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Transferable Classical Force Field for Pure and Mixed Metal Halide Perovskites Parameterized from First-Principles
[Image: see text] Many key features in photovoltaic perovskites occur in relatively long time scales and involve mixed compositions. This requires realistic but also numerically simple models. In this work we present a transferable classical force field to describe the mixed hybrid perovskite MA(x)F...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795557/ https://www.ncbi.nlm.nih.gov/pubmed/35576452 http://dx.doi.org/10.1021/acs.jcim.1c01506 |
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author | Seijas-Bellido, Juan Antonio Samanta, Bipasa Valadez-Villalobos, Karen Gallardo, Juan Jesús Navas, Javier Balestra, Salvador R. G. Madero Castro, Rafael María Vicent-Luna, José Manuel Tao, Shuxia Toroker, Maytal Caspary Anta, Juan Antonio |
author_facet | Seijas-Bellido, Juan Antonio Samanta, Bipasa Valadez-Villalobos, Karen Gallardo, Juan Jesús Navas, Javier Balestra, Salvador R. G. Madero Castro, Rafael María Vicent-Luna, José Manuel Tao, Shuxia Toroker, Maytal Caspary Anta, Juan Antonio |
author_sort | Seijas-Bellido, Juan Antonio |
collection | PubMed |
description | [Image: see text] Many key features in photovoltaic perovskites occur in relatively long time scales and involve mixed compositions. This requires realistic but also numerically simple models. In this work we present a transferable classical force field to describe the mixed hybrid perovskite MA(x)FA(1–x)Pb(Br(y)I(1–y))(3) for variable composition (∀x, y ∈ [0, 1]). The model includes Lennard-Jones and Buckingham potentials to describe the interactions between the atoms of the inorganic lattice and the organic molecule, and the AMBER model to describe intramolecular atomic interactions. Most of the parameters of the force field have been obtained by means of a genetic algorithm previously developed to parametrize the CsPb(Br(x)I(1–x))(3) perovskite (Balestra et al. J. Mater. Chem. A. 2020, DOI: 10.1039/d0ta03200j). The algorithm finds the best parameter set that simultaneously fits the DFT energies obtained for several crystalline structures with moderate degrees of distortion with respect to the equilibrium configuration. The resulting model reproduces correctly the XRD patterns, the expansion of the lattice upon I/Br substitution, and the thermal expansion coefficients. We use the model to run classical molecular dynamics simulations with up to 8600 atoms and simulation times of up to 40 ns. From the simulations we have extracted the ion diffusion coefficient of the pure and mixed perovskites, presenting for the first time these values obtained by a fully dynamical method using a transferable model fitted to first-principles calculations. The values here reported can be considered as the theoretical upper limit, that is, without grain boundaries or other defects, for ion migration dynamics induced by halide vacancies in photovoltaic perovskite devices under operational conditions. |
format | Online Article Text |
id | pubmed-9795557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-97955572022-12-29 Transferable Classical Force Field for Pure and Mixed Metal Halide Perovskites Parameterized from First-Principles Seijas-Bellido, Juan Antonio Samanta, Bipasa Valadez-Villalobos, Karen Gallardo, Juan Jesús Navas, Javier Balestra, Salvador R. G. Madero Castro, Rafael María Vicent-Luna, José Manuel Tao, Shuxia Toroker, Maytal Caspary Anta, Juan Antonio J Chem Inf Model [Image: see text] Many key features in photovoltaic perovskites occur in relatively long time scales and involve mixed compositions. This requires realistic but also numerically simple models. In this work we present a transferable classical force field to describe the mixed hybrid perovskite MA(x)FA(1–x)Pb(Br(y)I(1–y))(3) for variable composition (∀x, y ∈ [0, 1]). The model includes Lennard-Jones and Buckingham potentials to describe the interactions between the atoms of the inorganic lattice and the organic molecule, and the AMBER model to describe intramolecular atomic interactions. Most of the parameters of the force field have been obtained by means of a genetic algorithm previously developed to parametrize the CsPb(Br(x)I(1–x))(3) perovskite (Balestra et al. J. Mater. Chem. A. 2020, DOI: 10.1039/d0ta03200j). The algorithm finds the best parameter set that simultaneously fits the DFT energies obtained for several crystalline structures with moderate degrees of distortion with respect to the equilibrium configuration. The resulting model reproduces correctly the XRD patterns, the expansion of the lattice upon I/Br substitution, and the thermal expansion coefficients. We use the model to run classical molecular dynamics simulations with up to 8600 atoms and simulation times of up to 40 ns. From the simulations we have extracted the ion diffusion coefficient of the pure and mixed perovskites, presenting for the first time these values obtained by a fully dynamical method using a transferable model fitted to first-principles calculations. The values here reported can be considered as the theoretical upper limit, that is, without grain boundaries or other defects, for ion migration dynamics induced by halide vacancies in photovoltaic perovskite devices under operational conditions. American Chemical Society 2022-05-16 2022-12-26 /pmc/articles/PMC9795557/ /pubmed/35576452 http://dx.doi.org/10.1021/acs.jcim.1c01506 Text en © 2022 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 | Seijas-Bellido, Juan Antonio Samanta, Bipasa Valadez-Villalobos, Karen Gallardo, Juan Jesús Navas, Javier Balestra, Salvador R. G. Madero Castro, Rafael María Vicent-Luna, José Manuel Tao, Shuxia Toroker, Maytal Caspary Anta, Juan Antonio Transferable Classical Force Field for Pure and Mixed Metal Halide Perovskites Parameterized from First-Principles |
title | Transferable Classical Force Field for Pure and Mixed
Metal Halide Perovskites Parameterized from First-Principles |
title_full | Transferable Classical Force Field for Pure and Mixed
Metal Halide Perovskites Parameterized from First-Principles |
title_fullStr | Transferable Classical Force Field for Pure and Mixed
Metal Halide Perovskites Parameterized from First-Principles |
title_full_unstemmed | Transferable Classical Force Field for Pure and Mixed
Metal Halide Perovskites Parameterized from First-Principles |
title_short | Transferable Classical Force Field for Pure and Mixed
Metal Halide Perovskites Parameterized from First-Principles |
title_sort | transferable classical force field for pure and mixed
metal halide perovskites parameterized from first-principles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795557/ https://www.ncbi.nlm.nih.gov/pubmed/35576452 http://dx.doi.org/10.1021/acs.jcim.1c01506 |
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