Listar por tema "ionic liquids"
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Article
Application of a Single Multilayer Perceptron Model to Predict the Solubility of CO2 in Different Ionic Liquids for Gas Removal Processes (2024)
(MDPI, 2022)In this work, 2099 experimental data of binary systems composed of CO2 and ionic liquids are studied to predict solubility using a multilayer perceptron. The dataset includes 33 different types of ionic liquids over a wide ... -
Article
Solubility of Methane in Ionic Liquids for Gas Removal Processes Using a Single Multilayer Perceptron Model (2024)
(Multidisciplinary Digital Publishing Institute (MDPI), 2024)In this work, four hundred and forty experimental solubility data points of 14 systems composed of methane and ionic liquids are considered to train a multilayer perceptron model. The main objective is to propose a simple ...