十篇代表性学术论文:
[1] Qi Ge, Jin Li, Suzanne Lacasse, Hongyue Sun*, Zhongqiang Liu*. Data-augmented landslide displacement prediction using generative adversarial network. Journal of Rock Mechanics and Geotechnical Engineering, 2024, 16: 4017–4033. (Top, 岩土与地质领域T1 & JCR Q1, IF=9.4)
[2] Qi Ge, Jin Li, Xiaohong Wang, Yiyan Deng, Keying Zhang, Hongyue Sun*. LiteTransNet: An interpretable approach for landslide displacement prediction using transformer model with attention mechanism. Engineering Geology, 2024, 331: 107446. (Top, 岩土与地质领域T1 & JCR Q1, IF=6.9)
[3] Qi Ge, Zhongqiang Liu, Xiaohong Wang, Xu Wang, Hongyue Sun*. A comparative evaluation of clustering methods and data sampling techniques in the prediction of reservoir landslide deformation state. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 2024, 18: 954–970. (地球科学领域T2 & JCR Q1, IF=6.8)
[4] Qi Ge, Hongyue Sun*, Zhongqiang Liu*, Beibei Yang, Suzanne Lacasse, Farrokh Nadim. A novel approach for displacement interval forecasting of landslides with step-like displacement pattern. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 2022, 16: 489–503. (地球科学领域T2 & JCR Q1, IF=6.8)
[5] Qi Ge, Yijie Xia, Junwei Shu, Jin Li, Hongyue Sun*. Explainable Ensemble Learning Approaches for Predicting the Compression Index of Clays. Journal of Marine Science and Engineering, 2024, 12: 1701. (地球科学领域T2& JCR Q1)
[6] Qi Ge, Zhongqiang Liu, Hongyue Sun*, Dominik Lang, Feixiang Shuai, Yuequan Shang, Yingqiu Zhang. Robust design of self-starting drains using Random Forest. Journal of Mountain Science, 2021, 18: 973–989. (岩土与地质领域T3 & JCR Q3)
[7] Xiaohong Wang, Qi Ge*, Weijiang Chu, Ning Liu, Jingyong Wang. A comparative study on the influences of fracture intersections on the prediction of rock mass permeability. Physics of Fluids, 2024, 36: 046609. (军工技术领域T2 & JCR Q1)
[8] 葛琦, 吕诚成, 吴显, 孙红月. 基于季节性温度变化的波动型边坡锚索预应力定量预测研究. 岩石力学与工程学报, 2018, 37: 4245–4251. (岩土与地质领域T1)
[9] 葛琦, 汪东飞, 孙红月, 帅飞翔, 陈中轩, 徐浩迪. 基于动态空间面板模型的填方路基边坡坡面位移预测. 工程地质学报, 2019, 27: 367–375. (岩土与地质领域T1)
[10] 徐毅青, 邓绍玉, 葛琦*. 锚索预应力初期与长期损失的预测模型研究. 岩土力学, 2020, 41: 1663–1669. (岩土与地质领域T1)
十项代表性知识产权:
[1] 基于加性解释算法的滑坡变形影响因素筛选软件V1.0,2023SR0397068,软件著作权
[2] 基于DBSCAN的阶跃型滑坡变形状态识别软件 V1.0,2023SR0350686,软件著作权
[3] 基于重采样技术的库岸滑坡非平衡数据分类软件 V1.0,2023SR0405047,软件著作权
[4] 一种边坡坡面植被覆盖率测量方法、装置及相关组件,CN116433596A,发明专利
[5] 一种滑坡位移预测方法、装置及相关组件,CN116306277A,发明专利
[6] 一种增压启动虹吸排水的装置及方法,CN110984197A,发明专利
[7] 一种防止坡体虹吸排水失效的自动补水装置及控制方法,CN117721784A,发明专利
[8] 逆推法模拟海底滑坡冲击管道模型试验装置及试验方法,CN118130231A,发明专利
[9] 测定刀盘界面起始减黏含水率的取样装置与取样方法,CN114577512A,发明专利
[10] 一种螺旋排土驱动鱼雷锚的装置与方法,CN114435539A,发明专利