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Methane diffusion path in HKUST-1 metal-organic framework revealed by atomistic simulations
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  • Published: 06 April 2026

Methane diffusion path in HKUST-1 metal-organic framework revealed by atomistic simulations

  • Hyo-Sun Jang1 na1,
  • Eunyeong Cho2 na1,
  • Gyuchan Kim3,
  • Hee Jung Lee2,
  • Jae-Hyung Cho1 &
  • …
  • Byung-Hyun Kim3 

Scientific Reports , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Chemistry
  • Environmental sciences
  • Materials science

Abstract

A copper-based metal-organic framework (MOF) HKUST-1 exhibits high methane adsorption capacity, primarily due to strong Coulomb interactions near open metal sites (OMSs) and van der Waals interactions within ligand-enclosed cavities. While the adsorption sites have been widely studied, the diffusion pathways through which methane reaches these sites remain unclear, particularly regarding the influence of OMSs. In this study, molecular dynamics (MD) simulations were conducted to investigate methane diffusion in HKUST-1 with and without OMSs. First-principles calculations and methane uptake experiments were also performed to support and validate the simulation results. We found that methane was trapped in ligand-enclosed sites due to steric hindrance, while regions near OMSs serve as diffusion hubs. Moreover, in the absence of OMSs, methane backflow was observed at the surface of HKUST-1 due to the presence of stable adsorption sites on surface planes. When OMSs are present, these stable sites shift toward the OMS regions via Coulomb interactions, reducing surface backflow and enhancing methane uptake. The experimentally measured increase in methane adsorption for HKUST-1 with OMSs supports the simulation results. This study can guide the future design of MOFs with enhanced gas adsorption capacity.

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Data availability

The data generated and analyzed during the current study are available from the corresponding author on reasonable request.

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Funding

This research was financially supported by the Fundamental Research Program (PNKA310) of the Korea Institute of Materials Science and the National Research Foundation of Korea (NRF) grant funded by the Korean Government (MSIT) (No. RS-2024-00453815).

Author information

Author notes
  1. Hyo-Sun Janga and Eunyeong Cho contributed equally to this work.

Authors and Affiliations

  1. Materials Processing Research Division, Korea Institute of Materials Science, Changwon, 51508, Republic of Korea

    Hyo-Sun Jang & Jae-Hyung Cho

  2. Composites Research Division, Korea Institute of Materials Science, Changwon, 51508, Republic of Korea

    Eunyeong Cho & Hee Jung Lee

  3. Department of Applied Chemistry, Center for Bionano Intelligence Education and Research, Hanyang University ERICA, Ansan, 15588, Republic of Korea

    Gyuchan Kim & Byung-Hyun Kim

Authors
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  2. Eunyeong Cho
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Contributions

H.-S.J. wrote the main manuscript and conducted MD simulations. E.C. and H.J.L. conducted experiments and wrote experimental parts in manuscript. G.K. and B.-H.K. conducted first-principles calculations. All authors reviewed the manuscript.

Corresponding author

Correspondence to Hyo-Sun Jang.

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The authors declare no competing interests.

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Supplementary Information

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Supplementary Material 1 (download DOCX )

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Cite this article

Jang, HS., Cho, E., Kim, G. et al. Methane diffusion path in HKUST-1 metal-organic framework revealed by atomistic simulations. Sci Rep (2026). https://doi.org/10.1038/s41598-026-45125-9

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  • Received: 09 July 2025

  • Accepted: 17 March 2026

  • Published: 06 April 2026

  • DOI: https://doi.org/10.1038/s41598-026-45125-9

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Keywords

  • HKUST-1
  • Methane diffusion
  • MD simulation
  • First-principles calculation
  • Experiment
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