Identification Schemes for Metal-Organic Frameworks To Enable Rapid Search and Cheminformatics Analysis

被引:143
作者
Bucior, Benjamin J. [1 ]
Rosen, Andrew S. [1 ]
Haranczyk, Maciej [3 ]
Yao, Zhenpeng [4 ]
Ziebel, Michael E. [5 ]
Farha, Omar K. [1 ,2 ]
Hupp, Joseph T. [2 ]
Siepmann, J. Ilja [6 ,7 ,8 ]
Aspuru-Guzik, Alan [2 ,9 ,10 ,11 ,12 ]
Snurr, Randall Q. [1 ]
机构
[1] Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL 60208 USA
[2] Northwestern Univ, Dept Chem, Evanston, IL 60208 USA
[3] IMDEA Mat Inst, C Eric Kandel 2, Madrid 28906, Spain
[4] Harvard Univ, Dept Chem & Chem Biol, Cambridge, MA 02138 USA
[5] Univ Calif Berkeley, Dept Chem, Berkeley, CA 94720 USA
[6] Univ Minnesota, Dept Chem, 207 Pleast St SE, Minneapolis, MN 55455 USA
[7] Univ Minnesota, Chem Theory Ctr, 207 Pleast St SE, Minneapolis, MN 55455 USA
[8] Univ Minnesota, Dept Chem Engn & Mat Sci, 421 Washington Ave SE, Minneapolis, MN 55455 USA
[9] Univ Toronto, Dept Chem, Toronto, ON M5S 3H6, Canada
[10] Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3H6, Canada
[11] Vector Inst Artificial Intelligence, Toronto, ON M5S 1M1, Canada
[12] CIFAR, Toronto, ON M5S 1M1, Canada
基金
美国国家科学基金会;
关键词
HIGH DELIVERABLE CAPACITY; HIGH H-2 ADSORPTION; CRYSTAL-STRUCTURES; BUILDING UNITS; COORDINATION POLYMERS; TOPOLOGICAL ANALYSIS; RETICULAR CHEMISTRY; FORCE-FIELD; DESIGN; DISCOVERY;
D O I
10.1021/acs.cgd.9b01050
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The modular nature of metal-organic frameworks (MOFs) leads to a very large number of possible structures. High-throughput computational screening has led to a rapid increase in property data that has enabled several potential applications for MOFs, including gas storage, separations, catalysis, and other fields. Despite their rich chemistry, MOFs are typically named using an ad hoc approach, which can impede their searchability and the discovery of broad insights. In this article, we develop two systematic MOF identifiers, coined MOFid and MOFkey, and algorithms for deconstructing MOFs into their building blocks and underlying topological network. We review existing cheminformatics formats for small molecules and address the challenges of adapting them to periodic crystal structures. Our algorithms are distributed as open-source soft-ware, and we apply them here to extract insights from several MOF databases. Through the process of designing MOFid and MOFkey, we provide a perspective on opportunities for the community to facilitate data reuse, improve searchability, and rapidly apply cheminformatics analyses.
引用
收藏
页码:6682 / 6697
页数:16
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