Machine learning approach to map the thermal conductivity of over 2,000 neoteric solvents for green energy storage applications

T Lemaoui, AS Darwish, G Almustafa, A Boublia… - Energy Storage …, 2023 - Elsevier
Interest in green neoteric solvents, such as ionic liquids (ILs) and deep eutectic solvents
(DESs), has increased dramatically in recent years due to their highly tunable properties …

[HTML][HTML] A review of imidazolium ionic liquid-based phase change materials for low and medium temperatures thermal energy storage and their applications

Q Li, S Wang, M Zhou, X Lu, G Qiao, C Li… - Green Energy and …, 2023 - Elsevier
The application of ionic liquids (ILs) in the field of thermal energy storage is attracting
increasing attention owing to their thermophysical properties, such as an adjustable phase …

A review of group contribution models to calculate thermodynamic properties of ionic liquids for process systems engineering

V Villazón-León, A Bonilla-Petriciolet… - … Research and Design, 2022 - Elsevier
Ionic liquids are compounds with interesting physical and chemical properties that can be
applied to a wide variety of processes. The knowledge of their thermodynamic properties is …

Rigorous modeling of CO2 equilibrium absorption in ionic liquids

A Baghban, AH Mohammadi, MS Taleghani - International Journal of …, 2017 - Elsevier
Over the past few decades, solution of high amount of carbon dioxide in ionic liquids (ILs)
has been the object of extensive studies. It is believed that ILs can be applied to capture CO …

On the evaluation of solubility of hydrogen sulfide in ionic liquids using advanced committee machine intelligent systems

MN Amar, MA Ghriga, H Ouaer - Journal of the Taiwan Institute of Chemical …, 2021 - Elsevier
Abstract Ionic Liquids (ILs) are increasingly emerging as new innovating green solvents with
great importance from academic, industrial, and environmental perspectives. This surge of …

Comparative study of different nanofluids applied in a trough collector with glass-glass absorber tube

A Kasaeian, R Daneshazarian, F Pourfayaz - Journal of Molecular Liquids, 2017 - Elsevier
New forms of solar collectors are presented as direct absorption solar collectors which have
higher performance versus the conventional solar collector. In this work, parabolic trough …

Prediction of CO2 loading capacities of aqueous solutions of absorbents using different computational schemes

A Baghban, A Bahadori, AH Mohammadi… - International Journal of …, 2017 - Elsevier
In this communication, carbon dioxide solubility in aqueous solutions of various absorbents
(2-amino-2-hydroxymethyl-1, 3-propanediol; 2-amino-2-methyl-1-propanol; 2-amino-2 …

Modeling thermal conductivity of hydrogen-based binary gaseous mixtures using generalized regression neural network

A Naghizadeh, B Amiri-Ramsheh, S Atashrouz… - International Journal of …, 2024 - Elsevier
The accurate measurement of the thermal conductivity of hydrogen is crucial in efficiently
integrating hydrogen into diverse applications that encompass storage, utilization, and …

Experimental measurement and modeling of water-based drilling mud density using adaptive boosting decision tree, support vector machine, and K-nearest …

A Hashemizadeh, A Maaref, M Shateri… - Journal of Petroleum …, 2021 - Elsevier
Highlights•BRR, KNN, SVM, DT, and ABR-DT intelligent models were proposed for
estimating water-base mud density.•A databank of 817 data points from five wells in the …

Viscosity of ionic liquids: Application of the Eyring's theory and a committee machine intelligent system

SP Mousavi, S Atashrouz, M Nait Amar… - Molecules, 2020 - mdpi.com
Accurate determination of the physicochemical characteristics of ionic liquids (ILs),
especially viscosity, at widespread operating conditions is of a vital role for various fields. In …