Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds
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{
"id": "2396",
"updated": "2024-10-11T13:08:13.934249+00:00",
"metadata": {
"version": 5,
"contributors": [
{
"givennames": "Nicolas",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"email": "nicolas.mounet@epfl.ch",
"familyname": "Mounet"
},
{
"givennames": "Marco",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Gibertini"
},
{
"givennames": "Philippe",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Schwaller"
},
{
"givennames": "Davide",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Campi"
},
{
"givennames": "Andrius",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland",
"Vilnius University Institute of Biotechnology, Sauletekio al. 7, LT-10257 Vilnius, Lithuania"
],
"familyname": "Merkys"
},
{
"givennames": "Antimo",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Marrazzo"
},
{
"givennames": "Thibault",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Sohier"
},
{
"givennames": "Ivano E.",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Castelli"
},
{
"givennames": "Andrea",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Cepellotti"
},
{
"givennames": "Giovanni",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"familyname": "Pizzi"
},
{
"givennames": "Nicola",
"affiliations": [
"Theory and Simulation of Materials (THEOS), and National Centre for Computational Design and Discovery of Novel Materials (MARVEL), \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, CH-1015 Lausanne, Switzerland"
],
"email": "nicola.marzari@epfl.ch",
"familyname": "Marzari"
}
],
"title": "Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds",
"_oai": {
"id": "oai:materialscloud.org:2396"
},
"keywords": [
"2D",
"two-dimensional",
"monolayer",
"database",
"high-throughput",
"DFT",
"vibrational properties",
"phonons",
"electronic properties",
"electronic bands",
"magnetic properties",
"MARVEL"
],
"publication_date": "Oct 11, 2024, 15:08:13",
"_files": [
{
"key": "2D_materials.tar.gz",
"description": "The repository contains 258 two-dimensional crystal structures, exfoliated from three-dimensional experimental crystal structures. Together with each structure, a set of materials properties and the 3D parents are also given. In addition, the repository contains 1567 unrelaxed 2D structures (coming from the bare exfoliation of 3D compounds), classified as easily or potentially exfoliable.",
"checksum": "md5:561d00648433f8e1cbf9814e03a9733c",
"size": 119526942
},
{
"key": "two_dimensional_database.aiida",
"description": "Full database and its provenance, in the form of an AiiDA export file (migrated from AiiDA v1.4.1 to AiiDA v2.6.2 (schema version 'main_0001')). Older versions of the export file can be found in earlier versions of this entry. Note that the ICSD initial structures are protected by copyright and were therefore not included.",
"checksum": "md5:cd54098a8afd8664cb48d5204c540772",
"size": 879394065
},
{
"key": "LICENSE.txt",
"description": "Information on the licensing of the pseudopotential files distributed with this entry.",
"checksum": "md5:660dd51a9b7a42af338755f3da729bdc",
"size": 15080
},
{
"key": "README.txt",
"description": "Description of the files distributed with this entry.",
"checksum": "md5:e7b80e7300299c182292eb64982c0385",
"size": 1553
}
],
"references": [
{
"doi": null,
"citation": "N. Mounet, M. Gibertini, P. Schwaller, A. Merkys, I. E. Castelli, A. Cepellotti, G. Pizzi, N. Marzari, arXiv:1611.05234 (2016)",
"url": "https://arxiv.org/abs/1611.05234",
"type": "Preprint"
},
{
"doi": "10.1038/s41565-017-0035-5",
"citation": "N. Mounet, M. Gibertini, P. Schwaller, D. Campi, A. Merkys, A. Marrazzo, T. Sohier, I. E. Castelli, A. Cepellotti, G. Pizzi, N. Marzari, Nat. Nanotech. 13, pp. 246-252 (2018)",
"url": "https://www.nature.com/articles/s41565-017-0035-5",
"type": "Journal reference"
}
],
"description": "Two-dimensional (2D) materials have emerged as promising candidates for next-generation electronic and optoelectronic applications. Yet, only a few dozens of 2D materials have been successfully synthesized or exfoliated. Here, we search for novel 2D materials that can be easily exfoliated from their parent compounds. Starting from 108423 unique, experimentally known three-dimensional compounds we identify a subset of 5619 that appear layered according to robust geometric and bonding criteria. High-throughput calculations using van-der-Waals density-functional theory, validated against experimental structural data and calculated random-phase-approximation binding energies, allow to identify 1825 compounds that are either easily or potentially exfoliable. In particular, the subset of 1036 easily exfoliable cases provides novel structural prototypes and simple ternary compounds as well as a large portfolio of materials to search from for optimal properties. For a subset of 258 compounds we explore vibrational, electronic, magnetic, and topological properties, identifying 56 ferromagnetic and antiferromagnetic systems, including half-metals and half-semiconductors. This archive entry contains the database of 2D materials (structural parameters, band structures, binding energies, phonons for the subset of the 258 easily exfoliable materials with less than 6 atoms, structures and binding energies for the remaining 1567 materials) together with the provenance of all data and calculations as stored by AiiDA.",
"status": "published",
"license": "Creative Commons Attribution 4.0 International",
"conceptrecid": "15",
"is_last": true,
"mcid": "2024.157",
"edited_by": 576,
"id": "2396",
"owner": 381,
"license_addendum": "Note: A number of pseudopotentials included in the files are redistributed under a different license (see LICENSE.txt file).",
"doi": "10.24435/materialscloud:yf-kf"
},
"revision": 2,
"created": "2024-10-11T11:32:57.776087+00:00"
}