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Research evolution of metal organic frameworks: A scientometric approach with human-in-the-loop

Xintong Zhao

Xintong Zhao

Drexel UniversityPhiladelphia, USA
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Zhao, Xintong
, 
Kyle Langlois

Kyle Langlois

University of Central FloridaOrlando, USA
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Langlois, Kyle
, 
Jacob Furst

Jacob Furst

University of Central FloridaOrlando, USA
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Furst, Jacob
, 
Yuan An

Yuan An

Drexel UniversityPhiladelphia, USA
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An, Yuan
, 
Xiaohua Hu

Xiaohua Hu

Drexel UniversityPhiladelphia, USA
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Hu, Xiaohua
, 
Diego Gomez Gualdron

Diego Gomez Gualdron

Colorado School of MinesGolden, USA
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Gualdron, Diego Gomez
, 
Fernando Uribe-Romo

Fernando Uribe-Romo

University of Central FloridaOrlando, USA
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Uribe-Romo, Fernando
 and 
Jane Greenberg

Jane Greenberg

Drexel UniversityPhiladelphia, USA
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Greenberg, Jane
  
Jul 19, 2024
Research evolution of metal organic frameworks: A scientometric approach with human-in-the-loop's Cover Image
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Article Category: Research Papers
Published Online: Jul 19, 2024
Page range: 44 - 64
Received: Mar 19, 2024
Accepted: Jun 19, 2024
DOI: https://doi.org/10.2478/jdis-2024-0019
Keywords
© 2024 Xintong Zhao et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

Overall workflow of the research design.
Overall workflow of the research design.

Figure 2.

Overall workflow of aata collection and processing.
Overall workflow of aata collection and processing.

Figure 3.

Publication data exploration in metal-organic framework area.
Publication data exploration in metal-organic framework area.

Figure 4.

Journals publishing highly impactful research.
Journals publishing highly impactful research.

Figure 5.

Keywords extracted from MOF research articles and potential communities.
Keywords extracted from MOF research articles and potential communities.

Figure 6.

Trend of research topics over time.
Trend of research topics over time.

Figure 7.

Potential specific research groups recognized by network analysis.
Potential specific research groups recognized by network analysis.

Example terms from the above four main research communities_

Properties Biomedicine Data Processing & Modeling Synthesis Experiment
Catalyst Cell Data Ligand
Uptake capacity Cytotoxicity Program Hydrothermal condition
Chemical stability Inhibitor Processing Single Crystal X-ray diffraction
Permanent porosity Mutation Software Elemental analysis
Durability Protein Interface Topology
Low cost Treatment Model Solvothermal reaction

Top 20 most influential publications based on degree centrality_

Publication Title Journal Name Year Type Referenced By Centrality
Single-crystal structure validation with the program PLATON (Spek, 2003) Journal of Applied Crystallography 2003 Article 16,311 0.0158
Functional porous coordination polymers (Kitagawa et al., 2004) Angewandte Chemie - International Ed. 2004 Review 9,724 0.0142
A short history of SHELX (Sheldrick, 2008) Acta Crystallographica Section A: Foundations of Crystallography 2008 Review 80,558 0.0123
Reticular synthesis and the design of new materials (Yaghi et al., 2003) Nature 2003 Review 8,012 0.0107
Systematic design of pore size and functionality in isoreticular MOFs and their application in methane storage (Eddaoudi et al., 2002) Science 2002 Article 6,717 0.0104
Luminescent functional metal-organic frameworks (Cui et al., 2012) Chemical Reviews 2012 Review 4,960 0.0102
Selective gas adsorption and separation in metal-organic frameworks (Li et al., 2009) Chemical Society Reviews 2009 Article 6,936 0.0102
Carbon dioxide capture in metal-organic frameworks (Sumida et al., 2012) Chemical Reviews 2012 Article 5,090 0.0092
Metal-organic frameworks for separations (Li et al., 2012) Chemical Reviews 2012 Review 5,284 0.0089
Luminescent metal-organic frameworks (Allendorf et al., 2009) Chemical Society Reviews 2009 Article 4,407 0.0086
Metal-organic framework materials as catalysts (Lee et al., 2009) Chemical Society Reviews 2009 Article 6,826 0.0083
Metal-organic framework materials as chemical sensors (Kreno et al., 2012) Chemical Reviews 2012 Review 5,692 0.0082
Modular chemistry: Secondary building units as a basis for the design of highly porous and robust metal-organic carboxylate frameworks (Eddaoudi et al., 2001) Accounts of Chemical Research 2001 Article 5,007 0.0081
From molecules to crystal engineering: Supramolecular isomerism and polymorphism in network solids (Moulton & Zaworotko, 2001) Chemical Reviews 2001 Review 6,437 0.0079
Hybrid porous solids: Past, present, future (Ferey, 2008) Chemical Society Reviews 2008 Article 5,139 0.0075
Interpenetrating Nets: Ordered, Periodic Entanglement (Batten & Robson, 1998) Angew Chem Int Ed Engl 1998 Review 3,859 0.0070
Hydrogen storage in metal-organic frameworks (Murray et al., 2009) Chemical Society Reviews 2009 Article 3,954 0.0070
The chemistry and applications of metalorganic frameworks (Furukawa et al., 2013) Science 2013 Review 9,023 0.0067
A homochiral metal-organic porous material for enantioselective separation and catalysis (Seo et al., 2000) Nature 2000 Article 3,730 0.0065
Design and synthesis of an exceptionally stable and highly porous metal-organic framework (Li et al., 1999) Nature 1999 Article 6,486 0.0064
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Computer Sciences, Information Technology, Project Management, Databases and Data Mining
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