| layout | title | description |
|---|---|---|
default |
Datasets |
3D high-fidelity reacting and non-reacting compressible turbulent flow simulation data. |
BLASTNet Momentum128 3D SR Dataset
The BLASTNet Momentum128 3D SR Dataset is extracted from BLASTNet Simulation Dataset 2.0 to mitigate constraints in memory and grid properties:
- This is done by selecting to 2000 sub-volumes (of size 1283) of density and velocity fields from uniform-grid regions that act as labels.
- We perform 8, 16 and 32x Favre-filtering to create the features.
- Bash script for downloading via the Kaggle API is provided here.
- You can also access the Kaggle repo here.
BLASTNet Simulation Dataset
The BLASTNet Simulation Dataset currently contains 4.8 TB, >700 full-domain samples, and 35 configurations of reacting and non-reacting flow data from Direct Numerical Simulations:
- Download all cases via the Kaggle API by executing this bash script.
- Tutorials for reading the data are provided here.
- Search for the Kaggle repos to these configurations below.
Size of scalars Nɸ is provided in terms 6 (U,T,P,ρ) + Nspecies.
| Size | Links | ||
|---|---|---|---|
| Compressible Inert CH4-O2 Homogeneous Isotropic Turbulence DNS | • Wai Tong Chung • Matthias Ihme |
Nx = 129 Ny = 129 Nz = 129 Nɸ = 6 + 2 Size = 6 GB |
Kaggle .png DOI .bib info.json |
| Turbulent Round Jet Premixed BFER CH4-air Premixed Flame DNS | • Davy Brouzet • Mohsen Talei |
Nx = 1832 Ny = 721 Nz = 721 Nɸ = 6 + 6 Size = 58 GB |
Kaggle .png DOI .bib info.json |
| Turbulent Round Jet Premixed COFFEE CH4-air Premixed Flame DNS | • Davy Brouzet • Mohsen Talei |
Nx = 1235 Ny = 676 Nz = 676 Nɸ = 6 + 6 Size = 52 GB |
Kaggle .png DOI .bib info.json |
| Slot Burner Diluted H2-air Lifted Flame DNS (Full Domain) | • Ki Sung Jung • Jacqueline H. Chen |
Nx = 2000 Ny = 1600 Nz = 400 Nɸ = 6 + 9 Size = 93 GB |
Kaggle .png DOI .bib info.json |
| Slot Burner Diluted H2-air Lifted Flame DNS (Half Domain) | • Ki Sung Jung • Jacqueline H. Chen |
Nx = 1000 Ny = 334 Nz = 201 Nɸ = 6 + 9 Size = 5 GB |
Kaggle .png DOI .bib info.json |
| Premixed Flame-wall Interaction CH4-Air DNS | • Bin Jiang • Mohsen Talei |
Nx = 1001 Ny = 251 Nz = 251 Nɸ = 6 + 23 Size = 89 GB |
Kaggle .jpeg DOI .bib info.json |
| Transcritical Channel Flow N2 Turbulence DNS | • Jack Guo • Matthias Ihme |
Nx = 385 Ny = 257 Nz = 257 Nɸ = 6 Size = 17 GB |
Kaggle .mp4 DOI .bib info.json |
| Vitiated H2-air Freely Propagating Flame DNS | • Bruno Savard |
22 configs Nɸ = 6 + 9 Size = 1.9 TB |
Kaggle Links .png DOI .bib info.json Links |
| CH4-air flame interaction with Forced HIT DNS | • Alexei Y. Poludnenko |
Nx = 257 Ny = 257 Nz = 4097 Nɸ = 6 + 21 Size = 30 GB |
Kaggle .png DOI .bib info.json |
| Canonical Decaying Homogeneous Isotropic Turbulence DNS | • Qing Wang • Shantanu Shahane • Yifan Chen |
Nx = 2040 Ny = 2040 Nz = 2048 Nɸ = 5 Size = 2.6 TB |
Kaggle Links .png DOI .bib info.json Links |
