Rapid and Accurate Prediction of the Melting Point for Imidazolium-Based Ionic Liquids by Artificial Neural Network

Rapid and Accurate Prediction of the Melting Point for Imidazolium-Based Ionic Liquids by Artificial Neural Network

Imidazolium-based ionic liquids (ILs) have been regarded as green solvents owing to their unique properties. Among these, the melting point is key to their excellent performance in applications such as catalysis, biomass processing, and energy storage, where stability and operational temperature ran...

Full description

Saved in:
Bibliographic Details
Main Authors: Xinyu Liu, Jie Yin, Xinmiao Zhang, Wenxiang Qiu, Wei Jiang, Ming Zhang, Linhua Zhu, Hongping Li, Huaming Li
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Chemistry
Subjects:
imidazolium-based ionic liquid
melting point
semi-empirical method
annealing
artificial neural network
Online Access:https://www.mdpi.com/2624-8549/6/6/94
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2624-8549/6/6/94

Similar Items