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awesome-taichi

A curated list of awesome Taichi applications, courses, demos and features.
https://github.com/taichi-dev/awesome-taichi

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  • Applications

    • **Compiler**

      • Taichi.js - A JavaScript frontend for Taichi using WebGPU [[Demo site]](https://taichi-js.com/playground).

    • **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.
      • 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**

    • **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**

    • **Robotics**

      • 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.
      • CPDeform - Code and data for paper Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics at ICLR 2022 (Spotlight).

    • **Simulation**

      • 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.
      • 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.
      • John Conway's Game of Life - John Conway's Game of Life written in Taichi.
      • Graphics lab THSS - Parallelized collision detection on the GPU with a rigid body physics simulator.
      • Mpmsim - An MPM simulator powered by Taichi for automated design and soft robotics simulation.
      • Taichi flocking - A simple flocking behavior simulation implemented in Taichi.
      • TaichiDEM - A high performance objected-oriented Discrete Element Method (DEM) simulator in Taichi.
      • SPH-Fluid-Simulation - Smoothed Particle Hydrodynamics implementation with Python.

    • **Voxel Art**

  • Courses

Programming Languages
Python 109 C++ 1 Rich Text Format 1 Rust 1 C# 1 Jupyter Notebook 1 TypeScript 1
Categories
Applications 133 Courses 2
Sub Categories
**Simulation** 59 **Voxel Art** 42 **Renderer** 15 **Robotics** 6 **Machine Learning** 5 **Math** 3 **Image Processing** 3 **Optics** 1 **Compiler** 1
Keywords
taichi 13 python 5 simulation 5 gpu 5 physics-simulation 3 parallel-computing 3 sdf 2 gpu-computing 2 graphics 2 fluid-simulation 2 cfd 2 pbr 1 sdf-2d 1 pytorch 1 raytracing 1 robotics 1 differentiable-programming 1 pybind11 1 poisson-image-editing 1 openmp 1 numpy 1 mpi 1 jacobi-method 1 jacobi-iteration 1 image-processing 1 high-performance-computing 1 cuda 1 cpp 1 webgpu-shaders 1 webgpu-api 1 webgpu 1 javascript 1 gpu-programming 1 voxel-art 1 pixel-art 1 sph 1 smoothed-particle-hydrodynamics 1 fluid 1 computational-physics 1 finite-element 1 taichi-framework 1 molecular-dynamics-simulation 1 vorticity-confinement 1 navier-stokes 1 fluid-solver 1 fluid-dynamics 1 finite-difference-method 1 fdm 1 cip 1 cfd-solvers 1