Scientific Research
Research Field
3D geological modelling and visualization, geological features recognition and extraction from 3D rock mass points cloud of slopes
Paper Publications
- Weijia Wang,Jiateng Guo*,Binbin Cheng,Zirui Zhang,Tianhong Yang.High-efficiency reconstruction and discontinuity extraction of rock mass outcrops via Planar-based 3D Gaussian Splatting and Triangle-Wise Clustering.International Journal of Rock Mechanics and Mining Sciences,207.[SCI JCR Q1].
- Zirui Zhang,Jiateng Guo*,Tianhong Yang,Binbin Cheng,Penghai Zhang,Lijie Liu.A new unstable block identification method using deterministic discrete fracture networks for rockfall hazard assessment in open-pit mines.Engineering Geology,371.[SCI JCR Q1].
- Zhibin Liu,Jiateng Guo*,Yuxin Peng,Zirui Zhang,Xulei Wang,Hongwei Li,Liangkai Cheng,Kangning Li.Bridging the visual-computational gap: transforming UAV reality meshes into volumetric geological models via explicit-implicit integration.International Journal of Applied Earth Observation and Geoinformation,151.[Journal paper].
- Liu Zhibin,Guo Jiateng*,Wang Xulei,Wang Luyuan,Zhang Jianqiao,Zhang Xingzhou,Wu Lixin.An implicit storage method for 3D geological models supporting multiscale modelling and cross-sectional analysis.Computers & Geosciences,214.[Journal paper].
- Guo Jiateng*,Gao Long,Xiong Ziming,Wang Luyuan,Wang Xulei,Liu Zhibin,Liu Yiming.A Method for Integrated Explicit and Implicit Regional Modeling of Fold Structures Combining NURBS and HRBF Based on the Constraints of Fold Elements.Mathematical Geosciences,2026.[Journal paper].
- Jiateng Guo*,Juanli Zhang,Ziming Xiong,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):.[Journal paper].
Patents
Published Books
Research Projects
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MOBILE Version