Modelling of framework materials at multiple scales: current practices and open questions

Author:

Fraux Guillaume1ORCID,Chibani Siwar1,Coudert François-Xavier1ORCID

Affiliation:

1. Chimie ParisTech, PSL University, CNRS, Institut de Recherche de Chimie, 75005 Paris, France

Abstract

The last decade has seen an explosion of the family of framework materials and their study, from both the experimental and computational points of view. We propose here a short highlight of the current state of methodologies for modelling framework materials at multiple scales, putting together a brief review of new methods and recent endeavours in this area, as well as outlining some of the open challenges in this field. We will detail advances in atomistic simulation methods, the development of material databases and the growing use of machine learning for the prediction of properties. This article is part of the theme issue ‘Mineralomimesis: natural and synthetic frameworks in science and technology’.

Funder

GENCI

Publisher

The Royal Society

Subject

General Physics and Astronomy,General Engineering,General Mathematics

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