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Yin Bo

Real-time hard-rock tunnel prediction model for rock mass classification using CatBoost integrated with Sequential Model-Based Optimization
2022 · Yin Bo, Quansheng Liu, et al. · Tunnelling and Underground Space Technology · 132
Prediction of tunnel deformation using PSO variant integrated with XGBoost and its TBM jamming application
2024 · Yin Bo, Xiaogang Guo, et al. · Tunnelling and Underground Space Technology · 71
Sensitivity analysis of fracture energies for the combined finite-discrete element method (FDEM)
2021 · Penghai Deng, Quansheng Liu, et al. · Engineering Fracture Mechanics · 69
Comparison and correlation between the laboratory, semi-theoretical and empirical methods in predicting the field excavation performance of tunnel boring machine (TBM)
2021 · Yucong Pan, Quansheng Liu, et al. · Acta Geotechnica · 39
Robust model for tunnel squeezing using Bayesian optimized classifiers with partially missing database
2023 · Yin Bo, Xing Huang, et al. · Underground Space · 38
A Novel Mixed-Mode Power Exponent Cohesive Zone Model for FDEM and Its Application to Tunnel Excavation in the Layered Rock Mass
2023 · Ping Liu, Quansheng Liu, et al. · Rock Mechanics and Rock Engineering · 29
Direct Tensile Test and FDEM Numerical Study on Anisotropic Tensile Strength of Kangding Slate
2022 · Ping Liu, Quansheng Liu, et al. · Rock Mechanics and Rock Engineering · 28
Estimating the International Roughness Index of asphalt concrete pavement by response-based testing equipment and intelligent algorithms
2024 · Shuzhan Xu, Quansheng Liu, et al. · Construction and Building Materials · 21
The Calibration of Microscopic Parameters for the 3D Finite-Discrete Element Method
2023 · Chenglei Du, Quansheng Liu, et al. · Rock Mechanics and Rock Engineering · 17
An elasto-plastic and viscoplastic damage constitutive model for dilatancy and fracturing behavior of soft rock squeezing deformation
2022 · Xing Huang, Quan-sheng Liu, et al. · Journal of Mountain Science · 17
A Novel Frictional Contact Interaction Algorithm for FDEM and Its Application in TBM Jamming
2025 · Zitao Chen, Honggan Yu, et al. · Rock Mechanics and Rock Engineering · 7
Influence of the oval hole on rock mechanical mechanism under uniaxial and biaxial compression: insights from the combined finite-discrete element method
2022 · Ping Liu, Xianqi Xie, et al. · European Journal of Environmental and Civil engineering · 6
Thrust force requirement prediction using HOA‐XGBoost for TBM tunneling in squeezing ground
2025 · Rongwen Chen, MingFu Zheng, et al. · ce/papers · 2
Rock-Machine Interaction Model in TBM Tunnels Based on Optimized Deep Learning Algorithms
2024 · Yin Bo, Min Long, et al. · International Conference on Big Data Mining and Information Processing (BDMIP) · 2
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TBM Cutter Force Prediction Based on LightGBM and Improved Whale Optimization Algorithm
2026 · Gongxing Xiang, Mingfu Zheng, et al. · International Conference on Software Engineering and Computer Applications
Integrated prediction model for rock mass grade in TBM tunnel based on meta-heuristic algorithm
2026 · Shichun Yu, Zhan Shi, et al. · International Conference on Software Engineering and Computer Applications
Deformation Prediction and Mechanical Response Analysis of the Underground Passage Induced by Foundation Pit Excavation Based on PSO-WNN
2026 · Guang Yang, Huiwang Cai, et al. · International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)
Cutterhead torque forecast of tunnel boring machine using a novel hybrid multiscale TCN-CBAM-LSTM network
2026 · Honggan Yu, Yin Bo, et al. · Rock Mechanics Bulletin
Intelligent Identification and Decision Support System for Tbm Construction Risk Synergistically Driven by Knowledge Graphs and Large Language Models
2026 · YongKun Li, Yin Bo · World Journal of Engineering Research
Advance Rate Estimation of Tbm Based on Rock Mass Classification and Data Augmentation
2023 · Honggan Yu, Quansheng Liu, et al. · SSRN Electronic Journal
Research on Early Heat of Hydration Prediction Model of Alkali-Activated Cementitious Materials Based on Neuro-Fuzzy Technique
2023 · Shuzhan Xu, Quansheng Liu, et al. · SSRN Electronic Journal
Works count: 21
Citation count: 478
H-index: 10
I10-index: 10
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