A review of ionic liquids and deep eutectic solvents design for CO2 capture with machine learning
J Sun, Y Sato, Y Sakai, Y Kansha - Journal of Cleaner Production, 2023 - Elsevier
Ionic liquids (ILs) and deep eutectic solvents (DESs) are regarded as the next generation
solvents for carbon capture which consist of cations and anions. Thousands of combinations …
solvents for carbon capture which consist of cations and anions. Thousands of combinations …
A review of ionic liquids: Recent synthetic advances and oilfield applications
Background Ionic liquids have received a lot of interest in recent years from scientists and
academics due to their distinctive qualities, including low vapor pressure, low toxicity, high …
academics due to their distinctive qualities, including low vapor pressure, low toxicity, high …
Modeling interfacial tension of surfactant–hydrocarbon systems using robust tree-based machine learning algorithms
A Rashidi-Khaniabadi, E Rashidi-Khaniabadi… - Scientific Reports, 2023 - nature.com
Interfacial tension (IFT) between surfactants and hydrocarbon is one of the important
parameters in petroleum engineering to have a successful enhanced oil recovery (EOR) …
parameters in petroleum engineering to have a successful enhanced oil recovery (EOR) …
Modeling the solubility of light hydrocarbon gases and their mixture in brine with machine learning and equations of state
Abstract Knowledge of the solubilities of hydrocarbon components of natural gas in pure
water and aqueous electrolyte solutions is important in terms of engineering designs and …
water and aqueous electrolyte solutions is important in terms of engineering designs and …
Patel-Teja cubic equation of state–A review of modifications and applications till 2022
Abstract The Patel-Teja equation of state (PT EOS) is extensively researched, modified, and
applied three-parameter cubic equation of state for the prediction of volumetric and …
applied three-parameter cubic equation of state for the prediction of volumetric and …
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 …
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 …
Predicting the equilibrium solubility of CO2 in alcohols, ketones, and glycol ethers: Application of ensemble learning and deep learning approaches
In the present work, the solubility of CO 2 in solutions comprising various physical solvents
(Methanol, Ethanol, Propylene Glycol, n-Pentanol, n-Butanol, n-Propanol, Ethylene Glycol, 2 …
(Methanol, Ethanol, Propylene Glycol, n-Pentanol, n-Butanol, n-Propanol, Ethylene Glycol, 2 …
An integrated machine learning model for calcium carbonate scaling monitoring in a closed-cycle seawater cooling system
Z Li, M Hu, L Zhang, C Chen, K Xu, Q Kong, Z Li… - Journal of the Taiwan …, 2024 - Elsevier
Background Continuous and real-time monitoring of calcium carbonate scaling of closed-
cycle seawater cooling system can improve the efficiency of scale inhibitor utilization and …
cycle seawater cooling system can improve the efficiency of scale inhibitor utilization and …
Modeling hydrogen solubility in alcohols using group method of data handling and genetic programming
F Hadavimoghaddam, MR Mohammadi… - International Journal of …, 2023 - Elsevier
Having accurate information about the solubility of hydrogen (H 2) in alcoholic solvents is
crucial for the design and implementation of numerous chemical processes. In this …
crucial for the design and implementation of numerous chemical processes. In this …