Data · dataset · 2026
Mesh-aware conformal calibration
Listed in UCL Research Data Repository
<p dir="ltr">Rank-directed conformal calibration with deterministic finite-element response enclosures.
Description
The experiments quantify how discretization error in calibration labels changes continuum-response coverage and how selective numerical refinement controls calibration precision.</p><p dir="ltr">The package contains the complete simulation inputs, finite-element response database, frozen surrogate predictions and neural weights, numerical comparison results, solver implementations, and verification tests.
All three authors contributed equally: Cemil Emre Yavas, Nancy R. Mead, and Lei Chen.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34048020.v1 ↗
DOI / persistent id · from rdr ucl ac uk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from rdr ucl ac uk
Topics
- From keywords
- Earth & Environmental Science · Engineering
- Inferred from text
- Numerical modelling and mechanical characterisation 75% · Simulation 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UCL Research Data Repository | oai:figshare.com:article/34048020 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:401706 | enrichment · rdr ucl ac uk | taxonomy-embedding@1.1.0 | title+keywords+description (75%) |
| concepts[field].local:field:earth-environmental | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · rdr ucl ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| title | source · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | /metadata/dc/title |