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Pore-scale modeling of complex transport phenomena in porous media
Porous media play important roles in a wide range of scientific and engineering problems.
Recently, with their increasing application in energy conversion and storage devices, such …
Recently, with their increasing application in energy conversion and storage devices, such …
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 …
Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning
Proton exchange membrane fuel cells, consuming hydrogen and oxygen to generate clean
electricity and water, suffer acute liquid water challenges. Accurate liquid water modelling is …
electricity and water, suffer acute liquid water challenges. Accurate liquid water modelling is …
Porous media characterization using Minkowski functionals: Theories, applications and future directions
An elementary question in porous media research is in regard to the relationship between
structure and function. In most fields, the porosity and permeability of porous media are …
structure and function. In most fields, the porosity and permeability of porous media are …
Machine learning for predicting properties of porous media from 2d X-ray images
Abstract In this paper, Convolutional Neural Networks (CNNs) are trained to rapidly estimate
several physical properties of porous media using micro-computed tomography (micro-CT) …
several physical properties of porous media using micro-computed tomography (micro-CT) …
Suppressing viscous fingering in structured porous media
Finger-like protrusions that form along fluid− fluid displacement fronts in porous media are
often excited by hydrodynamic instability when low-viscosity fluids displace high-viscosity …
often excited by hydrodynamic instability when low-viscosity fluids displace high-viscosity …
Wettability and flow rate impacts on immiscible displacement: A theoretical model
When a more viscous fluid displaces a less viscous one in porous media, viscous pressure
drop stabilizes the displacement front against capillary pressure fluctuation. For this …
drop stabilizes the displacement front against capillary pressure fluctuation. For this …
Systematic investigation of corner flow impact in forced imbibition
Imbibition in porous media plays a crucial role in many engineering and industrial
processes, such as enhanced oil recovery and groundwater contamination remediation …
processes, such as enhanced oil recovery and groundwater contamination remediation …
Cree** microstructure and fractal permeability model of natural gas hydrate reservoir
The successful pilot testing of depressurization production for natural gas hydrate reservoir
was conducted at Shenhu Area in the South China Sea. However, pressure changes due to …
was conducted at Shenhu Area in the South China Sea. However, pressure changes due to …
Multiscale characterization of wettability in porous media
Wettability is one of the key controlling parameters for multiphase flow in porous media, and
paramount for various geoscience applications. While a general awareness of the …
paramount for various geoscience applications. While a general awareness of the …