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Datasets:
KAIST-SmartDesignLab
/
DeepJEB-PP
Like
4
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KAIST Smart design lab
11
Tasks:
Tabular Regression
Graph Machine Learning
Modalities:
Image
Text
3D
Formats:
imagefolder
Size:
< 1K
ArXiv:
arxiv:
2606.12994
Tags:
engineering-design
finite-element-analysis
structural-mechanics
3d
mesh
generative-design
+ 3
Libraries:
Datasets
Croissant
License:
odc-by
Dataset card
Data Studio
Files
Files and versions
xet
Community
1
main
DeepJEB-PP
/
reproducibility
699 kB
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1 contributor
History:
7 commits
Leekyo
Add reproducibility/unstable_cases.csv: 25 numerically-unstable cases (max displacement > 20 mm in at least one load case) excluded from the surrogate-scaling study (paper Sec 4.7 / Fig 15); all remain in the release
f950d0e
verified
1 day ago
data_splits.csv
Safe
687 kB
Restore VLM prompts, defect vocabulary, scoring manifest, and split files (R2 Sec 7 reproducibility) after author review
28 days ago
llm_keywords.txt
Safe
1.96 kB
Restore VLM prompts, defect vocabulary, scoring manifest, and split files (R2 Sec 7 reproducibility) after author review
28 days ago
scored_results-Manifest.json
Safe
1.59 kB
Restore VLM prompts, defect vocabulary, scoring manifest, and split files (R2 Sec 7 reproducibility) after author review
28 days ago
unstable_cases.csv
Safe
3.74 kB
Add reproducibility/unstable_cases.csv: 25 numerically-unstable cases (max displacement > 20 mm in at least one load case) excluded from the surrogate-scaling study (paper Sec 4.7 / Fig 15); all remain in the release
1 day ago
vlm_prompts.md
Safe
4.86 kB
Restore VLM prompts, defect vocabulary, scoring manifest, and split files (R2 Sec 7 reproducibility) after author review
28 days ago