Data · dataset · 2024
Neural network model nuclide recognition training data set
Listed in ScienceDB
Using Geant4 to simulate NaI detectors, energy spectrum simulation experiments were conducted for 241Am, 192Ir, 226Ra, 133Ba, 60Co, 57Co, 137Cs, and 152Eu nuclides, obtaining initial 80 energy spectrum data (ten spectra for each nuclide) with 1024 channels (0-3MeV) for each spectrum.
Description
Considering the activity size of radioactive nuclides and the influence of environmental noise in actual measurements, the nuclide energy spectrum dataset is expanded by adding random noise and amplitude transformation.
At the same time, the simulated nuclide energy spectrum is randomly combined to obtain a mixed energy spectrum of multiple nuclides. The dataset is divided into a validation set(validation) and a training set (database)
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00186.00252 ↗
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
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Simulation 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00186.00252 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · 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 |