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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...

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Autores principales: D’Amore, Maddalena, Yang, Moon Young, Das, Tridip, Ferrari, Anna Maria, Kim, Minho M., Rocca, Riccardo, Sgroi, Mauro, Fortunelli, Alessandro, Goddard, William A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
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.
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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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