ModelScope  ｜  Demo  ｜  Paper

The Open-CK dataset is a comprehensive resource designed for machine learning and scientific research in combustion dynamics. This dataset leverages the Fire Dynamics Simulator (FDS) and supercomputing resources to provide high-precision computational fluid dynamics (CFD) simulations, capturing the development of fires in industrial parks.

Dataset Name

Open-CK

Project Structure

Open-CK/
├── README.md
├── README-EN.md
├── LICENSE
├── dataset/
│   └── README.md (Describes the storage location and characteristics of the dataset)
├── rawdata/
│   ├── README.md (Describes the characteristics of the raw data)
│   └── README-EN.md (English description of the raw data characteristics)
├── image/
│   └── images
├── script/
│   ├── csv2npy.py (Script to convert CSV files to NP arrays)
│   ├── imgshow.py (Dataset visualization script)
│   ├── readData.py (Script to read NP arrays)
│   ├── README.md (Describes script functionality)
│   └── README-EN.md (English version of the script functionality description)
└── .gitignore

Dataset Acquisition

This project provides a combustion dynamics dataset for machine learning and scientific research. Due to the large size of the dataset, it is stored on Google Drive.

Dataset Description

For detailed information about the dataset, please see dataset/README.md.

Workflow

Download Dataset

The dataset can be downloaded from the following link: Dataset Download Link

Terms of Use

Please refer to the LICENSE file for terms of use.