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Machine learning enhanced formation pressure prediction using integrated well logging and mud logging [PDF]

open access: yesScientific Reports
The difficulty of accurately predicting abnormally high-pressure formation pressure is one of the critical challenges in the field of petroleum engineering.
Jiwen Liang   +6 more
doaj   +2 more sources

Advances in Formation Evaluation and Well Logging Technology: Overview of the SPWLA 63rd Annual Logging Symposium

open access: yesCejing jishu, 2023
Annual logging symposium of Society of Petrophysicists and Well Log Analysts (SPWLA) is an important platform for international advanced well logging technology communication.
WANG Xiaoning   +5 more
doaj   +1 more source

Core FIB-SEM Image Segmentation Algorithm Based on Convolutional Neural Network [PDF]

open access: yesJisuanji gongcheng, 2021
The core Focused Ion Beam-Scanning Electron Microscope(FIB-SEM) images have the problems of uneven gray distribution and local highlight in the pores.The traditional image segmentation algorithms have low pore segmentation accuracy,and the contour-based ...
WANG Runhan, LI Bing, TENG Qizhi
doaj   +1 more source

Depth-of-investigation characteristics and influence of 350-kV high-voltage X-ray density logging

open access: yesHe jishu, 2023
BackgroundThe use of controlled X-ray sources instead of 137Cs radioactive sources in density logging has become a new trend. The high voltage on the target substrate significantly affects the intensity of the X-ray source, and the density measurement ...
WANG Hu   +7 more
doaj   +1 more source

Investigation of quality factor frequency content in vertical seismic profile for gas reservoirs

open access: yesPetroleum Research, 2021
Since long ago, indirect study of the underground layers properties has been interesting to geologists. One method for this study was seismography which gained great interest besides other tools due to the different identity of waves and energy ...
Ehsan Larki   +4 more
doaj   +1 more source

A Two-Dimensional NMR Logging Method for Gas-Water Identification in Dolomite Reservoir of the Western Sichuan Gas Field

open access: yesChinese Journal of Magnetic Resonance, 2020
The dolomite reservoirs in the fourth member of Leikoupo formation of the western Sichuan gas field have good prospects for natural gas exploration and development. However, the conventional and one-dimensional nuclear magnetic resonance (1D NMR) logging
ZHANG Shi-mao   +3 more
doaj   +1 more source

Calculating Porosity From Two-Dimensional NMR Relaxation Spectra of the Leikoupo Group's 4th Section

open access: yesChinese Journal of Magnetic Resonance, 2020
Formation porosity can be calculated from one-dimensional nuclear magnetic resonance (NMR) logging data with a fixed cutoff value and the volume model of conventional logging data.
HOU Ke-jun   +3 more
doaj   +1 more source

Geophysical characteristics and structural composition of clay rocks in the terrigenous complex of the southeastern part of the West Siberian oil and gas bearing pro [PDF]

open access: yes, 2009
The basic attributes identifying the clay rock composition in the terrigenous complex of the southeastern part of the West-Siberian platform have been determined, based on the correlation of structural composition and geophysical data, including induced ...
A Ezhova   +10 more
core   +2 more sources

Reservoir rock properties estimation based on conventional and NMR log data using ANN-Cuckoo: A case study in one of super fields in Iran southwest

open access: yesPetroleum, 2020
This work highlights the application of Artificial Neural Networks optimized by Cuckoo optimization algorithm for predictions of NMR log parameters including porosity and permeability by using field log data.
Ghasem Zargar   +4 more
doaj   +1 more source

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