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ArXiv:
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---
license: cc-by-nc-4.0
---
# Short Description
Based on the wave equation, this dataset contains trajectories starting from intial conditions as a sum of Gaussians that are propagated by the spatially varying wave speed that is a vertically layered medium, see https://arxiv.org/abs/2405.19101.
# Dimensions
The assembled NetCDF file has **two** variables. The first is called *solution* with dimensionality
- 10512 (number of trajectories)
- 15 (time steps)
- 128 (x-dim)
- 128 (y-dim)
The second variable is called *c* with dimensionality
- 10512 (number of trajectories)
- 128 (x-dim)
- 128 (y-dim)
It was simulated on the unit square up to T=1 and saved as uniformly spaced in space and time.
# Train/Val/Test-split
10212/60/240 trajectories
# Download & Assembly
The dataset can be downloaded, e.g., via `huggingface-cli download`.
After download, the chunked data can be assembled into a single NetCDF file using the provided `assemble_data.py` script.
Use it as follows:
```bash
python assemble_data.py --input_dir . --output_file Wave-Layer.nc
``` |