Yingui Qiu

3.0k total citations · 7 hit papers
38 papers, 2.4k citations indexed

About

Yingui Qiu is a scholar working on Civil and Structural Engineering, Mechanics of Materials and Mechanical Engineering. According to data from OpenAlex, Yingui Qiu has authored 38 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Civil and Structural Engineering, 24 papers in Mechanics of Materials and 16 papers in Mechanical Engineering. Recurrent topics in Yingui Qiu's work include Rock Mechanics and Modeling (23 papers), Tunneling and Rock Mechanics (21 papers) and Drilling and Well Engineering (13 papers). Yingui Qiu is often cited by papers focused on Rock Mechanics and Modeling (23 papers), Tunneling and Rock Mechanics (21 papers) and Drilling and Well Engineering (13 papers). Yingui Qiu collaborates with scholars based in China, Australia and France. Yingui Qiu's co-authors include Jian Zhou, Manoj Khandelwal, Chuanqi Li, Danial Jahed Armaghani, Shuangli Zhu, Peixi Yang, Shuai Huang, Haitao Yang, Hoang Nguyen and Saffet Yağız and has published in prestigious journals such as International Journal of Rock Mechanics and Mining Sciences, Materials and Applied Sciences.

In The Last Decade

Yingui Qiu

37 papers receiving 2.3k citations

Hit Papers

Performance evaluation of hybrid WOA-XGBoost, GWO-XGBoost... 2020 2026 2022 2024 2021 2020 2020 2020 2021 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Performance evaluation of hybrid WOA-XGBoost, GWO-XGBoost and BO-XGBoost models to predict blast-induced ground vibration
    2021 335 citations Yingui Qiu, Jian Zhou et al. profile →
  2. Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate
    2020 253 citations Jian Zhou, Yingui Qiu et al. profile →
  3. Predicting TBM penetration rate in hard rock condition: A comparative study among six XGB-based metaheuristic techniques
    2020 223 citations Jian Zhou, Yingui Qiu et al. Geoscience Frontiers profile →
  4. Estimation of the TBM advance rate under hard rock conditions using XGBoost and Bayesian optimization
    2020 203 citations Jian Zhou, Yingui Qiu et al. Underground Space profile →
  5. Developing a hybrid model of Jaya algorithm-based extreme gradient boosting machine to estimate blast-induced ground vibrations
    2021 148 citations Jian Zhou, Yingui Qiu et al. International Journal of Rock Mechanics and Mining Sciences profile →
  6. Predicting tunnel squeezing using support vector machine optimized by whale optimization algorithm
    2022 112 citations Jian Zhou, Shuangli Zhu et al. Acta Geotechnica profile →
  7. Short-term rockburst prediction in underground project: insights from an explainable and interpretable ensemble learning model
    2023 86 citations Yingui Qiu, Jian Zhou Acta Geotechnica profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Yingui Qiu China 25 1.3k 887 664 580 475 38 2.4k
Chuanqi Li China 27 1.3k 1.0× 945 1.1× 688 1.0× 511 0.9× 471 1.0× 124 2.8k
Hassan Bakhshandeh Amnieh Iran 24 1.3k 1.0× 1.2k 1.4× 848 1.3× 392 0.7× 584 1.2× 41 2.2k
Ehsan Momeni Malaysia 22 1.6k 1.2× 1.0k 1.2× 701 1.1× 702 1.2× 680 1.4× 40 2.5k
Roohollah Shirani Faradonbeh Australia 32 1.6k 1.2× 1.5k 1.7× 897 1.4× 750 1.3× 552 1.2× 63 2.7k
Xiuzhi Shi China 25 1.4k 1.1× 1.4k 1.6× 559 0.8× 430 0.7× 510 1.1× 74 2.4k
Peng Lin China 23 833 0.6× 829 0.9× 337 0.5× 375 0.6× 555 1.2× 85 1.7k
Kourosh Shahriar Iran 25 1.4k 1.1× 1.4k 1.6× 688 1.0× 879 1.5× 558 1.2× 72 2.7k
Mohsen Hajihassani Iran 30 2.4k 1.9× 1.6k 1.8× 1.0k 1.6× 695 1.2× 1.1k 2.4× 66 3.7k
Ebrahim Ghasemi Iran 22 789 0.6× 1.1k 1.2× 499 0.8× 392 0.7× 389 0.8× 55 1.6k
Majidreza Nazem Australia 29 1.8k 1.4× 792 0.9× 359 0.5× 230 0.4× 608 1.3× 91 2.8k

Countries citing papers authored by Yingui Qiu

Since Specialization
Citations

This map shows the geographic impact of Yingui Qiu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yingui Qiu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yingui Qiu more than expected).

Fields of papers citing papers by Yingui Qiu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yingui Qiu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yingui Qiu. The network helps show where Yingui Qiu may publish in the future.

