宋真龙

副研究员 理学院

教育经历

2009/09-2013/06 湖南科技大学,能源与安全工程学院,采矿工程,本科.

2013/09-2019/06 重庆大学,资源及环境科学学院,矿业工程,博士研究生,导师:尹光志教授.

2017/08-2019/04 莫纳什大学,土木工程系,联合培养博士生,导师: Ranjith P. G.教授

工作经历

2019/07-2021/08 南方科技大学,地球与空间科学系,博士后

2021/09-2021/12 企知道网络技术有限公司,算法智能部,人工智能算法工程师

2022/01-至今 南方科技大学,地球与空间科学系,研究助理教授

主持项目

[1] 国家自然科学基金青年项目:考虑真三维应力影响的高压流体激活断层研究(编号:42004036),负责人

[2] 博士后特别资助项目:基于声发射和深度学习的流体激活断层机理研究(编号:2021T140639),负责人

[3] 广东省青年创新项目:基于神经网络的岩石材料破裂过程研究(编号: 2019KQNCX131),负责人

[4] 东北石油大学教育部重点实验室开放项目:考虑页岩储层特性的压裂裂缝扩展行为模拟,负责人

[5] 重庆市研究生科研创新项目:真三轴应力条件下岩石强度、渗流与损伤关系研究(编号:CYB16030), 负责人

获奖情况

教育部科学技术进步一等奖

四川省科学技术成果完成者

个人简介

研究领域

1) 岩石强度理论

2) 声发射技术应用

3) 多孔介质流固耦合

4) 人工智能技术在地震学中的应用


学术成果 查看更多

[1] Song Z, Zhang Z, Zhang G, et al. Identifying the Types of Loading Mode for Rock Fracture via Convolutional Neural Networks. Journal of Geophysical Research: Solid Earth, 2022: e2021JB022532.

[2] Song Z, Zhang Z, Ranjith P G, et al. Experimental study on the influence of hydrostatic stress on the Lode angle effect of porous rock. International Journal of Mining Science and Technology, 2022.

[3] Wanchun Zhao, Zhizhang Wang, Zhenlong Song*, P. G. Ranjith, Hui Zhang & Tingting Wang. Experimental exploration of damage propagation in rocks using acoustic emission, Bulletin of Engineering Geology and the Environment, 2021. https://doi.org/10.1007/s10064-021-02325-z

[4] Jie Huang, Qianting Hu, Zhenlong Song*, Gongheng Zhang, Chao-Zhong Qin, Mingyang Wu, Xiaodong Wang. Classification of cracking sources of different engineering media via machine learning, Fatigue & Fracture of Engineering Materials & Structures, 2021. https://doi.org/10.1111/ffe.13528

[5] Mingyang Wu, Wensong Wang, Zhenlong Song*, Bo Liu, Chundi Feng. Exploring the influence of heterogeneity on hydraulic fracturing based on the combined finite–discrete method..  Engineering Fracture Mechanics. https://doi.org/10.1016/j.engfracmech.2021.107835

[6] Huang, J., Song, Z.*, Liao, Z., Zhao, W., & Wang, D. Quantification of cracks and the evolution of permeability for reservoir rock under coupled THM: equipment development and experimental research. Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 2020, 6(4). https://doi.org/10.1007/s40948-020-00187-5 ISSN:2363-8419

[7] Hui Zhang, Zhizhang Wang, Zhenlong Song*, Yuzhu Zhang, Tingting wang, Wanchun Zhao,”Acoustic Emission Characteristics of Different Brittle Rocks and its Application in Brittleness Evaluation”,Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 7, 48 (2021). https://doi.org/10.1007/s40948-021-00246-5 ISSN:2363-8419

[8] Chao Liu*, Zhenlong Song*, Dongming Zhang, Honggang Zhao. “Mechanical Response of Permeability Evolution to Anisotropic Structure of Reservior Rock Under True Triaxial Stress Path”, Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 2021. ISSN:2363-8419

[9] Song ZL, Yin GZ, Ranjith P, Li M, Huang J, Liu C. Influence of the Intermediate Principal Stress on Sandstone Failure[J]. Rock Mechanics and Rock Engineering, 2019: 1-14.(SCI期刊,JCR Q1,中科院2区)

[10] Song ZL, Li M, Yin GZ, Ranjith P, Zhang D, Liu C. Effect of Intermediate Principal Stress on the Strength, Deformation, and Permeability of Sandstone[J]. Energies, 2018, 11(10): 2694-2705.

[11] Song ZL, Yin GZ, Shang D, & Li, M. Research on the impact of principle stress ratio on geological disaster. In GeoProc 2017 Book of Abstracts: 6th International Conference on Coupled THMC Processes in Geosystems (p. 164). At Ecole des Ponts ParisTech Paris, France, 2017, 7.

[12] Song ZL, Li M, Yin GZ, Ranjith P, Liu C. Rock Strength Criterion Considering the Effect of Hydrostatic Stress on Lode Angle Effect[J]. Energy Science & Engineering

[13] 宋真龙, 韩佩博, 李文璞, 尹光志, 李铭辉, 康向涛. 瓦斯对冲击性煤样能量耗散的影响[J]. 煤炭学报, 2015, 40(4): 843-849.(EI核心期刊)

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南山区学苑大道1088号 南方科技大学 创园9栋

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songzl@sustech.edu.cn

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