ICAR Research Data Repository for Knowledge Management
AuPdPt Nanoparticle Data Set
CSIRO RDS Repository
View Archive Info| Field | Value | |
| Title |
AuPdPt Nanoparticle Data Set
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| Creator |
Kaihan Lu
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| Subject |
Artificial intelligence not elsewhere classified
Applications in physical sciences Nanotechnology not elsewhere classified Data mining and knowledge discovery Inorganic materials (incl. nanomaterials) Theoretical and computational chemistry not elsewhere classified Theory and design of materials Condensed matter physics not elsewhere classified |
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| Description |
This is a set of 48136 gold-palladium-platinum (AuPdPt) nanoparticle FINAL CONFIGURATIONS, for use in data-driven studies. These structures have been optimised (fully relaxed) using molecular dynamics with an embedded atom (EAM) interatomic potential, at various temperatures. All files are in XYZ format, and the naming convention is defined in the accompanying CSV file that lists all of the structural features and property indicators (see Supporting Attachments). Sizes range from 603 atoms to 959 atoms, with both crystalline and non-crystalline configurations and regions. Each nanoparticle has been characterised using a variety of topological features, including size, lattice structure, surface curvature, and a number of order parameters. The final 2 columns are target labels, providing the total energy and the excess formation energy. Links to publications describing these property labels are provided in the meta data. Other features can also be used as labels as desired. Note that the elemental order in the dataset title correspond to structurally distinct sets as documented in the methodology file. |
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| Publisher |
CSIRO
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| Contributor |
Jonathan Ting
Amanda Barnard George Opletal |
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| Date |
2023-03-29
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| Type |
—
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| Format |
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| Identifier |
csiro:58474
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| Language |
—
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| Coverage |
—
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| Rights |
—
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