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

被引:18
|
作者
Fraux, Guillaume [1 ]
Chibani, Siwar [1 ]
Coudert, Francois-Xavier [1 ]
机构
[1] PSL Univ, Chim ParisTech, CNRS, Inst Rech Chim, F-75005 Paris, France
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2019年 / 377卷 / 2149期
关键词
molecular simulation; modelling; framework materials; machine learning; databases; METAL-ORGANIC FRAMEWORKS; DENSITY-FUNCTIONAL THEORY; FORCE-FIELD; MECHANICAL-PROPERTIES; ZEOLITE FRAMEWORKS; GAS-ADSORPTION; WATER; DESIGN; SIMULATIONS; CAPTURE;
D O I
10.1098/rsta.2018.0220
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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'.
引用
收藏
页数:17
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