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Data publication: Non-van der Waals Heterostructures

Nihei, Anastasiia; Barnowsky, Tom; Friedrich, Rico

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    <dct:title>Data publication: Non-van der Waals Heterostructures</dct:title>
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    <dcat:keyword>2D materials</dcat:keyword>
    <dcat:keyword>non-van der Waals compounds</dcat:keyword>
    <dcat:keyword>heterostructures</dcat:keyword>
    <dcat:keyword>interface design</dcat:keyword>
    <dcat:keyword>magnetism</dcat:keyword>
    <dcat:keyword>data-driven research</dcat:keyword>
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    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2025-03-10</dct:issued>
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    <dct:description>&lt;p&gt;This dataset includes the primary research data for the publication &amp;quot;Non-van der Waals Heterostructures&amp;quot;&amp;nbsp;by A. Nihei, T. Barnowsky, and R. Friedrich. The dataset encompasses all heterostructure calculations performed in the study.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Repository Structure&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;The dataset is systematically organized into four primary directories:&lt;/p&gt; &lt;p&gt;&lt;em&gt;Diamagnetic_diamagnetic/&lt;/em&gt; &amp;ndash; Contains computational results for heterostructures composed of two diamagnetic components.&lt;br&gt; &lt;em&gt;Diamagnetic_magnetic/&lt;/em&gt; &amp;ndash; Contains computational results for heterostructures comprising one diamagnetic and one magnetic component.&lt;br&gt; &lt;em&gt;Magnetic_magnetic/&lt;/em&gt; &amp;ndash; Contains computational results for systems consisting of two magnetic components.&lt;br&gt; &lt;em&gt;Supplementary/&lt;/em&gt; - Contains additional computations that complement the main heterostructure datasets:&lt;/p&gt; &lt;p&gt;&amp;nbsp; &amp;nbsp; -&amp;nbsp;&lt;em&gt;Convergence_Test/&lt;/em&gt; - Contains convergence tests with respect to &lt;em&gt;k&lt;/em&gt;-point density. It includes calculations for structural relaxation (relax_convergence) and for static and band structure evaluations (bands_dos_convergence). The folder naming convention reflects the &lt;em&gt;k&lt;/em&gt;-point sampling in the xy-plane: for instance, a folder labeled 3 corresponds to a 3&amp;times;3&amp;times;1 &lt;em&gt;k&lt;/em&gt;-point grid.&lt;/p&gt; &lt;p&gt;&amp;nbsp; &amp;nbsp; - &lt;em&gt;HSE06/&lt;/em&gt; - Contains computational results of electronic band structure and density of states (BANDS_DOS) or only static runs (SCF_Only) for heterostructures and single layers calculated with the HSE06 functional.&lt;br&gt; &amp;nbsp; &amp;nbsp; - &lt;em&gt;Reference&lt;/em&gt;/ &amp;ndash; Contains computational results for graphene homobilayer systems.&lt;br&gt; &amp;nbsp; &amp;nbsp; - &lt;em&gt;Shifted_Fe2O3_MgTiO3&lt;/em&gt;/ - Contains computational results for 9&amp;times;9 grid of calculations for possible shifts in the Fe&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt;_MgTiO&lt;sub&gt;3&lt;/sub&gt; heterostructure.&lt;br&gt; &amp;nbsp; &amp;nbsp; - &lt;em&gt;Strain_Effect&lt;/em&gt;/ - Contains computational results for single layers with a cell strained as in the HS, but relaxed atomic structure.&lt;/p&gt; &lt;p&gt;&lt;br&gt; &lt;strong&gt;Naming Conventions&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;Each heterostructure is identified by a systematic naming scheme, structured as follows:&lt;/p&gt; &lt;p&gt;Component1_Component2_NumberOfAtoms_TwistAngle_Strain_Functional&lt;/p&gt; &lt;p&gt;, where&lt;/p&gt; &lt;p&gt;NumberOfAtoms - Total number of atoms in the unit cell&lt;br&gt; TwistAngle &amp;ndash; Twist angle (degrees) between 2D components&lt;br&gt; Strain &amp;ndash; Initial strain applied to individual components in the resulting heterostructure&lt;br&gt; Functional &amp;ndash; Exchange-correlation functional and theoretical level employed (plain PBE(+&lt;em&gt;U&lt;/em&gt;), PBE(+&lt;em&gt;U&lt;/em&gt;)+D3, SCAN+rVV10)&lt;/p&gt; &lt;p&gt;Each shifted Fe&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt;_MgTiO&lt;sub&gt;3&lt;/sub&gt; heterostructure is identified by a systematic naming scheme, structured as follows:&lt;/p&gt; &lt;p&gt;Shift_x_y&lt;/p&gt; &lt;p&gt;, where inner Fe cation is shifted by (x;y) grid points from the origin (the shifts in x and y directions are changed by the increment of 1/9 of the lattice constant).