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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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# 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]
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Boltzmann3_macro_values_Adapt_FullExp.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:5a319bb6150cc8f4aea265211d0f46eaf310b14c0c4a9648d17bf11e1825011f
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DSMC3ModelsExp/DSMC3LearnModelFull6.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d343ad7e528b56eac3cf77fdbc89e8de0edf4f5107a10b075c8b69167f9b78ad
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README.md
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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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# 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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- **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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## Setup
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Create a fresh environment and install the dependencies:
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spectraV1_225_50_50_250000_5e_06_0_005_1_0_1_0.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:834f78c9f96985f1a71bda17ec521376967b64280a2d619eaa8a4d0198f7af92
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size 8992838197
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