Data · dataset · 2026
FatigueNet
Listed in Hugging Face Datasets
FatigueNet Dataset Dataset
Description
Summary
The FatigueNet dataset is a comprehensive 3D finite element analysis (FEA) dataset designed for node-wise fatigue life prediction across unstructured 3D meshes of steel shafts. It provides 1,200 unique, automated FEA simulations covering multi-axial load states on complex stepped and dog-bone geometries. The primary objective of this dataset is to facilitate the development and benchmarking of machine learning models (such as… See the full description on the dataset page: huggingface.co/datasets/accelerated-komputing/FatigueNet.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/accelerated-komputing/FatigueNet ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/accelerated-komputing/FatigueNet ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular regression
- From keywords
- Computer Science & AI · Engineering
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | accelerated-komputing/FatigueNet | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:engineering | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['engineering'] |
| concepts[task].hf_task:tabular-regression | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |