Prediction of transverse permeability in representative volume elements with closely arranged fibers through the application of delaunay-triangulation and electrical …

H Jo, S Bae, H Hong, W Kim, SS Kim - Composite Structures, 2024 - Elsevier
The distribution of fibers in composite manufacturing significantly affects fiber bundle
permeability, a crucial factor for resin impregnation and void formation, which determines …

Applying a deep-learning surrogate model to simulate and compare achievable oil recovery by different waterflood scenarios

V Singh, N Ruwali, RK Pandey, B Vaferi… - Petroleum Science …, 2023 - Taylor & Francis
Reservoir pressure depletion is a critical aspect leading to declined oil production. Water
flooding becomes mandatory to increase the recovery efficiency from certain reservoirs …

Predicting Temperature and Humidity in Roadway with Water Trickling Using Principal Component Analysis-Long Short-Term Memory-Genetic Algorithm Method

D Wu, Z Jia, Y Zhang, J Wang - Applied Sciences, 2023 - mdpi.com
The heat dissipated from high geo-temperature underground surrounding rocks is the main
heat source of working faces, while thermal water upwelling and trickling into the roadway …

A machine learning based-method to generate random circle-packed porous media with the desired porosity and permeability

J Li, T Tang, S Yu, P Yu - Advances in Water Resources, 2024 - Elsevier
The generation of digital porous media facilitates the fabrication of artificial porous media
and the analysis of their properties. The past random digital porous medium generation …

Effect of water flooding on oil reservoir permeability: saturation index prediction model for giant oil reservoirs, Southern Iraq

SM Awadh, HS Al-Mimar, ZM Yaseen - Natural Resources Research, 2021 - Springer
This research was conducted on five oilfields in the Mishrif reservoir, southern Iraq, to
illustrate the effects of permeability on the damage caused by the injection of river water into …

Evolution of Pore Structure and Methane Adsorption in Lower Silurian Longmaxi Shale: Implications for Uplifted Shale Gas Reservoirs

D Wang, X Li, S Li, G Li, T Mao, B Zheng - Rock Mechanics and Rock …, 2023 - Springer
Pore volume, pore size and adsorption capacity are fundamental factors that control gas
storage and production in shale reservoirs. We investigated the evolution of pore structure …

Real-Time Prediction of Petrophysical Properties Using Machine Learning Based on Drilling Parameters

S Hassaan, A Mohamed, AF Ibrahim, S Elkatatny - ACS omega, 2024 - ACS Publications
The prediction of rock porosity and permeability is crucial for assessing reservoir productivity
and economic feasibility. However, traditional methods for obtaining these properties are …

Accounting for mesoscale geometry and intra-yarn fiber volume fraction distribution on 3D angle-interlock fabric permeability

M Cataldi, Y Wielhorski, N Moulin… - International Journal of …, 2024 - Elsevier
Understanding resin flows within 3D interlock fabrics involves addressing a dual-scale flow
problem. Indeed, the fluid can flow through inter-yarn channels, characterized by a unit cell …

[HTML][HTML] A computationally efficient modeling of flow in complex porous media by coupling multiscale digital rock physics and deep learning: Improving the tradeoff …

I Nabipour, A Raoof, V Cnudde, H Aghaei… - Advances in Water …, 2024 - Elsevier
Digital rock physics is at the forefront of characterizing porous media, leveraging advanced
tomographic imaging and numerical simulations to extract key rock properties like …

Strength Investigation of the Silt‐Based Cemented Paste Backfill Using Lab Experiments and Deep Neural Network

C Xiao, X Wang, Q Chen, F Bin… - Advances in Materials …, 2020 - Wiley Online Library
The cemented paste backfill (CPB) technology has been successfully used for the recycling
of mine tailings all around the world. However, its application in coal mines is limited due to …