研究方向

 黄杰，1992年5月生，工学博士（后），硕士研究生导师。博士毕业于重庆大学，国家公派联合培养（荷兰埃因霍芬理工大学）。赖远明院士团队成员，校内博士后合作导师为张学富教授。主要从事深地工程、智能建造、新一代信息技术、面向国家重大工程需求的研究工作。主要涉及两个方向：

（一）基于人工智能和岩体声学，实现深地工程动力灾害的实时判别和超前预警，具体研究内容：三维受载岩石断裂及声发射特征、神经网络对岩石断裂声学图像特征的注意力机制、预训练神经网络等；面向工程场景：战略性矿产开采、城市地下空间开发、核废料深地处置等；

（二）基于新一代信息技术，实现复杂危险土木工况下的智能化和无人化，具体研究内容：图像数据处理、数据结构、人工智能算法、计算机视觉及机器人组件等；面向工程场景：行业垂直AI模型、AI驱动机械控制、AI Agent等。

 团队科研经费充足，未来土木科技研究院和前沿技术交叉研究院正在建设中，可为研究生提供优良的科研平台。欢迎对上述方向感兴趣的同学咨询报考！电话：18200128920（同微信）；邮箱：jhuang@cqjtu.edu.cn

 学术成果

 [1] Song Zhenlong, Zhang ZhenGuo, Zhang Gongheng, Huang Jie, Wu Mingyang, (2022). Identifying the types of loading mode for rock fracture via convolutional neural networks. Journal of Geophysical Research: Solid Earth.

 [2] Huang Jie, Qin Chao-Zhong, Niu Yong, Li Rui, Song Zhenlong, Wang Xiaodong, (2022). A method for monitoring acoustic emissions in geological media under coupled 3-D stress and fluid flow. Journal of Petroleum Science and Engineering.

 [3] Huang Jie, Liao Zhiwei, Qianting Hu, Song Zhenlong, Wang Xiaodong, (2022). Fracture mechanism of tight sandstone under high and complex 3-D stress compression: Insights from acoustic emission. Journal of Petroleum Science and Engineering.  

 [4] Huang Jie, Qianting Hu, Qin Chao-Zhong, Song Zhenlong, Wang Xiaodong, (2022). Pre-peak acoustic emission characteristics of tight sandstone failure under true triaxial stress. Journal of Natural Gas Science and Engineering.

 [5] Huang Jie, Hu Qianting, Song Zhenlong, Zhang Gongheng, Qin Chaozhong, Wu Mingyang, Wang Xiaodong, (2021). Classification of cracking sources of different engineering media via machine learning. Fatigue & Fracture of Engineering materials & Structures.

 [6] Huang Jie, Song Zhenlong, Liao Zhiwei, Zhao Wanchun, Wang Dong, (2020). 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.

 [7] Li Jingjun, Huang Jie*, Niu Jiangang, Wan Chaojun, (2019). Mesoscopic study on axial compressive damage of steel fiber reinforced lightweight aggregate concrete. Construction and Building Materials.