RSC Advances 10th Anniversary collections: Machine learning and artificial neural networks in chemistry

Looking back over the last 10 years, we would like to share with you some of the very best articles that have been published in RSC Advances. Many of these papers have been cited hundreds of times, providing valuable advances for further research, and some continue to be among the journal’s most downloaded articles as of today. Over the years, new findings in chemistry have been published in the journal but there are also high quality reviews – they truly are gifts between researchers serving as valuable sources of information for anyone needing an update or is new to a field.

Do you have a great idea for a review? Will you be the author of our next historical paper? Please share it with the world, we welcome work in every area of the chemical sciences and related disciplines – free to read and access for everyone who needs it.

We hope you enjoy our 10th Anniversary collections!

RSC Advances Editorial team


Highlighted articles

Predictive methods for the estimation of thermophysical properties of ionic liquids
João A. P. Coutinho, Pedro J. Carvalho and Nuno M. C. Oliveira
Review, 2012


Machine-learning prediction of the d-band center for metals and bimetals
Ichigaku Takigawa, Ken-ichi Shimizu, Koji Tsuda and Satoru Takakusagi
Article, 2016


Effects of cooling rate on structural relaxation in amorphous drugs: elastically collective nonlinear langevin equation theory and machine learning study
Anh D. Phan, Katsunori Wakabayashi, Marian Paluch and Vu D. Lam
Article, 2019


Local structure order parameters and site fingerprints for quantification of coordination environment and crystal structure similarity
Nils E. R. Zimmermann and Anubhav Jain
Article, 2020


Read the full collection

RSC Advances Royal Society of ChemistrySubmit to RSC Advances today! Check out our author guidelines for information on our article types or find out more about the advantages of publishing in a Royal Society of Chemistry journal.

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