Machine-Learning Model Prediction of Ionic Liquids Melting Points

Machine-Learning Model Prediction of Ionic Liquids Melting Points

Ionic liquids (ILs) have great potential for application in energy storage and conversion devices. They have been identified as promising electrolytes candidates in various battery systems. However, the practical application of many ionic liquids remains limited due to the unfavorable melting points...

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Bibliographic Details
Main Authors: Zafer Acar, Phu Nguyen, Kah Chun Lau
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
ionic liquids
deep-learning
chemoinformatics
melting points
Online Access:https://www.mdpi.com/2076-3417/12/5/2408

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