Data · dataset · 2026
Reproducibility package for reliability auditing of crack-informed spatial corrosion-field posteriors
Listed in Teesside University Research Data Repository
This reproducibility package supports the analysis of the probabilistic quality of 61-dimensional steel-weight-loss field posteriors conditioned on crack observations.
Description
It contains a frozen controlled-test matrix with 6,400 paired evaluation records from two independently generated stage-specific field sets evaluated under 16 mechanism scenarios, archived compact cINN checkpoints, analysis and validation code, machine-readable posterior-quality results, ten-seed crossed-bootstrap outputs, multiplicity-adjusted inference and threshold-sensitivity results, and provenance documentation.
The package supports reproduction of the archived analyses from frozen inputs and traceability of the reported results. Complete generation seeds for the historical training and validation data were not retained; therefore, it does not support exact regeneration of those datasets or exact from-scratch retraining of the original checkpoints. The package does not constitute coordinate-aligned real spatial validation or downstream failure-probability analysis.
Read the rest (1 more)
Third-party public specimen source files are not redistributed; their provenance and processing rules are documented separately.
Links
Where it is published
- DOI doi.org/10.17632/hhhzhv8ymj.2 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Civil engineering · Earth & Environmental Science · Engineering
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/hhhzhv8ymj.2 | 15 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:group:4005 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Civil Engineering'] |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |