个人简介
丁小彬，博士，副教授，博士生导师，美国注册土木工程师（Professional Engineer），土木工程学会隧道及地下工程分会理事、中国岩石力学与工程学会动力学专委会委员。2006年同济大学土木工程学院本科毕业，保送本校硕士研究生；2009年同济大学隧道与地下建筑工程研究生毕业，获得美国亚利桑那大学（University of Arizona）土木工程与力学系博士全额奖学金资助，专业为岩土及地下建筑工程，2013年5月完成博士论文答辩。毕业后在亚利桑那大学（University of Arizona）从事博士后研究，并于2014年7月出站。之后加入了美国西南最大的岩土工程咨询公司Ninyo & Moore Geotechnical Engineering Consultants从事岩土工程设计、地质勘查与项目管理工作，任高级工程师、项目经理。2015年底回国加入华南理工大学土木与交通学院。目前研究方向主要为岩土工程大数据分析，三维离散元颗粒流接触模型，以及数字岩土工程等方面。这些方向尤其是岩石和岩体多尺度研究为国际岩石力学前沿方向，数字岩土工程是国家住建部大力扶持的新研究领域。目前作为项目负责人和参与人，负责多项国家自然科学金工作，熟悉美国与中国土木工程行业和科研发展，欢迎有志于从事岩土工程，地下建筑结构的研究生报考！
教育经历
2013.5– 2014.7 University of Arizona（美国亚利桑那大学）助理研究员，博士后
研究方向：Fracture Mechanics，Discrete element method (DEM) analysis of rock behavior，Bio-enhancement of geopolymer cementitious material 2009.8– 2013.5 University of Arizona（美国亚利桑那大学）土木工程，博士学位
研究方向：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 同济大学，隧道及地下建筑工程，硕士学位
研究方向：三维数字矿山与地理信息系统，高放废物地质处置元数据模型研究 2002.9 – 2006.7 同济大学，土木工程，本科
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招生信息
专业学位硕导，土木与交通学院，085900，土木水利，建筑与土木工程 专业学位硕导，土木与交通学院，125600，工程管理 学术型硕导，土木与交通学院，081400，土木工程，岩土工程
工作经历
- 2016.4~至今,华南理工大学
- 2016-05,华南理工大学
- 2014.7~2015.12,Ninyo & Moore Geotechnical & Environmental Engineering Consulting
- 2014-07~2015-11,Ninyo & Moore Geotechnical Consulting Company
- 2013.5~2014.7,University of Arizona
- 2013-05~2014-07,University of Arizona
研究领域
岩土工程大数据分析 Big data analysis in geotechnical engineering； 多尺度岩石力学3-D multi-scale characterization and investigation of rock； 岩石力学与离散元（断裂力学Fracture Mechanics，离散元颗粒流模型 Discrete element method (DEM) Modeling）； 隧道与地下工程（Tunnel and Underground Engineering）,边坡工程（Slope Engineering）； 数字地下空间与工程Digital Underground Space and Engineering（岩石智能专家信息系统 Rock Expert System，三维地质模型3D Geology Modeling）
论文
- 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
出版专著和教材
- 工程岩石力学,武汉理工大学出版社,2021-03-01
专利
- 丁小彬;潘卫东;曾令江;詹勋庆;毕超豪;邹伟煜;杨辉泰;任续锋,一种用于综合管廊接驳口的预制接头,2022107572843,2023-03-28
- 丁小彬;董耀俊;黄威然;李世佳;陈俊生;施钰;薛皓文;谢宇轩;朱六兵,一种土压平衡盾构出渣量预估与校正方法,202111459641X,2022-06-14
- 丁小彬;岳川;施钰;朱六兵;叶剑平;石超;董耀俊;薛皓文;韩东霖;陈俊生,一种用于盾构法施工超前注浆加固装置,2020232965288,2021-12-07
- 丁小彬;施钰;董耀俊;薛皓文,一种土压平衡盾构结泥饼风险评价方法,2021105998334
- 丁小彬;杨辉泰;魏坤华;施钰;李世佳;任续锋;罗昌军,土压平衡盾构机刀盘结泥饼的风险预测系统及方法,202310818156X
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