The HEALED SBU Library of Chemically Realistic Building Blocks for Construction of Hypothetical Metal-Organic Frameworks

被引:11
作者
Gibaldi, Marco [1 ]
Kwon, Ohmin [1 ]
White, Andrew [1 ]
Burner, Jake [1 ]
Woo, Tom K. [1 ]
机构
[1] Univ Ottawa, Dept Chem & Biomol Sci, Ottawa, ON K1N 6N5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
KEYWORDS; metal; organic framework; hypothetical MOF; SBU; material design; adsorption; molecular simulation; CARBON CAPTURE; FORCE-FIELD; CHEMISTRY; STORAGE; ADSORPTION; SEPARATION; DATABASE; DESIGN; UNITS; MOFS;
D O I
10.1021/acsami.2c13100
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Advancements in hypothetical metal-organic framework (hMOF) databases and construction tools have resulted in a rapidly expanding chemical design space for nanoporous materials. The bulk of these hypothetical structures are constructed using structural building units (SBUs) derived from experimental MOF structures, often collected from the CoRE-MOF database. Recent investigations into the state of these deposited experimental structures' chemical accuracy identified an array of common structural errors, including omitted protons, missing counterions, and disordered structures. These structural errors propagate into the SBUs mined from experimental MOFs, culminating in inaccurate hMOF structures possessing net charges or missing atoms which were not accounted for previously. This work demonstrates how manual investigation was applied to diagnose structural errors in SBUs obtained from several popular hMOF construction tools and databases. An analysis of the prevailing errors discovered during the examination process is provided along with representative cases to aid with error detection in future studies involving SBU extraction and hMOF construction. A novel repair protocol was established and employed to generate a library of SBUs that are hand-examined and labeled with enhanced detail (HEALED). This repaired library of SBUs contains 952 inorganic SBUs and 568 organic SBUs ideally suited for the generation of hypothetical frameworks that are chemically accurate and properly charge labeled. Additionally, case studies following the effects of SBU errors on electrostatic potential-fitted charges and GCMC-simulated gas adsorption predictions are presented to highlight the significance of using chemically accurate hMOF structures exclusively in all screening efforts going forward.
引用
收藏
页码:43372 / 43386
页数:15
相关论文
共 69 条
  • [1] AuToGraFS: Automatic Topological Generator for Framework Structures
    Addicoat, Matthew A.
    Coupry, Damien E.
    Heine, Thomas
    [J]. JOURNAL OF PHYSICAL CHEMISTRY A, 2014, 118 (40) : 9607 - 9614
  • [2] Database for CO2 Separation Performances of MOFs Based on Computational Materials Screening
    Altintas, Cigdem
    Avci, Gokay
    Daglar, Hilal
    Azar, Ayda Nemati Vesali
    Velioglu, Sadiye
    Erucar, Ilknur
    Keskin, Seda
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2018, 10 (20) : 17257 - 17268
  • [3] High-Throughput Computational Screening of the Metal Organic Framework Database for CH4/H2 Separations
    Altintas, Cigdem
    Erucar, Ilknur
    Keskin, Seda
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2018, 10 (04) : 3668 - 3679
  • [4] Increasing topological diversity during computational "synthesis" of porous crystals: how and why
    Anderson, Ryther
    Gomez-Gualdron, Diego A.
    [J]. CRYSTENGCOMM, 2019, 21 (10) : 1653 - 1665
  • [5] Role of Pore Chemistry and Topology in the CO2 Capture Capabilities of MOFs: From Molecular Simulation to Machine Learning
    Anderson, Ryther
    Rodgers, Jacob
    Argueta, Edwin
    Biong, Achay
    Gomez-Gualdron, Diego A.
    [J]. CHEMISTRY OF MATERIALS, 2018, 30 (18) : 6325 - 6337
  • [6] [Anonymous], 2020, 2020 CARBON CAPTURE
  • [7] Distinguishing Metal-Organic Frameworks
    Barthel, Senja
    Alexandrov, Eugeny V.
    Proserpio, Davide M.
    Smit, Berend
    [J]. CRYSTAL GROWTH & DESIGN, 2018, 18 (03) : 1738 - 1747
  • [8] PROJECTOR AUGMENTED-WAVE METHOD
    BLOCHL, PE
    [J]. PHYSICAL REVIEW B, 1994, 50 (24): : 17953 - 17979
  • [9] Boyd P. G., 2015, THESIS U OTTAWA
  • [10] Data-driven design of metal-organic frameworks for wet flue gas CO2 capture
    Boyd, Peter G.
    Chidambaram, Arunraj
    Garcia-Diez, Enrique
    Ireland, Christopher P.
    Daff, Thomas D.
    Bounds, Richard
    Gladysiak, Andrzej
    Schouwink, Pascal
    Moosavi, Seyed Mohamad
    Maroto-Valer, M. Mercedes
    Reimer, Jeffrey A.
    Navarro, Jorge A. R.
    Woo, Tom K.
    Garcia, Susana
    Stylianou, Kyriakos C.
    Smit, Berend
    [J]. NATURE, 2019, 576 (7786) : 253 - +