A novel method for petroleum and natural gas resource potential evaluation and prediction by support vector machines (SVM)
Q Wang, D Chen, M Li, S Li, F Wang, Z Yang, W Zhang… - Applied Energy, 2023 - Elsevier
Petroleum and natural gas resources (PNGR) are some of the major forms of fossil energy
that are important for the development of industry and energy security. Along with the …
that are important for the development of industry and energy security. Along with the …
Unsupervised machine learning-based multi-attributes fusion dim spot subtle sandstone reservoirs identification utilizing isolation forest
Subtle sandstone reservoirs are difficult to identify due to their weak seismic responses.
Here, we propose to identify subtle sandstone reservoirs by an unsupervised machine …
Here, we propose to identify subtle sandstone reservoirs by an unsupervised machine …
A novel method for predicting shallow hydrocarbon accumulation based on source-fault-sand (SF-Sd) evaluation and ensemble neural network (ENN)
F Wang, D Chen, M Li, Z Chen, Q Wang, M Jiang… - Applied Energy, 2024 - Elsevier
Shallow hydrocarbon accumulation (SHA) and predrilling volume prediction are important
components of offshore oil and gas exploration. However, SHA prediction is complex and …
components of offshore oil and gas exploration. However, SHA prediction is complex and …
Quantification of factors affecting fault sealing by using machine learning: Shuangtaizi fault anticline, southern margin of the Liaohe Western Depression, Northeastern …
X Fu, M Jiang, Z Hu, Y Jin, L Meng, R Du… - Marine and Petroleum …, 2024 - Elsevier
There are many factors that affect the faults sealing capacity, but the traditional lateral
sealing model only considers the clay content, which leads to the great limitations of the …
sealing model only considers the clay content, which leads to the great limitations of the …
[PDF][PDF] Relative Importance of Input Parameters in Fault Stability Assessment
O Bruheim - 2024 - duo.uio.no
Geological sequestration is an important means of reducing global atmospheric CO2
concentrations, and more storage sites are needed to reach this climate mitigation goal. This …
concentrations, and more storage sites are needed to reach this climate mitigation goal. This …