Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1785151817431121920 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10686666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT hollandjulian aworkflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT demeyeretom aworkflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT bhandariarihant aworkflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT hankefelix aworkflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT milmanvictor aworkflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT skylarischriskriton aworkflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT hollandjulian workflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT demeyeretom workflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT bhandariarihant workflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT hankefelix workflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT milmanvictor workflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 AT skylarischriskriton workflowforidentifyingviablecrystalstructureswithpartiallyoccupiedsitesappliedtothesolidelectrolytecubicli7la3zr2o12 |