Review of data science trends and issues in porous media research with a focus on image‐based techniques

A Rabbani, AM Fernando, R Shams… - Water Resources …, 2021 - Wiley Online Library
Data science as a flourishing interdisciplinary domain of computer and mathematical
sciences is playing an important role in guiding the porous material research streams. In the …

Artificial neural network, support vector machine, decision tree, random forest, and committee machine intelligent system help to improve performance prediction of …

A Shafiei, A Tatar, M Rayhani, M Kairat… - Journal of Petroleum …, 2022 - Elsevier
A large body of experimental research supports the effectiveness of Low Salinity Water
Injection (LSWI) for enhanced oil recovery from carbonate reservoirs in laboratory scale …

Smart water injection

A Abdi, Z Bahmani, B Ranjbar, M Riazi - Chemical Methods, 2022 - Elsevier
The use of smart water has become the main priority for most oil companies due to
significant benefits shown in various studies. The considerable potential of this method in …

Surrogate-Assisted Evolutionary Optimization of CO2-ESGR and Storage

R Wang, L Wang, W Chen, MU Shafiq, X Qiu… - Energy & …, 2023 - ACS Publications
CO2-enhanced shale gas recovery (CO2-ESGR) could efficiently recover gas with
synchronous carbon sequestration, which is safer and more reliable than that in …

Descriptive Statistical Analysis of Experimental Data for Wettability Alteration with Smart Water Flooding in Carbonate Reservoirs

MA Buriro, M Wei, B Bai, Y Yao - SPE Western Regional Meeting, 2024 - onepetro.org
Smart water flooding is a promising eco-friendly method for enhancing oil recovery in
carbonate reservoirs. The optimal salinity and ionic composition of the injected water play a …

Analysis of reservoir rock permeability changes due to solid precipitation during waterflooding using artificial neural network

A Khormali, S Ahmadi, AN Aleksandrov - Journal of Petroleum Exploration …, 2025 - Springer
Waterflooding can lead to formation damage, which is affected by various parameters. This
study experimentally examined changes in the permeability of rock samples due to calcium …

[HTML][HTML] Data-driven analyses of low salinity waterflooding in carbonates

R Salimova, P Pourafshary, L Wang - Applied Sciences, 2021 - mdpi.com
Low salinity water (LSW) injection is a promising Enhanced Oil Recovery (EOR) technique
that has the potential to improve oil recovery and has been studied by many researchers …

Dual-Driven Gas Reservoir Productivity Prediction with Small Sample Data: Integrating Physical Constraints and GAN-Based Data Augmentation

W Huang, Y Wang, P Wang, Z Tu, X Kong, Y Luo… - Geoenergy Science and …, 2025 - Elsevier
In recent years, neural network models have been increasingly utilized to analyze the
production behavior of oil and gas reservoirs, significantly aiding in the optimal design of …

Characterization of salt crystals in soil using electrochemical measurements

F Mezdari, W Maaoui, F Tiss, M Najjari… - Journal of Porous …, 2025 - dl.begellhouse.com
Soil salinization is considered among the most serious problems that affect irrigated lands
and food security in the world. It is interesting to develop methods to test soil salinization. In …