Prediction of sound velocity for selected ionic liquids using a multilayer feed-forward neural network

Jeremiasz Pilarz,Ilya Polishuk,Mirosław Chorążewski

Journal of Molecular Liquids（2022）

引用 7|浏览5

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摘要

•The high-pressure speed of sound data for 27 ILs are available.•These data were used to develop a Neural Network.•Neural Network deviates from the data by ∼ 0.84%.•Predictions of Neural Network are compared with CP-PC-SAFT EoS.•Predictions of adiabatic compressibility are presented.

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关键词

Ionic liquids,Synthesis,Speed of sound,Predictive modelling,Neural network,CP-PC-SAFT

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