Artificial intelligence for mineral exploration: A review and perspectives on future directions from data science

F Yang, R Zuo, OP Kreuzer - Earth-Science Reviews, 2024 - Elsevier
The massive accumulation of available multi-modal mineral exploration data for most
metallogenic belts worldwide provides abundant information for the discovery of mineral …

Uncertainty and risk evaluation during the exploration stage of geothermal development: A review

JB Witter, WJ Trainor-Guitton, DL Siler - Geothermics, 2019 - Elsevier
Quantifying and representing uncertainty for geothermal systems is often ignored, in
practice, during the exploration phase of a geothermal development project. We propose …

[HTML][HTML] 面向地质大数据的结构-属性一体化三维地质建模技术现状与展望

陈麒玉, 刘刚, 何珍文, 张夏林, 吴冲龙 - 地质科技通报, 2020 - dzkjqb.cug.edu.cn
开展三维地质建模的目标, 不应当只是实现地质体框架的可视化表达, 而应当同时实现地质大
数据的聚合, 管理, 挖掘, 分析和共享. 然而, 传统的方法和技术难以实现顾及地质语义的结构 …

Influence of geological uncertainty and soil spatial variability on tunnel deformation and their importance evaluation

JZ Zhang, QH Jiang, DM Zhang, HW Huang… - … and Underground Space …, 2024 - Elsevier
In geotechnical engineering, geological uncertainty and the inherent spatial variability of soil
properties are two primary sources of uncertainty, significantly impacting embedded geo …

GemPy 1.0: open-source stochastic geological modeling and inversion

M de la Varga, A Schaaf… - Geoscientific Model …, 2019 - gmd.copernicus.org
The representation of subsurface structures is an essential aspect of a wide variety of
geoscientific investigations and applications, ranging from geofluid reservoir studies, over …

[HTML][HTML] Multi-level voxel representations for digital twin models of tunnel geological environment

H Wu, Q Zhu, Y Guo, W Zheng, L Zhang… - International Journal of …, 2022 - Elsevier
Intelligent tunnel engineering requires accurate and comprehensive digital twin models to
represent complex geological environments. The digital twin model of tunnel geological …

Three-dimensional gas property geological modeling and simulation

AE Radwan - Sustainable geoscience for natural gas subsurface …, 2022 - Elsevier
Abstract 3D visualization of geological and geophysical data has been continuously
developed in recent decades for better prediction and simulation of subsurface systems. 3D …

Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks

Z Yang, Q Chen, Z Cui, G Liu, S Dong… - Computational …, 2022 - Springer
How to reconstruct a credible three-dimensional (3D) geological model from very limited
survey data, eg boreholes, outcrop, and two-dimensional (2D) images, is challenging in the …

[HTML][HTML] Multi-source data integration and multi-scale modeling framework for progressive prediction of complex geological interfaces in tunneling

J Wang, P Li, X Zhuang, X Li, X Jiang, J Wu - Underground Space, 2024 - Elsevier
A reliable geological model plays a fundamental role in the efficiency and safety of mountain
tunnel construction. However, regional models based on limited survey data represent …

[HTML][HTML] Geology-driven modeling: A new probabilistic approach for incorporating uncertain geological interpretations in 3D geological modeling

RB Madsen, AS Høyer, LT Andersen, I Møller… - Engineering …, 2022 - Elsevier
Combining different sources of information about the subsurface is an inherent challenge in
the process of making realistic geological and hydrostratigraphic models. Often the available …