Awesome

A curated list of awesome Taichi applications and resources.

Applications
- Compiler
- Image Processing
- Math
- Machine Learning
- Optics
- Renderer
- Robotics
- Simulation
- Voxel Art
Courses

Applications

Compiler

Taichi.js - A JavaScript frontend for Taichi using WebGPU [Demo site].

Image Processing

Poisson Image Editing - A technique for image fusion without producing artifacts.
Taichi Procedural Painting - Imitating the painting process by generating images with different brush strokes. A dynamic window shows the comparison between the original image and the generated one.

Math

A Jellyfish-like Demo

</div> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/Y7K4/mandelbrot-viewer"> <img height=“200” src="https://github.com/taichi-dev/awesome-taichi/blob/main/math-jpg/mal.jpg"> </a>

Mandelbrot Viewer

</div> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/TiGeekMan/Taichi-Math-Playgound"> <img height=“200” src="https://github.com/taichi-dev/awesome-taichi/blob/main/math-jpg/polyhedra-mirrors%20.jpg"> </a>

Taichi Math Playground

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A Jellyfish-like Demo - Modifications based on the Julia Set to produce jellyfish-like effects.
Mandelbrot Viewer - Visualization of the Mandelbrot set with Taichi.
Taichi Math Playground - Some attempts at mathematical visualisation with Taichi.

Machine Learning

DiffTaichi - Differentiable Programming for Physical Simulation.
Stannum - Fusing Taichi into PyTorch.
tinn - A Taichi implementation of the tiny-cuda-nn.
PAC-NeRF - Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification.
TinyDiffRast - State-of-the-art approaches to differentiable triangle rasterization implemented in Taichi.

Optics

Cameray - It is a lens editor and simulator implemented in Taichi.

Renderer

Blender Renderer

</td></div> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/grassFlamingo/taichi_hownwork"> <img height=“200” width="200" src="https://github.com/taichi-dev/awesome-taichi/blob/main/render-jpg/taichi-hw001.jpg"> </a>

A Ray Tracing Demo

</td></div> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/lightningbird/Taichi_Ray_Tracing_Exercises"> <img height=“200” width="200" src="https://github.com/taichi-dev/awesome-taichi/blob/main/render-jpg/ray-tracying%201.jpg"> </a>

Ray Tracing Experiments

</td></div> </td> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/blefaudeux/chinoxel"> <img height=“200” width="200" src="https://github.com/taichi-dev/awesome-taichi/blob/main/render-jpg/chinoxel%201.jpg"> </a>

Chinoxel

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A Ray Tracing Demo - A ray tracing demo powered by Taichi.
Blender Renderer - A GPU renderer for prototyping and research written purely in python.
Chinoxel - Trying to implement Plenoxels using Taichi.
Differender - Taichi-based differentiable SciVis renderer for PyTorch.
Ray Tracing Experiment - Parallelized collision detection implemented in Taichi.
2D SDF Generation - Generating 2D SDF: A GPU version based on jump flooding algorithm using Taichi.
Taichi SDF toy - Messing with Taichi voxel challenge renderer in order to "learn" some Python and Taichi.
Ti-raytrace - A ray-tracing renderer implemented in Taichi.
Taichi ray tracing - A few Ray Tracing demos powered by Taichi.
Ray Tracing in One Weekend - A fast python implementation of Ray Tracing in One Weekend using python and Taichi.
Taichi_volume_rendering - A simple volumetric renderer for medical images.
Facet - A Fast diamond Cut Estimator powered by Taichi.
whycode - A Taichi hackathon repo, use Taichi to achieve some visual effects.
RayTracingPBR - Ray Tracing PBR for Taichi Hackathon 2022.

Robotics

CPDeform - Code and data for paper Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics at ICLR 2022 (Spotlight).
PlasticineLab - A Soft-Body Manipulation Benchmark with Differentiable Physics.
TaichiGAME - A lightweight simulation engine in motion planning and control research fields.
TaichiSLAM - This project is a 3D Dense mapping backend library of SLAM based on Taichi, designed for the aerial swarm.
Tiouch - This project allows you to use a Touch Haptic Device to grasp and throw geometric objects in Unity. The objects are modeled by soft bodies and are implemented in Taichi.
taichi-hackathon-akinasan - A self-driving car powered by Taichi.

