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| Main Authors: | , , , , , , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2510.21880 |
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| _version_ | 1866914334627594240 |
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| author | Zhang, Yaoting Brillantes, Mikaella Kuczera, Justine Ferasat, Keyvan Gabriel, Mia L. San Briggs, Scott Kim, Chang Seok Opletal, George Yang, Yuankai Howe, Jane Beland, Laurent K. |
| author_facet | Zhang, Yaoting Brillantes, Mikaella Kuczera, Justine Ferasat, Keyvan Gabriel, Mia L. San Briggs, Scott Kim, Chang Seok Opletal, George Yang, Yuankai Howe, Jane Beland, Laurent K. |
| contents | This study investigates interlayer diffusion dynamics in sodium montmorillonite (Na--MMT), a smectite clay widely used in environmental remediation, pharmaceutical formulations, and advanced materials. Understanding diffusion in Na--MMT is critical, yet current models often rely on fitted parameters rather than directly linking transport to microscopic structure; even when the structure is known, interlayer diffusion remains challenging to model. This motivates the development of a predictive, coarse-grained, geometry-based computational framework.
Our multiscale framework couples atomistic simulations with a coarse-grained mesoscale model to quantify contributions from interlayer one-, two-, and three-water pores, as well as free pores ($>3$-water diameter), across dry densities of $0.8$--$1.3~\mathrm{g\,cm^{-3}}$. Experimentally derived platelet size distributions, polydispersity, and anisotropic transport behavior are explicitly incorporated.
Results indicate that interlayer pores contribute minimally to overall water diffusion at the studied densities, with transport dominated by free pores. Predicted diffusion scaling factors closely match tritium tracer measurements when interlayer throttling is included, and the model captures the pronounced anisotropy of Na--MMT. Validation against lattice Boltzmann simulations and experiments demonstrates reliable reproduction of geometric tortuosity and pore-size distributions. Despite limitations, including rigid platelets and omission of three-water energy minima, the coarse-grained framework provides a robust platform for understanding nanoconfined diffusion. Future work will focus on refining interlayer energy landscapes and incorporating flexible platelet mechanics. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2510_21880 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Interlayer Pores Play a Limited Role in Diffusion Through Hydrated Na-MMT: Insights from a Multiscale, Experimentally Anchored Model Zhang, Yaoting Brillantes, Mikaella Kuczera, Justine Ferasat, Keyvan Gabriel, Mia L. San Briggs, Scott Kim, Chang Seok Opletal, George Yang, Yuankai Howe, Jane Beland, Laurent K. Materials Science Mesoscale and Nanoscale Physics This study investigates interlayer diffusion dynamics in sodium montmorillonite (Na--MMT), a smectite clay widely used in environmental remediation, pharmaceutical formulations, and advanced materials. Understanding diffusion in Na--MMT is critical, yet current models often rely on fitted parameters rather than directly linking transport to microscopic structure; even when the structure is known, interlayer diffusion remains challenging to model. This motivates the development of a predictive, coarse-grained, geometry-based computational framework. Our multiscale framework couples atomistic simulations with a coarse-grained mesoscale model to quantify contributions from interlayer one-, two-, and three-water pores, as well as free pores ($>3$-water diameter), across dry densities of $0.8$--$1.3~\mathrm{g\,cm^{-3}}$. Experimentally derived platelet size distributions, polydispersity, and anisotropic transport behavior are explicitly incorporated. Results indicate that interlayer pores contribute minimally to overall water diffusion at the studied densities, with transport dominated by free pores. Predicted diffusion scaling factors closely match tritium tracer measurements when interlayer throttling is included, and the model captures the pronounced anisotropy of Na--MMT. Validation against lattice Boltzmann simulations and experiments demonstrates reliable reproduction of geometric tortuosity and pore-size distributions. Despite limitations, including rigid platelets and omission of three-water energy minima, the coarse-grained framework provides a robust platform for understanding nanoconfined diffusion. Future work will focus on refining interlayer energy landscapes and incorporating flexible platelet mechanics. |
| title | Interlayer Pores Play a Limited Role in Diffusion Through Hydrated Na-MMT: Insights from a Multiscale, Experimentally Anchored Model |
| topic | Materials Science Mesoscale and Nanoscale Physics |
| url | https://arxiv.org/abs/2510.21880 |