LBM_Taichi
taichi.js
LBM_Taichi | taichi.js | |
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2 | 3 | |
200 | 419 | |
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2.1 | 6.2 | |
11 months ago | 12 months ago | |
Python | TypeScript | |
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LBM_Taichi
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A Karman vortex street simulation based on the Lattice Boltzmann method
Source code: https://github.com/hietwll/LBM_Taichi/
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
LBM_Taichi is one of the first computational fluid dynamics projects written in Taichi and still runs smoothly after two years.
taichi.js
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Deep Learning in JavaScript
FWIW also taichi is quite popular in python and seems has some javascript related implementation (I haven't used it though), taichi.js [0]
[0] https://github.com/AmesingFlank/taichi.js
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How does Taichi differ from PyTorch? They are different in every sense!
The independent compilation and execution leaves Taichi with more possibilities. Though embedded in Python, Taichi is not Python-specific. In fact, our community developer AmesingFlank is working on a Javascript frontend. You can check out some cool preliminary demos in the taichi.js github repo.
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From molecular simulation to black hole rendering - Taichi-Lang makes life easier for digital content creators
Taichi.js is a powerful project that adds a JS frontend to Taichi and compiles Taichi to WASM with Emscripten, allowing users to transform Javascript functions into WebGPU compute shaders for massive parallelization. If your browser supports WebGPU, you can try it out on Playground | taichi.js.
What are some alternatives?
2d-fluid-simulator - 2D incompressible fluid solver implemented in Taichi.
Fast-Poisson-Image-Editing - A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.
pyasflip - Python implementation of the ASFLIP advection method
awesome-taichi - A curated list of awesome Taichi applications, courses, demos and features.
examples - A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
taichi_elements - High-performance multi-material continuum physics engine in Taichi
d2q9_zero_for_loop - A Lattice-Boltzmann Method (LBM) based Python code for solving 2D lid driven cavity flow
taichimd - Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language