Modelling minimum miscibility pressure of CO2-crude oil systems using deep learning, tree-based, and thermodynamic models: Application to CO2 sequestration and …
Q Lv, R Zheng, X Guo, A Larestani… - Separation and …, 2023 - Elsevier
The energy demand is still increasing across the globe, while environmental concerns about
global warming effect and greenhouse gases have augmented recently. CO 2 injection into …
global warming effect and greenhouse gases have augmented recently. CO 2 injection into …
Intelligent modeling of hydrogen sulfide solubility in various types of single and multicomponent solvents
This study aims to study the solubility of acid gas, ie, hydrogen sulfide (H2S) in different
solvents. Three intelligent approaches, including Multilayer Perceptron (MLP), Gaussian …
solvents. Three intelligent approaches, including Multilayer Perceptron (MLP), Gaussian …
Machine learning assisted structure-based models for predicting electrical conductivity of ionic liquids
R Nakhaei-Kohani, SA Madani, SP Mousavi… - Journal of Molecular …, 2022 - Elsevier
Ionic liquids (ILs) have attracted a great deal of attention as vital compounds that are widely
used in various industries, such as the chemical and petroleum industries. Therefore …
used in various industries, such as the chemical and petroleum industries. Therefore …
Hydrogen solubility in n-alkanes: Data mining and modelling with machine learning approach
Hydrogen solubility in hydrocarbons plays an important role in designing, optimizing, and
modelling many processes including underground hydrogen storage. This study applies four …
modelling many processes including underground hydrogen storage. This study applies four …
Modeling of H2S solubility in ionic liquids: comparison of white-box machine learning, deep learning and ensemble learning approaches
SP Mousavi, R Nakhaei-Kohani, S Atashrouz… - Scientific Reports, 2023 - nature.com
In the context of gas processing and carbon sequestration, an adequate understanding of
the solubility of acid gases in ionic liquids (ILs) under various thermodynamic circumstances …
the solubility of acid gases in ionic liquids (ILs) under various thermodynamic circumstances …
Estimating the solubility of HFC/HFO in ionic liquids from molecular structure using machine learning method
Abstract Hydrofluorocarbon (HFC)+ ionic liquid (IL) and hydrofluoroolefin (HFO)+ IL are two
new types of working pairs developed for absorption refrigeration system. In this paper …
new types of working pairs developed for absorption refrigeration system. In this paper …
Hydrogen solubility in ionic liquids: application of a structure-based deep learning approach and equations of state
R Nakhaei-Kohani, S Atashrouz, M Pourmahdi… - International Journal of …, 2023 - Elsevier
Following the increasing threat to the environment, the application of hydrogen as an energy
carrier is one of the solutions that has received much attention. Considering the importance …
carrier is one of the solutions that has received much attention. Considering the importance …
Solubility of gaseous hydrocarbons in ionic liquids using equations of state and machine learning approaches
R Nakhaei-Kohani, S Atashrouz… - Scientific Reports, 2022 - nature.com
Ionic liquids (ILs) have emerged as suitable options for gas storage applications over the
past decade. Consequently, accurate prediction of gas solubility in ILs is crucial for their …
past decade. Consequently, accurate prediction of gas solubility in ILs is crucial for their …
Echo state neural network based on an improved gray wolf algorithm predicts porosity through logging data
S Youzhuang, Z Junhua, Z Yongan - ACS omega, 2023 - ACS Publications
In oil exploration and development, many reservoir parameters are very essential for
reservoir description, especially porosity. The porosity obtained by indoor experiments is …
reservoir description, especially porosity. The porosity obtained by indoor experiments is …
Application of group method of data handling and gene expression programming for predicting solubility of CO2-N2 gas mixture in brine
The solubility of CO 2-N 2 gas mixtures in water is important for CO 2/flue gas sequestration
in aquifer. Having precise thermodynamic measurements as well as credible prediction …
in aquifer. Having precise thermodynamic measurements as well as credible prediction …