PDE
Datasets
All datasets matching “PDE”PDExplBenchPDE_Inverse_Problem_Benchmarking
PDEInvBench: A Comprehensive Dataset and Design Space Exploration of Neural Networks for PDE Inverse Problems
This is the official dataset for the paper PDEInvBench: A Comprehensive Dataset and Design Space Exploration of Neural Networks for PDE Inverse Problems.
Code: GitHub - ASK-Berkeley/PDEInvBench
Sample Usage
You can use the provided script from the codebase to batch download the data:
pip install huggingface_hub
python3 huggingface_pdeinv_download.py --dataset… See the full description on the dataset page: https://huggingface.co/datasets/DabbyOWL/PDE_Inverse_Problem_Benchmarking.ShallowWater-2Dpd-extended
pd-extended
Summary
PD-Extended is a collection of ~34.7 million image/caption pairs derived from the PD12M and Megalith-CC0 datasets. The image/caption pairs are accompanied with metadata, such as mime type and dimensions, as well as the accompanying CLIP-L14 embeddings. Of note, these images retain their original licensing, and the source_id is available to pair any derived image to its source within the original dataset. All images are paired with synthetic captions… See the full description on the dataset page: https://huggingface.co/datasets/Spawning/pd-extended.PDEBench-1D
Dataset Card for "PDEBench-1D"
More Information needed
NavierStokes-2D