A review on extreme learning machine
Extreme learning machine (ELM) is a training algorithm for single hidden layer feedforward
neural network (SLFN), which converges much faster than traditional methods and yields …
neural network (SLFN), which converges much faster than traditional methods and yields …
Harnessing the power of machine learning for carbon capture, utilisation, and storage (CCUS)–a state-of-the-art review
Carbon capture, utilisation and storage (CCUS) will play a critical role in future
decarbonisation efforts to meet the Paris Agreement targets and mitigate the worst effects of …
decarbonisation efforts to meet the Paris Agreement targets and mitigate the worst effects of …
Review of the toxic effects of ionic liquids
Interest in ionic liquids (ILs), called green or designer solvents, has been increasing
because of their excellent properties such as thermal stability and low vapor pressure; thus …
because of their excellent properties such as thermal stability and low vapor pressure; thus …
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 …
[HTML][HTML] Ionic liquids as corrosion inhibitor: From research and development to commercialization
M Zunita, YJ Kevin - Results in Engineering, 2022 - Elsevier
Human activities are becoming more complex and widespread, particularly the use of metal-
based materials in everyday life and industry, resulting in increased corrosion that occurs …
based materials in everyday life and industry, resulting in increased corrosion that occurs …
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 …
Computer-aided molecular design of ionic liquids as advanced process media: a review from fundamentals to applications
Z Song, J Chen, J Cheng, G Chen, Z Qi - Chemical Reviews, 2023 - ACS Publications
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 …
Fundamental importance of ionic interactions in the liquid phase: A review of recent studies of ionic liquids in biomedical and pharmaceutical applications
KS Egorova, VP Ananikov - Journal of Molecular Liquids, 2018 - Elsevier
In recent years, research on ions and ionic interactions in solution has become a leading
scientific direction, and this advance has been especially pronounced in the field of ionic …
scientific direction, and this advance has been especially pronounced in the field of ionic …
Emerging impacts of ionic liquids on eco-environmental safety and human health
Owing to their unique physicochemical properties, ionic liquids (ILs) have been rapidly
applied in diverse areas, such as organic synthesis, electrochemistry, analytical chemistry …
applied in diverse areas, such as organic synthesis, electrochemistry, analytical chemistry …
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 …