[HTML][HTML] Total organic carbon content logging prediction based on machine learning: A brief review
The total organic carbon content usually determines the hydrocarbon generation potential of
a formation. A higher total organic carbon content often corresponds to a greater possibility …
a formation. A higher total organic carbon content often corresponds to a greater possibility …
Well log prediction of total organic carbon: A comprehensive review
J Lai, F Zhao, Z Xia, Y Su, C Zhang, Y Tian… - Earth-Science …, 2024 - Elsevier
Source rocks are fundamental elements for petroleum systems, and Total Organic Carbon
(TOC) is one of the most important geochemical parameters in source rock property …
(TOC) is one of the most important geochemical parameters in source rock property …
An improved neural network for TOC, S1 and S2 estimation based on conventional well logs
H Wang, W Wu, T Chen, X Dong, G Wang - Journal of Petroleum Science …, 2019 - Elsevier
Total organic carbon (TOC), volatile hydrocarbon (S 1) and remaining hydrocarbon (S 2) are
significant factors for shale oil and gas exploration and development. However, the TOC, S 1 …
significant factors for shale oil and gas exploration and development. However, the TOC, S 1 …
An advanced prediction model of shale oil production profile based on source-reservoir assemblages and artificial neural networks
Y Liu, J Zeng, J Qiao, G Yang, W Cao - Applied Energy, 2023 - Elsevier
Over the past decade, hydrocarbon production from shale oil reservoirs has become
increasingly common, and successful shale oil exploration and development depends …
increasingly common, and successful shale oil exploration and development depends …
Support-vector-regression machine technology for total organic carbon content prediction from wireline logs in organic shale: A comparative study
M Tan, X Song, X Yang, Q Wu - Journal of natural gas science and …, 2015 - Elsevier
Organic shale is one of the most important unconventional oil and gas resources.
Hydrocarbon potential prediction of organic shale such as total organic carbon (TOC) is an …
Hydrocarbon potential prediction of organic shale such as total organic carbon (TOC) is an …
Total organic carbon content prediction based on support-vector-regression machine with particle swarm optimization
J Rui, H Zhang, D Zhang, F Han, Q Guo - Journal of Petroleum Science and …, 2019 - Elsevier
Total organic carbon (TOC) is a significant factor to evaluate the hydrocarbon potential of the
unconventional reservoir, while it is difficult to obtain the continuous and accurate prediction …
unconventional reservoir, while it is difficult to obtain the continuous and accurate prediction …
Forming a new small sample deep learning model to predict total organic carbon content by combining unsupervised learning with semisupervised learning
The total organic carbon (TOC) content is a parameter that is directly used to evaluate the
hydrocarbon generation capacity of a reservoir. For a reservoir, accurately calculating TOC …
hydrocarbon generation capacity of a reservoir. For a reservoir, accurately calculating TOC …
A new method for TOC estimation in tight shale gas reservoirs
Total organic carbon (TOC) estimation is significantly crucial for shale reservoir
characterization. Traditional TOC estimation methods (such as Passey and Schmoker …
characterization. Traditional TOC estimation methods (such as Passey and Schmoker …
[PDF][PDF] 页岩气储层地球物理测井评价研究现状
王濡岳， 丁文龙， 王哲， 李昂， 何建华， 尹帅 - 地球物理学进展, 2015 - researchgate.net
摘要页岩气是以吸附或游离态为主赋存于暗色富有机质, 极低渗透率的泥页岩中, 自生自储,
连续聚集的天然气藏. 我国页岩气富集地质条件优越, 具有良好资源前景及开发潜力 …
连续聚集的天然气藏. 我国页岩气富集地质条件优越, 具有良好资源前景及开发潜力 …
Prediction of total organic carbon at Rumaila oil field, Southern Iraq using conventional well logs and machine learning algorithms
Total organic carbon (TOC) is an important parameter for assessing the hydrocarbon
potential of source rocks. The standard method for analysis of TOC is the Rock-Eval …
potential of source rocks. The standard method for analysis of TOC is the Rock-Eval …