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Stacked ensemble machine learning for porosity and absolute permeability prediction of carbonate rock plugs
This study employs a stacked ensemble machine learning approach to predict carbonate
rocks' porosity and absolute permeability with various pore-throat distributions and …
rocks' porosity and absolute permeability with various pore-throat distributions and …
Damage evaluation of rock salt under multilevel cyclic loading with constant stress intervals using AE monitoring and CT scanning
K Zhao, H Ma, X Liang, X Li, Y Liu, R Cai, L Ye… - Journal of Petroleum …, 2022 - Elsevier
When salt caverns are used for the medium of underground energy storage, the surrounding
rock experiences cyclic loading due to periodical injection-production. The cyclic load …
rock experiences cyclic loading due to periodical injection-production. The cyclic load …
Investigating the damage evolution of sandstone using electrical impedance spectroscopy
D Yin, Q Xu - International Journal of Rock Mechanics and Mining …, 2021 - Elsevier
The accumulation of damage significantly affects the strength of rocks over long time scales,
so it is essential to study the evolution of rock damage. In this study, resistivity, a non …
so it is essential to study the evolution of rock damage. In this study, resistivity, a non …
Digital core construction of fractured carbonate rocks and pore-scale analysis of acoustic properties
M Tan, M Su, W Liu, X Song, S Wang - Journal of Petroleum Science and …, 2021 - Elsevier
Fractures in carbonate rocks make the reservoir and its elastic properties complex, which
creates challenges in the geophysical exploration of oil and gas resources. To study the …
creates challenges in the geophysical exploration of oil and gas resources. To study the …
Digital rock physics-based studies on effect of pore types on elastic properties of carbonate reservoir Part 1: Imaging processing and elastic modelling
JG ZHAO, JG PAN, YM HU, JS LI, BH YAN… - Chinese Journal of …, 2021 - en.dzkx.org
How the complex pore structure of carbonate rock affects the elastic properties of carbonate
rock has always been a difficult problem in the research of geophysics. How to make semi …
rock has always been a difficult problem in the research of geophysics. How to make semi …
Computing heterogeneous core sample velocity using digital rock physics: A multiscale approach
Abstract Digital Rock Physics (DRP) is an effective approach to compute physical properties
of rock using high-resolution 3D images. Although micro-scale structures are well studied in …
of rock using high-resolution 3D images. Although micro-scale structures are well studied in …
Pore to core plug scale characterization of porosity and permeability heterogeneities in a Cretaceous carbonate reservoir using laboratory measurements and digital …
Laboratory and digital rock physics study of a Cretaceous limestone reservoir in Abu Dhabi,
United Arab Emirates, provides insights into pore connectivity, pore-throat size, and …
United Arab Emirates, provides insights into pore connectivity, pore-throat size, and …
Upscaling strategy to simulate permeability in a carbonate sample using machine learning and 3D printing
Characterizing heterogeneity is crucial to assess the variability of rock properties in
carbonate reservoir samples. This work introduces an original multiscale approach to …
carbonate reservoir samples. This work introduces an original multiscale approach to …
Simulation and validation of porosity and permeability of synthetic and real rock models using three-dimensional printing and digital rock physics
A standard digital rock physics workflow aims to simulate petrophysical properties of rock
samples using few millimeter size subsets scanned with X-ray microtomography at a high …
samples using few millimeter size subsets scanned with X-ray microtomography at a high …
Failure characterization of three typical coal-bearing formation rocks using acoustic emission monitoring and X-ray computed tomography techniques
In coal mining engineering, the mechanical properties of rocks in coal-bearing formations
are important for mining safety. In addition, lithological properties are among the most crucial …
are important for mining safety. In addition, lithological properties are among the most crucial …