Multiphase fluid-rock interactions and flow behaviors in shale nanopores: A comprehensive review
The complicated flow behaviors of multiphase fluids in shale reservoirs are significantly
influenced by fluid-fluid and fluid-rock interactions due to the non-negligible intermolecular …
influenced by fluid-fluid and fluid-rock interactions due to the non-negligible intermolecular …
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 …
Modeling of multi-scale transport phenomena in shale gas production—a critical review
Shale gas, although unconventional, is a prospective clean energy source. Shale gas
production is a complex multi-scale process with its spatial size ranging from the nanoscale …
production is a complex multi-scale process with its spatial size ranging from the nanoscale …
Transport of shale gas in microporous/nanoporous media: molecular to pore-scale simulations
As the typical unconventional reservoir, shale gas is believed to be the most promising
alternative for the conventional resources in future energy patterns, attracting more and …
alternative for the conventional resources in future energy patterns, attracting more and …
Pore-network modeling of flow in shale nanopores: Network structure, flow principles, and computational algorithms
Hydrocarbons in subsurface nanoporous media, such as shale, are promising energy
resources to compensate for the shortage of conventional reservoirs. Pore-network …
resources to compensate for the shortage of conventional reservoirs. Pore-network …
Molecular dynamics simulations of oil transport through inorganic nanopores in shale
Understanding the transport of liquid hydrocarbon through nanopores of inorganic minerals
is crucial not only to develop liquid-rich shale reservoirs, but also to grasp oil migration from …
is crucial not only to develop liquid-rich shale reservoirs, but also to grasp oil migration from …
Fast mass transport of oil and supercritical carbon dioxide through organic nanopores in shale
Hydrocarbon production from shale has grown dramatically in North America, and has the
potential to do so globally. Nanoporous organic matter is probably the dominant mode of …
potential to do so globally. Nanoporous organic matter is probably the dominant mode of …
Predicting effective diffusivity of porous media from images by deep learning
We report the application of machine learning methods for predicting the effective diffusivity
(D e) of two-dimensional porous media from images of their structures. Pore structures are …
(D e) of two-dimensional porous media from images of their structures. Pore structures are …
Hybrid pore-network and lattice-Boltzmann permeability modelling accelerated by machine learning
In this paper, a permeability calculation workflow is presented that couples pore network
modeling (PNM) with a Lattice Boltzmann Method (LBM) to benefit from the strengths of both …
modeling (PNM) with a Lattice Boltzmann Method (LBM) to benefit from the strengths of both …