Datasets:

KAIST-SmartDesignLab
/

DeepJEB-PP

Tasks:

Tabular Regression

Graph Machine Learning

Modalities:

Formats:

Size:

ArXiv:

Tags:

engineering-design

finite-element-analysis

structural-mechanics

generative-design

Libraries:

License:

Dataset card Data Studio Files Files and versions

61.4 GB

Ctrl+K

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1 contributor

History: 265 commits

Leekyo's picture

Update status: accepted to ASME Journal of Mechanical Design

f489c91 verified about 1 month ago

assets
Card: zoom out displacement banner 5 months ago
reproducibility
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 about 2 months ago
.gitattributes

2.5 kB
initial commit 5 months ago
1_surface_meshes.tar.gz
18.6 GB
xet

switch to per-component tar.gz archives + labels/metadata/license/readme 5 months ago
2_boundary_conditions.tar.gz

39.9 MB
xet

switch to per-component tar.gz archives + labels/metadata/license/readme 5 months ago
3_fea_fields.tar.gz
29.7 GB
xet

v1.1: 3_fea_fields.tar.gz (torsion moment axis Y->Z, +tor_maxvm) 4 months ago
3_fea_fields_torsion_z_v1.1.tar.gz
13 GB
xet

v1.1: add torsion-only patch archive (Y->Z) for v1.0 users 4 months ago
LICENSE

21.8 kB
Relicense to ODC-By v1.0 (match upstream DeepJEB/SimJEB) 5 months ago
PATCH_README.txt

733 Bytes
v1.1: torsion moment axis Y->Z (SimJEB-matching) — data card, metadata, labels, torsion patch script 4 months ago
README.md

14.5 kB
Update status: accepted to ASME Journal of Mechanical Design about 1 month ago
README.txt

6.98 kB
v1.1: torsion moment axis Y->Z (SimJEB-matching) — data card, metadata, labels, torsion patch script 4 months ago
apply_torsion_patch.py

1.68 kB
v1.1: torsion moment axis Y->Z (SimJEB-matching) — data card, metadata, labels, torsion patch script 4 months ago
deepjebpp_labels.csv

5.09 MB
v1.1: torsion moment axis Y->Z (SimJEB-matching) — data card, metadata, labels, torsion patch script 4 months ago
metadata.json

4.54 kB
v1.1: torsion moment axis Y->Z (SimJEB-matching) — data card, metadata, labels, torsion patch script 4 months ago