Co-authorship network of co-authors of Yingui Qiu

This figure shows the co-authorship network connecting the top 25 collaborators of Yingui Qiu. A scholar is included among the top collaborators of Yingui Qiu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yingui Qiu. Yingui Qiu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Qiu, Yingui & Jian Zhou. (2025). Methodology for Constructing Explicit Stability Formulas for Hard Rock Pillars: Integrating Data-Driven Approaches and Interpretability Techniques. Rock Mechanics and Rock Engineering. 58(5). 5475–5502. 8 indexed citations
2.
Zhou, Jian, Yulin Zhang, Yingui Qiu, Kang Peng, & Manoj Khandelwal. (2025). Enhancing tunnel safety with machine learning models for ground behavior prediction. Tunnelling and Underground Space Technology. 165. 106888–106888. 1 indexed citations
3.
Qiu, Yingui, et al.. (2025). Optimizing Flyrock Forecasting in Open-Pit Blasting Using Hybrid Machine Learning Models. Rock Mechanics and Rock Engineering. 58(11). 12523–12550. 2 indexed citations
4.
Zhang, Yulin, Yingui Qiu, Danial Jahed Armaghani, Masoud Monjezi, & Jian Zhou. (2024). Enhancing rock fragmentation prediction in mining operations: A Hybrid GWO-RF model with SHAP interpretability. Journal of Central South University. 31(8). 2916–2929. 15 indexed citations
5.
Zhou, Jian, Yulin Zhang, & Yingui Qiu. (2024). State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting. Artificial Intelligence Review. 57(1). 29 indexed citations
6.
Qiu, Yingui, et al.. (2024). Evaluation and Interpretation of Blasting-Induced Tunnel Overbreak: Using Heuristic-Based Ensemble Learning and Gene Expression Programming Techniques. Rock Mechanics and Rock Engineering. 57(9). 7535–7563. 20 indexed citations
7.
Zhang, Yulin, Jian Zhou, Yingui Qiu, et al.. (2024). A Visual Survey of Tunnel Boring Machine (TBM) Performance in Tunneling Excavation: Mainstream Direction, Brief Review and Future Prospects. Applied Sciences. 14(11). 4512–4512. 9 indexed citations
8.
Zhou, Jian, et al.. (2024). Sparrow search algorithm enhanced multi-output regression for predicting rock fracture shear displacements: A metaheuristic-hybridized model. Mechanics of Advanced Materials and Structures. 32(6). 1286–1302.
9.
Qiu, Yingui, et al.. (2023). An ensemble model of explainable soft computing for failure mode identification in reinforced concrete shear walls. Journal of Building Engineering. 82. 108386–108386. 14 indexed citations
10.
Zhou, Jian, et al.. (2023). Machine learning models to predict the tunnel wall convergence. Transportation Geotechnics. 41. 101022–101022. 42 indexed citations
11.
Zhou, Jian, Chuanqi Li, Weixun Yong, et al.. (2023). Enhancing the performance of tunnel water inflow prediction using Random Forest optimized by Grey Wolf Optimizer. Earth Science Informatics. 16(3). 2405–2420. 20 indexed citations
12.
Zhou, Jian, et al.. (2023). Microseismic Location in Hardrock Metal Mines by Machine Learning Models Based on Hyperparameter Optimization Using Bayesian Optimizer. Rock Mechanics and Rock Engineering. 56(12). 8771–8788. 27 indexed citations
13.
Zhou, Jian, Peixi Yang, Pingan Peng, Manoj Khandelwal, & Yingui Qiu. (2023). Performance Evaluation of Rockburst Prediction Based on PSO-SVM, HHO-SVM, and MFO-SVM Hybrid Models. Mining Metallurgy & Exploration. 33 indexed citations
14.
Qiu, Yingui & Jian Zhou. (2023). Short-term rockburst prediction in underground project: insights from an explainable and interpretable ensemble learning model. Acta Geotechnica. 18(12). 6655–6685. 86 indexed citations breakdown →
15.
Qiu, Yingui & Jian Zhou. (2023). Short-Term Rockburst Damage Assessment in Burst-Prone Mines: An Explainable XGBOOST Hybrid Model with SCSO Algorithm. Rock Mechanics and Rock Engineering. 56(12). 8745–8770. 66 indexed citations
16.
Zhou, Jian, Shuai Huang, Tao Zhou, Danial Jahed Armaghani, & Yingui Qiu. (2022). Employing a genetic algorithm and grey wolf optimizer for optimizing RF models to evaluate soil liquefaction potential. Artificial Intelligence Review. 55(7). 5673–5705. 86 indexed citations
17.
Zhou, Jian, Shuangli Zhu, Yingui Qiu, et al.. (2022). Predicting tunnel squeezing using support vector machine optimized by whale optimization algorithm. Acta Geotechnica. 17(4). 1343–1366. 112 indexed citations breakdown →
18.
Yu, Zhi, Xiuzhi Shi, Jian Zhou, et al.. (2021). Intelligent modeling of blast-induced rock movement prediction using dimensional analysis and optimized artificial neural network technique. International Journal of Rock Mechanics and Mining Sciences. 143. 104794–104794. 25 indexed citations
19.
Zhou, Jian, Yingui Qiu, Shuangli Zhu, et al.. (2020). Estimation of the TBM advance rate under hard rock conditions using XGBoost and Bayesian optimization. Underground Space. 6(5). 506–515. 203 indexed citations breakdown →
20.
Zhou, Jian, Yingui Qiu, Danial Jahed Armaghani, et al.. (2020). Predicting TBM penetration rate in hard rock condition: A comparative study among six XGB-based metaheuristic techniques. Geoscience Frontiers. 12(3). 101091–101091. 223 indexed citations breakdown →

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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