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 …

A review of ionic liquids: Recent synthetic advances and oilfield applications

SMS Hussain, AA Adewunmi, OS Alade… - Journal of the Taiwan …, 2023 - Elsevier
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 …

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) …

Modeling the solubility of light hydrocarbon gases and their mixture in brine with machine learning and equations of state

MR Mohammadi, F Hadavimoghaddam, S Atashrouz… - Scientific reports, 2022 - nature.com
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 …

Patel-Teja cubic equation of state–A review of modifications and applications till 2022

PNP Ghoderao, M Narayan, VH Dalvi, HS Byun - Fluid Phase Equilibria, 2023 - Elsevier
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 …

Estimating the solubility of HFC/HFO in ionic liquids from molecular structure using machine learning method

J Chu, Z Zhang, X Liu, M He - Chemical Engineering Research and Design, 2022 - Elsevier
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 …

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 …

Predicting the equilibrium solubility of CO2 in alcohols, ketones, and glycol ethers: Application of ensemble learning and deep learning approaches

H Bahmaninia, M Shateri, S Atashrouz, K Jabbour… - Fluid Phase …, 2023 - Elsevier
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 …

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 …

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 …