Data · dataset · 2026
NeuralDEM Dataset
Listed in Hugging Face Datasets
NeuralDEM Dataset Dataset repository for NeuralDEM, containing simulation data for training and evaluating deep learning surrogates for industrial particulate flows and particle-fluid coupled systems.
Description
Dataset
Summary
Read the rest (1 more)
The NeuralDEM dataset covers two primary physics benchmarks: Hopper Simulations (Particle Systems) Setup: Hopper domain with a bottom outlet initially loaded with ~250,000 particles discharging over time. Physics: Discrete Element Method (DEM)… See the full description on the dataset page: huggingface.co/datasets/EmmiAI/NeuralDEM.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/EmmiAI/NeuralDEM ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/EmmiAI/NeuralDEM ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Machine learning 70% · Simulation 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | EmmiAI/NeuralDEM | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4611 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |