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High throughput calculations for a dataset of bilayer materials
Bilayer materials made of 2D monolayers are emerging as new systems creating diverse opportunities for basic research and applications in optoelectronics, thermoelectrics, and topological science among others. Herein, we present a computational bilayer materials dataset containing 760 structures wit...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10121719/ https://www.ncbi.nlm.nih.gov/pubmed/37085503 http://dx.doi.org/10.1038/s41597-023-02146-7 |
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author | Barik, Ranjan Kumar Woods, Lilia M. |
author_facet | Barik, Ranjan Kumar Woods, Lilia M. |
author_sort | Barik, Ranjan Kumar |
collection | PubMed |
description | Bilayer materials made of 2D monolayers are emerging as new systems creating diverse opportunities for basic research and applications in optoelectronics, thermoelectrics, and topological science among others. Herein, we present a computational bilayer materials dataset containing 760 structures with their structural, electronic, and transport properties. Different stacking patterns of each bilayer have been framed by analyzing their monolayer symmetries. Density functional theory calculations including van der Waals interactions are carried out for each stacking pattern to evaluate the corresponding ground states, which are correctly identified for experimentally synthesized transition metal dichalcogenides, graphene, boron nitride, and silicene. Binding energies and interlayer charge transfer are evaluated to analyze the interlayer coupling strength. Our dataset can be used for materials screening and data-assisted modeling for desired thermoelectric or optoelectronic applications. |
format | Online Article Text |
id | pubmed-10121719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101217192023-04-23 High throughput calculations for a dataset of bilayer materials Barik, Ranjan Kumar Woods, Lilia M. Sci Data Data Descriptor Bilayer materials made of 2D monolayers are emerging as new systems creating diverse opportunities for basic research and applications in optoelectronics, thermoelectrics, and topological science among others. Herein, we present a computational bilayer materials dataset containing 760 structures with their structural, electronic, and transport properties. Different stacking patterns of each bilayer have been framed by analyzing their monolayer symmetries. Density functional theory calculations including van der Waals interactions are carried out for each stacking pattern to evaluate the corresponding ground states, which are correctly identified for experimentally synthesized transition metal dichalcogenides, graphene, boron nitride, and silicene. Binding energies and interlayer charge transfer are evaluated to analyze the interlayer coupling strength. Our dataset can be used for materials screening and data-assisted modeling for desired thermoelectric or optoelectronic applications. Nature Publishing Group UK 2023-04-21 /pmc/articles/PMC10121719/ /pubmed/37085503 http://dx.doi.org/10.1038/s41597-023-02146-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Barik, Ranjan Kumar Woods, Lilia M. High throughput calculations for a dataset of bilayer materials |
title | High throughput calculations for a dataset of bilayer materials |
title_full | High throughput calculations for a dataset of bilayer materials |
title_fullStr | High throughput calculations for a dataset of bilayer materials |
title_full_unstemmed | High throughput calculations for a dataset of bilayer materials |
title_short | High throughput calculations for a dataset of bilayer materials |
title_sort | high throughput calculations for a dataset of bilayer materials |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10121719/ https://www.ncbi.nlm.nih.gov/pubmed/37085503 http://dx.doi.org/10.1038/s41597-023-02146-7 |
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