
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:
Predicting TBM penetration rate in hard rock condition: A comparative study among six XGB-based metaheuristic techniques
Jian Zhou, Yingui Qiu, Danial Jahed Armaghani, et al.
Geoscience Frontiers (2020) Vol. 12, Iss. 3, pp. 101091-101091
Open Access | Times Cited: 229
Jian Zhou, Yingui Qiu, Danial Jahed Armaghani, et al.
Geoscience Frontiers (2020) Vol. 12, Iss. 3, pp. 101091-101091
Open Access | Times Cited: 229
Showing 1-25 of 229 citing articles:
Performance evaluation of hybrid WOA-XGBoost, GWO-XGBoost and BO-XGBoost models to predict blast-induced ground vibration
Yingui Qiu, Jian Zhou, Manoj Khandelwal, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 4145-4162
Closed Access | Times Cited: 302
Yingui Qiu, Jian Zhou, Manoj Khandelwal, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 4145-4162
Closed Access | Times Cited: 302
Slope stability prediction using ensemble learning techniques: A case study in Yunyang County, Chongqing, China
Wengang Zhang, Hongrui Li, Liang Han, et al.
Journal of Rock Mechanics and Geotechnical Engineering (2022) Vol. 14, Iss. 4, pp. 1089-1099
Open Access | Times Cited: 176
Wengang Zhang, Hongrui Li, Liang Han, et al.
Journal of Rock Mechanics and Geotechnical Engineering (2022) Vol. 14, Iss. 4, pp. 1089-1099
Open Access | Times Cited: 176
Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning
Shaokang Hou, Yaoru Liu, Qiang Yang
Journal of Rock Mechanics and Geotechnical Engineering (2021) Vol. 14, Iss. 1, pp. 123-143
Open Access | Times Cited: 158
Shaokang Hou, Yaoru Liu, Qiang Yang
Journal of Rock Mechanics and Geotechnical Engineering (2021) Vol. 14, Iss. 1, pp. 123-143
Open Access | Times Cited: 158
Developing a hybrid model of Jaya algorithm-based extreme gradient boosting machine to estimate blast-induced ground vibrations
Jian Zhou, Yingui Qiu, Manoj Khandelwal, et al.
International Journal of Rock Mechanics and Mining Sciences (2021) Vol. 145, pp. 104856-104856
Open Access | Times Cited: 149
Jian Zhou, Yingui Qiu, Manoj Khandelwal, et al.
International Journal of Rock Mechanics and Mining Sciences (2021) Vol. 145, pp. 104856-104856
Open Access | Times Cited: 149
Automated Recognition Model of Geomechanical Information Based on Operational Data of Tunneling Boring Machines
Haiqing Yang, Kanglei Song, Jiayuan Zhou
Rock Mechanics and Rock Engineering (2022) Vol. 55, Iss. 3, pp. 1499-1516
Closed Access | Times Cited: 144
Haiqing Yang, Kanglei Song, Jiayuan Zhou
Rock Mechanics and Rock Engineering (2022) Vol. 55, Iss. 3, pp. 1499-1516
Closed Access | Times Cited: 144
Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm
Jiandong Huang, Yuantian Sun, Junfei Zhang
Engineering With Computers (2021) Vol. 38, Iss. 4, pp. 3151-3168
Closed Access | Times Cited: 123
Jiandong Huang, Yuantian Sun, Junfei Zhang
Engineering With Computers (2021) Vol. 38, Iss. 4, pp. 3151-3168
Closed Access | Times Cited: 123
Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
Wengang Zhang, Hongrui Li, Libin Tang, et al.
Acta Geotechnica (2022) Vol. 17, Iss. 4, pp. 1367-1382
Closed Access | Times Cited: 113
Wengang Zhang, Hongrui Li, Libin Tang, et al.
Acta Geotechnica (2022) Vol. 17, Iss. 4, pp. 1367-1382
Closed Access | Times Cited: 113
Predicting tunnel squeezing using support vector machine optimized by whale optimization algorithm
Jian Zhou, Shuangli Zhu, Yingui Qiu, et al.
