ENGLISH | 简体中文
MindFlow
Introduction
Flow simulation aims to solve the fluid governing equation under a given boundary condition by numerical methods, so as to realize the flow analysis, prediction and control. It is widely used in engineering design in aerospace, ship manufacturing, energy and power industries. The numerical methods of traditional flow simulation, such as finite volume method and finite difference method, are mainly implemented by commercial software, requiring physical modeling, mesh generation, numerical dispersion, iterative solution and other steps. The simulation process is complex and the calculation cycle is long. AI has powerful learning fitting and natural parallel inference capabilities, which can improve the efficiency of the flow simulation.
MindSpore Flow is a flow simulation suite developed based on MindSpore. It supports AI flow simulation in industries such as aerospace, ship manufacturing, and energy and power. It aims to provide efficient and easy-to-use AI computing flow simulation software for industrial research engineers, university professors, and students.
Latest News 📰
- 🔥
2022.09.02
Academician Guanghui Wu, Chief Scientist of COMAC, released the first industrial flow simulation model "DongFang.YuFeng" at WAIC2022 World Artificial Intelligence Conference. AI flow simulation assisted the aerodynamic simulation of domestic large aircraft. Page
Coming Soon 🚀
- Everything is coming soon, don't worry~
More Cases:👀
CFD
Data Driven
Physics Driven
Physics Plus Data Driven
Installation
Version Dependency
Because MindFlow is dependent on MindSpore, please click MindSpot Download Page according to the corresponding relationship indicated in the following table. Download and install the corresponding whl package.
MindFlow |
Branch |
MindSpore |
Python |
0.1.0 |
master |
>=2.0.0 |
>=3.7 |
Install Dependency
pip install -r requirements.txt
Hardware
Hardware |
OS |
Status |
Ascend 910 |
Ubuntu-x86 |
✔️ |
|
Ubuntu-aarch64 |
✔️ |
|
EulerOS-aarch64 |
✔️ |
|
CentOS-x86 |
✔️ |
|
CentOS-aarch64 |
✔️ |
GPU CUDA 11.1 |
Ubuntu-x86 |
✔️ |
pip install (not support temporarily)
pip install mindflow_[gpu|ascend]
source code install
git clone https://gitee.com/mindspore/mindscience.git
cd {PATH}/mindscience/MindFlow
bash build.sh -e ascend -j8
export CUDA_PATH={your_cuda_path}
bash build.sh -e gpu -j8
cd {PATH}/mindscience/MindFLow/output
pip install mindflow_*.whl
CO-CHAIR
Core Contributor 🧑🤝🧑
Contribution Guide
License
Apache License 2.0