Data · dataset · 2026
Atomic Statistics and Mean Atomic Energy Dataset for Screened 2D Materials from C2DB
Listed in ScienceDB
This dataset was constructed based on the latest version of the C2DB database.
Description
The original two-dimensional materials were subjected to multiple screening criteria, including structural stability, thermodynamic stability, and non-magnetic constraints, to obtain a candidate material set that meets the research requirements.Subsequently, Python scripts were employed to batch-parse the screened structural files, count the total number of atoms in the unit cell of each material, and calculate the mean atomic energy (mean_energy) for each material based on the corresponding total energy data.The dataset is stored in Excel format.
In the file:The first column represents the unique structure identifier (uid) of each material in the C2DB database;The remaining columns contain the statistical results and the calculated mean atomic energy (mean_energy), along with related data.This dataset can be used for stability analysis of two-dimensional materials, energy normalization modeling, and machine learning model training and validation.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00124.00266 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Energy · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Nanotechnology 70%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00124.00266 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4018 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:energy | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |