A review on machine learning algorithms for the ionic liquid chemical space-Reference-Cited by-同舟云学术

A review on machine learning algorithms for the ionic liquid chemical space

Published:2021 Issue:20 Volume:12 Page:6820-6843
ISSN:2041-6520
Container-title:Chemical Science
language:en
Short-container-title:Chem. Sci.

Author:

Koutsoukos Spyridon¹²³⁴⁵^ORCID,Philippi Frederik¹²³⁴⁵^ORCID,Malaret Francisco⁶³⁷⁵^ORCID,Welton Tom¹²³⁴⁵^ORCID

Affiliation:

1. Department of Chemistry

2. Molecular Sciences Research Hub

3. Imperial College London

4. London W12 0BZ

5. UK

6. Department of Chemical Engineering

7. London

Abstract

In this review article, the authors discuss the use of machine learning algorithms as tools for the prediction of physical and chemical properties of ionic liquids.

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2021/SC/D1SC01000J

Reference286 articles.

1. M. B. Shiflett , Commercial Applications of Ionic Liquids , Springer , 2020

2. Ionic liquids: a brief history

3. Room-Temperature Ionic Liquids: Solvents for Synthesis and Catalysis. 2

4. Ionic liquid lubricants: designed chemistry for engineering applications

5. Ionic liquids in drug delivery

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