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Vaporization enthalpy prediction of ionic liquids based on back-propagation artificial neural network

Changzheng Ji Zhaochong Shi Yichao Zheng Weike Wang Jialin Shi Changjun Peng Honglai Liu

Green Chemical Engineering2026，Vol.7Issue(3)：P.343-352,10.

Green Chemical Engineering2026，Vol.7Issue(3)：P.343-352,10.DOI:10.1016/j.gce.2025.03.003

Vaporization enthalpy prediction of ionic liquids based on back-propagation artificial neural network

Changzheng Ji ¹Zhaochong Shi ¹Yichao Zheng ¹Weike Wang ¹Jialin Shi ¹Changjun Peng ¹Honglai Liu¹

作者信息

1. School of Chemistry&Molecular Engineering,East China University of Science and Technology,Shanghai,200237,China
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摘要

关键词

Ionic liquids/Vaporization enthalpy/Quantitative structure-property relationships/Back-propagation artificial neural networks/COSMO-SAC

分类

化学化工

引用本文复制引用

Changzheng Ji,Zhaochong Shi,Yichao Zheng,Weike Wang,Jialin Shi,Changjun Peng,Honglai Liu..Vaporization enthalpy prediction of ionic liquids based on back-propagation artificial neural network[J].Green Chemical Engineering,2026,7(3):P.343-352,10.

基金项目

financially sponsored by the National Natural Science Foundation of China,China(Nos.22078086 and 22378111)。（Nos.22078086 and 22378111）

Green Chemical Engineering

ISSN：2096-9147

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