saadeldin Mostafa, Rita L. Sousa
Geodata and AI. (2025), pp. 100003-100003
Open Access
Application of the Stacking-Ensemble Machine Learning Algorithm to Investigate the Rock Mass Cuttability Index in Different Lithological Units Using Tunnel Boring Machine Performance Data
Hanan Samadi, Jafar Hassanpour
Rock Mechanics and Rock Engineering (2025)
Closed Access
Hanan Samadi, Jafar Hassanpour
Rock Mechanics and Rock Engineering (2025)
Closed Access
A Hybrid VMD-TPE-TCN Framework for Wind Shear Prediction near an Airport Runway
Afaq Khattak, Pak Wai Chan, Feng Chen, et al.
Atmosphere (2025) Vol. 16, Iss. 4, pp. 381-381
Open Access
Afaq Khattak, Pak Wai Chan, Feng Chen, et al.
Atmosphere (2025) Vol. 16, Iss. 4, pp. 381-381
Open Access
Estimating Maximum Surface Settlement Caused by EPB Shield Tunneling Utilizing an Intelligent Approach
Tohid Moghtader, Ahmad Sharafati, Hosein Naderpour, et al.
Buildings (2023) Vol. 13, Iss. 4, pp. 1051-1051
Open Access | Times Cited: 7
Tohid Moghtader, Ahmad Sharafati, Hosein Naderpour, et al.
Buildings (2023) Vol. 13, Iss. 4, pp. 1051-1051
Open Access | Times Cited: 7
Automatic Damage Detection of Pavement through DarkNet Analysis of Digital, Infrared, and Multi-Spectral Dynamic Imaging Images
Hyungjoon Seo, Yunfan Shi, Lang Fu
Sensors (2024) Vol. 24, Iss. 2, pp. 464-464
Open Access | Times Cited: 2
Hyungjoon Seo, Yunfan Shi, Lang Fu
Sensors (2024) Vol. 24, Iss. 2, pp. 464-464
Open Access | Times Cited: 2
Dynamic prediction and multi-objective optimization on driving position of tunnel boring machine (TBM): an automated deep learning approach
Yue Pan, Ziyi Wang, Lin Sun, et al.
Acta Geotechnica (2024) Vol. 19, Iss. 8, pp. 5611-5636
Closed Access | Times Cited: 2
Yue Pan, Ziyi Wang, Lin Sun, et al.
Acta Geotechnica (2024) Vol. 19, Iss. 8, pp. 5611-5636
Closed Access | Times Cited: 2
Physics-informed and data-driven machine learning of rock mass classification using prior geological knowledge and TBM operational data
Chenhao Zhang, Yu Wang, Lei-jie Wu, et al.
Tunnelling and Underground Space Technology (2024) Vol. 152, pp. 105923-105923
Closed Access | Times Cited: 2
Chenhao Zhang, Yu Wang, Lei-jie Wu, et al.
Tunnelling and Underground Space Technology (2024) Vol. 152, pp. 105923-105923
Closed Access | Times Cited: 2
A confident learning-based support vector machine for robust ground classification in noisy label environments
Xinyue Zhang, Xiao-Ping Zhang, Honggan Yu, et al.
Tunnelling and Underground Space Technology (2024) Vol. 155, pp. 106128-106128
Closed Access | Times Cited: 2
Xinyue Zhang, Xiao-Ping Zhang, Honggan Yu, et al.
Tunnelling and Underground Space Technology (2024) Vol. 155, pp. 106128-106128
Closed Access | Times Cited: 2
Spatial Prediction and Mapping of Soil Water Content by TPE-GBDT Model in Chinese Coastal Delta Farmland with Sentinel-2 Remote Sensing Data
Dexi Zhan, Yongqi Mu, Wenxu Duan, et al.
Agriculture (2023) Vol. 13, Iss. 5, pp. 1088-1088
Open Access | Times Cited: 6
Dexi Zhan, Yongqi Mu, Wenxu Duan, et al.
Agriculture (2023) Vol. 13, Iss. 5, pp. 1088-1088
Open Access | Times Cited: 6
LightGBM integration with modified data balancing and whale optimization algorithm for rock mass classification
Long Li
Scientific Reports (2024) Vol. 14, Iss. 1
Open Access | Times Cited: 1
Long Li
Scientific Reports (2024) Vol. 14, Iss. 1
Open Access | Times Cited: 1
AI-Powered Geotechnics: Enhancing Rock Mass Classification for Safer Engineering Practices
Saadati. Ghader, Sina Javankhoshdel, Javad Mohebbi Najm Abad, et al.
Rock Mechanics and Rock Engineering (2024)
Open Access | Times Cited: 1
Saadati. Ghader, Sina Javankhoshdel, Javad Mohebbi Najm Abad, et al.
Rock Mechanics and Rock Engineering (2024)
Open Access | Times Cited: 1
A WebGIS-Based System for Supporting Saline–Alkali Soil Ecological Monitoring: A Case Study in Yellow River Delta, China
Yingqiang Song, Yinxue Pan, Meiyan Xiang, et al.
Remote Sensing (2024) Vol. 16, Iss. 11, pp. 1948-1948
Open Access | Times Cited: 1
Yingqiang Song, Yinxue Pan, Meiyan Xiang, et al.
Remote Sensing (2024) Vol. 16, Iss. 11, pp. 1948-1948
Open Access | Times Cited: 1