Combining Brillouin spectroscopy and machine learned interatomic potentials to probe mechanical properties of metal organic frameworks
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arXiv
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| Autores principales: | , , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
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| _version_ | 1866908385772830720 |
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| author | Lindner, Florian P. Strasser, Nina Schultze, Martin Wieser, Sandro Slugovc, Christian Elsayad, Kareem Koski, Kristie J. Zojer, Egbert Czibula, Caterina |
| author_facet | Lindner, Florian P. Strasser, Nina Schultze, Martin Wieser, Sandro Slugovc, Christian Elsayad, Kareem Koski, Kristie J. Zojer, Egbert Czibula, Caterina |
| contents | The mechanical properties of metal-organic frameworks (MOFs) are of high fundamental and also practical relevance. A particularly intriguing technique for determining anisotropic elastic tensors is Brillouin scattering, which so far has rarely been used for highly complex materials like MOFs. In the present contribution, we apply this technique to study a newly synthesized MOF-type material, referred to as GUT2. We show that when combining the experiments with state-of-the-art simulations of elastic properties and phonon bands (based on machine-learned force fields and dispersion-corrected density-functional theory). This provides a comprehensive understanding of the experimental signals, which are correlated with the longitudinal and transverse sound velocities. Moreover, even when dealing with comparably small single crystals, which limit the range of accessible experimental data, combining the insights from simulations and experiments allows the determination of approximate values for the components of the elastic tensor of the studied material. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_07039 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Combining Brillouin spectroscopy and machine learned interatomic potentials to probe mechanical properties of metal organic frameworks Lindner, Florian P. Strasser, Nina Schultze, Martin Wieser, Sandro Slugovc, Christian Elsayad, Kareem Koski, Kristie J. Zojer, Egbert Czibula, Caterina Materials Science The mechanical properties of metal-organic frameworks (MOFs) are of high fundamental and also practical relevance. A particularly intriguing technique for determining anisotropic elastic tensors is Brillouin scattering, which so far has rarely been used for highly complex materials like MOFs. In the present contribution, we apply this technique to study a newly synthesized MOF-type material, referred to as GUT2. We show that when combining the experiments with state-of-the-art simulations of elastic properties and phonon bands (based on machine-learned force fields and dispersion-corrected density-functional theory). This provides a comprehensive understanding of the experimental signals, which are correlated with the longitudinal and transverse sound velocities. Moreover, even when dealing with comparably small single crystals, which limit the range of accessible experimental data, combining the insights from simulations and experiments allows the determination of approximate values for the components of the elastic tensor of the studied material. |
| title | Combining Brillouin spectroscopy and machine learned interatomic potentials to probe mechanical properties of metal organic frameworks |
| topic | Materials Science |
| url | https://arxiv.org/abs/2409.07039 |