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 …

Emergent properties of microbial activity in heterogeneous soil microenvironments: different research approaches are slowly converging, yet major challenges remain

PC Baveye, W Otten, A Kravchenko… - Frontiers in …, 2018 - frontiersin.org
Over the last 60 years, soil microbiologists have accumulated a wealth of experimental data
showing that the bulk, macroscopic parameters (eg, granulometry, pH, soil organic matter …

[책][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 …

Segmentation of X‐ray computed tomography images of porous materials: A crucial step for characterization and quantitative analysis of pore structures

P Iassonov, T Gebrenegus… - Water resources research, 2009 - Wiley Online Library
Nondestructive imaging methods such as X‐ray computed tomography (CT) yield high‐
resolution, three‐dimensional representations of pore space and fluid distribution within …

Influence of viscous and capillary forces on immiscible fluid displacement: Pore-scale experimental study in a water-wet micromodel demonstrating viscous and …

C Zhang, M Oostrom, TW Wietsma, JW Grate… - Energy & …, 2011 - ACS Publications
Unstable immiscible fluid displacement in porous media affects geological carbon
sequestration, enhanced oil recovery, and groundwater contamination by non-aqueous …

[책][B] Microcomputed tomography: methodology and applications

SR Stock - 2019 - taylorfrancis.com
MicroComputed Tomography has become the gold standard for studying 3D microscopic
structures nondestructively, and this book provides up-to-date coverage of the modality. The …

Minimal surfaces in porous media: Pore-scale imaging of multiphase flow in an altered-wettability Bentheimer sandstone

Q Lin, B Bijeljic, S Berg, R Pini, MJ Blunt, S Krevor - Physical Review E, 2019 - APS
High-resolution x-ray imaging was used in combination with differential pressure
measurements to measure relative permeability and capillary pressure simultaneously …

Non-equilibrium effects in capillarity and interfacial area in two-phase flow: dynamic pore-network modelling

V Joekar-Niasar, SM Hassanizadeh… - Journal of fluid …, 2010 - cambridge.org
Current macroscopic theories of two-phase flow in porous media are based on the extended
Darcy's law and an algebraic relationship between capillary pressure and saturation. Both of …

Droplet fragmentation: 3D imaging of a previously unidentified pore-scale process during multiphase flow in porous media

T Pak, IB Butler, S Geiger… - Proceedings of the …, 2015 - National Acad Sciences
Using X-ray computed microtomography, we have visualized and quantified the in situ
structure of a trapped nonwetting phase (oil) in a highly heterogeneous carbonate rock after …