The inertness of nitrogen (N 2) results in extremely low N 2 solubility in most solvents.
However, in some important reactions, such as the nitrogen reduction reaction (NRR) driven …

Ionic liquids (ILs) with many unique features can act as green solvents to dissolve some
gases. In this study, two databases are collected to predict the CO 2 and N 2 solubility in …

The rapid selection of environmentally friendly and efficient solvents is critical for improving
the safety, environmental protection, and efficiency of a process. In this study, a deep neural …

In this work, a database containing the solubility data for water in 16,137 ionic liquids (ILs),
which were formed by a combination of the most commonly used 163 cations (in nine …

The solubility of different gases such as O 2 in different liquids and finding the proper solvent
for the gas separation process is one of the important concerns that has received much …

Ionic liquids (ILs) can capture acid gases that damaged the environment. Due to the
properties of low-cost and non-toxic, machine learning can be used to screen ILs for gas …

Ionic liquids (ILs) are regarded as unique, attractive kinds of solvents, which can be utilized
in carbon dioxide (CO 2) capture processes. The preparation and design of such processes …

In this work, we investigated three different machine learning (ML)-based models, ie,
gaussian process regression (GPR), LightGBM, and CatBoost, for predicting the solubility of …

Ionic liquids (ILs) can be used as capturing acidic gases that damage the environment. By
establishing a quantitative structure–property relationship (QSPR) model of the IL structure …

In this work, we aimed to evaluate the high potential of different ionic liquids (ILs) in the field
of gas separation. The gas solubility values of natural gas comprised of methane (CH 4) and …