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A hybrid ensemble-based automated deep learning approach to generate 3D geo-models and uncertainty analysis
There is an increasing interest in creating high-resolution 3D subsurface geo-models using
multisource retrieved data, ie, borehole, geophysical techniques, geological maps, and rock …
multisource retrieved data, ie, borehole, geophysical techniques, geological maps, and rock …
Artificial intelligence models to generate visualized bedrock level: a case study in Sweden
Assessment of the spatial distribution of bedrock level (BL) as the lower boundary of soil
layers is associated with many uncertainties. Increasing our knowledge about the spatial …
layers is associated with many uncertainties. Increasing our knowledge about the spatial …
An automated method to build 3D multi-scale geological models for engineering sedimentary layers with stratum lenses
G Ji, Q Wang, X Zhou, Z Cai, J Zhu, Y Lu - Engineering Geology, 2023 - Elsevier
Automatically building three-dimensional (3D) engineering geological models of
sedimentary layer is still challenging. In particular, there is a lack of practical and scientific …
sedimentary layer is still challenging. In particular, there is a lack of practical and scientific …
A statistics-based discrete element modeling method coupled with the strength reduction method for the stability analysis of jointed rock slopes
The stability of jointed rock slopes can be effectively analyzed using the discrete element
method (DEM). However, the criteria for terminating the DEM iterative calculation process …
method (DEM). However, the criteria for terminating the DEM iterative calculation process …
An equivalent discontinuous modeling method of jointed rock masses for DEM simulation of mining-induced rock movements
Abstract The Discrete Element Method (DEM) is of obvious and inherent advantages in
simulating large displacements and discontinuous deformations of rock masses, and thus is …
simulating large displacements and discontinuous deformations of rock masses, and thus is …
Summary on several key techniques in 3D geological modeling
Several key techniques in 3D geological modeling including planar mesh generation,
spatial interpolation, and surface intersection are summarized in this paper. Note that these …
spatial interpolation, and surface intersection are summarized in this paper. Note that these …
[HTML][HTML] A geometrically and locally adaptive remeshing method for finite difference modeling of mining-induced surface subsidence
Surface subsidence induced by underground mining is a typical serious geohazard.
Numerical approaches such as the discrete element method (DEM) and finite difference …
Numerical approaches such as the discrete element method (DEM) and finite difference …
A semi-automatic method for 3D modeling and visualizing complex geological bodies
R Song, X Qin, Y Tao, X Wang, B Yin, Y Wang… - Bulletin of Engineering …, 2019 - Springer
The technology of 3D geological modeling is a powerful tool for representing the geological
structures and subsurface strata distribution, which can effectively assist in the geological …
structures and subsurface strata distribution, which can effectively assist in the geological …
Meshfree methods in geohazards prevention: a survey
Geohazards, including the landslide, debris flow, rockfall, surface collapse, surface
subsidence, and surface cracks, can bring great threats to human life and property …
subsidence, and surface cracks, can bring great threats to human life and property …
Three-dimensional hydrogeological modeling method and application based on TIN-GTP-TEN
L He, J Zhang, S Chen, M Hou, J Chen - Earth Science Informatics, 2022 - Springer
A hydrogeological model reveals the spatial structure of aquifers and aquicludes from the
perspective of 3D space. A 3D hydrogeological model plays an important role in spatial …
perspective of 3D space. A 3D hydrogeological model plays an important role in spatial …