Poseidon – Downstream Tasks
Collection
Datasets (from PDEGym) used in the downstream tasks for the Poseidon family of PDE foundation models.
•
15 items
•
Updated
•
2
Datasets:
ArXiv:
License:
Dataset Viewer
Full Screen Viewer
Full Screen
The dataset viewer is not available because its heuristics could not detect any supported data files. You can try uploading some data files, or configuring the data files location manually.
Short Description
Based on the Poisson equation, this dataset contains the solution when given a source term that is a sum of Gaussians, see https://arxiv.org/abs/2405.19101.
Dimensions
The NetCDF file has two variables called solution with dimensionality
- 20000 (number of samples)
- 128 (x-dim)
- 128 (y-dim) and source with dimensionality:
- 20000 (number of samples)
- 128 (x-dim)
- 128 (y-dim)
Train/Val/Test-split
19640/120/240 trajectories
Download
The dataset can be downloaded, e.g., via huggingface-cli download.
- Downloads last month
- 34