Deep learning in pore scale imaging and modeling
Pore-scale imaging and modeling has advanced greatly through the integration of Deep
Learning into the workflow, from image processing to simulating physical processes. In …
Learning into the workflow, from image processing to simulating physical processes. In …
Simulation of mineral dissolution at the pore scale with evolving fluid-solid interfaces: Review of approaches and benchmark problem set
This manuscript presents a benchmark problem for the simulation of single-phase flow,
reactive transport, and solid geometry evolution at the pore scale. The problem is organized …
reactive transport, and solid geometry evolution at the pore scale. The problem is organized …
3D Printing of natural sandstone at pore scale and comparative analysis on micro-structure and single/two-phase flow properties
As the first effort in literature, the 3DP sample from the micro-CT image of a natural
sandstone in this study achieves the printing resolution of 2 μm. The pore structure of both …
sandstone in this study achieves the printing resolution of 2 μm. The pore structure of both …
Computationally efficient multiscale neural networks applied to fluid flow in complex 3D porous media
The permeability of complex porous materials is of interest to many engineering disciplines.
This quantity can be obtained via direct flow simulation, which provides the most accurate …
This quantity can be obtained via direct flow simulation, which provides the most accurate …
Digital rock physics, chemistry, and biology: challenges and prospects of pore-scale modelling approach
Conventional and unconventional hydrocarbon rocks have complicated pore structures with
heterogeneities distributed over various length scales (from nanometre to centimetre or even …
heterogeneities distributed over various length scales (from nanometre to centimetre or even …
Review on Pore Structure Characterization and Microscopic Flow Mechanism of CO2 Flooding in Porous Media
Y Tang, C Hou, Y He, Y Wang, Y Chen… - Energy …, 2021 - Wiley Online Library
Understanding of pore structure and microscopic flow mechanism at pore‐scale is
significant for enhancing oil recovery by carbon dioxide (CO2) flooding. Herein, the pore …
significant for enhancing oil recovery by carbon dioxide (CO2) flooding. Herein, the pore …
Towards Bayesian quantification of permeability in micro-scale porous structures–the database of micro networks
This article develops a Bayesian framework to quantify the absolute permeability of water in
a porous structure from the geometry and clustering parameters of its underlying pore-throat …
a porous structure from the geometry and clustering parameters of its underlying pore-throat …
A comprehensive experimental study on mechanical behavior, microstructure and transport properties of 3D-printed rock analogs
Abstract 3D-printed (3DP) analogs of natural rocks have been used in laboratory tests
concerning geomechanical and transport properties. Rock analogs manufactured by 3D …
concerning geomechanical and transport properties. Rock analogs manufactured by 3D …
Multiscale fusion of digital rock images based on deep generative adversarial networks
Computation of petrophysical properties on digital rock images is becoming important in
geoscience. However, it is usually complicated for natural heterogeneous porous media due …
geoscience. However, it is usually complicated for natural heterogeneous porous media due …
[HTML][HTML] Review of foam stability in porous media: The effect of coarsening
Foam stability in porous media is crucial to industrial applications such as enhanced oil
recovery (EOR) and CO 2 geological sequestration. Though many studies of foam stability in …
recovery (EOR) and CO 2 geological sequestration. Though many studies of foam stability in …