Data · dataset · 2023
A new dataset of 415k stable and metastable materials calculated with the PBEsol and SCAN functionals
Listed in Materials Cloud Archive
In the past decade we have witnessed the appearance of large databases of calculated material properties.
Description
These are most often obtained with the Perdew-Burke-Ernzerhof (PBE) functional of density-functional theory, a well established and reliable technique that is by now the standard in materials science. However, there have been recent theoretical developments that allow for an increased accuracy in the calculations.
Here, we present the updated alexandria dataset of calculations for more than 415k solid-state materials obtained with two improved functionals: PBE for solids (that yields consistently better geometries than the PBE) and SCAN (probably the best all-around functional at the moment). Our results provide an accurate overview of the landscape of stable (and nearly stable) materials, and as such can be used for more reliable predictions of novel compounds.
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They can also be used for training machine learning models, or even for the comparison and benchmark of PBE, PBE for solids, and SCAN.
Links
Where it is published
- Materials Cloud Archive record archive.materialscloud.org/records/52jw6-bh071 ↗
landing page · from archive materialscloud org
- DOI doi.org/10.24435/materialscloud:5j-9m ↗
DOI / persistent id · from archive materialscloud org
Catalogue records · 1
- InvenioRDM API archive.materialscloud.org/api/records/52jw6-bh071 ↗
metadata API · from archive materialscloud org
Topics
- Stated by source
- density functional theory · high-throughput · PBE for solids · SCAN
- From keywords
- Density functional theory
- Inferred from text
- Condensed matter modelling and density functional theory 82%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Materials Cloud Archive | 52jw6-bh071 | 2 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| concepts[field].anzsrc:field:510403 | enrichment · archive materialscloud org | taxonomy-embedding@1.1.0 | title+keywords+description (82%) |
| concepts[method].local:method:dft | mapping · archive materialscloud org | vocabulary-mapper@1.0.0 | keywords['density-functional theory'] |
| concepts[topic].invenio_subject:archive_materialscloud_org:density-functional-theory | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| concepts[topic].invenio_subject:archive_materialscloud_org:high-throughput | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| concepts[topic].invenio_subject:archive_materialscloud_org:pbe-for-solids | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| concepts[topic].invenio_subject:archive_materialscloud_org:scan | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| description | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | /metadata/description |
| license | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| publication_date | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | |
| title | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 | /metadata/title |
| updated_date | source · archive materialscloud org | connector:archive_materialscloud_org@1.0.0 |