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ppcfd

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ppcfd

PaddleCFD is a deep learning toolkit for surrogate modeling, equation discovery, shape optimization and flow-control strategy discovery in the field of fluid mechanics.

0.1.0.1
PyPI
Maintainers
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PaddleCFD

About PaddleCFD

PaddleCFD is a deep learning toolkit for surrogate modeling, equation discovery, shape optimization and flow-control strategy discovery in the field of fluid mechanics. Currently, it mainly supports surrogate modeling, including models based on fourier neural operator (FNO), diffusion model, transformer, physics-informed model and Kolmogorov-Arnold Networks (KAN).

Code structure

  • config: config files for different tasks
  • doc: documentation
  • examples: example scripts
  • ppcfd/data: data-process source code
  • ppcfd/model: model source code
  • ppcfd/utils: util code

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