Acta Geotechnica (2022) Vol. 17, Iss. 4, pp. 1343-1366
Closed Access | Times Cited: 111
Jian Zhou, Shuangli Zhu, Yingui Qiu, et al.
Acta Geotechnica (2022) Vol. 17, Iss. 4, pp. 1343-1366
Closed Access | Times Cited: 111
Employing a genetic algorithm and grey wolf optimizer for optimizing RF models to evaluate soil liquefaction potential
Jian Zhou, Shuai Huang, Tao Zhou, et al.
Artificial Intelligence Review (2022) Vol. 55, Iss. 7, pp. 5673-5705
Closed Access | Times Cited: 95
Jian Zhou, Shuai Huang, Tao Zhou, et al.
Artificial Intelligence Review (2022) Vol. 55, Iss. 7, pp. 5673-5705
Closed Access | Times Cited: 95
Efficient time-variant reliability analysis of Bazimen landslide in the Three Gorges Reservoir Area using XGBoost and LightGBM algorithms
Wengang Zhang, Chongzhi Wu, Libin Tang, et al.
Gondwana Research (2022) Vol. 123, pp. 41-53
Closed Access | Times Cited: 93
Wengang Zhang, Chongzhi Wu, Libin Tang, et al.
Gondwana Research (2022) Vol. 123, pp. 41-53
Closed Access | Times Cited: 93
Forecasting tunnel boring machine penetration rate using LSTM deep neural network optimized by grey wolf optimization algorithm
Arsalan Mahmoodzadeh, Hamid Reza Nejati, Mokhtar Mohammadi, et al.
Expert Systems with Applications (2022) Vol. 209, pp. 118303-118303
Closed Access | Times Cited: 81
Arsalan Mahmoodzadeh, Hamid Reza Nejati, Mokhtar Mohammadi, et al.
Expert Systems with Applications (2022) Vol. 209, pp. 118303-118303
Closed Access | Times Cited: 81
Deep learning methods for time-dependent reliability analysis of reservoir slopes in spatially variable soils
Lin Wang, Chongzhi Wu, Zhiyong Yang, et al.
Computers and Geotechnics (2023) Vol. 159, pp. 105413-105413
Closed Access | Times Cited: 71
Lin Wang, Chongzhi Wu, Zhiyong Yang, et al.
Computers and Geotechnics (2023) Vol. 159, pp. 105413-105413
Closed Access | Times Cited: 71
Data-driven multi-output prediction for TBM performance during tunnel excavation: An attention-based graph convolutional network approach
Yue Pan, Xianlei Fu, Limao Zhang
Automation in Construction (2022) Vol. 141, pp. 104386-104386
Closed Access | Times Cited: 70
Yue Pan, Xianlei Fu, Limao Zhang
Automation in Construction (2022) Vol. 141, pp. 104386-104386
Closed Access | Times Cited: 70
A multi-stage data augmentation and AD-ResNet-based method for EPB utilization factor prediction
Honggan Yu, Hao Sun, Jianfeng Tao, et al.
Automation in Construction (2023) Vol. 147, pp. 104734-104734
Closed Access | Times Cited: 51
Honggan Yu, Hao Sun, Jianfeng Tao, et al.
Automation in Construction (2023) Vol. 147, pp. 104734-104734
Closed Access | Times Cited: 51
Digital twin enabled real-time advanced control of TBM operation using deep learning methods
Limao Zhang, Guo Jing, Xianlei Fu, et al.
Automation in Construction (2023) Vol. 158, pp. 105240-105240
Closed Access | Times Cited: 41
Limao Zhang, Guo Jing, Xianlei Fu, et al.
Automation in Construction (2023) Vol. 158, pp. 105240-105240
Closed Access | Times Cited: 41
Multi-objective Optimization of SUS430C Steel Turning Process Using Hybrid Machine Learning and Evolutionary Algorithm Approach
Nguyen Van-Canh, Nguyen Anh-Thang, Pham Ngoc-Linh, et al.
Results in Engineering (2025), pp. 104233-104233
Open Access | Times Cited: 1
Nguyen Van-Canh, Nguyen Anh-Thang, Pham Ngoc-Linh, et al.
