Online search tool for graphical patterns in electronic band structures

Stanislav S. Borysov*, Bart Olsthoorn, M. Berk Gedik, R. Matthias Geilhufe, Alexander V. Balatsky

*Corresponding author for this work

    Research output: Contribution to journalJournal articleResearchpeer-review

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    Abstract

    We present an online graphical pattern search tool for electronic band structure data contained within the Organic Materials Database (OMDB) available at https://omdb.diracmaterials.org/search/pattern. The tool is capable of finding user-specified graphical patterns in the collection of thousands of band structures from high-throughput ab initio calculations in the online regime. Using this tool, it only takes a few seconds to find an arbitrary graphical pattern within the ten electronic bands near the Fermi level for 26,739 organic crystals. The tool can be used to find realizations of functional materials characterized by a specific pattern in their electronic structure, for example, Dirac materials, characterized by a linear crossing of bands; topological insulators, characterized by a "Mexican hat" pattern or an effectively free electron gas, characterized by a parabolic dispersion. The source code of the developed tool is freely available at https://github.com/OrganicMaterialsDatabase/EBS-search and can be transferred to any other electronic band structure database. The approach allows for an automatic online analysis of a large collection of band structures where the amount of data makes its manual inspection impracticable.
    Original languageEnglish
    Article number46
    Journaln p j Computational Materials
    Volume4
    Issue number1
    Number of pages8
    ISSN2057-3960
    DOIs
    Publication statusPublished - 2018

    Cite this

    Borysov, Stanislav S. ; Olsthoorn, Bart ; Gedik, M. Berk ; Geilhufe, R. Matthias ; Balatsky, Alexander V. / Online search tool for graphical patterns in electronic band structures. In: n p j Computational Materials. 2018 ; Vol. 4, No. 1.
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    title = "Online search tool for graphical patterns in electronic band structures",
    abstract = "We present an online graphical pattern search tool for electronic band structure data contained within the Organic Materials Database (OMDB) available at https://omdb.diracmaterials.org/search/pattern. The tool is capable of finding user-specified graphical patterns in the collection of thousands of band structures from high-throughput ab initio calculations in the online regime. Using this tool, it only takes a few seconds to find an arbitrary graphical pattern within the ten electronic bands near the Fermi level for 26,739 organic crystals. The tool can be used to find realizations of functional materials characterized by a specific pattern in their electronic structure, for example, Dirac materials, characterized by a linear crossing of bands; topological insulators, characterized by a {"}Mexican hat{"} pattern or an effectively free electron gas, characterized by a parabolic dispersion. The source code of the developed tool is freely available at https://github.com/OrganicMaterialsDatabase/EBS-search and can be transferred to any other electronic band structure database. The approach allows for an automatic online analysis of a large collection of band structures where the amount of data makes its manual inspection impracticable.",
    author = "Borysov, {Stanislav S.} and Bart Olsthoorn and Gedik, {M. Berk} and Geilhufe, {R. Matthias} and Balatsky, {Alexander V.}",
    year = "2018",
    doi = "10.1038/s41524-018-0104-9",
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    Online search tool for graphical patterns in electronic band structures. / Borysov, Stanislav S.; Olsthoorn, Bart; Gedik, M. Berk; Geilhufe, R. Matthias; Balatsky, Alexander V.

    In: n p j Computational Materials, Vol. 4, No. 1, 46, 2018.

    Research output: Contribution to journalJournal articleResearchpeer-review

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    AU - Borysov, Stanislav S.

    AU - Olsthoorn, Bart

    AU - Gedik, M. Berk

    AU - Geilhufe, R. Matthias

    AU - Balatsky, Alexander V.

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    AB - We present an online graphical pattern search tool for electronic band structure data contained within the Organic Materials Database (OMDB) available at https://omdb.diracmaterials.org/search/pattern. The tool is capable of finding user-specified graphical patterns in the collection of thousands of band structures from high-throughput ab initio calculations in the online regime. Using this tool, it only takes a few seconds to find an arbitrary graphical pattern within the ten electronic bands near the Fermi level for 26,739 organic crystals. The tool can be used to find realizations of functional materials characterized by a specific pattern in their electronic structure, for example, Dirac materials, characterized by a linear crossing of bands; topological insulators, characterized by a "Mexican hat" pattern or an effectively free electron gas, characterized by a parabolic dispersion. The source code of the developed tool is freely available at https://github.com/OrganicMaterialsDatabase/EBS-search and can be transferred to any other electronic band structure database. The approach allows for an automatic online analysis of a large collection of band structures where the amount of data makes its manual inspection impracticable.

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