Deep learning in CO2 geological utilization and storage: Recent advances and perspectives

Y Wang, H Chu, X Lyu - Advances in Geo-Energy Research, 2024 - ager.yandypress.com
Deep learning has been widely recognized in the field of CO2 geological utilization and
storage applications. With the development of deep learning algorithms, intelligent models …

Hydrogen adsorption in nanopores: Molecule-wall interaction mechanism

Z Sun, B Huang, S Wang, K Wu, H Li, Y Wu - International Journal of …, 2023 - Elsevier
Reduction in the utilization of carbon-based fossil energy is the inevitable pathway to fulfill
the net-zero CO2 emission target. Hydrogen, one of favorable clean energy sources …

[HTML][HTML] A hybrid physics-informed data-driven neural network for CO2 storage in depleted shale reservoirs

YW Wang, ZX Dai, GS Wang, L Chen, YZ Xia… - Petroleum Science, 2024 - Elsevier
To reduce CO 2 emissions in response to global climate change, shale reservoirs could be
ideal candidates for long-term carbon geo-sequestration involving multi-scale transport …

Pore-scale modelling of water sorption in nanopore systems of shale

T Zhang, S Luo, H Zhou, H Hu, L Zhang, Y Zhao… - International Journal of …, 2023 - Elsevier
Water vapor sorption in nanoporous media with complex pore structures, like shale, is not
well understood. To address this, a pseudopotential lattice Boltzmann method (LBM) is …

Prediction of relative permeability from capillary pressure based on the fractal capillary bundle model

H Cheng, F Wang, G Yang, X Guan, Z Cheng… - Applied Thermal …, 2024 - Elsevier
The accurate prediction of relative permeability is one of the most important issues in the
study of multiphase flow in porous media and is involved in many fields, such as geothermal …

Molecular insights into CO2 enhanced hydrocarbon recovery and its sequestration in multiscale shale reservoirs

F Chen, Y Wang, R Bi, Y Pan, M Wang - Chemical Engineering Journal, 2024 - Elsevier
Abstract CO 2 huff-n-puff (HNP) is an attractive enhanced oil recovery (EOR) technique in
shale development due to its low cost, high efficiency, and environmentally friendly feature …

[HTML][HTML] Integrating experimental study and intelligent modeling of pore evolution in the Bakken during simulated thermal progression for CO2 storage goals

C Wang, B Liu, MR Mohammadi, L Fu, E Fattahi… - Applied Energy, 2024 - Elsevier
Pore characteristics of the formation exert significant control over both the development and
enrichment of shale plays, as well as CO 2 storage capacity of shale reservoirs. This …

Spatial evolution of CO2 storage in depleted natural gas hydrate reservoirs and its synergistic efficiency analysis

D Guan, P Gao, Z Jiang, Q Fan, Q Li, Y Zhou, L Zhang… - Applied Energy, 2024 - Elsevier
Carbon neutrality is now a common strategic target worldwide, with geological storage seen
as the mainstream scheme to address CO 2 emissions and the greenhouse effect. Depleted …

A screening tool for carbon dioxide injection in gas reservoirs based on the material balance approach

M Giakoumi, C Konstantinou… - … for Energy and the …, 2024 - Elsevier
Significant efforts are made to reduce the carbon dioxide concentrations in the atmosphere
as part of a global scheme that aims to mitigate climate change. Carbon geological storage …

Nuclear magnetic resonance study on the evolution of oil water distribution in multistage pore networks of shale oil reservoirs

J Wei, E Yang, J Li, S Liang, X Zhou - Energy, 2023 - Elsevier
Shale reservoirs are rich in micro and nanoscale pores and fractures, resulting in a very
complex interaction mechanism between oil and water. In this paper, firstly, the differences …