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Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings for Solid-State Batteries: Development of a Tailored Reactive Force Field for Multiscale Simulations
[Image: see text] In order to investigate Li(2)S as a potential protective coating for lithium anode batteries using superionic electrolytes, we need to describe reactions and transport for systems at scales of >10,000 atoms for time scales beyond nanoseconds, which is most impractical for quantu...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694816/ http://dx.doi.org/10.1021/acs.jpcc.3c04991 |
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author | D’Amore, Maddalena Yang, Moon Young Das, Tridip Ferrari, Anna Maria Kim, Minho M. Rocca, Riccardo Sgroi, Mauro Fortunelli, Alessandro Goddard, William A. |
author_facet | D’Amore, Maddalena Yang, Moon Young Das, Tridip Ferrari, Anna Maria Kim, Minho M. Rocca, Riccardo Sgroi, Mauro Fortunelli, Alessandro Goddard, William A. |
author_sort | D’Amore, Maddalena |
collection | PubMed |
description | [Image: see text] In order to investigate Li(2)S as a potential protective coating for lithium anode batteries using superionic electrolytes, we need to describe reactions and transport for systems at scales of >10,000 atoms for time scales beyond nanoseconds, which is most impractical for quantum mechanics (QM) calculations. To overcome this issue, here, we first report the development of the reactive analytical force field (ReaxFF) based on density functional theory (DFT) calculations on model systems at the PBE0/TZVP and M062X/TZVP levels. Then, we carry out reactive molecular dynamics simulations (RMD) for up to 20 ns to investigate the diffusion mechanisms in bulk Li(2)S as a function of vacancy density, determining the activation barrier for diffusion and conductivity. We show that RMD predictions for diffusion and conductivity are comparable to experiments, while results on model systems are consistent with and validated by short (10–100 ps) ab initio molecular dynamics (AIMD). This new ReaxFF for Li(2)S systems enables practical RMD on spatial scales of 10–100 nm (10,000 to 10 million atoms) for the time scales of 20 ns required to investigate predictively the interfaces between electrodes and electrolytes, electrodes and coatings, and coatings and electrolytes during the charging and discharging processes. |
format | Online Article Text |
id | pubmed-10694816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-106948162023-12-05 Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings for Solid-State Batteries: Development of a Tailored Reactive Force Field for Multiscale Simulations D’Amore, Maddalena Yang, Moon Young Das, Tridip Ferrari, Anna Maria Kim, Minho M. Rocca, Riccardo Sgroi, Mauro Fortunelli, Alessandro Goddard, William A. J Phys Chem C Nanomater Interfaces [Image: see text] In order to investigate Li(2)S as a potential protective coating for lithium anode batteries using superionic electrolytes, we need to describe reactions and transport for systems at scales of >10,000 atoms for time scales beyond nanoseconds, which is most impractical for quantum mechanics (QM) calculations. To overcome this issue, here, we first report the development of the reactive analytical force field (ReaxFF) based on density functional theory (DFT) calculations on model systems at the PBE0/TZVP and M062X/TZVP levels. Then, we carry out reactive molecular dynamics simulations (RMD) for up to 20 ns to investigate the diffusion mechanisms in bulk Li(2)S as a function of vacancy density, determining the activation barrier for diffusion and conductivity. We show that RMD predictions for diffusion and conductivity are comparable to experiments, while results on model systems are consistent with and validated by short (10–100 ps) ab initio molecular dynamics (AIMD). This new ReaxFF for Li(2)S systems enables practical RMD on spatial scales of 10–100 nm (10,000 to 10 million atoms) for the time scales of 20 ns required to investigate predictively the interfaces between electrodes and electrolytes, electrodes and coatings, and coatings and electrolytes during the charging and discharging processes. American Chemical Society 2023-11-15 /pmc/articles/PMC10694816/ http://dx.doi.org/10.1021/acs.jpcc.3c04991 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | D’Amore, Maddalena Yang, Moon Young Das, Tridip Ferrari, Anna Maria Kim, Minho M. Rocca, Riccardo Sgroi, Mauro Fortunelli, Alessandro Goddard, William A. Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings for Solid-State Batteries: Development of a Tailored Reactive Force Field for Multiscale Simulations |
title | Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings
for Solid-State Batteries: Development of a Tailored
Reactive Force Field for Multiscale Simulations |
title_full | Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings
for Solid-State Batteries: Development of a Tailored
Reactive Force Field for Multiscale Simulations |
title_fullStr | Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings
for Solid-State Batteries: Development of a Tailored
Reactive Force Field for Multiscale Simulations |
title_full_unstemmed | Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings
for Solid-State Batteries: Development of a Tailored
Reactive Force Field for Multiscale Simulations |
title_short | Understanding Ionic Diffusion Mechanisms in Li(2)S Coatings
for Solid-State Batteries: Development of a Tailored
Reactive Force Field for Multiscale Simulations |
title_sort | understanding ionic diffusion mechanisms in li(2)s coatings
for solid-state batteries: development of a tailored
reactive force field for multiscale simulations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694816/ http://dx.doi.org/10.1021/acs.jpcc.3c04991 |
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