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.gitignore CHANGED
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  # Large data and model files (exceed GitHub's 100MB limit or kept out of repo)
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  # See README for how to obtain these.
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- spectraV1_225_50_50_250000_5e_06_0_005_1_0_1_0.npz
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- Boltzmann3_macro_values_Adapt_FullExp.pkl
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- DSMC3ModelsExp/DSMC3LearnModelFull6.pt
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-
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  # Python
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  __pycache__/
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  *.py[cod]
 
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  # Large data and model files (exceed GitHub's 100MB limit or kept out of repo)
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  # See README for how to obtain these.
 
 
 
 
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  # Python
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  __pycache__/
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  *.py[cod]
Boltzmann3_macro_values_Adapt_FullExp.pkl ADDED
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DSMC3ModelsExp/DSMC3LearnModelFull6.pt ADDED
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README.md CHANGED
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  # Learning the Optimal Linear Hydrodynamic Closure
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  Code for generating spectral and time-evolution comparisons used in the paper *Learning the Optimal Linear Hydrodynamic Closure*. The main entry point is `Run.py`.
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  ## Setup
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  Create a fresh environment and install the dependencies:
 
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+ ---
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+ library_name: pytorch
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+ license: other
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+ tags:
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+ - scientific-computing
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+ - fluid-dynamics
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+ - kinetic-theory
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+ ---
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+
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  # Learning the Optimal Linear Hydrodynamic Closure
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  Code for generating spectral and time-evolution comparisons used in the paper *Learning the Optimal Linear Hydrodynamic Closure*. The main entry point is `Run.py`.
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+ ## Model Card
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+
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+ - **Model file:** `DSMC3ModelsExp/DSMC3LearnModelFull6.pt`
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+ - **Type:** PyTorch checkpoint for a learned linear hydrodynamic closure.
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+ - **Use case:** Reproduce spectra and time-evolution figures in this project.
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+ - **Input dependencies:** `spectraV1_225_50_50_250000_5e_06_0_005_1_0_1_0.npz` and `Boltzmann3_macro_values_Adapt_FullExp.pkl`.
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+ - **Limitations:** Intended for research reproduction; validate before use outside the reported setup.
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+
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  ## Setup
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  Create a fresh environment and install the dependencies:
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