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Large-Scale Refinement of Metal-Organic Framework Structures Using Density Functional Theory

Journal Article · · Chemistry of Materials
 [1];  [2];  [3];  [4];  [2]
  1. Georgia Inst. of Technology, Atlanta, GA (United States). School of Chemical & Biomolecular Engineering; University of Minnesota Nanoporous Materials Genome Center
  2. Georgia Inst. of Technology, Atlanta, GA (United States). School of Chemical & Biomolecular Engineering
  3. Pusan National Univ., Busan (Korea, Republic of). School of Chemical and Biomolecular Engineering; Northwestern Univ., Evanston, IL (United States). Dept. of Chemical and Biological Engineering
  4. Northwestern Univ., Evanston, IL (United States). Dept. of Chemical and Biological Engineering
Efforts to computationally characterize large numbers of nanoporous materials often rely on databases of experimentally resolved crystal structures. The accuracy of experimental crystal structures used in such calculations has a significant impact on the reliability of the results. Here in this work, we report structures optimized using periodic density functional theory (DFT) for more than 800 experimentally synthesized metal-organic frameworks (MOFs). Many MOFs changed significantly upon structural optimization, particularly materials that were crystallographically resolved in their solvated form. For each MOF, we simulated the adsorption of CH4 and CO2 using grand canonical Monte Carlo both before and after DFT optimization. The DFT optimization has a large impact on simulated gas adsorption in some cases – for example, CO2 loading at 1 bar changed by more than 25% in over 25% of the MOFs we considered.
Research Organization:
Univ. of Minnesota, Minneapolis, MN (United States). Nanoporous Materials Genome Center
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)
Grant/Contract Number:
SC0008688
OSTI ID:
1459355
Journal Information:
Chemistry of Materials, Journal Name: Chemistry of Materials Journal Issue: 6 Vol. 29; ISSN 0897-4756
Publisher:
American Chemical Society (ACS)Copyright Statement
Country of Publication:
United States
Language:
English

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Distinguishing Metal–Organic Frameworks journal January 2018
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Excavating hidden adsorption sites in metal-organic frameworks using rational defect engineering journal November 2017
Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials journal October 2019
Insight into Fluorocarbon Adsorption in Metal-Organic Frameworks via Experiments and Molecular Simulations journal July 2019
Computation-Ready Experimental MOFs (CoRE MOFs) dataset January 2014
The Chemistry of Reticular Framework Nanoparticles: MOF, ZIF, and COF Materials journal February 2020
Mechanical Properties in Metal-Organic Frameworks: Emerging Opportunities and Challenges for Device Functionality and Technological Applications journal November 2017
Materials Databases: The Need for Open, Interoperable Databases with Standardized Data and Rich Metadata journal September 2019
Efficiently Exploring Adsorption Space to Identify Privileged Adsorbents for Chemical Separations of a Diverse Set of Molecules journal April 2018
Identifying promising metal–organic frameworks for heterogeneous catalysis via high‐throughput periodic density functional theory journal February 2019
Cartesius Fort - Object Fortran Library for Chemistry and Materials Science
  • Tchougréeff, Andrei L.; Misra, Sanjay; Gervasi, Osvaldo
  • Computational Science and Its Applications – ICCSA 2019: 19th International Conference, Saint Petersburg, Russia, July 1–4, 2019, Proceedings, Part IV, p. 639-651 https://doi.org/10.1007/978-3-030-24305-0_47
book June 2019
Design and synthesis of polyoxometalate-framework materials from cluster precursors journal August 2017
High-throughput discovery of organic cages and catenanes using computational screening fused with robotic synthesis journal July 2018
Towards general network architecture design criteria for negative gas adsorption transitions in ultraporous frameworks journal August 2019
New frontiers for the materials genome initiative journal April 2019
An updated roadmap for the integration of metal–organic frameworks with electronic devices and chemical sensors journal January 2017
Establishing upper bounds on CO 2 swing capacity in sub-ambient pressure swing adsorption via molecular simulation of metal–organic frameworks journal January 2017
A collection of forcefield precursors for metal–organic frameworks journal January 2019
Mechanical properties of metal–organic frameworks journal January 2019
Benchmarking of GGA density functionals for modeling structures of nanoporous, rigid and flexible MOFs journal August 2018
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