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A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)

[Image: see text] To date, experimental and theoretical works have been unable to uncover the ground-state configuration of the solid electrolyte cubic Li(7)La(3)Zr(2)O(12) (c-LLZO). Computational studies rely on an initial low-energy structure as a reference point. Here, we present a methodology fo...

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Autores principales: Holland, Julian, Demeyere, Tom, Bhandari, Arihant, Hanke, Felix, Milman, Victor, Skylaris, Chris-Kriton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10686666/
https://www.ncbi.nlm.nih.gov/pubmed/37939005
http://dx.doi.org/10.1021/acs.jpclett.3c02064
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author Holland, Julian
Demeyere, Tom
Bhandari, Arihant
Hanke, Felix
Milman, Victor
Skylaris, Chris-Kriton
author_facet Holland, Julian
Demeyere, Tom
Bhandari, Arihant
Hanke, Felix
Milman, Victor
Skylaris, Chris-Kriton
author_sort Holland, Julian
collection PubMed
description [Image: see text] To date, experimental and theoretical works have been unable to uncover the ground-state configuration of the solid electrolyte cubic Li(7)La(3)Zr(2)O(12) (c-LLZO). Computational studies rely on an initial low-energy structure as a reference point. Here, we present a methodology for identifying energetically favorable configurations of c-LLZO for a crystallographically predicted structure. We begin by eliminating structures that involve overlapping Li atoms based on nearest neighbor counts. We further reduce the configuration space by eliminating symmetry images from all remaining structures. Then, we perform a machine learning-based energetic ordering of all remaining structures. By considering the geometrical constraints that emerge from this methodology, we determine that a large portion of previously reported structures may not be feasible or stable. The method developed here could be extended to other ion conductors. We provide a database containing all of the generated structures with the aim of improving accuracy and reproducibility in future c-LLZO research.
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spelling pubmed-106866662023-11-30 A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12) Holland, Julian Demeyere, Tom Bhandari, Arihant Hanke, Felix Milman, Victor Skylaris, Chris-Kriton J Phys Chem Lett [Image: see text] To date, experimental and theoretical works have been unable to uncover the ground-state configuration of the solid electrolyte cubic Li(7)La(3)Zr(2)O(12) (c-LLZO). Computational studies rely on an initial low-energy structure as a reference point. Here, we present a methodology for identifying energetically favorable configurations of c-LLZO for a crystallographically predicted structure. We begin by eliminating structures that involve overlapping Li atoms based on nearest neighbor counts. We further reduce the configuration space by eliminating symmetry images from all remaining structures. Then, we perform a machine learning-based energetic ordering of all remaining structures. By considering the geometrical constraints that emerge from this methodology, we determine that a large portion of previously reported structures may not be feasible or stable. The method developed here could be extended to other ion conductors. We provide a database containing all of the generated structures with the aim of improving accuracy and reproducibility in future c-LLZO research. American Chemical Society 2023-11-08 /pmc/articles/PMC10686666/ /pubmed/37939005 http://dx.doi.org/10.1021/acs.jpclett.3c02064 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 Holland, Julian
Demeyere, Tom
Bhandari, Arihant
Hanke, Felix
Milman, Victor
Skylaris, Chris-Kriton
A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)
title A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)
title_full A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)
title_fullStr A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)
title_full_unstemmed A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)
title_short A Workflow for Identifying Viable Crystal Structures with Partially Occupied Sites Applied to the Solid Electrolyte Cubic Li(7)La(3)Zr(2)O(12)
title_sort workflow for identifying viable crystal structures with partially occupied sites applied to the solid electrolyte cubic li(7)la(3)zr(2)o(12)
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10686666/
https://www.ncbi.nlm.nih.gov/pubmed/37939005
http://dx.doi.org/10.1021/acs.jpclett.3c02064
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