Data · dataset · 2025
The data of the article "Molecular Dynamics Simulation Study of Diffusion Dynamics in [EMIm]+Cl-+AlCl3 Ionic Liquid Based on Deep Learning Potential"
Listed in ScienceDB
Description
This dataset includes the fundamental atomic structure models (in XYZ format, containing AlCl4.xyz, Al2Cl7.xyz, and EMIm.xyz) and the trained DeeP potential ([EMIm]Cl+AlCl3_ion_liquid_potential.pb) used in the article titled " Molecular Dynamics Simulation Study of Diffusion Dynamics in [EMIm]+Cl-+AlCl3 Ionic Liquid Based on Deep Learning Potential". All Deep Potential Molecular Dynamics (DPMD) simulations in this study were performed using this trained potential.
This DeeP potential primarily focuses on ion transport mechanisms in [EMIm]+Cl-+AlCl3 ionic liquid systems within the temperature range of 300 K to 400 K. When utilizing this DeeP potential in LAMMPS (integrated with DeePMD-kit) or other molecular dynamics software, it is crucial to maintain the element order as C, N, H, Al, Cl to prevent computational errors.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00213.00190 ↗
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 · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Chemical engineering 68% · Simulation 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00213.00190 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4004 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (68%) |
| 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: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 | |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |