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https://github.com/houkensjtu/taichi-fluid

A collection of CFD related resources for Taichi developers.
https://github.com/houkensjtu/taichi-fluid

cfd gpu-computing parallel-computing python taichi

Last synced: about 2 months ago
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A collection of CFD related resources for Taichi developers.

Host: GitHub
URL: https://github.com/houkensjtu/taichi-fluid
Owner: houkensjtu
License: mit
Created: 2022-02-02T02:57:45.000Z (almost 3 years ago)
Default Branch: main
Last Pushed: 2024-06-07T12:58:54.000Z (7 months ago)
Last Synced: 2024-08-02T11:23:22.569Z (5 months ago)
Topics: cfd, gpu-computing, parallel-computing, python, taichi
Homepage:
Size: 5.83 MB
Stars: 94
Watchers: 7
Forks: 5
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

awesome-taichi - Computational Fluid Dynamics in Taichi - A collection of CFD-related resources for Taichi developers. (Applications / **Simulation**)
awesome-taichi - Computational Fluid Dynamics in Taichi - A collection of CFD related resources for Taichi developers. (**Simulation**)

README

        
![banner](./images/banner.png)

[![Github-widget](https://img.shields.io/github/stars/taichi-dev/taichi?label=Taichi-lang&style=social)](https://github.com/taichi-dev/taichi)

[![Youtube-widget](https://img.shields.io/youtube/channel/views/UCu-k1Wglo9Ll_o2j5Bxl4cw?label=Taichi%20Graphics&style=social)](https://www.youtube.com/channel/UCu-k1Wglo9Ll_o2j5Bxl4cw)

[![Twitter-widget](https://img.shields.io/twitter/follow/taichigraphics?style=social)](https://twitter.com/taichigraphics)

[![Zhihu-widget](https://img.shields.io/badge/%E7%9F%A5%E4%B9%8E-view-blue)](https://www.zhihu.com/org/tai-ji-tu-xing)

[![Bilibili-widget](https://img.shields.io/badge/Bilibili-view-blue)](https://space.bilibili.com/1779922645)

A collection of CFD related resources for Taichi developers.

[**Taichi**](https://github.com/taichi-dev/taichi) is an open-source, imperative, parallel programming language for high-performance numerical computation. It is embedded in Python and uses just-in-time (JIT) compiler frameworks (e.g. LLVM) to offload compute-intensive Python code to the native GPU or CPU instructions.

Taichi provides several advantages over existing computational fluid dynamics tools:

- Performance: Through the @ti.kernel decorator, Taichi's JIT compiler automatically compiles your Python functions into efficient GPU or CPU machine code for **parallel execution**.

- Portability: Write your code once and run it everywhere. You can easily **reproduce** other's work without worrying about environment setup.

- Simplicity: Data structure detached from computational logic. Tuning performance with only a few lines of change.

> :eyes: All fluid simulation projects in [**Taichi**](https://github.com/taichi-dev/taichi) are driven by and for the community. Please feel free to open up an issue to recommend any awesome fluid project you see or build.

## Contents

- [Installation of Taichi](#installation-of-taichi)

- [Learning Resources](#learning-resources)

- [CFD Projects in Taichi](#cfd-projects-in-taichi)

## Installation of Taichi

You can easily install Taichi with Python's package installer `pip`:

```bash

pip install taichi

```

After you have installed Taichi, running a Taichi program is as simple as：

```bash

python your_program.py

```

More information can be found in [Taichi's Documentation](https://docs.taichi.graphics/).

## Learning Resources

- Taichi's documentation: [Link](https://docs.taichi.graphics/)

- SIGGRAPH 2020 course on Taichi basics: [YouTube](https://youtu.be/Y0-76n3aZFA), [Bilibili](https://www.bilibili.com/video/BV1kA411n7jk/), [slides (pdf)](https://yuanming.taichi.graphics/publication/2020-taichi-tutorial/taichi-tutorial.pdf).

## CFD Projects in Taichi

### Incompressible Fluids ###

- SIMPLE Method

  - [karman_taichi](https://github.com/houkensjtu/karman_taichi) by [@houkensjtu](https://github.com/houkensjtu)

  - [SIMPLE-taichi](https://github.com/houkensjtu/SIMPLE-taichi) by [@houkensjtu](https://github.com/houkensjtu)

- Lattice-Boltzmann Method

  - [LBM_Taichi](https://github.com/hietwll/LBM_Taichi) by [@hietwll](https://github.com/hietwll)

  - [taichi-LBM](https://github.com/GeCao/taichi-LBM) by [@Gecao](https://github.com/GeCao)

  - [taichi_LBM3d](https://github.com/yjhp1016/taichi_LBM3D) by [@yjhp1016](https://github.com/yjhp1016)

  - [mcmp-lbm](https://github.com/geoelements/mcmp-lbm) by [@geoelements](https://github.com/geoelements/)

- Level-Set Method

  - [taichi_ferrofluid](https://github.com/g1n0st/taichi_ferrofluid) by [@g1n0st](https://github.com/g1n0st)

- Marker-And-Cell (MAC) Method

  - [2d-fluid-simulator](https://github.com/takah29/2d-fluid-simulator) by [@takah29](https://github.com/takah29)

  - [MAC-taichi](https://github.com/houkensjtu/MAC-taichi) by [@houkensjtu](https://github.com/houkensjtu)

