Computational synthesis of substrates by crystal cleavage
Abstract The discovery of substrate materials has been dominated by trial and error, opening the opportunity for a systematic search. We generate bonding networks for materials from the Materials Project and systematically break up to three bonds in the networks for three-dimensional crystals. Succe...
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Nature Portfolio
2021
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oai:doaj.org-article:50df639230ae4ccfb15d38794a987f2e2021-12-02T15:16:05ZComputational synthesis of substrates by crystal cleavage10.1038/s41524-021-00608-32057-3960https://doaj.org/article/50df639230ae4ccfb15d38794a987f2e2021-09-01T00:00:00Zhttps://doi.org/10.1038/s41524-021-00608-3https://doaj.org/toc/2057-3960Abstract The discovery of substrate materials has been dominated by trial and error, opening the opportunity for a systematic search. We generate bonding networks for materials from the Materials Project and systematically break up to three bonds in the networks for three-dimensional crystals. Successful cleavage reduces the bonding network to two periodic dimensions. We identify 4693 symmetrically unique cleavage surfaces across 2133 bulk crystals, 4626 of which have a maximum Miller index of one. We characterize the likelihood of cleavage by creating monolayers of these surfaces and calculating their thermodynamic stability using density functional theory to discover 3991 potential substrates. Following, we identify distinct trends in the work of cleavage and relate them to bonding in the three-dimensional precursor. We illustrate the potential impact of the substrate database by identifying several improved epitaxial substrates for the transparent conductor BaSnO3. The open-source databases of predicted and commercial substrates are available at MaterialsWeb.org.Joshua T. PaulAlice GaldiChristopher ParzyckKyle M. ShenJared MaxsonRichard G. HennigNature PortfolioarticleMaterials of engineering and construction. Mechanics of materialsTA401-492Computer softwareQA76.75-76.765ENnpj Computational Materials, Vol 7, Iss 1, Pp 1-6 (2021) |
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Materials of engineering and construction. Mechanics of materials TA401-492 Computer software QA76.75-76.765 |
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Materials of engineering and construction. Mechanics of materials TA401-492 Computer software QA76.75-76.765 Joshua T. Paul Alice Galdi Christopher Parzyck Kyle M. Shen Jared Maxson Richard G. Hennig Computational synthesis of substrates by crystal cleavage |
description |
Abstract The discovery of substrate materials has been dominated by trial and error, opening the opportunity for a systematic search. We generate bonding networks for materials from the Materials Project and systematically break up to three bonds in the networks for three-dimensional crystals. Successful cleavage reduces the bonding network to two periodic dimensions. We identify 4693 symmetrically unique cleavage surfaces across 2133 bulk crystals, 4626 of which have a maximum Miller index of one. We characterize the likelihood of cleavage by creating monolayers of these surfaces and calculating their thermodynamic stability using density functional theory to discover 3991 potential substrates. Following, we identify distinct trends in the work of cleavage and relate them to bonding in the three-dimensional precursor. We illustrate the potential impact of the substrate database by identifying several improved epitaxial substrates for the transparent conductor BaSnO3. The open-source databases of predicted and commercial substrates are available at MaterialsWeb.org. |
format |
article |
author |
Joshua T. Paul Alice Galdi Christopher Parzyck Kyle M. Shen Jared Maxson Richard G. Hennig |
author_facet |
Joshua T. Paul Alice Galdi Christopher Parzyck Kyle M. Shen Jared Maxson Richard G. Hennig |
author_sort |
Joshua T. Paul |
title |
Computational synthesis of substrates by crystal cleavage |
title_short |
Computational synthesis of substrates by crystal cleavage |
title_full |
Computational synthesis of substrates by crystal cleavage |
title_fullStr |
Computational synthesis of substrates by crystal cleavage |
title_full_unstemmed |
Computational synthesis of substrates by crystal cleavage |
title_sort |
computational synthesis of substrates by crystal cleavage |
publisher |
Nature Portfolio |
publishDate |
2021 |
url |
https://doaj.org/article/50df639230ae4ccfb15d38794a987f2e |
work_keys_str_mv |
AT joshuatpaul computationalsynthesisofsubstratesbycrystalcleavage AT alicegaldi computationalsynthesisofsubstratesbycrystalcleavage AT christopherparzyck computationalsynthesisofsubstratesbycrystalcleavage AT kylemshen computationalsynthesisofsubstratesbycrystalcleavage AT jaredmaxson computationalsynthesisofsubstratesbycrystalcleavage AT richardghennig computationalsynthesisofsubstratesbycrystalcleavage |
_version_ |
1718387507024887808 |