MARTINI-based force fields for predicting gas separation performances of MOF/polymer composites
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| Format: | Preprint |
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2025
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| _version_ | 1866911094870638592 |
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| author | Alvares, Cecilia M. S. Semino, Rocio |
| author_facet | Alvares, Cecilia M. S. Semino, Rocio |
| contents | MOF/polymer composites have been widely investigated in the past decade for gas separation applications. However, the impact of MOF nanoparticle morphology and size in gas separation have not yet been systematically studied by computer simulation techniques. In this work, coarse grained simulations are deployed to study gas adsorption in ZIF-8/PVDF at the nanoparticle level. Nanoparticles of different morphologies and sizes are explored, and adsorption of CO2, N2 and CH4 is investigated throughout the extension of the bulk and surface of the nanoparticle as well as of the polymer phase. Results reproduce the expected preference for CO2 over the other two gasses. Nanoparticles of smaller sizes provide better separation performance at ambient conditions, while rhombic dodecahedron nanoparticles perform better than cubic ones. This work presents a perspective on the merits and limitations of modelling gas adsorption in MOF/polymer composites at the nanoparticle level via particle-based coarse graining approaches, and provides a methodological set-up which can be integrated into high-throughput schemes, bringing us closer to reaching time- and length scales that can be directly compared with experimental data. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2508_04672 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | MARTINI-based force fields for predicting gas separation performances of MOF/polymer composites Alvares, Cecilia M. S. Semino, Rocio Chemical Physics MOF/polymer composites have been widely investigated in the past decade for gas separation applications. However, the impact of MOF nanoparticle morphology and size in gas separation have not yet been systematically studied by computer simulation techniques. In this work, coarse grained simulations are deployed to study gas adsorption in ZIF-8/PVDF at the nanoparticle level. Nanoparticles of different morphologies and sizes are explored, and adsorption of CO2, N2 and CH4 is investigated throughout the extension of the bulk and surface of the nanoparticle as well as of the polymer phase. Results reproduce the expected preference for CO2 over the other two gasses. Nanoparticles of smaller sizes provide better separation performance at ambient conditions, while rhombic dodecahedron nanoparticles perform better than cubic ones. This work presents a perspective on the merits and limitations of modelling gas adsorption in MOF/polymer composites at the nanoparticle level via particle-based coarse graining approaches, and provides a methodological set-up which can be integrated into high-throughput schemes, bringing us closer to reaching time- and length scales that can be directly compared with experimental data. |
| title | MARTINI-based force fields for predicting gas separation performances of MOF/polymer composites |
| topic | Chemical Physics |
| url | https://arxiv.org/abs/2508.04672 |