- Volume-Of-Fluid (VOF) Method

  - [taichi-2d-vof](https://github.com/houkensjtu/taichi-2d-vof) by [@houkensjtu](https://github.com/houkensjtu)

  

### Compressible Fluids ###

- Convection Riemann solver

  - [taichi-fvm2d-fluid-ns](https://github.com/hejob/taichi-fvm2d-fluid-ns) by [@hejob](https://github.com/hejob)

### Particle Based Methods ###

- Smoothed-Particle Hydrodynamics (SPH) 

  - [SPH_Taichi](https://github.com/erizmr/SPH_Taichi) by [@erizmr](https://github.com/erizmr)

  - [wcsph](https://github.com/lyd405121/wcsph) by [@lyd405121](https://github.com/lyd405121)

  - [SPH-2D-Taichi](https://github.com/MmmmHeee/SPH-2D-Taichi) by [@MmmmHeee](https://github.com/MmmmHeee)

  - [taichiCourse01_tiSPHi](https://github.com/Rabmelon/taichiCourse01_tiSPHi) by [@Rabmelon](https://github.com/Rabmelon)

  - [Real-Time 3D Fluid Simulator](https://github.com/guardhao104/3DFluidSimulator) by [@guardhao104](https://github.com/guardhao104)

  - [SPH-Fluid](https://github.com/Mr-222/SPH-Fluid) by [@Mr-222](https://github.com/Mr-222/)

  - [2023project](https://github.com/Nope132/2023project) by [@Nope132](https://github.com/Nope132/)

  - [SPH_Project](https://github.com/jason-huang03/SPH_Project) by [@jason-huang03](https://github.com/jason-huang03/)

  - [CFD_Taichi](https://github.com/Jukgei/CFD_Taichi) by [@Jukgei](https://github.com/Jukgei/)

### Computational Graphics ###

- Eulerian solver

  - [Taichi_HW1_EulerianFluid](https://github.com/JerryYan97/Taichi_HW1_EulerianFluid) by [@JerryYan97](https://github.com/JerryYan97)

  - [2DEularianFluidSolver](https://github.com/Lee-abcde/2DEulerianFluidSolver/tree/main) by [@Lee-abcde](https://github.com/Lee-abcde/)

- Stable fuilds

  - [Stable_Fluid_3D_taichi](https://github.com/LEE-JAE-HYUN179/Stable_Fluid_3D_taichi) by [@LEE-JAE-HYUN179](https://github.com/LEE-JAE-HYUN179/)

  - [Euler-Fluid](https://github.com/jinjinhe2001/Euler-Fluid) by [@jinjinhe2001](https://github.com/jinjinhe2001/)

- FFT

  - [taichi-simple-fluid-solver](https://github.com/0xrabbyte/taichi_simple_fluid_solver) by [@0xrabbyte](https://github.com/0xrabbyte)

- Interactive surface flow

  - [TaichiSimplicialFluid](https://github.com/yhesper/TaichiSimplicialFluid) by [@yhesper](https://github.com/yhesper)

- PIC / FLIP

  - [apic2d](https://github.com/nepluno/apic2d) by [@nepluno](https://github.com/nepluno)

  - [Power-PIC](https://github.com/g1n0st/Power-PIC) by [@g1n0st](https://github.com/g1n0st)

- MPM

  - [HKUST_Advanced_Digital_Design_Project](https://github.com/DukeofCambridge/HKUST_Advanced_Digital_Design_Project/tree/main) by [@DukeofCambridge](https://github.com/DukeofCambridge)

  - [mpm-sandbox](https://github.com/chhsiao93/mpm-sandbox) by [@chhsiao93](https://github.com/chhsiao93)

  - [3D-FluidSimulation-PathTracing](https://github.com/Mirage-c/3D-FluidSimulation-PathTracing) by [@Mirage-c](https://github.com/Mirage-c/)

  - [DreaMPM](https://github.com/Zhuohua-HUANG/DreaMPM) by [@Zhuohua-HUANG](https://github.com/Zhuohua-HUANG/)

  - [taichi_mpm](https://github.com/yjchoi1/taichi_mpm) by [@yjchoi1](https://github.com/yjchoi1/)

### Fluid Engine ###

- [taichi-particles](https://github.com/taichi-dev/taichi-particles) by [@taichi-dev](https://github.com/taichi-dev)

- [taichi_fluids](https://github.com/taichi-dev/taichi_fluids) by [@taichi-dev](https://github.com/taichi-dev)

- [a-toy-fluid-engine](https://github.com/Jack12xl/a-toy-fluid-engine) by [@Jack12xl](https://github.com/Jack12xl)

- [Fluid-Engine-Dev-on-Taichi](https://github.com/JYLeeLYJ/Fluid-Engine-Dev-on-Taichi) by [@JYLeeLYJ](https://github.com/JYLeeLYJ)

- [FluidLab](https://github.com/zhouxian/FluidLab) by [@zhouxian](https://github.com/zhouxian)

### Artificial Intelligence ###

- Neural Fluid Fields

  - [HyFluid](https://github.com/y-zheng18/HyFluid) by [@y-zheng18](https://github.com/y-zheng18/)

  - [neural_flow_maps_code](https://github.com/yitongdeng-projects/neural_flow_maps_code) by [@yitongdeng-projects](https://github.com/yitongdeng-projects/)