maximilianherde
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README.md
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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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---
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# Short Description
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Based on the incompressible Navier-Stokes equations, this dataset contains trajectories starting from initial conditions with Gaussians in the vorticity.
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It also contains a passive tracer that is carried by the flow.
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# Dimensions
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The assembled NetCDF file has a **single** variable called *velocity* with dimensionality
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- 20000 (number of trajectories)
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- 21 (time steps)
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- 3 (horizontal velocity, vertical velocity, passive tracer)
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- 128 (x-dim)
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- 128 (y-dim)
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It was simulated on the unit square up to T=1 and saved as uniformly spaced in space and time.
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# Train/Val/Test-split
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19640/120/240 trajectories
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# Download & Assembly
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The dataset can be downloaded, e.g., via `huggingface-cli download`.
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After download, the chunked data can be assembled into a single NetCDF file using the provided `assemble_data.py` script.
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Use it as follows:
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```bash
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python assemble_data.py --input_dir . --output_file NS-Gauss.nc
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```
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