Results in Engineering (2025), pp. 104233-104233
Open Access | Times Cited: 1
Comparison of machine learning methods for ground settlement prediction with different tunneling datasets
Libin Tang, SeonHong Na
Journal of Rock Mechanics and Geotechnical Engineering (2021) Vol. 13, Iss. 6, pp. 1274-1289
Open Access | Times Cited: 101
Libin Tang, SeonHong Na
Journal of Rock Mechanics and Geotechnical Engineering (2021) Vol. 13, Iss. 6, pp. 1274-1289
Open Access | Times Cited: 101
A novel approach for classification of soils based on laboratory tests using Adaboost, Tree and ANN modeling
Binh Thai Pham, Manh Duc Nguyen, T. Nguyen‐Thoi, et al.
Transportation Geotechnics (2020) Vol. 27, pp. 100508-100508
Closed Access | Times Cited: 100
Binh Thai Pham, Manh Duc Nguyen, T. Nguyen‐Thoi, et al.
Transportation Geotechnics (2020) Vol. 27, pp. 100508-100508
Closed Access | Times Cited: 100
Prediction of blasting mean fragment size using support vector regression combined with five optimization algorithms
Enming Li, Fenghao Yang, Meiheng Ren, et al.
Journal of Rock Mechanics and Geotechnical Engineering (2021) Vol. 13, Iss. 6, pp. 1380-1397
Open Access | Times Cited: 100
Enming Li, Fenghao Yang, Meiheng Ren, et al.
Journal of Rock Mechanics and Geotechnical Engineering (2021) Vol. 13, Iss. 6, pp. 1380-1397
Open Access | Times Cited: 100
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms
Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, et al.
Computers and Electronics in Agriculture (2021) Vol. 191, pp. 106541-106541
Closed Access | Times Cited: 94
Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, et al.
Computers and Electronics in Agriculture (2021) Vol. 191, pp. 106541-106541
Closed Access | Times Cited: 94
Performance evaluation of hybrid GA–SVM and GWO–SVM models to predict earthquake-induced liquefaction potential of soil: a multi-dataset investigation
Jian Zhou, Shuai Huang, Mingzheng Wang, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 4197-4215
Closed Access | Times Cited: 91
Jian Zhou, Shuai Huang, Mingzheng Wang, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 4197-4215
Closed Access | Times Cited: 91
Machine learning-based classification of rock discontinuity trace: SMOTE oversampling integrated with GBT ensemble learning
Jiayao Chen, Hongwei Huang, Anthony G. Cohn, et al.
International Journal of Mining Science and Technology (2021) Vol. 32, Iss. 2, pp. 309-322
Open Access | Times Cited: 91
Jiayao Chen, Hongwei Huang, Anthony G. Cohn, et al.
International Journal of Mining Science and Technology (2021) Vol. 32, Iss. 2, pp. 309-322
Open Access | Times Cited: 91
A novel systematic and evolved approach based on XGBoost-firefly algorithm to predict Young’s modulus and unconfined compressive strength of rock
Jing Cao, Juncheng Gao, Hima Nikafshan Rad, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 3829-3845
Closed Access | Times Cited: 89
Jing Cao, Juncheng Gao, Hima Nikafshan Rad, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 3829-3845
Closed Access | Times Cited: 89
Proposing several hybrid PSO-extreme learning machine techniques to predict TBM performance
Jie Zeng, Bishwajit Roy, Deepak Kumar, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 3811-3827
Closed Access | Times Cited: 88
Jie Zeng, Bishwajit Roy, Deepak Kumar, et al.
Engineering With Computers (2021) Vol. 38, Iss. S5, pp. 3811-3827
Closed Access | Times Cited: 88
Predicting the sorption efficiency of heavy metal based on the biochar characteristics, metal sources, and environmental conditions using various novel hybrid machine learning models
Bo Ke, Hoang Nguyen, Xuan-Nam Bui, et al.
Chemosphere (2021) Vol. 276, pp. 130204-130204
Closed Access | Times Cited: 82
Bo Ke, Hoang Nguyen, Xuan-Nam Bui, et al.
Chemosphere (2021) Vol. 276, pp. 130204-130204
Closed Access | Times Cited: 82