Scientific Research
Research Field
3D geological modelling and visualization, geological features recognition and extraction from 3D rock mass points cloud of slopes
Paper Publications
- Jiateng Guo,Ziming Xiong*,Juanli Zhang,Zirui Zhang,Luyuan Wang,Binbin Cheng,Tianhong Yang.Intelligent identification of rock mass discontinuities: an Attention-PointNet + + approach integrated with forward modeling.Earth Science Informatics,46(19):.[SCI JCR Q2].
- 杨长义,郭甲腾*,尹崧宇,李俊昆,谭钧泽,曹智浩.基于自适应八叉树的深度学习地质建模并行显式化采样方法.地理与地理信息科学,41(6):1-6.[中文核心期刊].
- Zirui Zhang,Jiateng Guo*,Tianhong Yang,Juanli Zhang,Binbin Cheng,Luyuan Wang,Lixin Wu.Classification and Analysis of Rock Discontinuities via a 3-D Gaussian Mixture Model Based on 3-D Point Clouds.IEEE Transactions on Geoscience and Remote Sensing,63(11):1-21.[SCI JCR Q1].
- Xulei Wang,Jiateng Guo*,Zhibin Liu,Luyuan Wang,Shibao Wen,Xin Chen,Hengbing Zhang,Guo Xu,Tao Zeng,Shaohu Fu,Lixin Wu.Rapid Implicit 3D geological modelling from a large quantity of boreholes via a divide-and-conquer strategy based on Voronoi diagrams and R-functions.Engineering Geology.[SCI JCR Q1].
- Guo Jiateng*,Zheng Yufei,Liu Zhibin,Wang Xulei,Zhang Jianqiao,Zhang Xingzhou.Pattern-Based Multiple-point Geostatistics for 3D Automatic Geological Modeling of Borehole Data.Natural Resources Research.[SCI JCR Q1].
Patents
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