Harnessing the power of machine learning for carbon capture, utilisation, and storage (CCUS)–a state-of-the-art review

Y Yan, TN Borhani, SG Subraveti, KN Pai… - Energy & …, 2021 - pubs.rsc.org
Carbon capture, utilisation and storage (CCUS) will play a critical role in future
decarbonisation efforts to meet the Paris Agreement targets and mitigate the worst effects of …

Pore-scale fluid flow simulation coupling lattice Boltzmann method and pore network model

J Zhao, Y Liu, F Qin, L Fei - Capillarity, 2023 - research-collection.ethz.ch
The lattice Boltzmann method and pore network model are two types of the most popular
pore-scale fluid flow simulation methods. As a direct numerical simulation method, lattice …

Upscaling Permeability Using Multiscale X‐Ray‐CT Images With Digital Rock Modeling and Deep Learning Techniques

F Jiang, Y Guo, T Tsuji, Y Kato… - Water Resources …, 2023 - Wiley Online Library
This study presents a workflow to predict the upscaled absolute permeability of the rock core
direct from CT images whose resolution is not sufficient to allow direct pore‐scale …

The surfactant role on a droplet passing through a constricted microchannel in a pressure-driven flow: a lattice Boltzmann study

J Zhang, H Cui, H Liu, L Chen, X Zhang, C Li - Langmuir, 2023 - ACS Publications
The role of surfactants in the flow of a droplet driven by a pressure gradient through a
constricted microchannel is simulated by using our recently developed lattice Boltzmann …

Effect of surfactants on droplet generation in a microfluidic T-junction: A lattice Boltzmann study

J Zhang, X Zhang, W Zhao, H Liu, Y Jiang - Physics of Fluids, 2022 - pubs.aip.org
Droplet generation in a T-junction with surfactants is simulated using our recently developed
lattice Boltzmann method. The method is first used to explore the effect of surfactant …

Modeling of three-phase displacement in three-dimensional irregular geometries using a lattice Boltzmann method

S Li, H Liu, J Zhang, F Jiang, G Xi - Physics of Fluids, 2021 - pubs.aip.org
Three-phase displacement process in a porous media is significantly influenced by
wettability of the solid surfaces. It remains a research challenge to model and simulate three …

Direct Prediction of Fluid‐Fluid Displacement Efficiency in Ordered Porous Media Using the Pore Structure

T Lan, R Hu, W Guo, GJ Wei, YF Chen… - Water Resources …, 2022 - Wiley Online Library
Fluid‐fluid displacement in porous media is common in many natural and engineering
settings. Extensive studies investigated the transition of displacement patterns, but the direct …

Prediction of three-phase relative permeabilities of Berea sandstone using lattice Boltzmann method

S Li, F Jiang, B Wei, J Hou, H Liu - Physics of Fluids, 2021 - pubs.aip.org
Three-phase flows through a pore network of Berea sandstone are studied numerically
under critical interfacial tension conditions. Results show that the relative permeability of …

Relative permeability variation depending on viscosity ratio and capillary number

N Suwandi, F Jiang, T Tsuji - Water Resources Research, 2022 - Wiley Online Library
The relative roles of parameters governing relative permeability, a crucial property for two‐
phase fluid flows, are incompletely known. To characterize the influence of viscosity ratio (M) …

Lattice Boltzmann prediction of CO2 and CH4 competitive adsorption in shale porous media accelerated by machine learning for CO2 sequestration and enhanced …

H Wang, M Zhang, X Xia, Z Tian, X Qin, J Cai - Applied Energy, 2024 - Elsevier
CO 2 injection has become the effective and potential means to enhance shale gas recovery
and realize CO 2 geological sequestration because of the CO 2-CH 4 competitive …