A review on machine learning algorithms for the ionic liquid chemical space
There are thousands of papers published every year investigating the properties and
possible applications of ionic liquids. Industrial use of these exceptional fluids requires …
possible applications of ionic liquids. Industrial use of these exceptional fluids requires …
Computer-aided molecular design of ionic liquids as advanced process media: a review from fundamentals to applications
The unique physicochemical properties, flexible structural tunability, and giant chemical
space of ionic liquids (ILs) provide them a great opportunity to match different target …
space of ionic liquids (ILs) provide them a great opportunity to match different target …
Low‐transition‐temperature mixtures (LTTMs): A new generation of designer solvents
M Francisco, A van den Bruinhorst… - Angewandte Chemie …, 2013 - Wiley Online Library
A new generation of designer solvents emerged in the last decade as promising green
media for multiple applications, including separation processes: the low‐transition …
media for multiple applications, including separation processes: the low‐transition …
Prediction of CO2 solubility in ionic liquids using machine learning methods
A comprehensive database containing 10,116 CO 2 solubility data measured in various
ionic liquids (ILs) at different temperatures and pressures is established. Based on this …
ionic liquids (ILs) at different temperatures and pressures is established. Based on this …
Thermophysical properties of pure ionic liquids: review of present situation
The large collection of thermophysical properties data for liquids available in the open
literature is analyzed, describing its importance for industrial purposes. Although there has …
literature is analyzed, describing its importance for industrial purposes. Although there has …
Densities of ammonium and phosphonium based deep eutectic solvents: Prediction using artificial intelligence and group contribution techniques
As applications of deep eutectic solvents are growing fast as green alternatives, prediction of
physical properties data for such systems becomes a necessity for engineering application …
physical properties data for such systems becomes a necessity for engineering application …
Predicting CO2 Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks
Ionic liquids (ILs) provide a promising solution for CO2 capture and storage to mitigate
global warming. However, identifying and designing the high-capacity IL from the giant …
global warming. However, identifying and designing the high-capacity IL from the giant …
Prediction of deep eutectic solvents densities at different temperatures
Predicting densities of nonconventional solvents like deep eutectic solvents (DESs) as a
function of temperature is of considerable importance in the development and design of new …
function of temperature is of considerable importance in the development and design of new …
Application of Artificial Intelligence-based predictive methods in Ionic liquid studies: A review
Comprehensive experimental investigation and accurate predictive models are required to
understand the dynamics in Ionic liquid (IL) properties. Examples of these predictive models …
understand the dynamics in Ionic liquid (IL) properties. Examples of these predictive models …
Toward a predictive model for estimating viscosity of ternary mixtures containing ionic liquids
Ionic liquids (ILs) are widely under research and being more and more used in many
industrial fields due to their unique properties. The knowledge of physicochemical properties …
industrial fields due to their unique properties. The knowledge of physicochemical properties …