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Fast additive manufacturing thermal simulation based on transformers (100x faster than finite element analysis)

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ChenQian9104/AM_sim_transformer

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AM simulation tool based on transformers (ViT & ViViT)

Notes:

  • The sliced geometry is encoded by spatil- and temporal- transformer
  • A MLP is used to predict the temperature at (x, y, z, t) inspired by NeRF

Usage:

python3 multiGPUs.py

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Fast additive manufacturing thermal simulation based on transformers (100x faster than finite element analysis)

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