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Data · dataset · 2026

Data and code for "Multi-nuclide identification in HPGe gamma-ray spectra using physics-informed peak features and nuclide-wise neural networks"

Listed in ScienceDB

This dataset supports the manuscript “Multi-nuclide identification in HPGe gamma-ray spectra using physics-informed peak features and nuclide-wise neural networks”.

Description

It includes FLUKA-simulated and measured HPGe event pools and spectra, four-, ten-, and nineteen-nuclide study results, trained PyTorch models, configurations, prediction tables, figure and table source data, and reproducibility code. The released files support recalculation of the reported results, model re-evaluation, and regeneration of training and evaluation datasets.

README files, data dictionaries, and manifests document the file structure, variables, units, provenance, and checksums.Data files and model artifacts are released under CC BY 4.0. The three code packages are released under the MIT License, as specified in their respective LICENSE files.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Tabular 65%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.010bh8 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:physicsmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[modality].local:modality:tabularenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title