Deep learning in pore scale imaging and modeling

Y Da Wang, MJ Blunt, RT Armstrong… - Earth-Science Reviews, 2021 - Elsevier
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 …

Conceptual and parametric representation of soil hydraulic properties: A review

S Assouline, D Or - Vadose Zone Journal, 2013 - pubs.geoscienceworld.org
The water retention curve (WRC) and the hydraulic conductivity function (HCF) are key
ingredients in most analytical and numerical models for flow and transport in unsaturated …

[图书][B] Multiphase flow in permeable media: A pore-scale perspective

MJ Blunt - 2017 - books.google.com
Hydrocarbon production, gas recovery from shale, CO2 storage and water management
have a common scientific underpinning: multiphase flow in porous media. This book …

X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems

D Wildenschild, AP Sheppard - Advances in Water resources, 2013 - Elsevier
We report here on recent developments and advances in pore-scale X-ray tomographic
imaging of subsurface porous media. Our particular focus is on immiscible multi-phase fluid …

[图书][B] Applications of percolation theory

M Sahimi - 1994 - taylorfrancis.com
Over the past two decades percolation theory has been used to explain and model a wide
variety of phenomena that are of industrial and scientific importance. Examples include …

Linking morphology of porous media to their macroscopic permeability by deep learning

S Kamrava, P Tahmasebi, M Sahimi - Transport in Porous Media, 2020 - Springer
Flow, transport, mechanical, and fracture properties of porous media depend on their
morphology and are usually estimated by experimental and/or computational methods. The …

Permeability of porous media: Role of the critical pore size

N Nishiyama, T Yokoyama - Journal of Geophysical Research …, 2017 - Wiley Online Library
The knowledge of the permeability of porous media is crucial to understand fluid flow in
various natural and artificial materials. Due to the complex nature of pore structure, the pore …

Industrial applications of digital rock technology

CF Berg, O Lopez, H Berland - Journal of Petroleum Science and …, 2017 - Elsevier
This article provides an overview of the current state of digital rock technology, with
emphasis on industrial applications. We show how imaging and image analysis can be …

Pore-scale characterization of tight sandstone in Yanchang Formation Ordos Basin China using micro-CT and SEM imaging from nm-to cm-scale

X Liu, J Wang, L Ge, F Hu, C Li, X Li, J Yu, H Xu, S Lu… - Fuel, 2017 - Elsevier
In this work, we measured the porosity, permeability, electrical resistivity and NMR T 2
spectrum of the tight sandstone samples from Yanchang Formation Ordos Basin China. The …

Estimating the permeability of soils under different tillage practices and cropping systems: Roles of the three percolating pore radii derived from X-ray CT

Y Qian, X Yang, Z Zhang, X Li, J Zheng… - Soil and Tillage Research, 2024 - Elsevier
Soil permeability associated with pore characteristics is a critical factor affecting water and
nutrient transport in agricultural fields. However, which soil pore characteristics determine …