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 …
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 …
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 …
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
In geotechnical engineering, geological uncertainty and the inherent spatial variability of soil
properties are two primary sources of uncertainty, significantly impacting embedded geo …
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
the process of making realistic geological and hydrostratigraphic models. Often the available …