Simulation

2D Fluid Simulator

</div></td> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/ethz-pbs21/SandyFluid"> <img src="https://github.com/taichi-dev/awesome-taichi/blob/main/simulator-jpg/sandyfluid-water%201.jpg"> </a>

SandyFluid

</div></td> </td> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/hejob/taichi-fvm2d-fluid-ns"> <img src="https://github.com/taichi-dev/awesome-taichi/blob/main/simulator-jpg/cylinder%201.jpg"> </a>

Taichi fvm2d fluid ns

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ASFLIP - An MPM method simulation implementing the ASFLIP advection method.
Ant Colony - An ant colony simulation.
Blender SDF Node Addon - An add-on to provide an SDF node system for SDF rendering and SDF collisions for physics simulation.
Cloth Simulation via Taichi - A cloth simulation using Taichi.
Cloth simulation homework - Cloth silmulation using the mass-spring system.
Computational Fluid Dynamics in Taichi - A collection of CFD-related resources for Taichi developers.
Diffuse - Thermal diffusion simulations using explicit and implicit methods.
Elastic Interaction of Particles - A simulation of Elastic Interaction of Particles (EIP) implemented in Taichi.
Graphics lab THSS - Parallelized collision detection on the GPU with a rigid body physics simulator.
Ink Painting Taichi - A simulation demo of ink paintings.
John Conway's Game of Life - John Conway's Game of Life written in Taichi.
Karman Taichi - Karman Taichi is an incompressible fluid solver written in the Taichi programming language.
Liquid simulation - Using Taichi to create SPH simulation.
LHCSim - A 3D physics simulation engine based on Taichi.
MLS MPM CPIC - An implementation of the CPIC (Compatible Particle-in-Cell) method with Taichi Lang, involving MLS-MPM and rigid body collision techniques.
Mpmsim - An MPM simulator powered by Taichi for automated design and soft robotics simulation.
MDSimulationRNA - A simple molecular dynamics simulation of RNA.
My Taichi Practice - Learning and practice with Taichi.
Positon based dynamic with Taichi - Positon-based dynamics with Taichi.
Physics Simulation Learning Using Taichi - Learning physics simulation using Taichi.
Poisson sampling homework - Poisson sampling algorithm simulation using Taichi.
2D Fluid Simulator - A hard-core CFD (Computational Fluid Dynamics) solver powered by Taichi.
OpenClothPy - A cloth simulation work powered by Taichi.
SandyFluid - A course project for Physically-Based Simulation in Computer Graphics HS21, ETH Zurich.
SandPile Model - A dynamic sand mound model.
SPH 2D Taichi - An SPH-based 2D fulid simulation (including WCSPH and PCISPH) implemented with Taichi.
SPH Taichi - A Taichi implementation of Smooth Particle Hydrodynamics (SPH) simulator.
Structure factor - Average structure factor calculation from pdb files; CPU-based parallelization using numba and cuda-acceleration by Taichi.
Soft object perception - Simulation of water/elastic/snow/sand/mud using MLS-MPM method solver.
Taichi Elements - A high-performance multi-material continuum physics engine in Taichi.
Taichi collisional - An N-body code for star cluster simulations.
Taichi-cursor-activating-snodes-demo - A visual demo of Snodes' activation.
Taichi data factory - Using Taichi's legacy MLS-MPM method for fast fluid sim.
Taichi flocking - A simple flocking behavior simulation implemented in Taichi.
Taichi fvm2d fluid ns - An attempt to exploit the potential of Taichi-lang in computational simulation of compressible fluids with the finite volume method.
TaichiGraphics2021 - This is the side work to have fun with Taichi Graphics course 2021.
Taichi HW1 EulerianFluid - Jacobi method solver and Conjugate Gradient method solver.
Taichi LBM3D - A 3D lattice Boltzmann solver with Multi-Relaxation-Time collision scheme and sparse storage structure implemented using Taichi programming language.
TaichiMD - Interactive, GPU-accelerated Molecular (& Macroscopic) Dynamics using the Taichi programming language.
Taichi PIC - A particle-in-cell (PIC) simulation program used in plasma physics.
TaichiSimplicialFluid - An interactive toy of surface flow implemented in Taichi.
Taichi Titanic 188 - Two fun games created with the MPM method: The brick game and the iceberg crash simulation.
Taichi Tetris - A Tetris game with soft-body simulation implementing the MPM method.
Ti NBody - N-Body simulation written in Taichi.
FEMcy - A finite element solver based on Taichi, being parallel (CPU/GPU), portable and open-source.
TaichiDEM - A high performance objected-oriented Discrete Element Method (DEM) simulator in Taichi.
Taichi-BEM - A Taichi BEM solver.
BlackHoleRayMarching - A black hole simulation based on general relativity theory.
Acube - A game about cutting and moving the cubes, based on mpm.
tiMusicFluid - Make fluid dance with the music. A fun fluid simulation based on Taichi.
Taichi_Gravity_Sketch - A drawing game based on Taichi, using gravity as the brush, and the universe as a canva.
TiBox2d - Game oriented 2d physics engine made by Taichi.
taichi_dem - A minimal DEM simulation demo written in Taichi.
SPH-Fluid-Simulation - Smoothed Particle Hydrodynamics implementation with Python.

Voxel Art

White Boat & Yellow Duck

</div></td> <td style="text-align: center"> <div align = "center"> <a href="https://github.com/ying-lei/little_night_lamp"> <img src="https://github.com/taichi-dev/awesome-taichi/blob/main/voxel-art-jpg/little%20night%20lamp%201.jpg"> </a>

Little Night Lamp </div></td>

Half Broken