Machine Learning Assisted Prediction of Porosity and Related Properties Using Digital Rock Images
Accurately estimating reservoir rock properties is paramount for modeling the storage and
flow of fluids (hydrocarbon, carbon dioxide, and groundwater) in porous media. However …
flow of fluids (hydrocarbon, carbon dioxide, and groundwater) in porous media. However …
MPLBM-UT: Multiphase LBM library for permeable media analysis
MPLBM-UT is a specialized lattice-Boltzmann library that makes running single-and two-
phase flow simulations in porous media accessible to everyone. We provide a suite of tools …
phase flow simulations in porous media accessible to everyone. We provide a suite of tools …
A ternary phase-field model for two-phase flows in complex geometries
In this work, a ternary phase-field model for two-phase flows in complex geometries is
proposed. In this model, one of the three components in the classical ternary Cahn–Hilliard …
proposed. In this model, one of the three components in the classical ternary Cahn–Hilliard …
[HTML][HTML] Assessment of wetting conditions in quasistatic drainage modeling using a pore morphology method and J-function wettability estimator
This study hypothesizes that a pore morphology method (PMM) can be used to accurately
determine representative contact angles by effectively capturing fluid morphologies within …
determine representative contact angles by effectively capturing fluid morphologies within …
[HTML][HTML] A computationally efficient modeling of flow in complex porous media by coupling multiscale digital rock physics and deep learning: Improving the tradeoff …
Digital rock physics is at the forefront of characterizing porous media, leveraging advanced
tomographic imaging and numerical simulations to extract key rock properties like …
tomographic imaging and numerical simulations to extract key rock properties like …
Classifying facies in 3D digital rock images using supervised and unsupervised approaches
Lithology is one of the critical parameters influencing drilling operations and reservoir
production behavior. Well completion is another important area where facies type has a …
production behavior. Well completion is another important area where facies type has a …
Digital rocks portal (digital porous media): connecting data, simulation and community
Digital Rocks Portal (DRP, https://www. digitalrocksportal. org) organizes and preserves
imaged datasets and experimental measurements of porous materials in subsurface, and …
imaged datasets and experimental measurements of porous materials in subsurface, and …
Learning a general model of single phase flow in complex 3D porous media
Modeling effective transport properties of 3D porous media, such as permeability, at multiple
scales is challenging as a result of the combined complexity of the pore structures and fluid …
scales is challenging as a result of the combined complexity of the pore structures and fluid …
A thermodynamically consistent and conservative diffuse-interface model for gas-liquid-solid multiphase flows
In this work, a thermodynamically consistent and conservative diffuse-interface model for
gas-liquid-solid multiphase flows is proposed. In this model, a novel free energy for the gas …
gas-liquid-solid multiphase flows is proposed. In this model, a novel free energy for the gas …
A Study on Evaluation and Analysis of Edge Detection Operators
PP Acharjya, S Joardar, S Koley… - … -Learning Frameworks for …, 2023 - igi-global.com
One of the key stages in both image processing and computer vision is edge detection. For
analysis and measurement of several fundamental attributes of an object or set of objects in …
analysis and measurement of several fundamental attributes of an object or set of objects in …