Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
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
_version_ 1784860287574212608
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
work_keys_str_mv AT seijasbellidojuanantonio transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT samantabipasa transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT valadezvillaloboskaren transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT gallardojuanjesus transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT navasjavier transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT balestrasalvadorrg transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT maderocastrorafaelmaria transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT vicentlunajosemanuel transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT taoshuxia transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT torokermaytalcaspary transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples
AT antajuanantonio transferableclassicalforcefieldforpureandmixedmetalhalideperovskitesparameterizedfromfirstprinciples