Data · dataset · 2026
Numerical data and reproduction code for Residual-Bounded Transient Thermal Design Framework for Semiconductor Packages: A VCSEL Package Design-Space Study
Listed in Teesside University Research Data Repository
Recalibrated model-generated numerical data and reproduction scripts supporting "Residual-Bounded Transient Thermal Design Framework for Semiconductor Packages: A VCSEL Package Design-Space Study".
Description
Version 2 replaces the pre-recalibration VCSEL snapshot in Version 1; use Version 2 for the current manuscript. The effective bottom coefficient is calibrated at the nominal design on the same 27-node graph used for the package design-space search, then frozen across designs and selected spatial checks: h_eff = 66574.05281009956 W m^-2 K^-1.
The archive records three searches, each with 27,291 center evaluations. Nominal/incumbent peak rises are 4.364751036688206/3.91450898023714 K; the remaining-opportunity computed gap is 0.07828988977246876 K. The prescribed heat pulse is 36.6 W for 1 ms every 10 ms. Version 1's coefficient, search count and gap must not be used for this manuscript.
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Contents include 32 CSV/JSON data files, 15 numerical/checking/figure scripts, 18 figure files, data schemas, SHA256 hashes, reproduction instructions and saved verification records. Unchanged two-node/rod benchmarks are retained; all VCSEL-dependent outputs reflect the same recalibration. The archived files match the current manuscript's numerical snapshot byte-for-byte.
These are computational outputs, not measured transient device data. Exact-arithmetic bounds apply to the declared finite-graph design family; float64 evaluations do not enclose roundoff, continuum discretization or physical-model uncertainty. The 0.1374 K incumbent model-family sensitivity exceeds the 0.0783 K remaining-opportunity gap.
A DC calibration anchor is not independent transient validation.
Links
Where it is published
- DOI doi.org/10.17632/g5c2zy8zbr.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
- Earth & Environmental Science
Provenance · 1 source records, 6 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/g5c2zy8zbr.2 | 14 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].local:field:earth-environmental | 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 |