&lt;/p&gt; &lt;p&gt;&lt;br&gt; &lt;strong&gt;Computational Data Organization&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;Structural relaxation steps and convergence results are stored within the main directory named according to the previously defined convention for the heterostructure.&lt;br&gt; Each system directory contains the following subdirectories:&lt;/p&gt; &lt;p&gt;&lt;em&gt;BANDS_DOS/&lt;/em&gt; &amp;ndash; Computed electronic band structures and density of states (DOS). Only density of states (DOS) is available for SCAN+rVV10 and some PBE(+&lt;em&gt;U&lt;/em&gt;)+D3 calculations.&lt;br&gt; density_difference/ (if present) &amp;ndash; Charge density difference calculations, where charge densities of static calculations of individual systems were subtracted from the heterostructure charge density.&lt;br&gt; &lt;em&gt;PARCHG/&lt;/em&gt; (if present) &amp;ndash; Partial charge density calculations for specified bands.&lt;br&gt; &lt;em&gt;PHONONS/&lt;/em&gt; (if present) - Phonon band structure data stored in JSON format.&lt;/p&gt; &lt;p&gt;&lt;br&gt; &lt;strong&gt;Additional Considerations&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;Large-scale systems &amp;ndash; Calculations for extended systems with up to 140 atoms are included.&lt;/p&gt; &lt;p&gt;Fe&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt;_MgTiO&lt;sub&gt;3&lt;/sub&gt; twisted systems &amp;ndash; The initial aflow.in (260 atoms) files and computational results (140 atoms) for these large systems are located in the Fe&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt;_MgTiO&lt;sub&gt;3&lt;/sub&gt; directory under Diamagnetic_magnetic/.&lt;/p&gt; &lt;p&gt;&lt;br&gt; &lt;strong&gt;Methodology&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;The monolayer structures used in this study originate from two previous publications [1,2].&lt;/p&gt; &lt;p&gt;The primary data for this systems can be obtained via the following links:&lt;/p&gt; &lt;p&gt;&lt;a href="https://doi.org/10.14278/rodare.1421"&gt;https://doi.org/10.14278/rodare.1421&lt;/a&gt;&lt;br&gt; &lt;a href="https://doi.org/10.14278/rodare.1852"&gt;https://doi.org/10.14278/rodare.1852&lt;/a&gt;&lt;/p&gt; &lt;p&gt;All heterostructures are generated by a custom &amp;ldquo;hetbuilder&amp;rdquo; implementation of the coincidence lattice method within the AFLOW software for materials design [3].&amp;nbsp; The AFLOW internal automatic determination of k-point sets is used in conjunction with an extension for 2D systems enabling only in-plane sampling. Further information will be available in the publication [4].&lt;/p&gt; &lt;p&gt;Most calculations were carried out using the AFLOW framework, which automated the execution of VASP calculations [5-9]. Partial charge density and HSE06 calculations were executed exclusively with VASP, independent of AFLOW. HSE06 runs were preformed using the pre-relaxed PBE(+&lt;em&gt;U&lt;/em&gt;) structures. Shifted Fe&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt;_MgTiO&lt;sub&gt;3&lt;/sub&gt; heterostructures were only vertically relaxed via selective dynamics.&lt;/p&gt; &lt;p&gt;The dataset enables reproducibility of the results presented in the associated publication.&lt;/p&gt;</dct:description>
    <dct:description xml:lang="">{"references": ["[1] Friedrich et al., Nano Lett. 22, 989, (2022).", "[2] Barnowsky et al., Adv. Electron. Mater. 9, 2201112, (2023).", "[3] S. Divilov et al., High Entropy Alloys Mater. 3, 178 (2025).", "[4] A. Nihei, T. Barnowsky, R. Kempt, S. Curtarolo, and R. Friedrich, manuscript in preparation (2026).", "[5] G. Kresse and J. Hafner, Phys. Rev. B 47, 558 (1993).", "[6] P. E. Bl\u00f6chl, O. Jepsen, and O. K. Andersen, Phys. Rev. B 49, 16223 (1994).", "[7] G. Kresse and J. Hafner, J. Phys.: Condens. Matter 6, 8245 (1994).", "[8] G. Kresse and J. Furthm\u00fcller, Phys. Rev. B 54, 11169 (1996).", "[9] G. Kresse and J. Furthm\u00fcller, Comput. Mater. Sci. 6, 15 (1996)."]}</dct:description>
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Publication date:
March 10, 2025
DOI:
10.14278/rodare.4653

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Keyword(s):
2D materials non-van der Waals compounds heterostructures interface design magnetism data-driven research computational materials science high-throughput computing
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Cites:
10.17815/jlsrf-3-159
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https://www.hzdr.de/publications/Publ-41082
Referenced by:
https://www.hzdr.de/publications/Publ-41218
References:
10.1021/acs.nanolett.1c03841, 10.1002/aelm.202201112, 10.14278/rodare.1421, 10.14278/rodare.1852
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