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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...

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Detalles Bibliográficos
Autores principales: Barik, Ranjan Kumar, Woods, Lilia M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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.
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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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