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@@ -6,8 +6,7 @@ tags:
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  - radiation-transport
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  - scientific-machine-learning
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  - surrogate-modeling
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- - point-cloud
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- - cfd
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  - physicsnemo
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  - kit-rt
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  size_categories:
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  ---
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  ## Dataset Description:
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- A point-cloud surrogate-modeling dataset for the final-time 2-D linear
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  **Radiation Transport Equation (RTE)**, covering two canonical benchmarks
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  that vary along complementary axes:
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@@ -39,6 +38,8 @@ that vary along complementary axes:
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  ![Hohlraum layout](docs/images/hohlraum_layout.png)
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  ## Data generation
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  Simulations were produced with [KiT-RT](https://github.com/KiT-RT) using
 
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  - radiation-transport
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  - scientific-machine-learning
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  - surrogate-modeling
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+ - nuclear engineering
 
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  - physicsnemo
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  - kit-rt
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  size_categories:
 
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  ---
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  ## Dataset Description:
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+ A surrogate-modeling dataset for the 2-D linear
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  **Radiation Transport Equation (RTE)**, covering two canonical benchmarks
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  that vary along complementary axes:
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  ![Hohlraum layout](docs/images/hohlraum_layout.png)
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+ The dataset contains initial and final timesteps.
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+
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  ## Data generation
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  Simulations were produced with [KiT-RT](https://github.com/KiT-RT) using