Biography
2016.4 – Now, South China University of Technology, Civil Engineering and Transportation, Associate Professor 2014.7 – 2015.12, Ninyo & Moore Geotechnical & Environmental Engineering Consulting Company, Senior Staff Engineer, Project Manager 2013.5– 2014.7 University of Arizona, Postdoctoral research assistant
Education
2013.5– 2014.7 University of Arizona, Postdoctoral research assistant
Research focus：Fracture Mechanics，Discrete element method (DEM) analysis of rock behavior，Bio-enhancement of geopolymer cementitious material; 2009.8– 2013.5 University of Arizona, Civil engineering, Doctoral Degree
Research Focus：3-D multi-scale characterization and investigation of rock fractures，Discrete element method (DEM) analysis of rock behavior，Development of Rock Expert System (RES) for evaluation of rock properties; 2006.9– 2009.3 Tongji University，Tunnel and underground engineering，Master Degree
Research Focus: 3D digital mining and geographic information system, metadata model for high-level radioactive waste geological disposal;
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Research Areas
Big data analysis in geotechnical engineering; 3-D multi-scale characterization and investigation of rock; Fracture Mechanics, Discrete element method (DEM) Modeling; Tunnel and Underground Engineering, Slope Engineering; Digital Underground Space and Engineering, Rock Expert System, 3D Geology Modeling;
Courses Taught
Civil Engineering English Class: Soil Mechanics, Rock Mechanics, Rock Slope Engineering Civil Engineering, Intelligent Construction: Engineering Big Data Analysis and Application I, Soil Mechanics, Foundation Engineering, Rock Mechanics, Underground Building Structures, Graduate Rock Mechanics
Selected Publications
- Ding, Xiaobin*;Yuan, Linxuan;Huang, Weiran,Predicting Cutter Wear in Shield Tunneling Construction Using Machine Learning: A Case Study from Chunfeng Road Tunnel Project in China,2025
- Yuan, Linxuan;Ding, Xiaobin*;Xie, Arnold Yuxuan;Huang, Weiran,Data-driven disc cutter wear prediction for shield tunneling in complex strata: model comparison and interpretation,Engineering Applications of Artificial Intelligence,2025
- Xie, Arnold Yuxuan;Ding, Xiaobin*;Chen, Rui;Li, Bing Q.,Quantifying the effect of inter-granular interlock on pre-peak micro- and macro- fracture mechanisms in rock-like specimens using 3D discrete element method simulation,Powder Technology,2025
- Ding Xiaobin;Yuan Linxuan;Yang Huitai;Ren Xufeng,基于深度学习的滚刀磨损预测模型对比,Journal of Tongji University(Natural Science),2025
- Zhao, Junxing;Ding, Xiaobin*,Predicting tunnel boring machine performance with the Informer model: a case study of the Guangzhou Metro Line project,Journal of Zhejiang University-Science A(Applied Physics & Engineering),2025
- 赵君行;丁小彬,利用Informer模型预测隧道掘进机性能：广州地铁项目案例研究（英文）,Journal of Zhejiang University-Science A(Applied Physics & Engineering),2025
- 丁小彬;赵君行;董耀俊,循环荷载作用下预制缺陷对花岗岩动力特性的影响研究,合肥工业大学学报(自然科学版),2025
- Ding, Xiaobin;Zhao, Junxing;Dong, Yaojun,Dynamic Properties and Dynamic Response Model of Jointed Granites by Cyclic Loading,Advances in Civil Engineering,2024
- Ding, Xiaobin;Yang, Huitai;Shi, Yu,Formation Factor Analysis and Evaluation Model Construction of Mud Cake on EPB Cutterhead,Journal of South China University of Technology(Natural Science Edition),2024
- Ding, Xiaobin;Xie, Yuxuan;Shi, Yu,Crack Extension Analysis of Rock-Like Material Based on the Improved Contact Model,Journal of South China University of Technology(Natural Science Edition),2024
- 丁小彬;谢宇轩;施钰,基于改进接触模型的类岩石材料裂纹扩展分析,华南理工大学学报(自然科学版),2024
- 丁小彬;谢宇轩;薛皓文;黄威然,基于神经网络的盾构滚刀磨损量预测方法探讨,地下空间与工程学报,2023
- Ding, Xiaobin;Xie, Arnold Yuxuan;Yang, Huitai;Li, Shijia,Quantifying Multifactor Effects on Mud Cake Formation Risk for a Tunnel Boring Machine with the Analytical Hierarchy Process,Buildings,2023
- 丁小彬;赵君行;董耀俊,循环荷载下花岗岩动力响应及本构模型,郑州大学学报(工学版),2023
- 丁小彬;谢宇轩;薛皓文;李世佳,基于神经网络算法的滚刀磨损量预测方法,郑州大学学报(工学版),2023
- Ding, Xiaobin;Zhao, Junxing;Dong, Yaojun;Zhou, Mi,A Thorough Investigation of the Dynamic Properties of Granite under Cyclic Loading,Applied Sciences-Basel,2023
- Ding, Xiaobin;Ren, Xufeng;Han, Donglin,Mechanical performance evaluation of operating shield tunnel segment under different ovality induced by underlying tunnel construction,2023
- Xiaobin Ding;Yuxuan Xie;Haowen Xue;Weiran Huang,Investigation of Quantitative Prediction of TBM Disc Cutter Wear by ANN,Chinese Journal of Underground Space and Engineering,2023
- Xiaobin Ding;Kunhua Wei;Dong Zou;Yu Shi;Jie Shen,基于多源参数分析的土压平衡盾构泥饼形成风险评估模型,China Civil Engineering Journal,2022
- Zhou, Mi;Han, Yuwei;Zhang, Xihong;Ding, Xiaobin,The scale effect on the failure mechanism and penetration resistance of caisson piling in clay,Acta Geotechnica,2022
- Ding, Xiaobin;Xie, Yuxuan;Xue, Haowen;Chen, Rui,A new approach for developing EPB-TBM disc cutter wear prediction equations in granite stratum using backpropagation neural network,Tunnelling and Underground Space Technology,2022
- Ding Xiaobin;Li Kang;Xie Yuxuan;Liu Shuzhuo,Face stability analysis of large shield-driven tunnel in rock-soil interface composite formations,Underground Space,2022
- Ding Xiaobin;Xie Yuxuan;Xue Haowen;Chen Rui,A new approach for developing EPB-TBM disc cutter wear prediction equations in granite stratum using backpropagation neural network,Tunnelling and Underground Space Technology incorporating Trenchless Technology Research,2022
- 丁小彬;谢宇轩;薛皓文;李世佳,基于神经网络算法的滚刀磨损量预测方法,郑州大学学报(工学版),2022
- 丁小彬;薛皓文;姚润樾,综合管廊橡胶密封垫截面形式对装配力影响分析,科技通报,2021
- Ding, Xiaobin;Shi, Yu;Chen, Rui;Zhou, Mi,Friction anlysis of large diameter steel cylinder penetration process using 3D-DEM,Granular Matter,2021
- 丁小彬;韩东霖,运营盾构隧道不同椭圆度变形情况下受力性能分析,现代隧道技术,2021
- 丁小彬;董耀俊,基于正态分布理论的盾构掘进参数预警值的分析与计算,科技通报,2021
- Ding, Xiaobin;Shi, Yu;Chen, Rui,Side friction of large diameter steel cylinder simulated using DEM,2020
- 丁小彬;施钰;陈俊生,基于三维离散元的大直径钢圆筒下沉侧摩阻力,华南理工大学学报(自然科学版),2020
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